@relation openml_task_74_predictions

@attribute repeat numeric
@attribute fold numeric
@attribute sample numeric
@attribute row_id numeric
@attribute confidence.benign numeric
@attribute confidence.malignant numeric
@attribute prediction {benign,malignant}
@attribute correct {benign,malignant}

@data
0,0,0,665,1,0,benign,benign
0,0,0,38,0.1,0.9,malignant,malignant
0,0,0,561,1,0,benign,benign
0,0,0,100,0.4,0.6,malignant,malignant
0,0,0,269,1,0,benign,benign
0,0,0,654,1,0,benign,benign
0,0,0,466,0,1,malignant,malignant
0,0,0,641,1,0,benign,benign
0,0,0,535,1,0,benign,benign
0,0,0,608,0.1,0.9,malignant,malignant
0,0,0,552,1,0,benign,benign
0,0,0,577,1,0,benign,benign
0,0,0,348,0.9,0.1,benign,malignant
0,0,0,81,1,0,benign,benign
0,0,0,37,0.9,0.1,benign,benign
0,0,0,166,0,1,malignant,malignant
0,0,0,447,1,0,benign,benign
0,0,0,521,1,0,benign,benign
0,0,0,173,0,1,malignant,malignant
0,0,0,168,1,0,benign,benign
0,0,0,657,0.7,0.3,benign,benign
0,0,0,109,0,1,malignant,malignant
0,0,0,585,1,0,benign,benign
0,0,0,575,1,0,benign,benign
0,0,0,205,0,1,malignant,malignant
0,0,0,141,1,0,benign,benign
0,0,0,203,1,0,benign,benign
0,0,0,32,0,1,malignant,malignant
0,0,0,518,1,0,benign,benign
0,0,0,397,1,0,benign,benign
0,0,0,493,0.1,0.9,malignant,malignant
0,0,0,593,1,0,benign,benign
0,0,0,334,0.1,0.9,malignant,malignant
0,0,0,419,1,0,benign,benign
0,0,0,559,1,0,benign,benign
0,0,0,299,0.3,0.7,malignant,malignant
0,0,0,645,1,0,benign,benign
0,0,0,635,1,0,benign,benign
0,0,0,188,0,1,malignant,malignant
0,0,0,512,1,0,benign,benign
0,0,0,143,1,0,benign,benign
0,0,0,112,0.2,0.8,malignant,malignant
0,0,0,407,1,0,benign,benign
0,0,0,685,1,0,benign,benign
0,0,0,302,0,1,malignant,malignant
0,0,0,619,1,0,benign,benign
0,0,0,8,1,0,benign,benign
0,0,0,360,0,1,malignant,malignant
0,0,0,485,1,0,benign,benign
0,0,0,195,1,0,benign,benign
0,0,0,62,0.2,0.8,malignant,malignant
0,0,0,248,0.8,0.2,benign,benign
0,0,0,298,0.8,0.2,benign,benign
0,0,0,58,0.6,0.4,benign,malignant
0,0,0,442,1,0,benign,benign
0,0,0,429,1,0,benign,benign
0,0,0,514,0,1,malignant,malignant
0,0,0,365,1,0,benign,benign
0,0,0,30,1,0,benign,benign
0,0,0,263,0,1,malignant,malignant
0,0,0,408,1,0,benign,benign
0,0,0,416,0.1,0.9,malignant,malignant
0,0,0,148,0.7,0.3,benign,benign
0,0,0,647,1,0,benign,benign
0,0,0,68,0.2,0.8,malignant,malignant
0,0,0,79,1,0,benign,benign
0,0,0,296,0.4,0.6,malignant,benign
0,0,0,391,0,1,malignant,malignant
0,0,0,341,1,0,benign,benign
0,0,0,165,1,0,benign,benign
0,0,1,665,1,0,benign,benign
0,0,1,38,0.1,0.9,malignant,malignant
0,0,1,561,1,0,benign,benign
0,0,1,100,0,1,malignant,malignant
0,0,1,269,1,0,benign,benign
0,0,1,654,1,0,benign,benign
0,0,1,466,0,1,malignant,malignant
0,0,1,641,1,0,benign,benign
0,0,1,535,1,0,benign,benign
0,0,1,608,0.2,0.8,malignant,malignant
0,0,1,552,0.9,0.1,benign,benign
0,0,1,577,1,0,benign,benign
0,0,1,348,0.9,0.1,benign,malignant
0,0,1,81,1,0,benign,benign
0,0,1,37,0.6,0.4,benign,benign
0,0,1,166,0.2,0.8,malignant,malignant
0,0,1,447,1,0,benign,benign
0,0,1,521,1,0,benign,benign
0,0,1,173,0,1,malignant,malignant
0,0,1,168,1,0,benign,benign
0,0,1,657,0.9,0.1,benign,benign
0,0,1,109,0.1,0.9,malignant,malignant
0,0,1,585,1,0,benign,benign
0,0,1,575,1,0,benign,benign
0,0,1,205,0,1,malignant,malignant
0,0,1,141,1,0,benign,benign
0,0,1,203,1,0,benign,benign
0,0,1,32,0.1,0.9,malignant,malignant
0,0,1,518,1,0,benign,benign
0,0,1,397,1,0,benign,benign
0,0,1,493,0,1,malignant,malignant
0,0,1,593,1,0,benign,benign
0,0,1,334,0,1,malignant,malignant
0,0,1,419,1,0,benign,benign
0,0,1,559,1,0,benign,benign
0,0,1,299,0.2,0.8,malignant,malignant
0,0,1,645,1,0,benign,benign
0,0,1,635,1,0,benign,benign
0,0,1,188,0,1,malignant,malignant
0,0,1,512,1,0,benign,benign
0,0,1,143,1,0,benign,benign
0,0,1,112,0,1,malignant,malignant
0,0,1,407,1,0,benign,benign
0,0,1,685,1,0,benign,benign
0,0,1,302,0,1,malignant,malignant
0,0,1,619,1,0,benign,benign
0,0,1,8,1,0,benign,benign
0,0,1,360,0,1,malignant,malignant
0,0,1,485,1,0,benign,benign
0,0,1,195,1,0,benign,benign
0,0,1,62,0.4,0.6,malignant,malignant
0,0,1,248,1,0,benign,benign
0,0,1,298,0.8,0.2,benign,benign
0,0,1,58,0.8,0.2,benign,malignant
0,0,1,442,1,0,benign,benign
0,0,1,429,1,0,benign,benign
0,0,1,514,0,1,malignant,malignant
0,0,1,365,1,0,benign,benign
0,0,1,30,1,0,benign,benign
0,0,1,263,0,1,malignant,malignant
0,0,1,408,1,0,benign,benign
0,0,1,416,0,1,malignant,malignant
0,0,1,148,0.6,0.4,benign,benign
0,0,1,647,1,0,benign,benign
0,0,1,68,0,1,malignant,malignant
0,0,1,79,1,0,benign,benign
0,0,1,296,0.5,0.5,benign,benign
0,0,1,391,0,1,malignant,malignant
0,0,1,341,1,0,benign,benign
0,0,1,165,1,0,benign,benign
0,0,2,665,1,0,benign,benign
0,0,2,38,0.1,0.9,malignant,malignant
0,0,2,561,1,0,benign,benign
0,0,2,100,0.1,0.9,malignant,malignant
0,0,2,269,1,0,benign,benign
0,0,2,654,1,0,benign,benign
0,0,2,466,0,1,malignant,malignant
0,0,2,641,1,0,benign,benign
0,0,2,535,1,0,benign,benign
0,0,2,608,0.3,0.7,malignant,malignant
0,0,2,552,0.8,0.2,benign,benign
0,0,2,577,1,0,benign,benign
0,0,2,348,0.5,0.5,benign,malignant
0,0,2,81,1,0,benign,benign
0,0,2,37,0.7,0.3,benign,benign
0,0,2,166,0.1,0.9,malignant,malignant
0,0,2,447,1,0,benign,benign
0,0,2,521,1,0,benign,benign
0,0,2,173,0,1,malignant,malignant
0,0,2,168,1,0,benign,benign
0,0,2,657,0.3,0.7,malignant,benign
0,0,2,109,0,1,malignant,malignant
0,0,2,585,1,0,benign,benign
0,0,2,575,1,0,benign,benign
0,0,2,205,0,1,malignant,malignant
0,0,2,141,1,0,benign,benign
0,0,2,203,1,0,benign,benign
0,0,2,32,0.1,0.9,malignant,malignant
0,0,2,518,1,0,benign,benign
0,0,2,397,1,0,benign,benign
0,0,2,493,0,1,malignant,malignant
0,0,2,593,1,0,benign,benign
0,0,2,334,0,1,malignant,malignant
0,0,2,419,0.7,0.3,benign,benign
0,0,2,559,1,0,benign,benign
0,0,2,299,0.3,0.7,malignant,malignant
0,0,2,645,1,0,benign,benign
0,0,2,635,1,0,benign,benign
0,0,2,188,0,1,malignant,malignant
0,0,2,512,1,0,benign,benign
0,0,2,143,1,0,benign,benign
0,0,2,112,0.1,0.9,malignant,malignant
0,0,2,407,1,0,benign,benign
0,0,2,685,1,0,benign,benign
0,0,2,302,0,1,malignant,malignant
0,0,2,619,1,0,benign,benign
0,0,2,8,1,0,benign,benign
0,0,2,360,0,1,malignant,malignant
0,0,2,485,1,0,benign,benign
0,0,2,195,1,0,benign,benign
0,0,2,62,0.2,0.8,malignant,malignant
0,0,2,248,0.8,0.2,benign,benign
0,0,2,298,0.8,0.2,benign,benign
0,0,2,58,0.7,0.3,benign,malignant
0,0,2,442,1,0,benign,benign
0,0,2,429,1,0,benign,benign
0,0,2,514,0,1,malignant,malignant
0,0,2,365,1,0,benign,benign
0,0,2,30,1,0,benign,benign
0,0,2,263,0.1,0.9,malignant,malignant
0,0,2,408,0.6,0.4,benign,benign
0,0,2,416,0.2,0.8,malignant,malignant
0,0,2,148,0.6,0.4,benign,benign
0,0,2,647,1,0,benign,benign
0,0,2,68,0,1,malignant,malignant
0,0,2,79,1,0,benign,benign
0,0,2,296,0.4,0.6,malignant,benign
0,0,2,391,0,1,malignant,malignant
0,0,2,341,1,0,benign,benign
0,0,2,165,1,0,benign,benign
0,0,3,665,1,0,benign,benign
0,0,3,38,0.1,0.9,malignant,malignant
0,0,3,561,1,0,benign,benign
0,0,3,100,0,1,malignant,malignant
0,0,3,269,1,0,benign,benign
0,0,3,654,1,0,benign,benign
0,0,3,466,0,1,malignant,malignant
0,0,3,641,1,0,benign,benign
0,0,3,535,1,0,benign,benign
0,0,3,608,0.2,0.8,malignant,malignant
0,0,3,552,1,0,benign,benign
0,0,3,577,1,0,benign,benign
0,0,3,348,0.7,0.3,benign,malignant
0,0,3,81,1,0,benign,benign
0,0,3,37,0.9,0.1,benign,benign
0,0,3,166,0.3,0.7,malignant,malignant
0,0,3,447,1,0,benign,benign
0,0,3,521,1,0,benign,benign
0,0,3,173,0,1,malignant,malignant
0,0,3,168,1,0,benign,benign
0,0,3,657,0.6,0.4,benign,benign
0,0,3,109,0,1,malignant,malignant
0,0,3,585,1,0,benign,benign
0,0,3,575,1,0,benign,benign
0,0,3,205,0,1,malignant,malignant
0,0,3,141,1,0,benign,benign
0,0,3,203,1,0,benign,benign
0,0,3,32,0,1,malignant,malignant
0,0,3,518,1,0,benign,benign
0,0,3,397,1,0,benign,benign
0,0,3,493,0,1,malignant,malignant
0,0,3,593,1,0,benign,benign
0,0,3,334,0.1,0.9,malignant,malignant
0,0,3,419,0.8,0.2,benign,benign
0,0,3,559,1,0,benign,benign
0,0,3,299,0.4,0.6,malignant,malignant
0,0,3,645,1,0,benign,benign
0,0,3,635,1,0,benign,benign
0,0,3,188,0.1,0.9,malignant,malignant
0,0,3,512,1,0,benign,benign
0,0,3,143,1,0,benign,benign
0,0,3,112,0.1,0.9,malignant,malignant
0,0,3,407,1,0,benign,benign
0,0,3,685,1,0,benign,benign
0,0,3,302,0,1,malignant,malignant
0,0,3,619,1,0,benign,benign
0,0,3,8,1,0,benign,benign
0,0,3,360,0,1,malignant,malignant
0,0,3,485,1,0,benign,benign
0,0,3,195,1,0,benign,benign
0,0,3,62,0.1,0.9,malignant,malignant
0,0,3,248,0.8,0.2,benign,benign
0,0,3,298,0.6,0.4,benign,benign
0,0,3,58,0.605932,0.394068,benign,malignant
0,0,3,442,1,0,benign,benign
0,0,3,429,1,0,benign,benign
0,0,3,514,0,1,malignant,malignant
0,0,3,365,1,0,benign,benign
0,0,3,30,1,0,benign,benign
0,0,3,263,0,1,malignant,malignant
0,0,3,408,0.9,0.1,benign,benign
0,0,3,416,0.2,0.8,malignant,malignant
0,0,3,148,0.7,0.3,benign,benign
0,0,3,647,1,0,benign,benign
0,0,3,68,0.2,0.8,malignant,malignant
0,0,3,79,1,0,benign,benign
0,0,3,296,0.3,0.7,malignant,benign
0,0,3,391,0,1,malignant,malignant
0,0,3,341,1,0,benign,benign
0,0,3,165,1,0,benign,benign
0,0,4,665,1,0,benign,benign
0,0,4,38,0.1,0.9,malignant,malignant
0,0,4,561,1,0,benign,benign
0,0,4,100,0,1,malignant,malignant
0,0,4,269,1,0,benign,benign
0,0,4,654,1,0,benign,benign
0,0,4,466,0,1,malignant,malignant
0,0,4,641,1,0,benign,benign
0,0,4,535,1,0,benign,benign
0,0,4,608,0.2,0.8,malignant,malignant
0,0,4,552,0.8,0.2,benign,benign
0,0,4,577,1,0,benign,benign
0,0,4,348,0.6,0.4,benign,malignant
0,0,4,81,1,0,benign,benign
0,0,4,37,0.7,0.3,benign,benign
0,0,4,166,0.1,0.9,malignant,malignant
0,0,4,447,1,0,benign,benign
0,0,4,521,1,0,benign,benign
0,0,4,173,0,1,malignant,malignant
0,0,4,168,1,0,benign,benign
0,0,4,657,0.7,0.3,benign,benign
0,0,4,109,0,1,malignant,malignant
0,0,4,585,1,0,benign,benign
0,0,4,575,1,0,benign,benign
0,0,4,205,0,1,malignant,malignant
0,0,4,141,1,0,benign,benign
0,0,4,203,1,0,benign,benign
0,0,4,32,0,1,malignant,malignant
0,0,4,518,1,0,benign,benign
0,0,4,397,1,0,benign,benign
0,0,4,493,0,1,malignant,malignant
0,0,4,593,1,0,benign,benign
0,0,4,334,0.2,0.8,malignant,malignant
0,0,4,419,1,0,benign,benign
0,0,4,559,1,0,benign,benign
0,0,4,299,0.2,0.8,malignant,malignant
0,0,4,645,1,0,benign,benign
0,0,4,635,1,0,benign,benign
0,0,4,188,0,1,malignant,malignant
0,0,4,512,1,0,benign,benign
0,0,4,143,1,0,benign,benign
0,0,4,112,0.3,0.7,malignant,malignant
0,0,4,407,1,0,benign,benign
0,0,4,685,1,0,benign,benign
0,0,4,302,0,1,malignant,malignant
0,0,4,619,1,0,benign,benign
0,0,4,8,1,0,benign,benign
0,0,4,360,0,1,malignant,malignant
0,0,4,485,1,0,benign,benign
0,0,4,195,1,0,benign,benign
0,0,4,62,0.1,0.9,malignant,malignant
0,0,4,248,0.8,0.2,benign,benign
0,0,4,298,0.4,0.6,malignant,benign
0,0,4,58,0.3,0.7,malignant,malignant
0,0,4,442,1,0,benign,benign
0,0,4,429,1,0,benign,benign
0,0,4,514,0,1,malignant,malignant
0,0,4,365,1,0,benign,benign
0,0,4,30,1,0,benign,benign
0,0,4,263,0,1,malignant,malignant
0,0,4,408,1,0,benign,benign
0,0,4,416,0,1,malignant,malignant
0,0,4,148,0.6,0.4,benign,benign
0,0,4,647,1,0,benign,benign
0,0,4,68,0,1,malignant,malignant
0,0,4,79,1,0,benign,benign
0,0,4,296,0.2,0.8,malignant,benign
0,0,4,391,0,1,malignant,malignant
0,0,4,341,1,0,benign,benign
0,0,4,165,1,0,benign,benign
0,0,5,665,1,0,benign,benign
0,0,5,38,0,1,malignant,malignant
0,0,5,561,1,0,benign,benign
0,0,5,100,0.1,0.9,malignant,malignant
0,0,5,269,1,0,benign,benign
0,0,5,654,1,0,benign,benign
0,0,5,466,0,1,malignant,malignant
0,0,5,641,1,0,benign,benign
0,0,5,535,1,0,benign,benign
0,0,5,608,0.1,0.9,malignant,malignant
0,0,5,552,0.9,0.1,benign,benign
0,0,5,577,1,0,benign,benign
0,0,5,348,0.1,0.9,malignant,malignant
0,0,5,81,1,0,benign,benign
0,0,5,37,0.9,0.1,benign,benign
0,0,5,166,0.1,0.9,malignant,malignant
0,0,5,447,1,0,benign,benign
0,0,5,521,1,0,benign,benign
0,0,5,173,0,1,malignant,malignant
0,0,5,168,1,0,benign,benign
0,0,5,657,0.6,0.4,benign,benign
0,0,5,109,0.2,0.8,malignant,malignant
0,0,5,585,1,0,benign,benign
0,0,5,575,1,0,benign,benign
0,0,5,205,0,1,malignant,malignant
0,0,5,141,1,0,benign,benign
0,0,5,203,1,0,benign,benign
0,0,5,32,0.1,0.9,malignant,malignant
0,0,5,518,1,0,benign,benign
0,0,5,397,1,0,benign,benign
0,0,5,493,0,1,malignant,malignant
0,0,5,593,1,0,benign,benign
0,0,5,334,0,1,malignant,malignant
0,0,5,419,0.9,0.1,benign,benign
0,0,5,559,1,0,benign,benign
0,0,5,299,0.3,0.7,malignant,malignant
0,0,5,645,1,0,benign,benign
0,0,5,635,1,0,benign,benign
0,0,5,188,0,1,malignant,malignant
0,0,5,512,1,0,benign,benign
0,0,5,143,1,0,benign,benign
0,0,5,112,0.2,0.8,malignant,malignant
0,0,5,407,1,0,benign,benign
0,0,5,685,1,0,benign,benign
0,0,5,302,0,1,malignant,malignant
0,0,5,619,1,0,benign,benign
0,0,5,8,1,0,benign,benign
0,0,5,360,0,1,malignant,malignant
0,0,5,485,1,0,benign,benign
0,0,5,195,1,0,benign,benign
0,0,5,62,0.2,0.8,malignant,malignant
0,0,5,248,0.86134,0.13866,benign,benign
0,0,5,298,0.7,0.3,benign,benign
0,0,5,58,0.5,0.5,benign,malignant
0,0,5,442,1,0,benign,benign
0,0,5,429,1,0,benign,benign
0,0,5,514,0,1,malignant,malignant
0,0,5,365,1,0,benign,benign
0,0,5,30,1,0,benign,benign
0,0,5,263,0.1,0.9,malignant,malignant
0,0,5,408,0.8,0.2,benign,benign
0,0,5,416,0,1,malignant,malignant
0,0,5,148,0.6,0.4,benign,benign
0,0,5,647,1,0,benign,benign
0,0,5,68,0,1,malignant,malignant
0,0,5,79,1,0,benign,benign
0,0,5,296,0.2,0.8,malignant,benign
0,0,5,391,0,1,malignant,malignant
0,0,5,341,1,0,benign,benign
0,0,5,165,1,0,benign,benign
0,0,6,665,1,0,benign,benign
0,0,6,38,0.1,0.9,malignant,malignant
0,0,6,561,1,0,benign,benign
0,0,6,100,0,1,malignant,malignant
0,0,6,269,1,0,benign,benign
0,0,6,654,1,0,benign,benign
0,0,6,466,0,1,malignant,malignant
0,0,6,641,1,0,benign,benign
0,0,6,535,1,0,benign,benign
0,0,6,608,0,1,malignant,malignant
0,0,6,552,1,0,benign,benign
0,0,6,577,1,0,benign,benign
0,0,6,348,0.4,0.6,malignant,malignant
0,0,6,81,1,0,benign,benign
0,0,6,37,1,0,benign,benign
0,0,6,166,0.2,0.8,malignant,malignant
0,0,6,447,1,0,benign,benign
0,0,6,521,1,0,benign,benign
0,0,6,173,0,1,malignant,malignant
0,0,6,168,1,0,benign,benign
0,0,6,657,0.5,0.5,benign,benign
0,0,6,109,0,1,malignant,malignant
0,0,6,585,1,0,benign,benign
0,0,6,575,1,0,benign,benign
0,0,6,205,0,1,malignant,malignant
0,0,6,141,1,0,benign,benign
0,0,6,203,1,0,benign,benign
0,0,6,32,0,1,malignant,malignant
0,0,6,518,1,0,benign,benign
0,0,6,397,1,0,benign,benign
0,0,6,493,0,1,malignant,malignant
0,0,6,593,1,0,benign,benign
0,0,6,334,0.1,0.9,malignant,malignant
0,0,6,419,0.8,0.2,benign,benign
0,0,6,559,1,0,benign,benign
0,0,6,299,0.2,0.8,malignant,malignant
0,0,6,645,1,0,benign,benign
0,0,6,635,1,0,benign,benign
0,0,6,188,0,1,malignant,malignant
0,0,6,512,1,0,benign,benign
0,0,6,143,1,0,benign,benign
0,0,6,112,0.1,0.9,malignant,malignant
0,0,6,407,1,0,benign,benign
0,0,6,685,1,0,benign,benign
0,0,6,302,0,1,malignant,malignant
0,0,6,619,1,0,benign,benign
0,0,6,8,1,0,benign,benign
0,0,6,360,0,1,malignant,malignant
0,0,6,485,0.9,0.1,benign,benign
0,0,6,195,1,0,benign,benign
0,0,6,62,0,1,malignant,malignant
0,0,6,248,0.8,0.2,benign,benign
0,0,6,298,0.5,0.5,benign,benign
0,0,6,58,0.2,0.8,malignant,malignant
0,0,6,442,1,0,benign,benign
0,0,6,429,1,0,benign,benign
0,0,6,514,0,1,malignant,malignant
0,0,6,365,1,0,benign,benign
0,0,6,30,1,0,benign,benign
0,0,6,263,0,1,malignant,malignant
0,0,6,408,1,0,benign,benign
0,0,6,416,0,1,malignant,malignant
0,0,6,148,0.7,0.3,benign,benign
0,0,6,647,1,0,benign,benign
0,0,6,68,0,1,malignant,malignant
0,0,6,79,1,0,benign,benign
0,0,6,296,0,1,malignant,benign
0,0,6,391,0,1,malignant,malignant
0,0,6,341,1,0,benign,benign
0,0,6,165,1,0,benign,benign
0,0,7,665,1,0,benign,benign
0,0,7,38,0.1,0.9,malignant,malignant
0,0,7,561,1,0,benign,benign
0,0,7,100,0,1,malignant,malignant
0,0,7,269,1,0,benign,benign
0,0,7,654,1,0,benign,benign
0,0,7,466,0,1,malignant,malignant
0,0,7,641,1,0,benign,benign
0,0,7,535,1,0,benign,benign
0,0,7,608,0,1,malignant,malignant
0,0,7,552,1,0,benign,benign
0,0,7,577,1,0,benign,benign
0,0,7,348,0.4,0.6,malignant,malignant
0,0,7,81,1,0,benign,benign
0,0,7,37,0.6,0.4,benign,benign
0,0,7,166,0.3,0.7,malignant,malignant
0,0,7,447,1,0,benign,benign
0,0,7,521,1,0,benign,benign
0,0,7,173,0,1,malignant,malignant
0,0,7,168,1,0,benign,benign
0,0,7,657,0.4,0.6,malignant,benign
0,0,7,109,0.4,0.6,malignant,malignant
0,0,7,585,1,0,benign,benign
0,0,7,575,1,0,benign,benign
0,0,7,205,0.1,0.9,malignant,malignant
0,0,7,141,1,0,benign,benign
0,0,7,203,1,0,benign,benign
0,0,7,32,0,1,malignant,malignant
0,0,7,518,1,0,benign,benign
0,0,7,397,1,0,benign,benign
0,0,7,493,0,1,malignant,malignant
0,0,7,593,1,0,benign,benign
0,0,7,334,0.1,0.9,malignant,malignant
0,0,7,419,1,0,benign,benign
0,0,7,559,1,0,benign,benign
0,0,7,299,0.1,0.9,malignant,malignant
0,0,7,645,1,0,benign,benign
0,0,7,635,1,0,benign,benign
0,0,7,188,0,1,malignant,malignant
0,0,7,512,1,0,benign,benign
0,0,7,143,1,0,benign,benign
0,0,7,112,0,1,malignant,malignant
0,0,7,407,1,0,benign,benign
0,0,7,685,1,0,benign,benign
0,0,7,302,0,1,malignant,malignant
0,0,7,619,1,0,benign,benign
0,0,7,8,1,0,benign,benign
0,0,7,360,0,1,malignant,malignant
0,0,7,485,0.9,0.1,benign,benign
0,0,7,195,1,0,benign,benign
0,0,7,62,0,1,malignant,malignant
0,0,7,248,1,0,benign,benign
0,0,7,298,0.9,0.1,benign,benign
0,0,7,58,0.1,0.9,malignant,malignant
0,0,7,442,0.9,0.1,benign,benign
0,0,7,429,1,0,benign,benign
0,0,7,514,0.4,0.6,malignant,malignant
0,0,7,365,1,0,benign,benign
0,0,7,30,1,0,benign,benign
0,0,7,263,0,1,malignant,malignant
0,0,7,408,1,0,benign,benign
0,0,7,416,0,1,malignant,malignant
0,0,7,148,0.9,0.1,benign,benign
0,0,7,647,1,0,benign,benign
0,0,7,68,0,1,malignant,malignant
0,0,7,79,1,0,benign,benign
0,0,7,296,0.2,0.8,malignant,benign
0,0,7,391,0,1,malignant,malignant
0,0,7,341,1,0,benign,benign
0,0,7,165,1,0,benign,benign
0,1,0,224,0,1,malignant,malignant
0,1,0,587,1,0,benign,benign
0,1,0,470,1,0,benign,benign
0,1,0,449,0,1,malignant,malignant
0,1,0,662,1,0,benign,benign
0,1,0,347,0.9,0.1,benign,benign
0,1,0,55,0.1,0.9,malignant,malignant
0,1,0,180,1,0,benign,benign
0,1,0,82,1,0,benign,benign
0,1,0,648,0.3,0.7,malignant,malignant
0,1,0,517,1,0,benign,benign
0,1,0,494,0.5,0.5,benign,benign
0,1,0,530,0,1,malignant,malignant
0,1,0,228,1,0,benign,benign
0,1,0,75,1,0,benign,benign
0,1,0,15,0.4,0.6,malignant,malignant
0,1,0,621,0.7,0.3,benign,benign
0,1,0,352,0.3,0.7,malignant,benign
0,1,0,107,0.3,0.7,malignant,malignant
0,1,0,452,1,0,benign,benign
0,1,0,412,0,1,malignant,malignant
0,1,0,1,0.2,0.8,malignant,benign
0,1,0,415,0.3,0.7,malignant,benign
0,1,0,128,0,1,malignant,malignant
0,1,0,527,1,0,benign,benign
0,1,0,615,1,0,benign,benign
0,1,0,98,0.1,0.9,malignant,malignant
0,1,0,164,0.871701,0.128299,benign,benign
0,1,0,437,1,0,benign,benign
0,1,0,549,0,1,malignant,malignant
0,1,0,379,0.7,0.3,benign,benign
0,1,0,529,1,0,benign,benign
0,1,0,286,0,1,malignant,malignant
0,1,0,620,1,0,benign,benign
0,1,0,276,1,0,benign,benign
0,1,0,326,0.4,0.6,malignant,malignant
0,1,0,212,1,0,benign,benign
0,1,0,500,1,0,benign,benign
0,1,0,54,0,1,malignant,malignant
0,1,0,324,1,0,benign,benign
0,1,0,338,1,0,benign,benign
0,1,0,239,0.1,0.9,malignant,malignant
0,1,0,638,1,0,benign,benign
0,1,0,17,1,0,benign,benign
0,1,0,283,0.1,0.9,malignant,malignant
0,1,0,534,1,0,benign,benign
0,1,0,209,1,0,benign,benign
0,1,0,436,0.6,0.4,benign,malignant
0,1,0,496,1,0,benign,benign
0,1,0,515,0,1,malignant,malignant
0,1,0,502,1,0,benign,benign
0,1,0,406,1,0,benign,benign
0,1,0,260,0.1,0.9,malignant,malignant
0,1,0,131,1,0,benign,benign
0,1,0,157,1,0,benign,benign
0,1,0,73,0,1,malignant,malignant
0,1,0,511,1,0,benign,benign
0,1,0,121,1,0,benign,benign
0,1,0,697,0,1,malignant,malignant
0,1,0,598,1,0,benign,benign
0,1,0,158,0.873869,0.126131,benign,benign
0,1,0,670,0.1,0.9,malignant,malignant
0,1,0,345,1,0,benign,benign
0,1,0,332,1,0,benign,benign
0,1,0,489,0.4,0.6,malignant,malignant
0,1,0,600,1,0,benign,benign
0,1,0,3,0.2,0.8,malignant,benign
0,1,0,230,0,1,malignant,malignant
0,1,0,156,1,0,benign,benign
0,1,0,389,1,0,benign,benign
0,1,1,224,0,1,malignant,malignant
0,1,1,587,1,0,benign,benign
0,1,1,470,1,0,benign,benign
0,1,1,449,0,1,malignant,malignant
0,1,1,662,1,0,benign,benign
0,1,1,347,0.9,0.1,benign,benign
0,1,1,55,0.1,0.9,malignant,malignant
0,1,1,180,1,0,benign,benign
0,1,1,82,1,0,benign,benign
0,1,1,648,0.4,0.6,malignant,malignant
0,1,1,517,1,0,benign,benign
0,1,1,494,0.8,0.2,benign,benign
0,1,1,530,0.1,0.9,malignant,malignant
0,1,1,228,1,0,benign,benign
0,1,1,75,1,0,benign,benign
0,1,1,15,0.3,0.7,malignant,malignant
0,1,1,621,0.8,0.2,benign,benign
0,1,1,352,0.7,0.3,benign,benign
0,1,1,107,0,1,malignant,malignant
0,1,1,452,1,0,benign,benign
0,1,1,412,0.1,0.9,malignant,malignant
0,1,1,1,0.1,0.9,malignant,benign
0,1,1,415,0.4,0.6,malignant,benign
0,1,1,128,0,1,malignant,malignant
0,1,1,527,1,0,benign,benign
0,1,1,615,1,0,benign,benign
0,1,1,98,0,1,malignant,malignant
0,1,1,164,0.877335,0.122665,benign,benign
0,1,1,437,1,0,benign,benign
0,1,1,549,0.3,0.7,malignant,malignant
0,1,1,379,1,0,benign,benign
0,1,1,529,1,0,benign,benign
0,1,1,286,0,1,malignant,malignant
0,1,1,620,1,0,benign,benign
0,1,1,276,1,0,benign,benign
0,1,1,326,0.4,0.6,malignant,malignant
0,1,1,212,1,0,benign,benign
0,1,1,500,1,0,benign,benign
0,1,1,54,0,1,malignant,malignant
0,1,1,324,1,0,benign,benign
0,1,1,338,1,0,benign,benign
0,1,1,239,0.1,0.9,malignant,malignant
0,1,1,638,1,0,benign,benign
0,1,1,17,1,0,benign,benign
0,1,1,283,0,1,malignant,malignant
0,1,1,534,1,0,benign,benign
0,1,1,209,1,0,benign,benign
0,1,1,436,0.5,0.5,benign,malignant
0,1,1,496,1,0,benign,benign
0,1,1,515,0,1,malignant,malignant
0,1,1,502,1,0,benign,benign
0,1,1,406,1,0,benign,benign
0,1,1,260,0.1,0.9,malignant,malignant
0,1,1,131,1,0,benign,benign
0,1,1,157,1,0,benign,benign
0,1,1,73,0,1,malignant,malignant
0,1,1,511,1,0,benign,benign
0,1,1,121,1,0,benign,benign
0,1,1,697,0.2,0.8,malignant,malignant
0,1,1,598,1,0,benign,benign
0,1,1,158,0.877335,0.122665,benign,benign
0,1,1,670,0,1,malignant,malignant
0,1,1,345,1,0,benign,benign
0,1,1,332,1,0,benign,benign
0,1,1,489,0.9,0.1,benign,malignant
0,1,1,600,1,0,benign,benign
0,1,1,3,0.6,0.4,benign,benign
0,1,1,230,0,1,malignant,malignant
0,1,1,156,1,0,benign,benign
0,1,1,389,1,0,benign,benign
0,1,2,224,0,1,malignant,malignant
0,1,2,587,1,0,benign,benign
0,1,2,470,1,0,benign,benign
0,1,2,449,0,1,malignant,malignant
0,1,2,662,1,0,benign,benign
0,1,2,347,1,0,benign,benign
0,1,2,55,0.2,0.8,malignant,malignant
0,1,2,180,1,0,benign,benign
0,1,2,82,1,0,benign,benign
0,1,2,648,0,1,malignant,malignant
0,1,2,517,1,0,benign,benign
0,1,2,494,0.9,0.1,benign,benign
0,1,2,530,0,1,malignant,malignant
0,1,2,228,1,0,benign,benign
0,1,2,75,0.9,0.1,benign,benign
0,1,2,15,0.4,0.6,malignant,malignant
0,1,2,621,0.7,0.3,benign,benign
0,1,2,352,0.3,0.7,malignant,benign
0,1,2,107,0,1,malignant,malignant
0,1,2,452,1,0,benign,benign
0,1,2,412,0.2,0.8,malignant,malignant
0,1,2,1,0.3,0.7,malignant,benign
0,1,2,415,0.6,0.4,benign,benign
0,1,2,128,0,1,malignant,malignant
0,1,2,527,1,0,benign,benign
0,1,2,615,1,0,benign,benign
0,1,2,98,0,1,malignant,malignant
0,1,2,164,0.973387,0.026613,benign,benign
0,1,2,437,1,0,benign,benign
0,1,2,549,0,1,malignant,malignant
0,1,2,379,1,0,benign,benign
0,1,2,529,1,0,benign,benign
0,1,2,286,0,1,malignant,malignant
0,1,2,620,1,0,benign,benign
0,1,2,276,1,0,benign,benign
0,1,2,326,0.8,0.2,benign,malignant
0,1,2,212,1,0,benign,benign
0,1,2,500,1,0,benign,benign
0,1,2,54,0.3,0.7,malignant,malignant
0,1,2,324,1,0,benign,benign
0,1,2,338,1,0,benign,benign
0,1,2,239,0,1,malignant,malignant
0,1,2,638,1,0,benign,benign
0,1,2,17,1,0,benign,benign
0,1,2,283,0.2,0.8,malignant,malignant
0,1,2,534,1,0,benign,benign
0,1,2,209,1,0,benign,benign
0,1,2,436,0,1,malignant,malignant
0,1,2,496,1,0,benign,benign
0,1,2,515,0.1,0.9,malignant,malignant
0,1,2,502,1,0,benign,benign
0,1,2,406,1,0,benign,benign
0,1,2,260,0,1,malignant,malignant
0,1,2,131,1,0,benign,benign
0,1,2,157,1,0,benign,benign
0,1,2,73,0,1,malignant,malignant
0,1,2,511,1,0,benign,benign
0,1,2,121,1,0,benign,benign
0,1,2,697,0.3,0.7,malignant,malignant
0,1,2,598,1,0,benign,benign
0,1,2,158,0.9,0.1,benign,benign
0,1,2,670,0,1,malignant,malignant
0,1,2,345,1,0,benign,benign
0,1,2,332,1,0,benign,benign
0,1,2,489,0.6,0.4,benign,malignant
0,1,2,600,1,0,benign,benign
0,1,2,3,0.4,0.6,malignant,benign
0,1,2,230,0.3,0.7,malignant,malignant
0,1,2,156,1,0,benign,benign
0,1,2,389,1,0,benign,benign
0,1,3,224,0,1,malignant,malignant
0,1,3,587,1,0,benign,benign
0,1,3,470,1,0,benign,benign
0,1,3,449,0,1,malignant,malignant
0,1,3,662,1,0,benign,benign
0,1,3,347,1,0,benign,benign
0,1,3,55,0.1,0.9,malignant,malignant
0,1,3,180,1,0,benign,benign
0,1,3,82,1,0,benign,benign
0,1,3,648,0.1,0.9,malignant,malignant
0,1,3,517,1,0,benign,benign
0,1,3,494,0.7,0.3,benign,benign
0,1,3,530,0,1,malignant,malignant
0,1,3,228,1,0,benign,benign
0,1,3,75,1,0,benign,benign
0,1,3,15,0,1,malignant,malignant
0,1,3,621,0.5,0.5,benign,benign
0,1,3,352,0.2,0.8,malignant,benign
0,1,3,107,0,1,malignant,malignant
0,1,3,452,1,0,benign,benign
0,1,3,412,0,1,malignant,malignant
0,1,3,1,0.2,0.8,malignant,benign
0,1,3,415,0.3,0.7,malignant,benign
0,1,3,128,0.2,0.8,malignant,malignant
0,1,3,527,1,0,benign,benign
0,1,3,615,1,0,benign,benign
0,1,3,98,0.1,0.9,malignant,malignant
0,1,3,164,0.969538,0.030462,benign,benign
0,1,3,437,1,0,benign,benign
0,1,3,549,0,1,malignant,malignant
0,1,3,379,0.8,0.2,benign,benign
0,1,3,529,1,0,benign,benign
0,1,3,286,0.1,0.9,malignant,malignant
0,1,3,620,1,0,benign,benign
0,1,3,276,1,0,benign,benign
0,1,3,326,0.6,0.4,benign,malignant
0,1,3,212,1,0,benign,benign
0,1,3,500,1,0,benign,benign
0,1,3,54,0.1,0.9,malignant,malignant
0,1,3,324,1,0,benign,benign
0,1,3,338,1,0,benign,benign
0,1,3,239,0,1,malignant,malignant
0,1,3,638,1,0,benign,benign
0,1,3,17,1,0,benign,benign
0,1,3,283,0,1,malignant,malignant
0,1,3,534,1,0,benign,benign
0,1,3,209,1,0,benign,benign
0,1,3,436,0.2,0.8,malignant,malignant
0,1,3,496,1,0,benign,benign
0,1,3,515,0,1,malignant,malignant
0,1,3,502,1,0,benign,benign
0,1,3,406,1,0,benign,benign
0,1,3,260,0.1,0.9,malignant,malignant
0,1,3,131,1,0,benign,benign
0,1,3,157,1,0,benign,benign
0,1,3,73,0,1,malignant,malignant
0,1,3,511,1,0,benign,benign
0,1,3,121,1,0,benign,benign
0,1,3,697,0,1,malignant,malignant
0,1,3,598,1,0,benign,benign
0,1,3,158,0.831549,0.168451,benign,benign
0,1,3,670,0,1,malignant,malignant
0,1,3,345,1,0,benign,benign
0,1,3,332,1,0,benign,benign
0,1,3,489,0.4,0.6,malignant,malignant
0,1,3,600,1,0,benign,benign
0,1,3,3,0.4,0.6,malignant,benign
0,1,3,230,0,1,malignant,malignant
0,1,3,156,1,0,benign,benign
0,1,3,389,1,0,benign,benign
0,1,4,224,0,1,malignant,malignant
0,1,4,587,1,0,benign,benign
0,1,4,470,1,0,benign,benign
0,1,4,449,0,1,malignant,malignant
0,1,4,662,1,0,benign,benign
0,1,4,347,1,0,benign,benign
0,1,4,55,0,1,malignant,malignant
0,1,4,180,1,0,benign,benign
0,1,4,82,1,0,benign,benign
0,1,4,648,0,1,malignant,malignant
0,1,4,517,1,0,benign,benign
0,1,4,494,0.6,0.4,benign,benign
0,1,4,530,0,1,malignant,malignant
0,1,4,228,1,0,benign,benign
0,1,4,75,0.9,0.1,benign,benign
0,1,4,15,0,1,malignant,malignant
0,1,4,621,0.3,0.7,malignant,benign
0,1,4,352,0.4,0.6,malignant,benign
0,1,4,107,0,1,malignant,malignant
0,1,4,452,1,0,benign,benign
0,1,4,412,0,1,malignant,malignant
0,1,4,1,0.1,0.9,malignant,benign
0,1,4,415,0.5,0.5,benign,benign
0,1,4,128,0.3,0.7,malignant,malignant
0,1,4,527,1,0,benign,benign
0,1,4,615,1,0,benign,benign
0,1,4,98,0.5,0.5,benign,malignant
0,1,4,164,1,0,benign,benign
0,1,4,437,1,0,benign,benign
0,1,4,549,0,1,malignant,malignant
0,1,4,379,0.8,0.2,benign,benign
0,1,4,529,1,0,benign,benign
0,1,4,286,0,1,malignant,malignant
0,1,4,620,1,0,benign,benign
0,1,4,276,1,0,benign,benign
0,1,4,326,0.9,0.1,benign,malignant
0,1,4,212,1,0,benign,benign
0,1,4,500,1,0,benign,benign
0,1,4,54,0,1,malignant,malignant
0,1,4,324,1,0,benign,benign
0,1,4,338,1,0,benign,benign
0,1,4,239,0.1,0.9,malignant,malignant
0,1,4,638,1,0,benign,benign
0,1,4,17,1,0,benign,benign
0,1,4,283,0.1,0.9,malignant,malignant
0,1,4,534,1,0,benign,benign
0,1,4,209,1,0,benign,benign
0,1,4,436,0.5,0.5,benign,malignant
0,1,4,496,1,0,benign,benign
0,1,4,515,0.1,0.9,malignant,malignant
0,1,4,502,1,0,benign,benign
0,1,4,406,1,0,benign,benign
0,1,4,260,0,1,malignant,malignant
0,1,4,131,1,0,benign,benign
0,1,4,157,1,0,benign,benign
0,1,4,73,0,1,malignant,malignant
0,1,4,511,1,0,benign,benign
0,1,4,121,1,0,benign,benign
0,1,4,697,0.1,0.9,malignant,malignant
0,1,4,598,1,0,benign,benign
0,1,4,158,0.88465,0.11535,benign,benign
0,1,4,670,0.2,0.8,malignant,malignant
0,1,4,345,1,0,benign,benign
0,1,4,332,1,0,benign,benign
0,1,4,489,0.6,0.4,benign,malignant
0,1,4,600,1,0,benign,benign
0,1,4,3,0.6,0.4,benign,benign
0,1,4,230,0.1,0.9,malignant,malignant
0,1,4,156,1,0,benign,benign
0,1,4,389,1,0,benign,benign
0,1,5,224,0,1,malignant,malignant
0,1,5,587,1,0,benign,benign
0,1,5,470,1,0,benign,benign
0,1,5,449,0,1,malignant,malignant
0,1,5,662,1,0,benign,benign
0,1,5,347,1,0,benign,benign
0,1,5,55,0.2,0.8,malignant,malignant
0,1,5,180,1,0,benign,benign
0,1,5,82,1,0,benign,benign
0,1,5,648,0,1,malignant,malignant
0,1,5,517,1,0,benign,benign
0,1,5,494,0.7,0.3,benign,benign
0,1,5,530,0,1,malignant,malignant
0,1,5,228,1,0,benign,benign
0,1,5,75,0.8,0.2,benign,benign
0,1,5,15,0.2,0.8,malignant,malignant
0,1,5,621,0.6,0.4,benign,benign
0,1,5,352,0.7,0.3,benign,benign
0,1,5,107,0,1,malignant,malignant
0,1,5,452,1,0,benign,benign
0,1,5,412,0,1,malignant,malignant
0,1,5,1,0.228743,0.771257,malignant,benign
0,1,5,415,0.8,0.2,benign,benign
0,1,5,128,0.3,0.7,malignant,malignant
0,1,5,527,1,0,benign,benign
0,1,5,615,1,0,benign,benign
0,1,5,98,0.2,0.8,malignant,malignant
0,1,5,164,0.989021,0.010979,benign,benign
0,1,5,437,1,0,benign,benign
0,1,5,549,0,1,malignant,malignant
0,1,5,379,0.9,0.1,benign,benign
0,1,5,529,1,0,benign,benign
0,1,5,286,0,1,malignant,malignant
0,1,5,620,1,0,benign,benign
0,1,5,276,1,0,benign,benign
0,1,5,326,0.4,0.6,malignant,malignant
0,1,5,212,1,0,benign,benign
0,1,5,500,1,0,benign,benign
0,1,5,54,0.1,0.9,malignant,malignant
0,1,5,324,1,0,benign,benign
0,1,5,338,1,0,benign,benign
0,1,5,239,0.1,0.9,malignant,malignant
0,1,5,638,1,0,benign,benign
0,1,5,17,1,0,benign,benign
0,1,5,283,0,1,malignant,malignant
0,1,5,534,1,0,benign,benign
0,1,5,209,1,0,benign,benign
0,1,5,436,0.3,0.7,malignant,malignant
0,1,5,496,1,0,benign,benign
0,1,5,515,0,1,malignant,malignant
0,1,5,502,1,0,benign,benign
0,1,5,406,1,0,benign,benign
0,1,5,260,0,1,malignant,malignant
0,1,5,131,1,0,benign,benign
0,1,5,157,1,0,benign,benign
0,1,5,73,0,1,malignant,malignant
0,1,5,511,1,0,benign,benign
0,1,5,121,1,0,benign,benign
0,1,5,697,0.2,0.8,malignant,malignant
0,1,5,598,1,0,benign,benign
0,1,5,158,1,0,benign,benign
0,1,5,670,0,1,malignant,malignant
0,1,5,345,1,0,benign,benign
0,1,5,332,1,0,benign,benign
0,1,5,489,0.6,0.4,benign,malignant
0,1,5,600,1,0,benign,benign
0,1,5,3,0.1,0.9,malignant,benign
0,1,5,230,0.2,0.8,malignant,malignant
0,1,5,156,1,0,benign,benign
0,1,5,389,1,0,benign,benign
0,1,6,224,0,1,malignant,malignant
0,1,6,587,1,0,benign,benign
0,1,6,470,1,0,benign,benign
0,1,6,449,0,1,malignant,malignant
0,1,6,662,1,0,benign,benign
0,1,6,347,1,0,benign,benign
0,1,6,55,0.1,0.9,malignant,malignant
0,1,6,180,1,0,benign,benign
0,1,6,82,1,0,benign,benign
0,1,6,648,0,1,malignant,malignant
0,1,6,517,1,0,benign,benign
0,1,6,494,0.6,0.4,benign,benign
0,1,6,530,0.1,0.9,malignant,malignant
0,1,6,228,1,0,benign,benign
0,1,6,75,1,0,benign,benign
0,1,6,15,0.4,0.6,malignant,malignant
0,1,6,621,0.5,0.5,benign,benign
0,1,6,352,0.4,0.6,malignant,benign
0,1,6,107,0.1,0.9,malignant,malignant
0,1,6,452,1,0,benign,benign
0,1,6,412,0,1,malignant,malignant
0,1,6,1,0.4,0.6,malignant,benign
0,1,6,415,0.5,0.5,benign,benign
0,1,6,128,0.1,0.9,malignant,malignant
0,1,6,527,1,0,benign,benign
0,1,6,615,1,0,benign,benign
0,1,6,98,0,1,malignant,malignant
0,1,6,164,0.994788,0.005212,benign,benign
0,1,6,437,1,0,benign,benign
0,1,6,549,0,1,malignant,malignant
0,1,6,379,0.7,0.3,benign,benign
0,1,6,529,1,0,benign,benign
0,1,6,286,0,1,malignant,malignant
0,1,6,620,1,0,benign,benign
0,1,6,276,1,0,benign,benign
0,1,6,326,0.6,0.4,benign,malignant
0,1,6,212,1,0,benign,benign
0,1,6,500,1,0,benign,benign
0,1,6,54,0,1,malignant,malignant
0,1,6,324,1,0,benign,benign
0,1,6,338,1,0,benign,benign
0,1,6,239,0,1,malignant,malignant
0,1,6,638,1,0,benign,benign
0,1,6,17,1,0,benign,benign
0,1,6,283,0,1,malignant,malignant
0,1,6,534,1,0,benign,benign
0,1,6,209,1,0,benign,benign
0,1,6,436,0.1,0.9,malignant,malignant
0,1,6,496,1,0,benign,benign
0,1,6,515,0.1,0.9,malignant,malignant
0,1,6,502,1,0,benign,benign
0,1,6,406,1,0,benign,benign
0,1,6,260,0,1,malignant,malignant
0,1,6,131,1,0,benign,benign
0,1,6,157,1,0,benign,benign
0,1,6,73,0.1,0.9,malignant,malignant
0,1,6,511,1,0,benign,benign
0,1,6,121,1,0,benign,benign
0,1,6,697,0,1,malignant,malignant
0,1,6,598,1,0,benign,benign
0,1,6,158,0.988,0.012,benign,benign
0,1,6,670,0,1,malignant,malignant
0,1,6,345,1,0,benign,benign
0,1,6,332,1,0,benign,benign
0,1,6,489,0.4,0.6,malignant,malignant
0,1,6,600,1,0,benign,benign
0,1,6,3,0.3,0.7,malignant,benign
0,1,6,230,0.1,0.9,malignant,malignant
0,1,6,156,1,0,benign,benign
0,1,6,389,1,0,benign,benign
0,1,7,224,0,1,malignant,malignant
0,1,7,587,1,0,benign,benign
0,1,7,470,1,0,benign,benign
0,1,7,449,0,1,malignant,malignant
0,1,7,662,1,0,benign,benign
0,1,7,347,1,0,benign,benign
0,1,7,55,0,1,malignant,malignant
0,1,7,180,1,0,benign,benign
0,1,7,82,1,0,benign,benign
0,1,7,648,0,1,malignant,malignant
0,1,7,517,1,0,benign,benign
0,1,7,494,0.4,0.6,malignant,benign
0,1,7,530,0.2,0.8,malignant,malignant
0,1,7,228,1,0,benign,benign
0,1,7,75,1,0,benign,benign
0,1,7,15,0.8,0.2,benign,malignant
0,1,7,621,0.6,0.4,benign,benign
0,1,7,352,0.3,0.7,malignant,benign
0,1,7,107,0.3,0.7,malignant,malignant
0,1,7,452,1,0,benign,benign
0,1,7,412,0,1,malignant,malignant
0,1,7,1,0.2,0.8,malignant,benign
0,1,7,415,0.7,0.3,benign,benign
0,1,7,128,0.1,0.9,malignant,malignant
0,1,7,527,1,0,benign,benign
0,1,7,615,1,0,benign,benign
0,1,7,98,0,1,malignant,malignant
0,1,7,164,0.955556,0.044444,benign,benign
0,1,7,437,1,0,benign,benign
0,1,7,549,0.2,0.8,malignant,malignant
0,1,7,379,0.5,0.5,benign,benign
0,1,7,529,1,0,benign,benign
0,1,7,286,0,1,malignant,malignant
0,1,7,620,1,0,benign,benign
0,1,7,276,1,0,benign,benign
0,1,7,326,0.3,0.7,malignant,malignant
0,1,7,212,1,0,benign,benign
0,1,7,500,1,0,benign,benign
0,1,7,54,0.1,0.9,malignant,malignant
0,1,7,324,1,0,benign,benign
0,1,7,338,1,0,benign,benign
0,1,7,239,0,1,malignant,malignant
0,1,7,638,1,0,benign,benign
0,1,7,17,1,0,benign,benign
0,1,7,283,0,1,malignant,malignant
0,1,7,534,1,0,benign,benign
0,1,7,209,1,0,benign,benign
0,1,7,436,0.1,0.9,malignant,malignant
0,1,7,496,1,0,benign,benign
0,1,7,515,0.3,0.7,malignant,malignant
0,1,7,502,1,0,benign,benign
0,1,7,406,1,0,benign,benign
0,1,7,260,0,1,malignant,malignant
0,1,7,131,1,0,benign,benign
0,1,7,157,1,0,benign,benign
0,1,7,73,0.1,0.9,malignant,malignant
0,1,7,511,1,0,benign,benign
0,1,7,121,1,0,benign,benign
0,1,7,697,0.1,0.9,malignant,malignant
0,1,7,598,1,0,benign,benign
0,1,7,158,0.960689,0.039311,benign,benign
0,1,7,670,0,1,malignant,malignant
0,1,7,345,1,0,benign,benign
0,1,7,332,1,0,benign,benign
0,1,7,489,0.7,0.3,benign,malignant
0,1,7,600,1,0,benign,benign
0,1,7,3,0.1,0.9,malignant,benign
0,1,7,230,0.1,0.9,malignant,malignant
0,1,7,156,1,0,benign,benign
0,1,7,389,1,0,benign,benign
0,2,0,5,0,1,malignant,malignant
0,2,0,404,0.9,0.1,benign,benign
0,2,0,432,1,0,benign,benign
0,2,0,425,0,1,malignant,malignant
0,2,0,147,1,0,benign,benign
0,2,0,431,1,0,benign,benign
0,2,0,336,0,1,malignant,malignant
0,2,0,136,1,0,benign,benign
0,2,0,60,0.2,0.8,malignant,malignant
0,2,0,508,1,0,benign,benign
0,2,0,531,1,0,benign,benign
0,2,0,74,0.3,0.7,malignant,malignant
0,2,0,45,1,0,benign,benign
0,2,0,545,1,0,benign,benign
0,2,0,367,0,1,malignant,malignant
0,2,0,176,1,0,benign,benign
0,2,0,403,0.7,0.3,benign,benign
0,2,0,20,0.1,0.9,malignant,malignant
0,2,0,471,1,0,benign,benign
0,2,0,423,1,0,benign,benign
0,2,0,124,0,1,malignant,malignant
0,2,0,118,0.9,0.1,benign,benign
0,2,0,599,0.8,0.2,benign,benign
0,2,0,696,0.2,0.8,malignant,malignant
0,2,0,163,0.9,0.1,benign,benign
0,2,0,580,1,0,benign,benign
0,2,0,71,0.5,0.5,benign,malignant
0,2,0,460,1,0,benign,benign
0,2,0,595,1,0,benign,benign
0,2,0,63,0.5,0.5,benign,malignant
0,2,0,434,0.1,0.9,malignant,benign
0,2,0,547,1,0,benign,benign
0,2,0,366,0,1,malignant,malignant
0,2,0,249,0.871701,0.128299,benign,benign
0,2,0,225,1,0,benign,benign
0,2,0,214,0,1,malignant,malignant
0,2,0,524,1,0,benign,benign
0,2,0,126,0,1,malignant,malignant
0,2,0,368,1,0,benign,benign
0,2,0,197,0.9,0.1,benign,benign
0,2,0,483,0,1,malignant,malignant
0,2,0,127,1,0,benign,benign
0,2,0,189,0.9,0.1,benign,benign
0,2,0,636,0.4,0.6,malignant,malignant
0,2,0,259,0.2,0.8,malignant,benign
0,2,0,556,1,0,benign,benign
0,2,0,305,0,1,malignant,malignant
0,2,0,540,1,0,benign,benign
0,2,0,387,0.8,0.2,benign,benign
0,2,0,179,0.2,0.8,malignant,malignant
0,2,0,271,1,0,benign,benign
0,2,0,169,1,0,benign,benign
0,2,0,414,0.1,0.9,malignant,malignant
0,2,0,202,1,0,benign,benign
0,2,0,69,1,0,benign,benign
0,2,0,117,0,1,malignant,malignant
0,2,0,395,1,0,benign,benign
0,2,0,446,1,0,benign,benign
0,2,0,574,0.5,0.5,benign,malignant
0,2,0,433,0.9,0.1,benign,benign
0,2,0,495,1,0,benign,benign
0,2,0,210,0,1,malignant,malignant
0,2,0,516,1,0,benign,benign
0,2,0,399,0.9,0.1,benign,benign
0,2,0,104,0.4,0.6,malignant,malignant
0,2,0,583,1,0,benign,benign
0,2,0,42,0.1,0.9,malignant,malignant
0,2,0,501,1,0,benign,benign
0,2,0,693,1,0,benign,benign
0,2,0,329,0,1,malignant,malignant
0,2,1,5,0,1,malignant,malignant
0,2,1,404,1,0,benign,benign
0,2,1,432,1,0,benign,benign
0,2,1,425,0,1,malignant,malignant
0,2,1,147,1,0,benign,benign
0,2,1,431,1,0,benign,benign
0,2,1,336,0.1,0.9,malignant,malignant
0,2,1,136,1,0,benign,benign
0,2,1,60,0.5,0.5,benign,malignant
0,2,1,508,1,0,benign,benign
0,2,1,531,1,0,benign,benign
0,2,1,74,0.6,0.4,benign,malignant
0,2,1,45,1,0,benign,benign
0,2,1,545,1,0,benign,benign
0,2,1,367,0,1,malignant,malignant
0,2,1,176,1,0,benign,benign
0,2,1,403,1,0,benign,benign
0,2,1,20,0.1,0.9,malignant,malignant
0,2,1,471,1,0,benign,benign
0,2,1,423,1,0,benign,benign
0,2,1,124,0.1,0.9,malignant,malignant
0,2,1,118,1,0,benign,benign
0,2,1,599,1,0,benign,benign
0,2,1,696,0.3,0.7,malignant,malignant
0,2,1,163,1,0,benign,benign
0,2,1,580,1,0,benign,benign
0,2,1,71,0.5,0.5,benign,malignant
0,2,1,460,1,0,benign,benign
0,2,1,595,1,0,benign,benign
0,2,1,63,0.7,0.3,benign,malignant
0,2,1,434,0.1,0.9,malignant,benign
0,2,1,547,1,0,benign,benign
0,2,1,366,0,1,malignant,malignant
0,2,1,249,0.905209,0.094791,benign,benign
0,2,1,225,1,0,benign,benign
0,2,1,214,0,1,malignant,malignant
0,2,1,524,1,0,benign,benign
0,2,1,126,0,1,malignant,malignant
0,2,1,368,1,0,benign,benign
0,2,1,197,1,0,benign,benign
0,2,1,483,0,1,malignant,malignant
0,2,1,127,1,0,benign,benign
0,2,1,189,1,0,benign,benign
0,2,1,636,0.1,0.9,malignant,malignant
0,2,1,259,0.3,0.7,malignant,benign
0,2,1,556,1,0,benign,benign
0,2,1,305,0,1,malignant,malignant
0,2,1,540,1,0,benign,benign
0,2,1,387,1,0,benign,benign
0,2,1,179,0.2,0.8,malignant,malignant
0,2,1,271,1,0,benign,benign
0,2,1,169,1,0,benign,benign
0,2,1,414,0,1,malignant,malignant
0,2,1,202,1,0,benign,benign
0,2,1,69,1,0,benign,benign
0,2,1,117,0,1,malignant,malignant
0,2,1,395,1,0,benign,benign
0,2,1,446,1,0,benign,benign
0,2,1,574,0.3,0.7,malignant,malignant
0,2,1,433,1,0,benign,benign
0,2,1,495,1,0,benign,benign
0,2,1,210,0,1,malignant,malignant
0,2,1,516,1,0,benign,benign
0,2,1,399,1,0,benign,benign
0,2,1,104,0.1,0.9,malignant,malignant
0,2,1,583,1,0,benign,benign
0,2,1,42,0,1,malignant,malignant
0,2,1,501,1,0,benign,benign
0,2,1,693,1,0,benign,benign
0,2,1,329,0.1,0.9,malignant,malignant
0,2,2,5,0,1,malignant,malignant
0,2,2,404,1,0,benign,benign
0,2,2,432,1,0,benign,benign
0,2,2,425,0,1,malignant,malignant
0,2,2,147,1,0,benign,benign
0,2,2,431,1,0,benign,benign
0,2,2,336,0,1,malignant,malignant
0,2,2,136,1,0,benign,benign
0,2,2,60,0.8,0.2,benign,malignant
0,2,2,508,1,0,benign,benign
0,2,2,531,1,0,benign,benign
0,2,2,74,0.3,0.7,malignant,malignant
0,2,2,45,0.9,0.1,benign,benign
0,2,2,545,1,0,benign,benign
0,2,2,367,0,1,malignant,malignant
0,2,2,176,1,0,benign,benign
0,2,2,403,1,0,benign,benign
0,2,2,20,0.2,0.8,malignant,malignant
0,2,2,471,1,0,benign,benign
0,2,2,423,1,0,benign,benign
0,2,2,124,0.1,0.9,malignant,malignant
0,2,2,118,1,0,benign,benign
0,2,2,599,1,0,benign,benign
0,2,2,696,0.2,0.8,malignant,malignant
0,2,2,163,0.9,0.1,benign,benign
0,2,2,580,1,0,benign,benign
0,2,2,71,0.2,0.8,malignant,malignant
0,2,2,460,1,0,benign,benign
0,2,2,595,1,0,benign,benign
0,2,2,63,0.5,0.5,benign,malignant
0,2,2,434,0.2,0.8,malignant,benign
0,2,2,547,1,0,benign,benign
0,2,2,366,0,1,malignant,malignant
0,2,2,249,0.969903,0.030097,benign,benign
0,2,2,225,1,0,benign,benign
0,2,2,214,0,1,malignant,malignant
0,2,2,524,1,0,benign,benign
0,2,2,126,0,1,malignant,malignant
0,2,2,368,1,0,benign,benign
0,2,2,197,1,0,benign,benign
0,2,2,483,0,1,malignant,malignant
0,2,2,127,1,0,benign,benign
0,2,2,189,1,0,benign,benign
0,2,2,636,0,1,malignant,malignant
0,2,2,259,0.1,0.9,malignant,benign
0,2,2,556,1,0,benign,benign
0,2,2,305,0,1,malignant,malignant
0,2,2,540,1,0,benign,benign
0,2,2,387,1,0,benign,benign
0,2,2,179,0.6,0.4,benign,malignant
0,2,2,271,1,0,benign,benign
0,2,2,169,1,0,benign,benign
0,2,2,414,0,1,malignant,malignant
0,2,2,202,1,0,benign,benign
0,2,2,69,1,0,benign,benign
0,2,2,117,0,1,malignant,malignant
0,2,2,395,1,0,benign,benign
0,2,2,446,1,0,benign,benign
0,2,2,574,0.1,0.9,malignant,malignant
0,2,2,433,1,0,benign,benign
0,2,2,495,1,0,benign,benign
0,2,2,210,0,1,malignant,malignant
0,2,2,516,1,0,benign,benign
0,2,2,399,1,0,benign,benign
0,2,2,104,0,1,malignant,malignant
0,2,2,583,1,0,benign,benign
0,2,2,42,0.1,0.9,malignant,malignant
0,2,2,501,1,0,benign,benign
0,2,2,693,0.9,0.1,benign,benign
0,2,2,329,0.1,0.9,malignant,malignant
0,2,3,5,0,1,malignant,malignant
0,2,3,404,1,0,benign,benign
0,2,3,432,1,0,benign,benign
0,2,3,425,0,1,malignant,malignant
0,2,3,147,1,0,benign,benign
0,2,3,431,1,0,benign,benign
0,2,3,336,0.2,0.8,malignant,malignant
0,2,3,136,1,0,benign,benign
0,2,3,60,0.3,0.7,malignant,malignant
0,2,3,508,1,0,benign,benign
0,2,3,531,1,0,benign,benign
0,2,3,74,0.4,0.6,malignant,malignant
0,2,3,45,1,0,benign,benign
0,2,3,545,1,0,benign,benign
0,2,3,367,0,1,malignant,malignant
0,2,3,176,1,0,benign,benign
0,2,3,403,1,0,benign,benign
0,2,3,20,0,1,malignant,malignant
0,2,3,471,1,0,benign,benign
0,2,3,423,1,0,benign,benign
0,2,3,124,0,1,malignant,malignant
0,2,3,118,1,0,benign,benign
0,2,3,599,1,0,benign,benign
0,2,3,696,0.3,0.7,malignant,malignant
0,2,3,163,1,0,benign,benign
0,2,3,580,1,0,benign,benign
0,2,3,71,0.3,0.7,malignant,malignant
0,2,3,460,1,0,benign,benign
0,2,3,595,1,0,benign,benign
0,2,3,63,0.8,0.2,benign,malignant
0,2,3,434,0.1,0.9,malignant,benign
0,2,3,547,1,0,benign,benign
0,2,3,366,0,1,malignant,malignant
0,2,3,249,0.964641,0.035359,benign,benign
0,2,3,225,1,0,benign,benign
0,2,3,214,0,1,malignant,malignant
0,2,3,524,1,0,benign,benign
0,2,3,126,0,1,malignant,malignant
0,2,3,368,1,0,benign,benign
0,2,3,197,0.9,0.1,benign,benign
0,2,3,483,0,1,malignant,malignant
0,2,3,127,1,0,benign,benign
0,2,3,189,1,0,benign,benign
0,2,3,636,0,1,malignant,malignant
0,2,3,259,0.3,0.7,malignant,benign
0,2,3,556,1,0,benign,benign
0,2,3,305,0.1,0.9,malignant,malignant
0,2,3,540,1,0,benign,benign
0,2,3,387,1,0,benign,benign
0,2,3,179,0.8,0.2,benign,malignant
0,2,3,271,1,0,benign,benign
0,2,3,169,1,0,benign,benign
0,2,3,414,0,1,malignant,malignant
0,2,3,202,1,0,benign,benign
0,2,3,69,1,0,benign,benign
0,2,3,117,0,1,malignant,malignant
0,2,3,395,1,0,benign,benign
0,2,3,446,1,0,benign,benign
0,2,3,574,0.5,0.5,benign,malignant
0,2,3,433,1,0,benign,benign
0,2,3,495,1,0,benign,benign
0,2,3,210,0,1,malignant,malignant
0,2,3,516,1,0,benign,benign
0,2,3,399,1,0,benign,benign
0,2,3,104,0,1,malignant,malignant
0,2,3,583,1,0,benign,benign
0,2,3,42,0,1,malignant,malignant
0,2,3,501,1,0,benign,benign
0,2,3,693,1,0,benign,benign
0,2,3,329,0.1,0.9,malignant,malignant
0,2,4,5,0,1,malignant,malignant
0,2,4,404,1,0,benign,benign
0,2,4,432,1,0,benign,benign
0,2,4,425,0,1,malignant,malignant
0,2,4,147,1,0,benign,benign
0,2,4,431,1,0,benign,benign
0,2,4,336,0,1,malignant,malignant
0,2,4,136,1,0,benign,benign
0,2,4,60,0.5,0.5,benign,malignant
0,2,4,508,1,0,benign,benign
0,2,4,531,1,0,benign,benign
0,2,4,74,0.2,0.8,malignant,malignant
0,2,4,45,1,0,benign,benign
0,2,4,545,1,0,benign,benign
0,2,4,367,0,1,malignant,malignant
0,2,4,176,1,0,benign,benign
0,2,4,403,0.901887,0.098113,benign,benign
0,2,4,20,0.3,0.7,malignant,malignant
0,2,4,471,1,0,benign,benign
0,2,4,423,1,0,benign,benign
0,2,4,124,0,1,malignant,malignant
0,2,4,118,1,0,benign,benign
0,2,4,599,1,0,benign,benign
0,2,4,696,0,1,malignant,malignant
0,2,4,163,1,0,benign,benign
0,2,4,580,1,0,benign,benign
0,2,4,71,0.3,0.7,malignant,malignant
0,2,4,460,1,0,benign,benign
0,2,4,595,1,0,benign,benign
0,2,4,63,0.6,0.4,benign,malignant
0,2,4,434,0,1,malignant,benign
0,2,4,547,1,0,benign,benign
0,2,4,366,0,1,malignant,malignant
0,2,4,249,0.998113,0.001887,benign,benign
0,2,4,225,1,0,benign,benign
0,2,4,214,0,1,malignant,malignant
0,2,4,524,1,0,benign,benign
0,2,4,126,0,1,malignant,malignant
0,2,4,368,1,0,benign,benign
0,2,4,197,0.9,0.1,benign,benign
0,2,4,483,0,1,malignant,malignant
0,2,4,127,1,0,benign,benign
0,2,4,189,1,0,benign,benign
0,2,4,636,0,1,malignant,malignant
0,2,4,259,0.1,0.9,malignant,benign
0,2,4,556,1,0,benign,benign
0,2,4,305,0.1,0.9,malignant,malignant
0,2,4,540,1,0,benign,benign
0,2,4,387,1,0,benign,benign
0,2,4,179,0.7,0.3,benign,malignant
0,2,4,271,1,0,benign,benign
0,2,4,169,1,0,benign,benign
0,2,4,414,0,1,malignant,malignant
0,2,4,202,1,0,benign,benign
0,2,4,69,1,0,benign,benign
0,2,4,117,0,1,malignant,malignant
0,2,4,395,1,0,benign,benign
0,2,4,446,1,0,benign,benign
0,2,4,574,0,1,malignant,malignant
0,2,4,433,1,0,benign,benign
0,2,4,495,1,0,benign,benign
0,2,4,210,0,1,malignant,malignant
0,2,4,516,1,0,benign,benign
0,2,4,399,1,0,benign,benign
0,2,4,104,0,1,malignant,malignant
0,2,4,583,1,0,benign,benign
0,2,4,42,0,1,malignant,malignant
0,2,4,501,1,0,benign,benign
0,2,4,693,1,0,benign,benign
0,2,4,329,0,1,malignant,malignant
0,2,5,5,0,1,malignant,malignant
0,2,5,404,1,0,benign,benign
0,2,5,432,1,0,benign,benign
0,2,5,425,0,1,malignant,malignant
0,2,5,147,1,0,benign,benign
0,2,5,431,0.9,0.1,benign,benign
0,2,5,336,0.1,0.9,malignant,malignant
0,2,5,136,1,0,benign,benign
0,2,5,60,0.3,0.7,malignant,malignant
0,2,5,508,1,0,benign,benign
0,2,5,531,1,0,benign,benign
0,2,5,74,0.1,0.9,malignant,malignant
0,2,5,45,1,0,benign,benign
0,2,5,545,1,0,benign,benign
0,2,5,367,0,1,malignant,malignant
0,2,5,176,1,0,benign,benign
0,2,5,403,1,0,benign,benign
0,2,5,20,0.2,0.8,malignant,malignant
0,2,5,471,1,0,benign,benign
0,2,5,423,1,0,benign,benign
0,2,5,124,0.2,0.8,malignant,malignant
0,2,5,118,1,0,benign,benign
0,2,5,599,1,0,benign,benign
0,2,5,696,0,1,malignant,malignant
0,2,5,163,1,0,benign,benign
0,2,5,580,1,0,benign,benign
0,2,5,71,0.5,0.5,benign,malignant
0,2,5,460,1,0,benign,benign
0,2,5,595,1,0,benign,benign
0,2,5,63,0.8,0.2,benign,malignant
0,2,5,434,0,1,malignant,benign
0,2,5,547,1,0,benign,benign
0,2,5,366,0,1,malignant,malignant
0,2,5,249,1,0,benign,benign
0,2,5,225,1,0,benign,benign
0,2,5,214,0,1,malignant,malignant
0,2,5,524,1,0,benign,benign
0,2,5,126,0,1,malignant,malignant
0,2,5,368,1,0,benign,benign
0,2,5,197,1,0,benign,benign
0,2,5,483,0,1,malignant,malignant
0,2,5,127,1,0,benign,benign
0,2,5,189,1,0,benign,benign
0,2,5,636,0.008403,0.991597,malignant,malignant
0,2,5,259,0.6,0.4,benign,benign
0,2,5,556,1,0,benign,benign
0,2,5,305,0,1,malignant,malignant
0,2,5,540,1,0,benign,benign
0,2,5,387,1,0,benign,benign
0,2,5,179,0.9,0.1,benign,malignant
0,2,5,271,1,0,benign,benign
0,2,5,169,1,0,benign,benign
0,2,5,414,0,1,malignant,malignant
0,2,5,202,1,0,benign,benign
0,2,5,69,1,0,benign,benign
0,2,5,117,0,1,malignant,malignant
0,2,5,395,1,0,benign,benign
0,2,5,446,1,0,benign,benign
0,2,5,574,0.1,0.9,malignant,malignant
0,2,5,433,1,0,benign,benign
0,2,5,495,1,0,benign,benign
0,2,5,210,0,1,malignant,malignant
0,2,5,516,1,0,benign,benign
0,2,5,399,1,0,benign,benign
0,2,5,104,0.008403,0.991597,malignant,malignant
0,2,5,583,1,0,benign,benign
0,2,5,42,0,1,malignant,malignant
0,2,5,501,1,0,benign,benign
0,2,5,693,1,0,benign,benign
0,2,5,329,0,1,malignant,malignant
0,2,6,5,0,1,malignant,malignant
0,2,6,404,1,0,benign,benign
0,2,6,432,1,0,benign,benign
0,2,6,425,0,1,malignant,malignant
0,2,6,147,1,0,benign,benign
0,2,6,431,1,0,benign,benign
0,2,6,336,0.1,0.9,malignant,malignant
0,2,6,136,1,0,benign,benign
0,2,6,60,0.5,0.5,benign,malignant
0,2,6,508,1,0,benign,benign
0,2,6,531,1,0,benign,benign
0,2,6,74,0,1,malignant,malignant
0,2,6,45,1,0,benign,benign
0,2,6,545,1,0,benign,benign
0,2,6,367,0,1,malignant,malignant
0,2,6,176,1,0,benign,benign
0,2,6,403,1,0,benign,benign
0,2,6,20,0.2,0.8,malignant,malignant
0,2,6,471,1,0,benign,benign
0,2,6,423,1,0,benign,benign
0,2,6,124,0.1,0.9,malignant,malignant
0,2,6,118,1,0,benign,benign
0,2,6,599,1,0,benign,benign
0,2,6,696,0,1,malignant,malignant
0,2,6,163,1,0,benign,benign
0,2,6,580,1,0,benign,benign
0,2,6,71,0.3,0.7,malignant,malignant
0,2,6,460,1,0,benign,benign
0,2,6,595,1,0,benign,benign
0,2,6,63,0.8,0.2,benign,malignant
0,2,6,434,0.1,0.9,malignant,benign
0,2,6,547,1,0,benign,benign
0,2,6,366,0,1,malignant,malignant
0,2,6,249,1,0,benign,benign
0,2,6,225,1,0,benign,benign
0,2,6,214,0,1,malignant,malignant
0,2,6,524,1,0,benign,benign
0,2,6,126,0,1,malignant,malignant
0,2,6,368,1,0,benign,benign
0,2,6,197,1,0,benign,benign
0,2,6,483,0,1,malignant,malignant
0,2,6,127,1,0,benign,benign
0,2,6,189,1,0,benign,benign
0,2,6,636,0,1,malignant,malignant
0,2,6,259,0.2,0.8,malignant,benign
0,2,6,556,1,0,benign,benign
0,2,6,305,0,1,malignant,malignant
0,2,6,540,1,0,benign,benign
0,2,6,387,0.9,0.1,benign,benign
0,2,6,179,0.5,0.5,benign,malignant
0,2,6,271,1,0,benign,benign
0,2,6,169,1,0,benign,benign
0,2,6,414,0,1,malignant,malignant
0,2,6,202,1,0,benign,benign
0,2,6,69,1,0,benign,benign
0,2,6,117,0,1,malignant,malignant
0,2,6,395,1,0,benign,benign
0,2,6,446,1,0,benign,benign
0,2,6,574,0,1,malignant,malignant
0,2,6,433,1,0,benign,benign
0,2,6,495,1,0,benign,benign
0,2,6,210,0,1,malignant,malignant
0,2,6,516,1,0,benign,benign
0,2,6,399,1,0,benign,benign
0,2,6,104,0,1,malignant,malignant
0,2,6,583,1,0,benign,benign
0,2,6,42,0,1,malignant,malignant
0,2,6,501,1,0,benign,benign
0,2,6,693,1,0,benign,benign
0,2,6,329,0,1,malignant,malignant
0,2,7,5,0,1,malignant,malignant
0,2,7,404,1,0,benign,benign
0,2,7,432,1,0,benign,benign
0,2,7,425,0,1,malignant,malignant
0,2,7,147,1,0,benign,benign
0,2,7,431,1,0,benign,benign
0,2,7,336,0,1,malignant,malignant
0,2,7,136,1,0,benign,benign
0,2,7,60,0.3,0.7,malignant,malignant
0,2,7,508,1,0,benign,benign
0,2,7,531,1,0,benign,benign
0,2,7,74,0.011282,0.988718,malignant,malignant
0,2,7,45,1,0,benign,benign
0,2,7,545,1,0,benign,benign
0,2,7,367,0,1,malignant,malignant
0,2,7,176,1,0,benign,benign
0,2,7,403,1,0,benign,benign
0,2,7,20,0.1,0.9,malignant,malignant
0,2,7,471,1,0,benign,benign
0,2,7,423,1,0,benign,benign
0,2,7,124,0.2,0.8,malignant,malignant
0,2,7,118,1,0,benign,benign
0,2,7,599,1,0,benign,benign
0,2,7,696,0,1,malignant,malignant
0,2,7,163,1,0,benign,benign
0,2,7,580,1,0,benign,benign
0,2,7,71,0,1,malignant,malignant
0,2,7,460,1,0,benign,benign
0,2,7,595,1,0,benign,benign
0,2,7,63,0.6,0.4,benign,malignant
0,2,7,434,0,1,malignant,benign
0,2,7,547,1,0,benign,benign
0,2,7,366,0,1,malignant,malignant
0,2,7,249,0.994869,0.005131,benign,benign
0,2,7,225,1,0,benign,benign
0,2,7,214,0,1,malignant,malignant
0,2,7,524,1,0,benign,benign
0,2,7,126,0,1,malignant,malignant
0,2,7,368,1,0,benign,benign
0,2,7,197,1,0,benign,benign
0,2,7,483,0,1,malignant,malignant
0,2,7,127,1,0,benign,benign
0,2,7,189,1,0,benign,benign
0,2,7,636,0,1,malignant,malignant
0,2,7,259,0.3,0.7,malignant,benign
0,2,7,556,1,0,benign,benign
0,2,7,305,0,1,malignant,malignant
0,2,7,540,1,0,benign,benign
0,2,7,387,1,0,benign,benign
0,2,7,179,0.3,0.7,malignant,malignant
0,2,7,271,1,0,benign,benign
0,2,7,169,1,0,benign,benign
0,2,7,414,0,1,malignant,malignant
0,2,7,202,1,0,benign,benign
0,2,7,69,1,0,benign,benign
0,2,7,117,0,1,malignant,malignant
0,2,7,395,1,0,benign,benign
0,2,7,446,1,0,benign,benign
0,2,7,574,0,1,malignant,malignant
0,2,7,433,1,0,benign,benign
0,2,7,495,1,0,benign,benign
0,2,7,210,0,1,malignant,malignant
0,2,7,516,1,0,benign,benign
0,2,7,399,1,0,benign,benign
0,2,7,104,0.013278,0.986722,malignant,malignant
0,2,7,583,1,0,benign,benign
0,2,7,42,0,1,malignant,malignant
0,2,7,501,1,0,benign,benign
0,2,7,693,1,0,benign,benign
0,2,7,329,0,1,malignant,malignant
0,3,0,666,1,0,benign,benign
0,3,0,34,1,0,benign,benign
0,3,0,155,0.2,0.8,malignant,malignant
0,3,0,692,1,0,benign,benign
0,3,0,426,0.8,0.2,benign,benign
0,3,0,86,0.1,0.9,malignant,malignant
0,3,0,172,1,0,benign,benign
0,3,0,623,1,0,benign,benign
0,3,0,571,0,1,malignant,malignant
0,3,0,351,1,0,benign,benign
0,3,0,337,1,0,benign,benign
0,3,0,247,0.1,0.9,malignant,malignant
0,3,0,245,1,0,benign,benign
0,3,0,373,1,0,benign,benign
0,3,0,284,0,1,malignant,malignant
0,3,0,392,1,0,benign,benign
0,3,0,448,1,0,benign,benign
0,3,0,160,0,1,malignant,malignant
0,3,0,679,1,0,benign,benign
0,3,0,322,1,0,benign,benign
0,3,0,611,0.3,0.7,malignant,malignant
0,3,0,181,1,0,benign,benign
0,3,0,451,1,0,benign,benign
0,3,0,698,0,1,malignant,malignant
0,3,0,469,1,0,benign,benign
0,3,0,400,0.1,0.9,malignant,malignant
0,3,0,656,1,0,benign,benign
0,3,0,16,1,0,benign,benign
0,3,0,266,0,1,malignant,malignant
0,3,0,29,1,0,benign,benign
0,3,0,383,1,0,benign,benign
0,3,0,215,0,1,malignant,malignant
0,3,0,596,1,0,benign,benign
0,3,0,541,1,0,benign,benign
0,3,0,312,0.3,0.7,malignant,malignant
0,3,0,616,1,0,benign,benign
0,3,0,313,1,0,benign,benign
0,3,0,358,0.1,0.9,malignant,malignant
0,3,0,606,1,0,benign,benign
0,3,0,481,0.7,0.3,benign,benign
0,3,0,300,0,1,malignant,malignant
0,3,0,119,1,0,benign,benign
0,3,0,478,1,0,benign,benign
0,3,0,105,0.2,0.8,malignant,malignant
0,3,0,388,1,0,benign,benign
0,3,0,563,1,0,benign,benign
0,3,0,282,0.3,0.7,malignant,malignant
0,3,0,472,1,0,benign,benign
0,3,0,597,1,0,benign,benign
0,3,0,353,0.3,0.7,malignant,malignant
0,3,0,219,1,0,benign,benign
0,3,0,2,1,0,benign,benign
0,3,0,435,0.2,0.8,malignant,malignant
0,3,0,439,1,0,benign,benign
0,3,0,183,0,1,malignant,malignant
0,3,0,327,1,0,benign,benign
0,3,0,579,1,0,benign,benign
0,3,0,626,0,1,malignant,malignant
0,3,0,498,1,0,benign,benign
0,3,0,35,1,0,benign,benign
0,3,0,440,0,1,malignant,malignant
0,3,0,377,1,0,benign,benign
0,3,0,135,0.9,0.1,benign,benign
0,3,0,610,0.1,0.9,malignant,malignant
0,3,0,543,1,0,benign,benign
0,3,0,618,1,0,benign,benign
0,3,0,668,0.4,0.6,malignant,malignant
0,3,0,185,1,0,benign,benign
0,3,0,350,1,0,benign,benign
0,3,0,487,0,1,malignant,malignant
0,3,1,666,1,0,benign,benign
0,3,1,34,1,0,benign,benign
0,3,1,155,0.2,0.8,malignant,malignant
0,3,1,692,1,0,benign,benign
0,3,1,426,0.7,0.3,benign,benign
0,3,1,86,0.2,0.8,malignant,malignant
0,3,1,172,1,0,benign,benign
0,3,1,623,1,0,benign,benign
0,3,1,571,0,1,malignant,malignant
0,3,1,351,1,0,benign,benign
0,3,1,337,1,0,benign,benign
0,3,1,247,0.1,0.9,malignant,malignant
0,3,1,245,1,0,benign,benign
0,3,1,373,1,0,benign,benign
0,3,1,284,0.1,0.9,malignant,malignant
0,3,1,392,1,0,benign,benign
0,3,1,448,1,0,benign,benign
0,3,1,160,0,1,malignant,malignant
0,3,1,679,1,0,benign,benign
0,3,1,322,1,0,benign,benign
0,3,1,611,0.1,0.9,malignant,malignant
0,3,1,181,1,0,benign,benign
0,3,1,451,1,0,benign,benign
0,3,1,698,0,1,malignant,malignant
0,3,1,469,1,0,benign,benign
0,3,1,400,0,1,malignant,malignant
0,3,1,656,1,0,benign,benign
0,3,1,16,1,0,benign,benign
0,3,1,266,0.1,0.9,malignant,malignant
0,3,1,29,1,0,benign,benign
0,3,1,383,1,0,benign,benign
0,3,1,215,0,1,malignant,malignant
0,3,1,596,1,0,benign,benign
0,3,1,541,1,0,benign,benign
0,3,1,312,0.3,0.7,malignant,malignant
0,3,1,616,1,0,benign,benign
0,3,1,313,1,0,benign,benign
0,3,1,358,0.2,0.8,malignant,malignant
0,3,1,606,1,0,benign,benign
0,3,1,481,0.9,0.1,benign,benign
0,3,1,300,0.1,0.9,malignant,malignant
0,3,1,119,1,0,benign,benign
0,3,1,478,1,0,benign,benign
0,3,1,105,0.7,0.3,benign,malignant
0,3,1,388,1,0,benign,benign
0,3,1,563,1,0,benign,benign
0,3,1,282,0.1,0.9,malignant,malignant
0,3,1,472,1,0,benign,benign
0,3,1,597,1,0,benign,benign
0,3,1,353,0,1,malignant,malignant
0,3,1,219,1,0,benign,benign
0,3,1,2,1,0,benign,benign
0,3,1,435,0.2,0.8,malignant,malignant
0,3,1,439,1,0,benign,benign
0,3,1,183,0,1,malignant,malignant
0,3,1,327,1,0,benign,benign
0,3,1,579,1,0,benign,benign
0,3,1,626,0,1,malignant,malignant
0,3,1,498,1,0,benign,benign
0,3,1,35,1,0,benign,benign
0,3,1,440,0.1,0.9,malignant,malignant
0,3,1,377,1,0,benign,benign
0,3,1,135,1,0,benign,benign
0,3,1,610,0.1,0.9,malignant,malignant
0,3,1,543,1,0,benign,benign
0,3,1,618,1,0,benign,benign
0,3,1,668,0.8,0.2,benign,malignant
0,3,1,185,1,0,benign,benign
0,3,1,350,1,0,benign,benign
0,3,1,487,0,1,malignant,malignant
0,3,2,666,0.9,0.1,benign,benign
0,3,2,34,1,0,benign,benign
0,3,2,155,0.3,0.7,malignant,malignant
0,3,2,692,1,0,benign,benign
0,3,2,426,0.8,0.2,benign,benign
0,3,2,86,0.4,0.6,malignant,malignant
0,3,2,172,1,0,benign,benign
0,3,2,623,1,0,benign,benign
0,3,2,571,0,1,malignant,malignant
0,3,2,351,1,0,benign,benign
0,3,2,337,1,0,benign,benign
0,3,2,247,0.3,0.7,malignant,malignant
0,3,2,245,1,0,benign,benign
0,3,2,373,1,0,benign,benign
0,3,2,284,0.2,0.8,malignant,malignant
0,3,2,392,1,0,benign,benign
0,3,2,448,1,0,benign,benign
0,3,2,160,0,1,malignant,malignant
0,3,2,679,1,0,benign,benign
0,3,2,322,1,0,benign,benign
0,3,2,611,0,1,malignant,malignant
0,3,2,181,1,0,benign,benign
0,3,2,451,1,0,benign,benign
0,3,2,698,0.1,0.9,malignant,malignant
0,3,2,469,1,0,benign,benign
0,3,2,400,0.1,0.9,malignant,malignant
0,3,2,656,1,0,benign,benign
0,3,2,16,1,0,benign,benign
0,3,2,266,0,1,malignant,malignant
0,3,2,29,1,0,benign,benign
0,3,2,383,1,0,benign,benign
0,3,2,215,0,1,malignant,malignant
0,3,2,596,1,0,benign,benign
0,3,2,541,1,0,benign,benign
0,3,2,312,0.1,0.9,malignant,malignant
0,3,2,616,1,0,benign,benign
0,3,2,313,1,0,benign,benign
0,3,2,358,0,1,malignant,malignant
0,3,2,606,1,0,benign,benign
0,3,2,481,1,0,benign,benign
0,3,2,300,0,1,malignant,malignant
0,3,2,119,1,0,benign,benign
0,3,2,478,1,0,benign,benign
0,3,2,105,0.5,0.5,benign,malignant
0,3,2,388,1,0,benign,benign
0,3,2,563,1,0,benign,benign
0,3,2,282,0.1,0.9,malignant,malignant
0,3,2,472,1,0,benign,benign
0,3,2,597,1,0,benign,benign
0,3,2,353,0.1,0.9,malignant,malignant
0,3,2,219,0.9,0.1,benign,benign
0,3,2,2,1,0,benign,benign
0,3,2,435,0.1,0.9,malignant,malignant
0,3,2,439,1,0,benign,benign
0,3,2,183,0,1,malignant,malignant
0,3,2,327,1,0,benign,benign
0,3,2,579,1,0,benign,benign
0,3,2,626,0.1,0.9,malignant,malignant
0,3,2,498,1,0,benign,benign
0,3,2,35,1,0,benign,benign
0,3,2,440,0.1,0.9,malignant,malignant
0,3,2,377,1,0,benign,benign
0,3,2,135,1,0,benign,benign
0,3,2,610,0.1,0.9,malignant,malignant
0,3,2,543,1,0,benign,benign
0,3,2,618,1,0,benign,benign
0,3,2,668,0.2,0.8,malignant,malignant
0,3,2,185,1,0,benign,benign
0,3,2,350,1,0,benign,benign
0,3,2,487,0,1,malignant,malignant
0,3,3,666,1,0,benign,benign
0,3,3,34,1,0,benign,benign
0,3,3,155,0.7,0.3,benign,malignant
0,3,3,692,1,0,benign,benign
0,3,3,426,1,0,benign,benign
0,3,3,86,0.1,0.9,malignant,malignant
0,3,3,172,1,0,benign,benign
0,3,3,623,1,0,benign,benign
0,3,3,571,0,1,malignant,malignant
0,3,3,351,1,0,benign,benign
0,3,3,337,1,0,benign,benign
0,3,3,247,0,1,malignant,malignant
0,3,3,245,1,0,benign,benign
0,3,3,373,1,0,benign,benign
0,3,3,284,0.2,0.8,malignant,malignant
0,3,3,392,1,0,benign,benign
0,3,3,448,1,0,benign,benign
0,3,3,160,0,1,malignant,malignant
0,3,3,679,1,0,benign,benign
0,3,3,322,1,0,benign,benign
0,3,3,611,0.1,0.9,malignant,malignant
0,3,3,181,1,0,benign,benign
0,3,3,451,1,0,benign,benign
0,3,3,698,0,1,malignant,malignant
0,3,3,469,1,0,benign,benign
0,3,3,400,0,1,malignant,malignant
0,3,3,656,1,0,benign,benign
0,3,3,16,1,0,benign,benign
0,3,3,266,0.1,0.9,malignant,malignant
0,3,3,29,1,0,benign,benign
0,3,3,383,1,0,benign,benign
0,3,3,215,0,1,malignant,malignant
0,3,3,596,1,0,benign,benign
0,3,3,541,1,0,benign,benign
0,3,3,312,0,1,malignant,malignant
0,3,3,616,1,0,benign,benign
0,3,3,313,1,0,benign,benign
0,3,3,358,0,1,malignant,malignant
0,3,3,606,1,0,benign,benign
0,3,3,481,1,0,benign,benign
0,3,3,300,0.1,0.9,malignant,malignant
0,3,3,119,1,0,benign,benign
0,3,3,478,1,0,benign,benign
0,3,3,105,0.6,0.4,benign,malignant
0,3,3,388,1,0,benign,benign
0,3,3,563,1,0,benign,benign
0,3,3,282,0,1,malignant,malignant
0,3,3,472,1,0,benign,benign
0,3,3,597,1,0,benign,benign
0,3,3,353,0.1,0.9,malignant,malignant
0,3,3,219,1,0,benign,benign
0,3,3,2,1,0,benign,benign
0,3,3,435,0.1,0.9,malignant,malignant
0,3,3,439,1,0,benign,benign
0,3,3,183,0,1,malignant,malignant
0,3,3,327,1,0,benign,benign
0,3,3,579,1,0,benign,benign
0,3,3,626,0,1,malignant,malignant
0,3,3,498,1,0,benign,benign
0,3,3,35,1,0,benign,benign
0,3,3,440,0,1,malignant,malignant
0,3,3,377,1,0,benign,benign
0,3,3,135,0.9,0.1,benign,benign
0,3,3,610,0,1,malignant,malignant
0,3,3,543,1,0,benign,benign
0,3,3,618,1,0,benign,benign
0,3,3,668,0.4,0.6,malignant,malignant
0,3,3,185,1,0,benign,benign
0,3,3,350,1,0,benign,benign
0,3,3,487,0,1,malignant,malignant
0,3,4,666,0.9,0.1,benign,benign
0,3,4,34,1,0,benign,benign
0,3,4,155,0.2,0.8,malignant,malignant
0,3,4,692,1,0,benign,benign
0,3,4,426,0.9,0.1,benign,benign
0,3,4,86,0.5,0.5,benign,malignant
0,3,4,172,1,0,benign,benign
0,3,4,623,1,0,benign,benign
0,3,4,571,0,1,malignant,malignant
0,3,4,351,1,0,benign,benign
0,3,4,337,1,0,benign,benign
0,3,4,247,0.1,0.9,malignant,malignant
0,3,4,245,1,0,benign,benign
0,3,4,373,1,0,benign,benign
0,3,4,284,0.1,0.9,malignant,malignant
0,3,4,392,1,0,benign,benign
0,3,4,448,1,0,benign,benign
0,3,4,160,0,1,malignant,malignant
0,3,4,679,1,0,benign,benign
0,3,4,322,1,0,benign,benign
0,3,4,611,0,1,malignant,malignant
0,3,4,181,1,0,benign,benign
0,3,4,451,1,0,benign,benign
0,3,4,698,0.1,0.9,malignant,malignant
0,3,4,469,1,0,benign,benign
0,3,4,400,0,1,malignant,malignant
0,3,4,656,1,0,benign,benign
0,3,4,16,1,0,benign,benign
0,3,4,266,0,1,malignant,malignant
0,3,4,29,1,0,benign,benign
0,3,4,383,1,0,benign,benign
0,3,4,215,0,1,malignant,malignant
0,3,4,596,1,0,benign,benign
0,3,4,541,1,0,benign,benign
0,3,4,312,0.1,0.9,malignant,malignant
0,3,4,616,1,0,benign,benign
0,3,4,313,1,0,benign,benign
0,3,4,358,0,1,malignant,malignant
0,3,4,606,1,0,benign,benign
0,3,4,481,1,0,benign,benign
0,3,4,300,0,1,malignant,malignant
0,3,4,119,1,0,benign,benign
0,3,4,478,1,0,benign,benign
0,3,4,105,0.4,0.6,malignant,malignant
0,3,4,388,1,0,benign,benign
0,3,4,563,1,0,benign,benign
0,3,4,282,0,1,malignant,malignant
0,3,4,472,1,0,benign,benign
0,3,4,597,1,0,benign,benign
0,3,4,353,0,1,malignant,malignant
0,3,4,219,1,0,benign,benign
0,3,4,2,1,0,benign,benign
0,3,4,435,0,1,malignant,malignant
0,3,4,439,1,0,benign,benign
0,3,4,183,0,1,malignant,malignant
0,3,4,327,1,0,benign,benign
0,3,4,579,1,0,benign,benign
0,3,4,626,0.1,0.9,malignant,malignant
0,3,4,498,1,0,benign,benign
0,3,4,35,1,0,benign,benign
0,3,4,440,0,1,malignant,malignant
0,3,4,377,1,0,benign,benign
0,3,4,135,1,0,benign,benign
0,3,4,610,0,1,malignant,malignant
0,3,4,543,1,0,benign,benign
0,3,4,618,1,0,benign,benign
0,3,4,668,0.4,0.6,malignant,malignant
0,3,4,185,1,0,benign,benign
0,3,4,350,1,0,benign,benign
0,3,4,487,0,1,malignant,malignant
0,3,5,666,1,0,benign,benign
0,3,5,34,1,0,benign,benign
0,3,5,155,0.4,0.6,malignant,malignant
0,3,5,692,1,0,benign,benign
0,3,5,426,0.9,0.1,benign,benign
0,3,5,86,0.3,0.7,malignant,malignant
0,3,5,172,1,0,benign,benign
0,3,5,623,1,0,benign,benign
0,3,5,571,0,1,malignant,malignant
0,3,5,351,1,0,benign,benign
0,3,5,337,1,0,benign,benign
0,3,5,247,0.2,0.8,malignant,malignant
0,3,5,245,1,0,benign,benign
0,3,5,373,1,0,benign,benign
0,3,5,284,0.2,0.8,malignant,malignant
0,3,5,392,1,0,benign,benign
0,3,5,448,1,0,benign,benign
0,3,5,160,0,1,malignant,malignant
0,3,5,679,1,0,benign,benign
0,3,5,322,1,0,benign,benign
0,3,5,611,0.1,0.9,malignant,malignant
0,3,5,181,1,0,benign,benign
0,3,5,451,1,0,benign,benign
0,3,5,698,0,1,malignant,malignant
0,3,5,469,1,0,benign,benign
0,3,5,400,0,1,malignant,malignant
0,3,5,656,1,0,benign,benign
0,3,5,16,1,0,benign,benign
0,3,5,266,0,1,malignant,malignant
0,3,5,29,1,0,benign,benign
0,3,5,383,1,0,benign,benign
0,3,5,215,0,1,malignant,malignant
0,3,5,596,1,0,benign,benign
0,3,5,541,1,0,benign,benign
0,3,5,312,0.209868,0.790132,malignant,malignant
0,3,5,616,1,0,benign,benign
0,3,5,313,1,0,benign,benign
0,3,5,358,0.1,0.9,malignant,malignant
0,3,5,606,1,0,benign,benign
0,3,5,481,0.9,0.1,benign,benign
0,3,5,300,0.1,0.9,malignant,malignant
0,3,5,119,1,0,benign,benign
0,3,5,478,1,0,benign,benign
0,3,5,105,0.4,0.6,malignant,malignant
0,3,5,388,1,0,benign,benign
0,3,5,563,1,0,benign,benign
0,3,5,282,0.2,0.8,malignant,malignant
0,3,5,472,1,0,benign,benign
0,3,5,597,1,0,benign,benign
0,3,5,353,0.125397,0.874603,malignant,malignant
0,3,5,219,1,0,benign,benign
0,3,5,2,1,0,benign,benign
0,3,5,435,0,1,malignant,malignant
0,3,5,439,1,0,benign,benign
0,3,5,183,0,1,malignant,malignant
0,3,5,327,1,0,benign,benign
0,3,5,579,1,0,benign,benign
0,3,5,626,0.3,0.7,malignant,malignant
0,3,5,498,1,0,benign,benign
0,3,5,35,1,0,benign,benign
0,3,5,440,0.1,0.9,malignant,malignant
0,3,5,377,1,0,benign,benign
0,3,5,135,0.9,0.1,benign,benign
0,3,5,610,0.1,0.9,malignant,malignant
0,3,5,543,1,0,benign,benign
0,3,5,618,1,0,benign,benign
0,3,5,668,0.2,0.8,malignant,malignant
0,3,5,185,1,0,benign,benign
0,3,5,350,1,0,benign,benign
0,3,5,487,0,1,malignant,malignant
0,3,6,666,1,0,benign,benign
0,3,6,34,1,0,benign,benign
0,3,6,155,0.6,0.4,benign,malignant
0,3,6,692,1,0,benign,benign
0,3,6,426,0.9,0.1,benign,benign
0,3,6,86,0.3,0.7,malignant,malignant
0,3,6,172,1,0,benign,benign
0,3,6,623,1,0,benign,benign
0,3,6,571,0,1,malignant,malignant
0,3,6,351,1,0,benign,benign
0,3,6,337,1,0,benign,benign
0,3,6,247,0,1,malignant,malignant
0,3,6,245,0.9,0.1,benign,benign
0,3,6,373,1,0,benign,benign
0,3,6,284,0,1,malignant,malignant
0,3,6,392,1,0,benign,benign
0,3,6,448,1,0,benign,benign
0,3,6,160,0,1,malignant,malignant
0,3,6,679,1,0,benign,benign
0,3,6,322,1,0,benign,benign
0,3,6,611,0,1,malignant,malignant
0,3,6,181,1,0,benign,benign
0,3,6,451,1,0,benign,benign
0,3,6,698,0.1,0.9,malignant,malignant
0,3,6,469,1,0,benign,benign
0,3,6,400,0,1,malignant,malignant
0,3,6,656,1,0,benign,benign
0,3,6,16,1,0,benign,benign
0,3,6,266,0,1,malignant,malignant
0,3,6,29,1,0,benign,benign
0,3,6,383,1,0,benign,benign
0,3,6,215,0,1,malignant,malignant
0,3,6,596,1,0,benign,benign
0,3,6,541,1,0,benign,benign
0,3,6,312,0.1,0.9,malignant,malignant
0,3,6,616,1,0,benign,benign
0,3,6,313,1,0,benign,benign
0,3,6,358,0,1,malignant,malignant
0,3,6,606,1,0,benign,benign
0,3,6,481,1,0,benign,benign
0,3,6,300,0.3,0.7,malignant,malignant
0,3,6,119,1,0,benign,benign
0,3,6,478,1,0,benign,benign
0,3,6,105,0.1,0.9,malignant,malignant
0,3,6,388,1,0,benign,benign
0,3,6,563,1,0,benign,benign
0,3,6,282,0.3,0.7,malignant,malignant
0,3,6,472,1,0,benign,benign
0,3,6,597,1,0,benign,benign
0,3,6,353,0.2,0.8,malignant,malignant
0,3,6,219,1,0,benign,benign
0,3,6,2,1,0,benign,benign
0,3,6,435,0,1,malignant,malignant
0,3,6,439,1,0,benign,benign
0,3,6,183,0,1,malignant,malignant
0,3,6,327,1,0,benign,benign
0,3,6,579,1,0,benign,benign
0,3,6,626,0,1,malignant,malignant
0,3,6,498,1,0,benign,benign
0,3,6,35,1,0,benign,benign
0,3,6,440,0.1,0.9,malignant,malignant
0,3,6,377,1,0,benign,benign
0,3,6,135,0.9,0.1,benign,benign
0,3,6,610,0.1,0.9,malignant,malignant
0,3,6,543,1,0,benign,benign
0,3,6,618,1,0,benign,benign
0,3,6,668,0.1,0.9,malignant,malignant
0,3,6,185,1,0,benign,benign
0,3,6,350,1,0,benign,benign
0,3,6,487,0,1,malignant,malignant
0,3,7,666,1,0,benign,benign
0,3,7,34,1,0,benign,benign
0,3,7,155,0.1,0.9,malignant,malignant
0,3,7,692,1,0,benign,benign
0,3,7,426,1,0,benign,benign
0,3,7,86,0.5,0.5,benign,malignant
0,3,7,172,1,0,benign,benign
0,3,7,623,1,0,benign,benign
0,3,7,571,0,1,malignant,malignant
0,3,7,351,1,0,benign,benign
0,3,7,337,1,0,benign,benign
0,3,7,247,0.2,0.8,malignant,malignant
0,3,7,245,1,0,benign,benign
0,3,7,373,1,0,benign,benign
0,3,7,284,0,1,malignant,malignant
0,3,7,392,1,0,benign,benign
0,3,7,448,1,0,benign,benign
0,3,7,160,0,1,malignant,malignant
0,3,7,679,1,0,benign,benign
0,3,7,322,1,0,benign,benign
0,3,7,611,0.1,0.9,malignant,malignant
0,3,7,181,1,0,benign,benign
0,3,7,451,1,0,benign,benign
0,3,7,698,0.2,0.8,malignant,malignant
0,3,7,469,1,0,benign,benign
0,3,7,400,0,1,malignant,malignant
0,3,7,656,1,0,benign,benign
0,3,7,16,1,0,benign,benign
0,3,7,266,0,1,malignant,malignant
0,3,7,29,1,0,benign,benign
0,3,7,383,1,0,benign,benign
0,3,7,215,0,1,malignant,malignant
0,3,7,596,1,0,benign,benign
0,3,7,541,1,0,benign,benign
0,3,7,312,0.2,0.8,malignant,malignant
0,3,7,616,1,0,benign,benign
0,3,7,313,1,0,benign,benign
0,3,7,358,0,1,malignant,malignant
0,3,7,606,1,0,benign,benign
0,3,7,481,1,0,benign,benign
0,3,7,300,0,1,malignant,malignant
0,3,7,119,1,0,benign,benign
0,3,7,478,1,0,benign,benign
0,3,7,105,0.3,0.7,malignant,malignant
0,3,7,388,1,0,benign,benign
0,3,7,563,1,0,benign,benign
0,3,7,282,0.1,0.9,malignant,malignant
0,3,7,472,1,0,benign,benign
0,3,7,597,1,0,benign,benign
0,3,7,353,0.2,0.8,malignant,malignant
0,3,7,219,1,0,benign,benign
0,3,7,2,1,0,benign,benign
0,3,7,435,0,1,malignant,malignant
0,3,7,439,1,0,benign,benign
0,3,7,183,0,1,malignant,malignant
0,3,7,327,1,0,benign,benign
0,3,7,579,1,0,benign,benign
0,3,7,626,0.2,0.8,malignant,malignant
0,3,7,498,1,0,benign,benign
0,3,7,35,1,0,benign,benign
0,3,7,440,0,1,malignant,malignant
0,3,7,377,1,0,benign,benign
0,3,7,135,1,0,benign,benign
0,3,7,610,0,1,malignant,malignant
0,3,7,543,1,0,benign,benign
0,3,7,618,1,0,benign,benign
0,3,7,668,0.348889,0.651111,malignant,malignant
0,3,7,185,1,0,benign,benign
0,3,7,350,1,0,benign,benign
0,3,7,487,0,1,malignant,malignant
0,4,0,235,0.731681,0.268319,benign,benign
0,4,0,459,1,0,benign,benign
0,4,0,523,0,1,malignant,malignant
0,4,0,90,1,0,benign,benign
0,4,0,13,0.9,0.1,benign,benign
0,4,0,14,0,1,malignant,malignant
0,4,0,95,1,0,benign,benign
0,4,0,631,1,0,benign,benign
0,4,0,174,0.1,0.9,malignant,malignant
0,4,0,129,1,0,benign,benign
0,4,0,287,1,0,benign,benign
0,4,0,49,0.1,0.9,malignant,malignant
0,4,0,198,1,0,benign,benign
0,4,0,669,0,1,malignant,malignant
0,4,0,257,1,0,benign,benign
0,4,0,634,1,0,benign,benign
0,4,0,103,0.4,0.6,malignant,malignant
0,4,0,363,0.5,0.5,benign,benign
0,4,0,390,1,0,benign,benign
0,4,0,253,0.1,0.9,malignant,malignant
0,4,0,560,1,0,benign,benign
0,4,0,655,1,0,benign,benign
0,4,0,132,0.1,0.9,malignant,malignant
0,4,0,252,0,1,malignant,benign
0,4,0,297,0.425431,0.574569,malignant,benign
0,4,0,159,0,1,malignant,malignant
0,4,0,528,1,0,benign,benign
0,4,0,503,1,0,benign,benign
0,4,0,349,0.1,0.9,malignant,malignant
0,4,0,578,1,0,benign,benign
0,4,0,550,1,0,benign,benign
0,4,0,251,0,1,malignant,malignant
0,4,0,6,0.8,0.2,benign,benign
0,4,0,672,1,0,benign,benign
0,4,0,590,0.4,0.6,malignant,malignant
0,4,0,120,1,0,benign,benign
0,4,0,674,1,0,benign,benign
0,4,0,594,0,1,malignant,malignant
0,4,0,78,0.8,0.2,benign,benign
0,4,0,458,1,0,benign,benign
0,4,0,295,0,1,malignant,malignant
0,4,0,649,1,0,benign,benign
0,4,0,87,0.1,0.9,malignant,malignant
0,4,0,88,1,0,benign,benign
0,4,0,614,1,0,benign,benign
0,4,0,570,0,1,malignant,malignant
0,4,0,601,1,0,benign,benign
0,4,0,76,0.9,0.1,benign,benign
0,4,0,52,0.2,0.8,malignant,malignant
0,4,0,372,1,0,benign,benign
0,4,0,194,1,0,benign,benign
0,4,0,167,0.6,0.4,benign,malignant
0,4,0,625,0.6,0.4,benign,benign
0,4,0,682,1,0,benign,benign
0,4,0,565,0,1,malignant,malignant
0,4,0,28,1,0,benign,benign
0,4,0,538,1,0,benign,benign
0,4,0,386,0.1,0.9,malignant,malignant
0,4,0,61,1,0,benign,benign
0,4,0,642,1,0,benign,benign
0,4,0,288,0.4,0.6,malignant,malignant
0,4,0,473,1,0,benign,benign
0,4,0,26,1,0,benign,benign
0,4,0,586,0,1,malignant,malignant
0,4,0,520,1,0,benign,benign
0,4,0,613,0.9,0.1,benign,benign
0,4,0,268,0.2,0.8,malignant,malignant
0,4,0,80,1,0,benign,benign
0,4,0,342,1,0,benign,benign
0,4,0,177,0.4,0.6,malignant,malignant
0,4,1,235,0.905209,0.094791,benign,benign
0,4,1,459,1,0,benign,benign
0,4,1,523,0,1,malignant,malignant
0,4,1,90,1,0,benign,benign
0,4,1,13,1,0,benign,benign
0,4,1,14,0,1,malignant,malignant
0,4,1,95,1,0,benign,benign
0,4,1,631,1,0,benign,benign
0,4,1,174,0.1,0.9,malignant,malignant
0,4,1,129,0.9,0.1,benign,benign
0,4,1,287,1,0,benign,benign
0,4,1,49,0.1,0.9,malignant,malignant
0,4,1,198,1,0,benign,benign
0,4,1,669,0,1,malignant,malignant
0,4,1,257,1,0,benign,benign
0,4,1,634,1,0,benign,benign
0,4,1,103,0.8,0.2,benign,malignant
0,4,1,363,1,0,benign,benign
0,4,1,390,1,0,benign,benign
0,4,1,253,0,1,malignant,malignant
0,4,1,560,1,0,benign,benign
0,4,1,655,1,0,benign,benign
0,4,1,132,0.1,0.9,malignant,malignant
0,4,1,252,0.1,0.9,malignant,benign
0,4,1,297,0.63342,0.36658,benign,benign
0,4,1,159,0,1,malignant,malignant
0,4,1,528,1,0,benign,benign
0,4,1,503,1,0,benign,benign
0,4,1,349,0.3,0.7,malignant,malignant
0,4,1,578,1,0,benign,benign
0,4,1,550,1,0,benign,benign
0,4,1,251,0,1,malignant,malignant
0,4,1,6,0.5,0.5,benign,benign
0,4,1,672,1,0,benign,benign
0,4,1,590,0.4,0.6,malignant,malignant
0,4,1,120,1,0,benign,benign
0,4,1,674,1,0,benign,benign
0,4,1,594,0.2,0.8,malignant,malignant
0,4,1,78,1,0,benign,benign
0,4,1,458,1,0,benign,benign
0,4,1,295,0,1,malignant,malignant
0,4,1,649,1,0,benign,benign
0,4,1,87,0,1,malignant,malignant
0,4,1,88,1,0,benign,benign
0,4,1,614,1,0,benign,benign
0,4,1,570,0,1,malignant,malignant
0,4,1,601,1,0,benign,benign
0,4,1,76,1,0,benign,benign
0,4,1,52,0,1,malignant,malignant
0,4,1,372,1,0,benign,benign
0,4,1,194,1,0,benign,benign
0,4,1,167,0.4,0.6,malignant,malignant
0,4,1,625,0.9,0.1,benign,benign
0,4,1,682,1,0,benign,benign
0,4,1,565,0,1,malignant,malignant
0,4,1,28,1,0,benign,benign
0,4,1,538,1,0,benign,benign
0,4,1,386,0.1,0.9,malignant,malignant
0,4,1,61,1,0,benign,benign
0,4,1,642,1,0,benign,benign
0,4,1,288,0.7,0.3,benign,malignant
0,4,1,473,1,0,benign,benign
0,4,1,26,1,0,benign,benign
0,4,1,586,0,1,malignant,malignant
0,4,1,520,1,0,benign,benign
0,4,1,613,1,0,benign,benign
0,4,1,268,0,1,malignant,malignant
0,4,1,80,0.9,0.1,benign,benign
0,4,1,342,1,0,benign,benign
0,4,1,177,0.3,0.7,malignant,malignant
0,4,2,235,0.969903,0.030097,benign,benign
0,4,2,459,1,0,benign,benign
0,4,2,523,0,1,malignant,malignant
0,4,2,90,1,0,benign,benign
0,4,2,13,1,0,benign,benign
0,4,2,14,0,1,malignant,malignant
0,4,2,95,1,0,benign,benign
0,4,2,631,1,0,benign,benign
0,4,2,174,0.1,0.9,malignant,malignant
0,4,2,129,1,0,benign,benign
0,4,2,287,1,0,benign,benign
0,4,2,49,0,1,malignant,malignant
0,4,2,198,1,0,benign,benign
0,4,2,669,0,1,malignant,malignant
0,4,2,257,1,0,benign,benign
0,4,2,634,1,0,benign,benign
0,4,2,103,0.5,0.5,benign,malignant
0,4,2,363,0.7,0.3,benign,benign
0,4,2,390,1,0,benign,benign
0,4,2,253,0.1,0.9,malignant,malignant
0,4,2,560,1,0,benign,benign
0,4,2,655,1,0,benign,benign
0,4,2,132,0,1,malignant,malignant
0,4,2,252,0.3,0.7,malignant,benign
0,4,2,297,0.7,0.3,benign,benign
0,4,2,159,0,1,malignant,malignant
0,4,2,528,0.9,0.1,benign,benign
0,4,2,503,1,0,benign,benign
0,4,2,349,0.3,0.7,malignant,malignant
0,4,2,578,1,0,benign,benign
0,4,2,550,1,0,benign,benign
0,4,2,251,0,1,malignant,malignant
0,4,2,6,0.8,0.2,benign,benign
0,4,2,672,1,0,benign,benign
0,4,2,590,0.3,0.7,malignant,malignant
0,4,2,120,1,0,benign,benign
0,4,2,674,1,0,benign,benign
0,4,2,594,0.2,0.8,malignant,malignant
0,4,2,78,1,0,benign,benign
0,4,2,458,1,0,benign,benign
0,4,2,295,0,1,malignant,malignant
0,4,2,649,1,0,benign,benign
0,4,2,87,0.2,0.8,malignant,malignant
0,4,2,88,1,0,benign,benign
0,4,2,614,1,0,benign,benign
0,4,2,570,0,1,malignant,malignant
0,4,2,601,1,0,benign,benign
0,4,2,76,1,0,benign,benign
0,4,2,52,0,1,malignant,malignant
0,4,2,372,1,0,benign,benign
0,4,2,194,1,0,benign,benign
0,4,2,167,0.1,0.9,malignant,malignant
0,4,2,625,1,0,benign,benign
0,4,2,682,1,0,benign,benign
0,4,2,565,0,1,malignant,malignant
0,4,2,28,1,0,benign,benign
0,4,2,538,1,0,benign,benign
0,4,2,386,0.1,0.9,malignant,malignant
0,4,2,61,1,0,benign,benign
0,4,2,642,1,0,benign,benign
0,4,2,288,0.6,0.4,benign,malignant
0,4,2,473,1,0,benign,benign
0,4,2,26,1,0,benign,benign
0,4,2,586,0,1,malignant,malignant
0,4,2,520,1,0,benign,benign
0,4,2,613,1,0,benign,benign
0,4,2,268,0,1,malignant,malignant
0,4,2,80,1,0,benign,benign
0,4,2,342,1,0,benign,benign
0,4,2,177,0.2,0.8,malignant,malignant
0,4,3,235,0.960674,0.039326,benign,benign
0,4,3,459,1,0,benign,benign
0,4,3,523,0,1,malignant,malignant
0,4,3,90,1,0,benign,benign
0,4,3,13,1,0,benign,benign
0,4,3,14,0,1,malignant,malignant
0,4,3,95,1,0,benign,benign
0,4,3,631,1,0,benign,benign
0,4,3,174,0.1,0.9,malignant,malignant
0,4,3,129,1,0,benign,benign
0,4,3,287,1,0,benign,benign
0,4,3,49,0.1,0.9,malignant,malignant
0,4,3,198,1,0,benign,benign
0,4,3,669,0,1,malignant,malignant
0,4,3,257,1,0,benign,benign
0,4,3,634,1,0,benign,benign
0,4,3,103,0.7,0.3,benign,malignant
0,4,3,363,0.9,0.1,benign,benign
0,4,3,390,1,0,benign,benign
0,4,3,253,0,1,malignant,malignant
0,4,3,560,1,0,benign,benign
0,4,3,655,1,0,benign,benign
0,4,3,132,0.2,0.8,malignant,malignant
0,4,3,252,0.2,0.8,malignant,benign
0,4,3,297,0.792784,0.207216,benign,benign
0,4,3,159,0,1,malignant,malignant
0,4,3,528,1,0,benign,benign
0,4,3,503,1,0,benign,benign
0,4,3,349,0.2,0.8,malignant,malignant
0,4,3,578,1,0,benign,benign
0,4,3,550,1,0,benign,benign
0,4,3,251,0,1,malignant,malignant
0,4,3,6,1,0,benign,benign
0,4,3,672,1,0,benign,benign
0,4,3,590,0.7,0.3,benign,malignant
0,4,3,120,1,0,benign,benign
0,4,3,674,1,0,benign,benign
0,4,3,594,0.2,0.8,malignant,malignant
0,4,3,78,1,0,benign,benign
0,4,3,458,1,0,benign,benign
0,4,3,295,0,1,malignant,malignant
0,4,3,649,1,0,benign,benign
0,4,3,87,0,1,malignant,malignant
0,4,3,88,1,0,benign,benign
0,4,3,614,1,0,benign,benign
0,4,3,570,0.1,0.9,malignant,malignant
0,4,3,601,1,0,benign,benign
0,4,3,76,1,0,benign,benign
0,4,3,52,0,1,malignant,malignant
0,4,3,372,1,0,benign,benign
0,4,3,194,1,0,benign,benign
0,4,3,167,0.3,0.7,malignant,malignant
0,4,3,625,0.9,0.1,benign,benign
0,4,3,682,1,0,benign,benign
0,4,3,565,0,1,malignant,malignant
0,4,3,28,1,0,benign,benign
0,4,3,538,1,0,benign,benign
0,4,3,386,0.1,0.9,malignant,malignant
0,4,3,61,1,0,benign,benign
0,4,3,642,1,0,benign,benign
0,4,3,288,0.4,0.6,malignant,malignant
0,4,3,473,1,0,benign,benign
0,4,3,26,1,0,benign,benign
0,4,3,586,0,1,malignant,malignant
0,4,3,520,1,0,benign,benign
0,4,3,613,1,0,benign,benign
0,4,3,268,0.1,0.9,malignant,malignant
0,4,3,80,1,0,benign,benign
0,4,3,342,1,0,benign,benign
0,4,3,177,0.2,0.8,malignant,malignant
0,4,4,235,0.954573,0.045427,benign,benign
0,4,4,459,1,0,benign,benign
0,4,4,523,0,1,malignant,malignant
0,4,4,90,1,0,benign,benign
0,4,4,13,1,0,benign,benign
0,4,4,14,0,1,malignant,malignant
0,4,4,95,1,0,benign,benign
0,4,4,631,1,0,benign,benign
0,4,4,174,0,1,malignant,malignant
0,4,4,129,0.9,0.1,benign,benign
0,4,4,287,1,0,benign,benign
0,4,4,49,0,1,malignant,malignant
0,4,4,198,1,0,benign,benign
0,4,4,669,0,1,malignant,malignant
0,4,4,257,1,0,benign,benign
0,4,4,634,1,0,benign,benign
0,4,4,103,0.4,0.6,malignant,malignant
0,4,4,363,0.9,0.1,benign,benign
0,4,4,390,1,0,benign,benign
0,4,4,253,0,1,malignant,malignant
0,4,4,560,1,0,benign,benign
0,4,4,655,1,0,benign,benign
0,4,4,132,0,1,malignant,malignant
0,4,4,252,0.1,0.9,malignant,benign
0,4,4,297,0.695116,0.304884,benign,benign
0,4,4,159,0,1,malignant,malignant
0,4,4,528,0.9,0.1,benign,benign
0,4,4,503,1,0,benign,benign
0,4,4,349,0.3,0.7,malignant,malignant
0,4,4,578,1,0,benign,benign
0,4,4,550,1,0,benign,benign
0,4,4,251,0,1,malignant,malignant
0,4,4,6,1,0,benign,benign
0,4,4,672,1,0,benign,benign
0,4,4,590,0.2,0.8,malignant,malignant
0,4,4,120,1,0,benign,benign
0,4,4,674,1,0,benign,benign
0,4,4,594,0.1,0.9,malignant,malignant
0,4,4,78,1,0,benign,benign
0,4,4,458,1,0,benign,benign
0,4,4,295,0,1,malignant,malignant
0,4,4,649,1,0,benign,benign
0,4,4,87,0,1,malignant,malignant
0,4,4,88,1,0,benign,benign
0,4,4,614,1,0,benign,benign
0,4,4,570,0.1,0.9,malignant,malignant
0,4,4,601,1,0,benign,benign
0,4,4,76,1,0,benign,benign
0,4,4,52,0,1,malignant,malignant
0,4,4,372,1,0,benign,benign
0,4,4,194,1,0,benign,benign
0,4,4,167,0.2,0.8,malignant,malignant
0,4,4,625,1,0,benign,benign
0,4,4,682,1,0,benign,benign
0,4,4,565,0,1,malignant,malignant
0,4,4,28,1,0,benign,benign
0,4,4,538,1,0,benign,benign
0,4,4,386,0.3,0.7,malignant,malignant
0,4,4,61,1,0,benign,benign
0,4,4,642,1,0,benign,benign
0,4,4,288,0.4,0.6,malignant,malignant
0,4,4,473,1,0,benign,benign
0,4,4,26,1,0,benign,benign
0,4,4,586,0,1,malignant,malignant
0,4,4,520,1,0,benign,benign
0,4,4,613,1,0,benign,benign
0,4,4,268,0,1,malignant,malignant
0,4,4,80,0.9,0.1,benign,benign
0,4,4,342,1,0,benign,benign
0,4,4,177,0.1,0.9,malignant,malignant
0,4,5,235,0.967857,0.032143,benign,benign
0,4,5,459,1,0,benign,benign
0,4,5,523,0,1,malignant,malignant
0,4,5,90,1,0,benign,benign
0,4,5,13,1,0,benign,benign
0,4,5,14,0,1,malignant,malignant
0,4,5,95,1,0,benign,benign
0,4,5,631,1,0,benign,benign
0,4,5,174,0,1,malignant,malignant
0,4,5,129,1,0,benign,benign
0,4,5,287,1,0,benign,benign
0,4,5,49,0.1,0.9,malignant,malignant
0,4,5,198,1,0,benign,benign
0,4,5,669,0,1,malignant,malignant
0,4,5,257,1,0,benign,benign
0,4,5,634,1,0,benign,benign
0,4,5,103,0.7,0.3,benign,malignant
0,4,5,363,0.8,0.2,benign,benign
0,4,5,390,1,0,benign,benign
0,4,5,253,0,1,malignant,malignant
0,4,5,560,1,0,benign,benign
0,4,5,655,1,0,benign,benign
0,4,5,132,0.1,0.9,malignant,malignant
0,4,5,252,0.2,0.8,malignant,benign
0,4,5,297,0.459442,0.540558,malignant,benign
0,4,5,159,0,1,malignant,malignant
0,4,5,528,1,0,benign,benign
0,4,5,503,1,0,benign,benign
0,4,5,349,0.3,0.7,malignant,malignant
0,4,5,578,1,0,benign,benign
0,4,5,550,1,0,benign,benign
0,4,5,251,0,1,malignant,malignant
0,4,5,6,0.902791,0.097209,benign,benign
0,4,5,672,1,0,benign,benign
0,4,5,590,0.4,0.6,malignant,malignant
0,4,5,120,1,0,benign,benign
0,4,5,674,1,0,benign,benign
0,4,5,594,0.3,0.7,malignant,malignant
0,4,5,78,1,0,benign,benign
0,4,5,458,1,0,benign,benign
0,4,5,295,0,1,malignant,malignant
0,4,5,649,1,0,benign,benign
0,4,5,87,0.026087,0.973913,malignant,malignant
0,4,5,88,1,0,benign,benign
0,4,5,614,1,0,benign,benign
0,4,5,570,0.1,0.9,malignant,malignant
0,4,5,601,1,0,benign,benign
0,4,5,76,1,0,benign,benign
0,4,5,52,0,1,malignant,malignant
0,4,5,372,1,0,benign,benign
0,4,5,194,1,0,benign,benign
0,4,5,167,0,1,malignant,malignant
0,4,5,625,1,0,benign,benign
0,4,5,682,1,0,benign,benign
0,4,5,565,0,1,malignant,malignant
0,4,5,28,1,0,benign,benign
0,4,5,538,1,0,benign,benign
0,4,5,386,0.1,0.9,malignant,malignant
0,4,5,61,1,0,benign,benign
0,4,5,642,1,0,benign,benign
0,4,5,288,0.9,0.1,benign,malignant
0,4,5,473,1,0,benign,benign
0,4,5,26,1,0,benign,benign
0,4,5,586,0,1,malignant,malignant
0,4,5,520,1,0,benign,benign
0,4,5,613,0.9,0.1,benign,benign
0,4,5,268,0,1,malignant,malignant
0,4,5,80,1,0,benign,benign
0,4,5,342,1,0,benign,benign
0,4,5,177,0.233333,0.766667,malignant,malignant
0,4,6,235,0.855554,0.144446,benign,benign
0,4,6,459,1,0,benign,benign
0,4,6,523,0,1,malignant,malignant
0,4,6,90,1,0,benign,benign
0,4,6,13,1,0,benign,benign
0,4,6,14,0,1,malignant,malignant
0,4,6,95,1,0,benign,benign
0,4,6,631,1,0,benign,benign
0,4,6,174,0,1,malignant,malignant
0,4,6,129,0.9,0.1,benign,benign
0,4,6,287,1,0,benign,benign
0,4,6,49,0,1,malignant,malignant
0,4,6,198,1,0,benign,benign
0,4,6,669,0,1,malignant,malignant
0,4,6,257,1,0,benign,benign
0,4,6,634,1,0,benign,benign
0,4,6,103,0.4,0.6,malignant,malignant
0,4,6,363,1,0,benign,benign
0,4,6,390,1,0,benign,benign
0,4,6,253,0,1,malignant,malignant
0,4,6,560,1,0,benign,benign
0,4,6,655,1,0,benign,benign
0,4,6,132,0,1,malignant,malignant
0,4,6,252,0.2,0.8,malignant,benign
0,4,6,297,0.70928,0.29072,benign,benign
0,4,6,159,0,1,malignant,malignant
0,4,6,528,1,0,benign,benign
0,4,6,503,1,0,benign,benign
0,4,6,349,0.4,0.6,malignant,malignant
0,4,6,578,1,0,benign,benign
0,4,6,550,1,0,benign,benign
0,4,6,251,0,1,malignant,malignant
0,4,6,6,1,0,benign,benign
0,4,6,672,1,0,benign,benign
0,4,6,590,0.4,0.6,malignant,malignant
0,4,6,120,1,0,benign,benign
0,4,6,674,1,0,benign,benign
0,4,6,594,0.1,0.9,malignant,malignant
0,4,6,78,1,0,benign,benign
0,4,6,458,1,0,benign,benign
0,4,6,295,0,1,malignant,malignant
0,4,6,649,1,0,benign,benign
0,4,6,87,0.1,0.9,malignant,malignant
0,4,6,88,1,0,benign,benign
0,4,6,614,1,0,benign,benign
0,4,6,570,0.1,0.9,malignant,malignant
0,4,6,601,1,0,benign,benign
0,4,6,76,1,0,benign,benign
0,4,6,52,0,1,malignant,malignant
0,4,6,372,1,0,benign,benign
0,4,6,194,1,0,benign,benign
0,4,6,167,0,1,malignant,malignant
0,4,6,625,0.8,0.2,benign,benign
0,4,6,682,1,0,benign,benign
0,4,6,565,0,1,malignant,malignant
0,4,6,28,1,0,benign,benign
0,4,6,538,1,0,benign,benign
0,4,6,386,0,1,malignant,malignant
0,4,6,61,1,0,benign,benign
0,4,6,642,1,0,benign,benign
0,4,6,288,0.4,0.6,malignant,malignant
0,4,6,473,1,0,benign,benign
0,4,6,26,1,0,benign,benign
0,4,6,586,0,1,malignant,malignant
0,4,6,520,1,0,benign,benign
0,4,6,613,1,0,benign,benign
0,4,6,268,0,1,malignant,malignant
0,4,6,80,1,0,benign,benign
0,4,6,342,1,0,benign,benign
0,4,6,177,0.1,0.9,malignant,malignant
0,4,7,235,0.895095,0.104905,benign,benign
0,4,7,459,1,0,benign,benign
0,4,7,523,0,1,malignant,malignant
0,4,7,90,1,0,benign,benign
0,4,7,13,1,0,benign,benign
0,4,7,14,0.1,0.9,malignant,malignant
0,4,7,95,1,0,benign,benign
0,4,7,631,1,0,benign,benign
0,4,7,174,0,1,malignant,malignant
0,4,7,129,1,0,benign,benign
0,4,7,287,1,0,benign,benign
0,4,7,49,0.1,0.9,malignant,malignant
0,4,7,198,1,0,benign,benign
0,4,7,669,0,1,malignant,malignant
0,4,7,257,1,0,benign,benign
0,4,7,634,1,0,benign,benign
0,4,7,103,0.3,0.7,malignant,malignant
0,4,7,363,0.5,0.5,benign,benign
0,4,7,390,1,0,benign,benign
0,4,7,253,0,1,malignant,malignant
0,4,7,560,1,0,benign,benign
0,4,7,655,1,0,benign,benign
0,4,7,132,0.1,0.9,malignant,malignant
0,4,7,252,0,1,malignant,benign
0,4,7,297,0.436301,0.563699,malignant,benign
0,4,7,159,0,1,malignant,malignant
0,4,7,528,1,0,benign,benign
0,4,7,503,1,0,benign,benign
0,4,7,349,0,1,malignant,malignant
0,4,7,578,1,0,benign,benign
0,4,7,550,1,0,benign,benign
0,4,7,251,0,1,malignant,malignant
0,4,7,6,1,0,benign,benign
0,4,7,672,1,0,benign,benign
0,4,7,590,0.3,0.7,malignant,malignant
0,4,7,120,1,0,benign,benign
0,4,7,674,1,0,benign,benign
0,4,7,594,0.1,0.9,malignant,malignant
0,4,7,78,1,0,benign,benign
0,4,7,458,1,0,benign,benign
0,4,7,295,0.2,0.8,malignant,malignant
0,4,7,649,1,0,benign,benign
0,4,7,87,0.1,0.9,malignant,malignant
0,4,7,88,1,0,benign,benign
0,4,7,614,1,0,benign,benign
0,4,7,570,0,1,malignant,malignant
0,4,7,601,1,0,benign,benign
0,4,7,76,1,0,benign,benign
0,4,7,52,0.1,0.9,malignant,malignant
0,4,7,372,1,0,benign,benign
0,4,7,194,1,0,benign,benign
0,4,7,167,0.1,0.9,malignant,malignant
0,4,7,625,1,0,benign,benign
0,4,7,682,1,0,benign,benign
0,4,7,565,0,1,malignant,malignant
0,4,7,28,1,0,benign,benign
0,4,7,538,1,0,benign,benign
0,4,7,386,0,1,malignant,malignant
0,4,7,61,1,0,benign,benign
0,4,7,642,1,0,benign,benign
0,4,7,288,0.2,0.8,malignant,malignant
0,4,7,473,1,0,benign,benign
0,4,7,26,1,0,benign,benign
0,4,7,586,0,1,malignant,malignant
0,4,7,520,1,0,benign,benign
0,4,7,613,1,0,benign,benign
0,4,7,268,0,1,malignant,malignant
0,4,7,80,1,0,benign,benign
0,4,7,342,1,0,benign,benign
0,4,7,177,0,1,malignant,malignant
0,5,0,637,0.7,0.3,benign,benign
0,5,0,56,0.1,0.9,malignant,malignant
0,5,0,343,1,0,benign,benign
0,5,0,430,0.9,0.1,benign,benign
0,5,0,568,0.1,0.9,malignant,malignant
0,5,0,567,0.8,0.2,benign,benign
0,5,0,398,1,0,benign,benign
0,5,0,588,0.2,0.8,malignant,malignant
0,5,0,72,0.7,0.3,benign,benign
0,5,0,31,1,0,benign,benign
0,5,0,23,0.330694,0.669306,malignant,malignant
0,5,0,554,1,0,benign,benign
0,5,0,315,0.236542,0.763458,malignant,benign
0,5,0,272,0.3,0.7,malignant,malignant
0,5,0,640,1,0,benign,benign
0,5,0,558,1,0,benign,benign
0,5,0,482,0,1,malignant,malignant
0,5,0,48,1,0,benign,benign
0,5,0,66,1,0,benign,benign
0,5,0,59,0.8,0.2,benign,malignant
0,5,0,468,1,0,benign,benign
0,5,0,89,1,0,benign,benign
0,5,0,226,0,1,malignant,malignant
0,5,0,694,1,0,benign,benign
0,5,0,371,1,0,benign,benign
0,5,0,237,0.4,0.6,malignant,malignant
0,5,0,378,0.9,0.1,benign,benign
0,5,0,220,1,0,benign,benign
0,5,0,190,0,1,malignant,malignant
0,5,0,162,1,0,benign,benign
0,5,0,603,0.3,0.7,malignant,malignant
0,5,0,617,0.954514,0.045486,benign,benign
0,5,0,695,1,0,benign,benign
0,5,0,122,0.1,0.9,malignant,malignant
0,5,0,651,0.9,0.1,benign,benign
0,5,0,178,1,0,benign,benign
0,5,0,213,0,1,malignant,malignant
0,5,0,311,1,0,benign,benign
0,5,0,544,1,0,benign,benign
0,5,0,465,0,1,malignant,malignant
0,5,0,454,0.9,0.1,benign,benign
0,5,0,566,1,0,benign,benign
0,5,0,264,0.1,0.9,malignant,malignant
0,5,0,22,1,0,benign,benign
0,5,0,644,1,0,benign,benign
0,5,0,381,0,1,malignant,malignant
0,5,0,492,1,0,benign,benign
0,5,0,441,0.4,0.6,malignant,benign
0,5,0,453,0,1,malignant,malignant
0,5,0,154,1,0,benign,benign
0,5,0,394,0.9,0.1,benign,benign
0,5,0,191,0,1,malignant,malignant
0,5,0,385,0.8,0.2,benign,benign
0,5,0,346,0.9,0.1,benign,benign
0,5,0,187,0,1,malignant,malignant
0,5,0,499,1,0,benign,benign
0,5,0,130,1,0,benign,benign
0,5,0,236,0.1,0.9,malignant,malignant
0,5,0,196,0,1,malignant,benign
0,5,0,488,0.2,0.8,malignant,malignant
0,5,0,319,0,1,malignant,benign
0,5,0,504,1,0,benign,benign
0,5,0,246,0,1,malignant,malignant
0,5,0,393,1,0,benign,benign
0,5,0,153,0.8,0.2,benign,benign
0,5,0,12,0.3,0.7,malignant,malignant
0,5,0,92,1,0,benign,benign
0,5,0,536,1,0,benign,benign
0,5,0,691,0.1,0.9,malignant,malignant
0,5,0,396,1,0,benign,benign
0,5,1,637,1,0,benign,benign
0,5,1,56,0,1,malignant,malignant
0,5,1,343,1,0,benign,benign
0,5,1,430,1,0,benign,benign
0,5,1,568,0.1,0.9,malignant,malignant
0,5,1,567,1,0,benign,benign
0,5,1,398,1,0,benign,benign
0,5,1,588,0.4,0.6,malignant,malignant
0,5,1,72,0.9,0.1,benign,benign
0,5,1,31,1,0,benign,benign
0,5,1,23,0.401745,0.598255,malignant,malignant
0,5,1,554,1,0,benign,benign
0,5,1,315,0.160769,0.839231,malignant,benign
0,5,1,272,0.3,0.7,malignant,malignant
0,5,1,640,1,0,benign,benign
0,5,1,558,1,0,benign,benign
0,5,1,482,0,1,malignant,malignant
0,5,1,48,1,0,benign,benign
0,5,1,66,1,0,benign,benign
0,5,1,59,0.6,0.4,benign,malignant
0,5,1,468,1,0,benign,benign
0,5,1,89,1,0,benign,benign
0,5,1,226,0,1,malignant,malignant
0,5,1,694,1,0,benign,benign
0,5,1,371,1,0,benign,benign
0,5,1,237,0.2,0.8,malignant,malignant
0,5,1,378,0.9,0.1,benign,benign
0,5,1,220,1,0,benign,benign
0,5,1,190,0,1,malignant,malignant
0,5,1,162,1,0,benign,benign
0,5,1,603,0.2,0.8,malignant,malignant
0,5,1,617,0.905209,0.094791,benign,benign
0,5,1,695,1,0,benign,benign
0,5,1,122,0,1,malignant,malignant
0,5,1,651,1,0,benign,benign
0,5,1,178,1,0,benign,benign
0,5,1,213,0,1,malignant,malignant
0,5,1,311,1,0,benign,benign
0,5,1,544,1,0,benign,benign
0,5,1,465,0,1,malignant,malignant
0,5,1,454,1,0,benign,benign
0,5,1,566,1,0,benign,benign
0,5,1,264,0.4,0.6,malignant,malignant
0,5,1,22,1,0,benign,benign
0,5,1,644,1,0,benign,benign
0,5,1,381,0,1,malignant,malignant
0,5,1,492,1,0,benign,benign
0,5,1,441,1,0,benign,benign
0,5,1,453,0,1,malignant,malignant
0,5,1,154,1,0,benign,benign
0,5,1,394,1,0,benign,benign
0,5,1,191,0,1,malignant,malignant
0,5,1,385,1,0,benign,benign
0,5,1,346,1,0,benign,benign
0,5,1,187,0,1,malignant,malignant
0,5,1,499,1,0,benign,benign
0,5,1,130,1,0,benign,benign
0,5,1,236,0.1,0.9,malignant,malignant
0,5,1,196,0.1,0.9,malignant,benign
0,5,1,488,0.5,0.5,benign,malignant
0,5,1,319,0.6,0.4,benign,benign
0,5,1,504,1,0,benign,benign
0,5,1,246,0,1,malignant,malignant
0,5,1,393,1,0,benign,benign
0,5,1,153,1,0,benign,benign
0,5,1,12,0.9,0.1,benign,malignant
0,5,1,92,1,0,benign,benign
0,5,1,536,1,0,benign,benign
0,5,1,691,0.1,0.9,malignant,malignant
0,5,1,396,1,0,benign,benign
0,5,2,637,1,0,benign,benign
0,5,2,56,0,1,malignant,malignant
0,5,2,343,1,0,benign,benign
0,5,2,430,1,0,benign,benign
0,5,2,568,0.3,0.7,malignant,malignant
0,5,2,567,1,0,benign,benign
0,5,2,398,1,0,benign,benign
0,5,2,588,0,1,malignant,malignant
0,5,2,72,0.9,0.1,benign,benign
0,5,2,31,1,0,benign,benign
0,5,2,23,0.240935,0.759065,malignant,malignant
0,5,2,554,1,0,benign,benign
0,5,2,315,0.196675,0.803325,malignant,benign
0,5,2,272,0.5,0.5,benign,malignant
0,5,2,640,1,0,benign,benign
0,5,2,558,1,0,benign,benign
0,5,2,482,0,1,malignant,malignant
0,5,2,48,1,0,benign,benign
0,5,2,66,1,0,benign,benign
0,5,2,59,0.4,0.6,malignant,malignant
0,5,2,468,1,0,benign,benign
0,5,2,89,1,0,benign,benign
0,5,2,226,0,1,malignant,malignant
0,5,2,694,1,0,benign,benign
0,5,2,371,1,0,benign,benign
0,5,2,237,0.1,0.9,malignant,malignant
0,5,2,378,1,0,benign,benign
0,5,2,220,1,0,benign,benign
0,5,2,190,0,1,malignant,malignant
0,5,2,162,1,0,benign,benign
0,5,2,603,0.1,0.9,malignant,malignant
0,5,2,617,0.968651,0.031349,benign,benign
0,5,2,695,1,0,benign,benign
0,5,2,122,0,1,malignant,malignant
0,5,2,651,1,0,benign,benign
0,5,2,178,1,0,benign,benign
0,5,2,213,0,1,malignant,malignant
0,5,2,311,1,0,benign,benign
0,5,2,544,1,0,benign,benign
0,5,2,465,0,1,malignant,malignant
0,5,2,454,1,0,benign,benign
0,5,2,566,1,0,benign,benign
0,5,2,264,0,1,malignant,malignant
0,5,2,22,1,0,benign,benign
0,5,2,644,1,0,benign,benign
0,5,2,381,0,1,malignant,malignant
0,5,2,492,1,0,benign,benign
0,5,2,441,0.9,0.1,benign,benign
0,5,2,453,0,1,malignant,malignant
0,5,2,154,1,0,benign,benign
0,5,2,394,1,0,benign,benign
0,5,2,191,0,1,malignant,malignant
0,5,2,385,0.9,0.1,benign,benign
0,5,2,346,1,0,benign,benign
0,5,2,187,0,1,malignant,malignant
0,5,2,499,1,0,benign,benign
0,5,2,130,1,0,benign,benign
0,5,2,236,0,1,malignant,malignant
0,5,2,196,0,1,malignant,benign
0,5,2,488,0.2,0.8,malignant,malignant
0,5,2,319,0.3,0.7,malignant,benign
0,5,2,504,1,0,benign,benign
0,5,2,246,0,1,malignant,malignant
0,5,2,393,1,0,benign,benign
0,5,2,153,1,0,benign,benign
0,5,2,12,1,0,benign,malignant
0,5,2,92,1,0,benign,benign
0,5,2,536,1,0,benign,benign
0,5,2,691,0.1,0.9,malignant,malignant
0,5,2,396,1,0,benign,benign
0,5,3,637,1,0,benign,benign
0,5,3,56,0.1,0.9,malignant,malignant
0,5,3,343,1,0,benign,benign
0,5,3,430,1,0,benign,benign
0,5,3,568,0,1,malignant,malignant
0,5,3,567,1,0,benign,benign
0,5,3,398,1,0,benign,benign
0,5,3,588,0.3,0.7,malignant,malignant
0,5,3,72,0.9,0.1,benign,benign
0,5,3,31,1,0,benign,benign
0,5,3,23,0.20494,0.79506,malignant,malignant
0,5,3,554,1,0,benign,benign
0,5,3,315,0.109524,0.890476,malignant,benign
0,5,3,272,0.2,0.8,malignant,malignant
0,5,3,640,1,0,benign,benign
0,5,3,558,1,0,benign,benign
0,5,3,482,0,1,malignant,malignant
0,5,3,48,1,0,benign,benign
0,5,3,66,1,0,benign,benign
0,5,3,59,0.9,0.1,benign,malignant
0,5,3,468,1,0,benign,benign
0,5,3,89,1,0,benign,benign
0,5,3,226,0,1,malignant,malignant
0,5,3,694,1,0,benign,benign
0,5,3,371,1,0,benign,benign
0,5,3,237,0,1,malignant,malignant
0,5,3,378,1,0,benign,benign
0,5,3,220,1,0,benign,benign
0,5,3,190,0,1,malignant,malignant
0,5,3,162,1,0,benign,benign
0,5,3,603,0.4,0.6,malignant,malignant
0,5,3,617,1,0,benign,benign
0,5,3,695,1,0,benign,benign
0,5,3,122,0,1,malignant,malignant
0,5,3,651,1,0,benign,benign
0,5,3,178,1,0,benign,benign
0,5,3,213,0,1,malignant,malignant
0,5,3,311,1,0,benign,benign
0,5,3,544,1,0,benign,benign
0,5,3,465,0.1,0.9,malignant,malignant
0,5,3,454,1,0,benign,benign
0,5,3,566,1,0,benign,benign
0,5,3,264,0,1,malignant,malignant
0,5,3,22,1,0,benign,benign
0,5,3,644,1,0,benign,benign
0,5,3,381,0,1,malignant,malignant
0,5,3,492,1,0,benign,benign
0,5,3,441,0.7,0.3,benign,benign
0,5,3,453,0,1,malignant,malignant
0,5,3,154,1,0,benign,benign
0,5,3,394,1,0,benign,benign
0,5,3,191,0,1,malignant,malignant
0,5,3,385,1,0,benign,benign
0,5,3,346,1,0,benign,benign
0,5,3,187,0,1,malignant,malignant
0,5,3,499,1,0,benign,benign
0,5,3,130,1,0,benign,benign
0,5,3,236,0,1,malignant,malignant
0,5,3,196,0,1,malignant,benign
0,5,3,488,0.4,0.6,malignant,malignant
0,5,3,319,0,1,malignant,benign
0,5,3,504,1,0,benign,benign
0,5,3,246,0,1,malignant,malignant
0,5,3,393,1,0,benign,benign
0,5,3,153,1,0,benign,benign
0,5,3,12,0.4,0.6,malignant,malignant
0,5,3,92,1,0,benign,benign
0,5,3,536,1,0,benign,benign
0,5,3,691,0.2,0.8,malignant,malignant
0,5,3,396,1,0,benign,benign
0,5,4,637,1,0,benign,benign
0,5,4,56,0.1,0.9,malignant,malignant
0,5,4,343,1,0,benign,benign
0,5,4,430,1,0,benign,benign
0,5,4,568,0,1,malignant,malignant
0,5,4,567,1,0,benign,benign
0,5,4,398,1,0,benign,benign
0,5,4,588,0.2,0.8,malignant,malignant
0,5,4,72,0.5,0.5,benign,benign
0,5,4,31,1,0,benign,benign
0,5,4,23,0,1,malignant,malignant
0,5,4,554,1,0,benign,benign
0,5,4,315,0.044737,0.955263,malignant,benign
0,5,4,272,0.2,0.8,malignant,malignant
0,5,4,640,1,0,benign,benign
0,5,4,558,1,0,benign,benign
0,5,4,482,0,1,malignant,malignant
0,5,4,48,1,0,benign,benign
0,5,4,66,1,0,benign,benign
0,5,4,59,0.2,0.8,malignant,malignant
0,5,4,468,1,0,benign,benign
0,5,4,89,1,0,benign,benign
0,5,4,226,0,1,malignant,malignant
0,5,4,694,1,0,benign,benign
0,5,4,371,1,0,benign,benign
0,5,4,237,0,1,malignant,malignant
0,5,4,378,1,0,benign,benign
0,5,4,220,1,0,benign,benign
0,5,4,190,0,1,malignant,malignant
0,5,4,162,1,0,benign,benign
0,5,4,603,0,1,malignant,malignant
0,5,4,617,1,0,benign,benign
0,5,4,695,1,0,benign,benign
0,5,4,122,0,1,malignant,malignant
0,5,4,651,1,0,benign,benign
0,5,4,178,1,0,benign,benign
0,5,4,213,0,1,malignant,malignant
0,5,4,311,1,0,benign,benign
0,5,4,544,1,0,benign,benign
0,5,4,465,0,1,malignant,malignant
0,5,4,454,1,0,benign,benign
0,5,4,566,1,0,benign,benign
0,5,4,264,0.1,0.9,malignant,malignant
0,5,4,22,1,0,benign,benign
0,5,4,644,1,0,benign,benign
0,5,4,381,0,1,malignant,malignant
0,5,4,492,1,0,benign,benign
0,5,4,441,1,0,benign,benign
0,5,4,453,0,1,malignant,malignant
0,5,4,154,1,0,benign,benign
0,5,4,394,1,0,benign,benign
0,5,4,191,0,1,malignant,malignant
0,5,4,385,0.8,0.2,benign,benign
0,5,4,346,1,0,benign,benign
0,5,4,187,0,1,malignant,malignant
0,5,4,499,1,0,benign,benign
0,5,4,130,1,0,benign,benign
0,5,4,236,0,1,malignant,malignant
0,5,4,196,0,1,malignant,benign
0,5,4,488,0.3,0.7,malignant,malignant
0,5,4,319,0.1,0.9,malignant,benign
0,5,4,504,1,0,benign,benign
0,5,4,246,0,1,malignant,malignant
0,5,4,393,1,0,benign,benign
0,5,4,153,1,0,benign,benign
0,5,4,12,0.8,0.2,benign,malignant
0,5,4,92,1,0,benign,benign
0,5,4,536,1,0,benign,benign
0,5,4,691,0.4,0.6,malignant,malignant
0,5,4,396,1,0,benign,benign
0,5,5,637,1,0,benign,benign
0,5,5,56,0,1,malignant,malignant
0,5,5,343,1,0,benign,benign
0,5,5,430,0.9,0.1,benign,benign
0,5,5,568,0,1,malignant,malignant
0,5,5,567,1,0,benign,benign
0,5,5,398,1,0,benign,benign
0,5,5,588,0.1,0.9,malignant,malignant
0,5,5,72,0.8,0.2,benign,benign
0,5,5,31,1,0,benign,benign
0,5,5,23,0.154921,0.845079,malignant,malignant
0,5,5,554,1,0,benign,benign
0,5,5,315,0,1,malignant,benign
0,5,5,272,0.3,0.7,malignant,malignant
0,5,5,640,1,0,benign,benign
0,5,5,558,1,0,benign,benign
0,5,5,482,0,1,malignant,malignant
0,5,5,48,1,0,benign,benign
0,5,5,66,1,0,benign,benign
0,5,5,59,0.3,0.7,malignant,malignant
0,5,5,468,1,0,benign,benign
0,5,5,89,1,0,benign,benign
0,5,5,226,0,1,malignant,malignant
0,5,5,694,1,0,benign,benign
0,5,5,371,1,0,benign,benign
0,5,5,237,0,1,malignant,malignant
0,5,5,378,1,0,benign,benign
0,5,5,220,1,0,benign,benign
0,5,5,190,0,1,malignant,malignant
0,5,5,162,1,0,benign,benign
0,5,5,603,0.2,0.8,malignant,malignant
0,5,5,617,1,0,benign,benign
0,5,5,695,1,0,benign,benign
0,5,5,122,0,1,malignant,malignant
0,5,5,651,1,0,benign,benign
0,5,5,178,1,0,benign,benign
0,5,5,213,0,1,malignant,malignant
0,5,5,311,1,0,benign,benign
0,5,5,544,1,0,benign,benign
0,5,5,465,0,1,malignant,malignant
0,5,5,454,1,0,benign,benign
0,5,5,566,1,0,benign,benign
0,5,5,264,0,1,malignant,malignant
0,5,5,22,1,0,benign,benign
0,5,5,644,1,0,benign,benign
0,5,5,381,0,1,malignant,malignant
0,5,5,492,1,0,benign,benign
0,5,5,441,1,0,benign,benign
0,5,5,453,0,1,malignant,malignant
0,5,5,154,1,0,benign,benign
0,5,5,394,1,0,benign,benign
0,5,5,191,0,1,malignant,malignant
0,5,5,385,0.8,0.2,benign,benign
0,5,5,346,1,0,benign,benign
0,5,5,187,0,1,malignant,malignant
0,5,5,499,1,0,benign,benign
0,5,5,130,1,0,benign,benign
0,5,5,236,0,1,malignant,malignant
0,5,5,196,0,1,malignant,benign
0,5,5,488,0.4,0.6,malignant,malignant
0,5,5,319,0,1,malignant,benign
0,5,5,504,1,0,benign,benign
0,5,5,246,0,1,malignant,malignant
0,5,5,393,1,0,benign,benign
0,5,5,153,1,0,benign,benign
0,5,5,12,0.6,0.4,benign,malignant
0,5,5,92,1,0,benign,benign
0,5,5,536,1,0,benign,benign
0,5,5,691,0.3,0.7,malignant,malignant
0,5,5,396,1,0,benign,benign
0,5,6,637,0.8,0.2,benign,benign
0,5,6,56,0.1,0.9,malignant,malignant
0,5,6,343,1,0,benign,benign
0,5,6,430,1,0,benign,benign
0,5,6,568,0.1,0.9,malignant,malignant
0,5,6,567,0.9,0.1,benign,benign
0,5,6,398,1,0,benign,benign
0,5,6,588,0.2,0.8,malignant,malignant
0,5,6,72,0.7,0.3,benign,benign
0,5,6,31,1,0,benign,benign
0,5,6,23,0.007857,0.992143,malignant,malignant
0,5,6,554,1,0,benign,benign
0,5,6,315,0.163889,0.836111,malignant,benign
0,5,6,272,0.1,0.9,malignant,malignant
0,5,6,640,1,0,benign,benign
0,5,6,558,1,0,benign,benign
0,5,6,482,0,1,malignant,malignant
0,5,6,48,1,0,benign,benign
0,5,6,66,1,0,benign,benign
0,5,6,59,0.1,0.9,malignant,malignant
0,5,6,468,1,0,benign,benign
0,5,6,89,1,0,benign,benign
0,5,6,226,0,1,malignant,malignant
0,5,6,694,1,0,benign,benign
0,5,6,371,1,0,benign,benign
0,5,6,237,0,1,malignant,malignant
0,5,6,378,1,0,benign,benign
0,5,6,220,1,0,benign,benign
0,5,6,190,0,1,malignant,malignant
0,5,6,162,1,0,benign,benign
0,5,6,603,0.2,0.8,malignant,malignant
0,5,6,617,0.995286,0.004714,benign,benign
0,5,6,695,1,0,benign,benign
0,5,6,122,0,1,malignant,malignant
0,5,6,651,1,0,benign,benign
0,5,6,178,1,0,benign,benign
0,5,6,213,0,1,malignant,malignant
0,5,6,311,1,0,benign,benign
0,5,6,544,1,0,benign,benign
0,5,6,465,0,1,malignant,malignant
0,5,6,454,1,0,benign,benign
0,5,6,566,1,0,benign,benign
0,5,6,264,0.1,0.9,malignant,malignant
0,5,6,22,1,0,benign,benign
0,5,6,644,1,0,benign,benign
0,5,6,381,0,1,malignant,malignant
0,5,6,492,1,0,benign,benign
0,5,6,441,1,0,benign,benign
0,5,6,453,0,1,malignant,malignant
0,5,6,154,1,0,benign,benign
0,5,6,394,1,0,benign,benign
0,5,6,191,0,1,malignant,malignant
0,5,6,385,0.65,0.35,benign,benign
0,5,6,346,1,0,benign,benign
0,5,6,187,0,1,malignant,malignant
0,5,6,499,1,0,benign,benign
0,5,6,130,1,0,benign,benign
0,5,6,236,0,1,malignant,malignant
0,5,6,196,0,1,malignant,benign
0,5,6,488,0.4,0.6,malignant,malignant
0,5,6,319,0.2,0.8,malignant,benign
0,5,6,504,1,0,benign,benign
0,5,6,246,0,1,malignant,malignant
0,5,6,393,1,0,benign,benign
0,5,6,153,1,0,benign,benign
0,5,6,12,0.6,0.4,benign,malignant
0,5,6,92,1,0,benign,benign
0,5,6,536,1,0,benign,benign
0,5,6,691,0.5,0.5,benign,malignant
0,5,6,396,1,0,benign,benign
0,5,7,637,0.8,0.2,benign,benign
0,5,7,56,0,1,malignant,malignant
0,5,7,343,1,0,benign,benign
0,5,7,430,1,0,benign,benign
0,5,7,568,0.1,0.9,malignant,malignant
0,5,7,567,0.8,0.2,benign,benign
0,5,7,398,1,0,benign,benign
0,5,7,588,0,1,malignant,malignant
0,5,7,72,1,0,benign,benign
0,5,7,31,1,0,benign,benign
0,5,7,23,0.183384,0.816616,malignant,malignant
0,5,7,554,1,0,benign,benign
0,5,7,315,0.198935,0.801065,malignant,benign
0,5,7,272,0.1,0.9,malignant,malignant
0,5,7,640,1,0,benign,benign
0,5,7,558,1,0,benign,benign
0,5,7,482,0,1,malignant,malignant
0,5,7,48,1,0,benign,benign
0,5,7,66,1,0,benign,benign
0,5,7,59,0.4,0.6,malignant,malignant
0,5,7,468,1,0,benign,benign
0,5,7,89,1,0,benign,benign
0,5,7,226,0,1,malignant,malignant
0,5,7,694,1,0,benign,benign
0,5,7,371,1,0,benign,benign
0,5,7,237,0,1,malignant,malignant
0,5,7,378,1,0,benign,benign
0,5,7,220,1,0,benign,benign
0,5,7,190,0,1,malignant,malignant
0,5,7,162,1,0,benign,benign
0,5,7,603,0.21828,0.78172,malignant,malignant
0,5,7,617,1,0,benign,benign
0,5,7,695,1,0,benign,benign
0,5,7,122,0,1,malignant,malignant
0,5,7,651,1,0,benign,benign
0,5,7,178,1,0,benign,benign
0,5,7,213,0,1,malignant,malignant
0,5,7,311,1,0,benign,benign
0,5,7,544,1,0,benign,benign
0,5,7,465,0,1,malignant,malignant
0,5,7,454,1,0,benign,benign
0,5,7,566,1,0,benign,benign
0,5,7,264,0,1,malignant,malignant
0,5,7,22,1,0,benign,benign
0,5,7,644,1,0,benign,benign
0,5,7,381,0,1,malignant,malignant
0,5,7,492,1,0,benign,benign
0,5,7,441,0.5,0.5,malignant,benign
0,5,7,453,0,1,malignant,malignant
0,5,7,154,1,0,benign,benign
0,5,7,394,1,0,benign,benign
0,5,7,191,0,1,malignant,malignant
0,5,7,385,1,0,benign,benign
0,5,7,346,1,0,benign,benign
0,5,7,187,0,1,malignant,malignant
0,5,7,499,1,0,benign,benign
0,5,7,130,1,0,benign,benign
0,5,7,236,0,1,malignant,malignant
0,5,7,196,0,1,malignant,benign
0,5,7,488,0.2,0.8,malignant,malignant
0,5,7,319,0.1,0.9,malignant,benign
0,5,7,504,1,0,benign,benign
0,5,7,246,0,1,malignant,malignant
0,5,7,393,1,0,benign,benign
0,5,7,153,0.9,0.1,benign,benign
0,5,7,12,0.29375,0.70625,malignant,malignant
0,5,7,92,1,0,benign,benign
0,5,7,536,1,0,benign,benign
0,5,7,691,0.4,0.6,malignant,malignant
0,5,7,396,1,0,benign,benign
0,6,0,684,1,0,benign,benign
0,6,0,151,0.2,0.8,malignant,malignant
0,6,0,355,1,0,benign,benign
0,6,0,7,1,0,benign,benign
0,6,0,18,0.1,0.9,malignant,malignant
0,6,0,673,0.9,0.1,benign,benign
0,6,0,309,0.7,0.3,benign,benign
0,6,0,356,0.4,0.6,malignant,malignant
0,6,0,275,0.791056,0.208944,benign,benign
0,6,0,532,1,0,benign,benign
0,6,0,149,0,1,malignant,malignant
0,6,0,137,1,0,benign,benign
0,6,0,335,1,0,benign,benign
0,6,0,316,0.2,0.8,malignant,malignant
0,6,0,690,1,0,benign,benign
0,6,0,676,1,0,benign,benign
0,6,0,46,0.1,0.9,malignant,malignant
0,6,0,244,1,0,benign,benign
0,6,0,222,0.7,0.3,benign,malignant
0,6,0,410,1,0,benign,benign
0,6,0,83,1,0,benign,benign
0,6,0,546,0,1,malignant,malignant
0,6,0,551,1,0,benign,benign
0,6,0,464,1,0,benign,benign
0,6,0,330,0.2,0.8,malignant,malignant
0,6,0,639,1,0,benign,benign
0,6,0,240,0.9,0.1,benign,benign
0,6,0,421,0,1,malignant,malignant
0,6,0,318,1,0,benign,benign
0,6,0,182,1,0,benign,benign
0,6,0,519,0,1,malignant,malignant
0,6,0,382,1,0,benign,benign
0,6,0,507,0.9,0.1,benign,benign
0,6,0,262,0,1,malignant,malignant
0,6,0,0,1,0,benign,benign
0,6,0,609,1,0,benign,benign
0,6,0,591,0.3,0.7,malignant,malignant
0,6,0,306,1,0,benign,benign
0,6,0,290,1,0,benign,benign
0,6,0,680,0,1,malignant,malignant
0,6,0,573,1,0,benign,benign
0,6,0,424,1,0,benign,benign
0,6,0,605,0,1,malignant,malignant
0,6,0,144,1,0,benign,benign
0,6,0,438,1,0,benign,benign
0,6,0,254,0.1,0.9,malignant,malignant
0,6,0,354,1,0,benign,benign
0,6,0,84,0.1,0.9,malignant,malignant
0,6,0,422,0.6,0.4,benign,benign
0,6,0,486,1,0,benign,benign
0,6,0,65,0.7,0.3,benign,malignant
0,6,0,24,1,0,benign,benign
0,6,0,280,1,0,benign,benign
0,6,0,582,0,1,malignant,malignant
0,6,0,687,0.9,0.1,benign,benign
0,6,0,420,0.6,0.4,benign,benign
0,6,0,457,0.1,0.9,malignant,malignant
0,6,0,526,1,0,benign,benign
0,6,0,539,1,0,benign,benign
0,6,0,206,0.1,0.9,malignant,malignant
0,6,0,278,1,0,benign,benign
0,6,0,627,0.9,0.1,benign,benign
0,6,0,285,0,1,malignant,malignant
0,6,0,572,1,0,benign,benign
0,6,0,170,1,0,benign,benign
0,6,0,569,0,1,malignant,malignant
0,6,0,653,1,0,benign,benign
0,6,0,364,1,0,benign,benign
0,6,0,320,0.1,0.9,malignant,malignant
0,6,0,542,0.9,0.1,benign,benign
0,6,1,684,1,0,benign,benign
0,6,1,151,0.2,0.8,malignant,malignant
0,6,1,355,1,0,benign,benign
0,6,1,7,1,0,benign,benign
0,6,1,18,0.2,0.8,malignant,malignant
0,6,1,673,1,0,benign,benign
0,6,1,309,0.9,0.1,benign,benign
0,6,1,356,1,0,benign,malignant
0,6,1,275,0.845209,0.154791,benign,benign
0,6,1,532,1,0,benign,benign
0,6,1,149,0,1,malignant,malignant
0,6,1,137,1,0,benign,benign
0,6,1,335,1,0,benign,benign
0,6,1,316,0.3,0.7,malignant,malignant
0,6,1,690,1,0,benign,benign
0,6,1,676,1,0,benign,benign
0,6,1,46,0.1,0.9,malignant,malignant
0,6,1,244,1,0,benign,benign
0,6,1,222,1,0,benign,malignant
0,6,1,410,1,0,benign,benign
0,6,1,83,0.9,0.1,benign,benign
0,6,1,546,0,1,malignant,malignant
0,6,1,551,1,0,benign,benign
0,6,1,464,1,0,benign,benign
0,6,1,330,0.1,0.9,malignant,malignant
0,6,1,639,1,0,benign,benign
0,6,1,240,0.9,0.1,benign,benign
0,6,1,421,0,1,malignant,malignant
0,6,1,318,1,0,benign,benign
0,6,1,182,1,0,benign,benign
0,6,1,519,0.2,0.8,malignant,malignant
0,6,1,382,1,0,benign,benign
0,6,1,507,1,0,benign,benign
0,6,1,262,0,1,malignant,malignant
0,6,1,0,1,0,benign,benign
0,6,1,609,1,0,benign,benign
0,6,1,591,0,1,malignant,malignant
0,6,1,306,1,0,benign,benign
0,6,1,290,1,0,benign,benign
0,6,1,680,0,1,malignant,malignant
0,6,1,573,1,0,benign,benign
0,6,1,424,1,0,benign,benign
0,6,1,605,0,1,malignant,malignant
0,6,1,144,1,0,benign,benign
0,6,1,438,1,0,benign,benign
0,6,1,254,0.2,0.8,malignant,malignant
0,6,1,354,1,0,benign,benign
0,6,1,84,0,1,malignant,malignant
0,6,1,422,0.9,0.1,benign,benign
0,6,1,486,1,0,benign,benign
0,6,1,65,0.6,0.4,benign,malignant
0,6,1,24,1,0,benign,benign
0,6,1,280,1,0,benign,benign
0,6,1,582,0,1,malignant,malignant
0,6,1,687,1,0,benign,benign
0,6,1,420,1,0,benign,benign
0,6,1,457,0.1,0.9,malignant,malignant
0,6,1,526,1,0,benign,benign
0,6,1,539,1,0,benign,benign
0,6,1,206,0.1,0.9,malignant,malignant
0,6,1,278,1,0,benign,benign
0,6,1,627,1,0,benign,benign
0,6,1,285,0,1,malignant,malignant
0,6,1,572,1,0,benign,benign
0,6,1,170,1,0,benign,benign
0,6,1,569,0,1,malignant,malignant
0,6,1,653,1,0,benign,benign
0,6,1,364,1,0,benign,benign
0,6,1,320,0,1,malignant,malignant
0,6,1,542,1,0,benign,benign
0,6,2,684,1,0,benign,benign
0,6,2,151,0.1,0.9,malignant,malignant
0,6,2,355,1,0,benign,benign
0,6,2,7,1,0,benign,benign
0,6,2,18,0.1,0.9,malignant,malignant
0,6,2,673,1,0,benign,benign
0,6,2,309,0.9,0.1,benign,benign
0,6,2,356,0.9,0.1,benign,malignant
0,6,2,275,0.99881,0.00119,benign,benign
0,6,2,532,1,0,benign,benign
0,6,2,149,0,1,malignant,malignant
0,6,2,137,1,0,benign,benign
0,6,2,335,1,0,benign,benign
0,6,2,316,0.2,0.8,malignant,malignant
0,6,2,690,1,0,benign,benign
0,6,2,676,1,0,benign,benign
0,6,2,46,0.2,0.8,malignant,malignant
0,6,2,244,1,0,benign,benign
0,6,2,222,1,0,benign,malignant
0,6,2,410,1,0,benign,benign
0,6,2,83,1,0,benign,benign
0,6,2,546,0,1,malignant,malignant
0,6,2,551,1,0,benign,benign
0,6,2,464,1,0,benign,benign
0,6,2,330,0.1,0.9,malignant,malignant
0,6,2,639,1,0,benign,benign
0,6,2,240,1,0,benign,benign
0,6,2,421,0,1,malignant,malignant
0,6,2,318,1,0,benign,benign
0,6,2,182,1,0,benign,benign
0,6,2,519,0.2,0.8,malignant,malignant
0,6,2,382,1,0,benign,benign
0,6,2,507,1,0,benign,benign
0,6,2,262,0,1,malignant,malignant
0,6,2,0,1,0,benign,benign
0,6,2,609,1,0,benign,benign
0,6,2,591,0.2,0.8,malignant,malignant
0,6,2,306,1,0,benign,benign
0,6,2,290,1,0,benign,benign
0,6,2,680,0,1,malignant,malignant
0,6,2,573,1,0,benign,benign
0,6,2,424,1,0,benign,benign
0,6,2,605,0,1,malignant,malignant
0,6,2,144,1,0,benign,benign
0,6,2,438,1,0,benign,benign
0,6,2,254,0,1,malignant,malignant
0,6,2,354,1,0,benign,benign
0,6,2,84,0.1,0.9,malignant,malignant
0,6,2,422,1,0,benign,benign
0,6,2,486,1,0,benign,benign
0,6,2,65,0.4,0.6,malignant,malignant
0,6,2,24,1,0,benign,benign
0,6,2,280,1,0,benign,benign
0,6,2,582,0.1,0.9,malignant,malignant
0,6,2,687,1,0,benign,benign
0,6,2,420,1,0,benign,benign
0,6,2,457,0.1,0.9,malignant,malignant
0,6,2,526,1,0,benign,benign
0,6,2,539,1,0,benign,benign
0,6,2,206,0,1,malignant,malignant
0,6,2,278,1,0,benign,benign
0,6,2,627,1,0,benign,benign
0,6,2,285,0,1,malignant,malignant
0,6,2,572,1,0,benign,benign
0,6,2,170,1,0,benign,benign
0,6,2,569,0,1,malignant,malignant
0,6,2,653,1,0,benign,benign
0,6,2,364,1,0,benign,benign
0,6,2,320,0.1,0.9,malignant,malignant
0,6,2,542,1,0,benign,benign
0,6,3,684,1,0,benign,benign
0,6,3,151,0.2,0.8,malignant,malignant
0,6,3,355,1,0,benign,benign
0,6,3,7,1,0,benign,benign
0,6,3,18,0.2,0.8,malignant,malignant
0,6,3,673,1,0,benign,benign
0,6,3,309,0.6,0.4,benign,benign
0,6,3,356,0.8,0.2,benign,malignant
0,6,3,275,0.960674,0.039326,benign,benign
0,6,3,532,1,0,benign,benign
0,6,3,149,0,1,malignant,malignant
0,6,3,137,1,0,benign,benign
0,6,3,335,1,0,benign,benign
0,6,3,316,0.2,0.8,malignant,malignant
0,6,3,690,1,0,benign,benign
0,6,3,676,1,0,benign,benign
0,6,3,46,0.2,0.8,malignant,malignant
0,6,3,244,1,0,benign,benign
0,6,3,222,1,0,benign,malignant
0,6,3,410,1,0,benign,benign
0,6,3,83,1,0,benign,benign
0,6,3,546,0,1,malignant,malignant
0,6,3,551,1,0,benign,benign
0,6,3,464,1,0,benign,benign
0,6,3,330,0.2,0.8,malignant,malignant
0,6,3,639,1,0,benign,benign
0,6,3,240,0.9,0.1,benign,benign
0,6,3,421,0,1,malignant,malignant
0,6,3,318,1,0,benign,benign
0,6,3,182,1,0,benign,benign
0,6,3,519,0.2,0.8,malignant,malignant
0,6,3,382,1,0,benign,benign
0,6,3,507,1,0,benign,benign
0,6,3,262,0,1,malignant,malignant
0,6,3,0,1,0,benign,benign
0,6,3,609,1,0,benign,benign
0,6,3,591,0,1,malignant,malignant
0,6,3,306,1,0,benign,benign
0,6,3,290,1,0,benign,benign
0,6,3,680,0,1,malignant,malignant
0,6,3,573,1,0,benign,benign
0,6,3,424,1,0,benign,benign
0,6,3,605,0,1,malignant,malignant
0,6,3,144,1,0,benign,benign
0,6,3,438,1,0,benign,benign
0,6,3,254,0,1,malignant,malignant
0,6,3,354,1,0,benign,benign
0,6,3,84,0,1,malignant,malignant
0,6,3,422,1,0,benign,benign
0,6,3,486,1,0,benign,benign
0,6,3,65,0.5,0.5,benign,malignant
0,6,3,24,1,0,benign,benign
0,6,3,280,1,0,benign,benign
0,6,3,582,0,1,malignant,malignant
0,6,3,687,1,0,benign,benign
0,6,3,420,0.9,0.1,benign,benign
0,6,3,457,0,1,malignant,malignant
0,6,3,526,1,0,benign,benign
0,6,3,539,1,0,benign,benign
0,6,3,206,0,1,malignant,malignant
0,6,3,278,1,0,benign,benign
0,6,3,627,1,0,benign,benign
0,6,3,285,0,1,malignant,malignant
0,6,3,572,1,0,benign,benign
0,6,3,170,1,0,benign,benign
0,6,3,569,0,1,malignant,malignant
0,6,3,653,1,0,benign,benign
0,6,3,364,1,0,benign,benign
0,6,3,320,0,1,malignant,malignant
0,6,3,542,1,0,benign,benign
0,6,4,684,1,0,benign,benign
0,6,4,151,0.2,0.8,malignant,malignant
0,6,4,355,1,0,benign,benign
0,6,4,7,1,0,benign,benign
0,6,4,18,0.1,0.9,malignant,malignant
0,6,4,673,0.9,0.1,benign,benign
0,6,4,309,1,0,benign,benign
0,6,4,356,0.8,0.2,benign,malignant
0,6,4,275,0.969958,0.030042,benign,benign
0,6,4,532,1,0,benign,benign
0,6,4,149,0,1,malignant,malignant
0,6,4,137,1,0,benign,benign
0,6,4,335,1,0,benign,benign
0,6,4,316,0.2,0.8,malignant,malignant
0,6,4,690,1,0,benign,benign
0,6,4,676,1,0,benign,benign
0,6,4,46,0,1,malignant,malignant
0,6,4,244,1,0,benign,benign
0,6,4,222,1,0,benign,malignant
0,6,4,410,1,0,benign,benign
0,6,4,83,0.9,0.1,benign,benign
0,6,4,546,0,1,malignant,malignant
0,6,4,551,1,0,benign,benign
0,6,4,464,1,0,benign,benign
0,6,4,330,0.3,0.7,malignant,malignant
0,6,4,639,1,0,benign,benign
0,6,4,240,0.9,0.1,benign,benign
0,6,4,421,0,1,malignant,malignant
0,6,4,318,0.9,0.1,benign,benign
0,6,4,182,1,0,benign,benign
0,6,4,519,0.1,0.9,malignant,malignant
0,6,4,382,1,0,benign,benign
0,6,4,507,1,0,benign,benign
0,6,4,262,0,1,malignant,malignant
0,6,4,0,1,0,benign,benign
0,6,4,609,1,0,benign,benign
0,6,4,591,0,1,malignant,malignant
0,6,4,306,1,0,benign,benign
0,6,4,290,1,0,benign,benign
0,6,4,680,0,1,malignant,malignant
0,6,4,573,1,0,benign,benign
0,6,4,424,1,0,benign,benign
0,6,4,605,0,1,malignant,malignant
0,6,4,144,1,0,benign,benign
0,6,4,438,1,0,benign,benign
0,6,4,254,0,1,malignant,malignant
0,6,4,354,1,0,benign,benign
0,6,4,84,0,1,malignant,malignant
0,6,4,422,0.8,0.2,benign,benign
0,6,4,486,1,0,benign,benign
0,6,4,65,0.3,0.7,malignant,malignant
0,6,4,24,1,0,benign,benign
0,6,4,280,1,0,benign,benign
0,6,4,582,0.1,0.9,malignant,malignant
0,6,4,687,1,0,benign,benign
0,6,4,420,1,0,benign,benign
0,6,4,457,0,1,malignant,malignant
0,6,4,526,1,0,benign,benign
0,6,4,539,1,0,benign,benign
0,6,4,206,0,1,malignant,malignant
0,6,4,278,1,0,benign,benign
0,6,4,627,1,0,benign,benign
0,6,4,285,0,1,malignant,malignant
0,6,4,572,1,0,benign,benign
0,6,4,170,1,0,benign,benign
0,6,4,569,0,1,malignant,malignant
0,6,4,653,1,0,benign,benign
0,6,4,364,1,0,benign,benign
0,6,4,320,0,1,malignant,malignant
0,6,4,542,1,0,benign,benign
0,6,5,684,1,0,benign,benign
0,6,5,151,0.1,0.9,malignant,malignant
0,6,5,355,1,0,benign,benign
0,6,5,7,1,0,benign,benign
0,6,5,18,0,1,malignant,malignant
0,6,5,673,0.9,0.1,benign,benign
0,6,5,309,0.8,0.2,benign,benign
0,6,5,356,0.8,0.2,benign,malignant
0,6,5,275,1,0,benign,benign
0,6,5,532,1,0,benign,benign
0,6,5,149,0,1,malignant,malignant
0,6,5,137,1,0,benign,benign
0,6,5,335,1,0,benign,benign
0,6,5,316,0.2,0.8,malignant,malignant
0,6,5,690,1,0,benign,benign
0,6,5,676,1,0,benign,benign
0,6,5,46,0,1,malignant,malignant
0,6,5,244,1,0,benign,benign
0,6,5,222,1,0,benign,malignant
0,6,5,410,1,0,benign,benign
0,6,5,83,0.8,0.2,benign,benign
0,6,5,546,0,1,malignant,malignant
0,6,5,551,1,0,benign,benign
0,6,5,464,1,0,benign,benign
0,6,5,330,0,1,malignant,malignant
0,6,5,639,1,0,benign,benign
0,6,5,240,0.9,0.1,benign,benign
0,6,5,421,0,1,malignant,malignant
0,6,5,318,1,0,benign,benign
0,6,5,182,1,0,benign,benign
0,6,5,519,0,1,malignant,malignant
0,6,5,382,1,0,benign,benign
0,6,5,507,1,0,benign,benign
0,6,5,262,0,1,malignant,malignant
0,6,5,0,1,0,benign,benign
0,6,5,609,1,0,benign,benign
0,6,5,591,0,1,malignant,malignant
0,6,5,306,1,0,benign,benign
0,6,5,290,1,0,benign,benign
0,6,5,680,0,1,malignant,malignant
0,6,5,573,1,0,benign,benign
0,6,5,424,1,0,benign,benign
0,6,5,605,0,1,malignant,malignant
0,6,5,144,1,0,benign,benign
0,6,5,438,1,0,benign,benign
0,6,5,254,0,1,malignant,malignant
0,6,5,354,1,0,benign,benign
0,6,5,84,0,1,malignant,malignant
0,6,5,422,1,0,benign,benign
0,6,5,486,1,0,benign,benign
0,6,5,65,0.1,0.9,malignant,malignant
0,6,5,24,1,0,benign,benign
0,6,5,280,1,0,benign,benign
0,6,5,582,0.1,0.9,malignant,malignant
0,6,5,687,1,0,benign,benign
0,6,5,420,1,0,benign,benign
0,6,5,457,0,1,malignant,malignant
0,6,5,526,1,0,benign,benign
0,6,5,539,1,0,benign,benign
0,6,5,206,0,1,malignant,malignant
0,6,5,278,1,0,benign,benign
0,6,5,627,1,0,benign,benign
0,6,5,285,0,1,malignant,malignant
0,6,5,572,1,0,benign,benign
0,6,5,170,1,0,benign,benign
0,6,5,569,0,1,malignant,malignant
0,6,5,653,1,0,benign,benign
0,6,5,364,1,0,benign,benign
0,6,5,320,0.1,0.9,malignant,malignant
0,6,5,542,1,0,benign,benign
0,6,6,684,1,0,benign,benign
0,6,6,151,0.1,0.9,malignant,malignant
0,6,6,355,1,0,benign,benign
0,6,6,7,1,0,benign,benign
0,6,6,18,0,1,malignant,malignant
0,6,6,673,1,0,benign,benign
0,6,6,309,0.9,0.1,benign,benign
0,6,6,356,0.7,0.3,benign,malignant
0,6,6,275,1,0,benign,benign
0,6,6,532,1,0,benign,benign
0,6,6,149,0,1,malignant,malignant
0,6,6,137,1,0,benign,benign
0,6,6,335,1,0,benign,benign
0,6,6,316,0.5,0.5,benign,malignant
0,6,6,690,1,0,benign,benign
0,6,6,676,1,0,benign,benign
0,6,6,46,0.5,0.5,benign,malignant
0,6,6,244,1,0,benign,benign
0,6,6,222,1,0,benign,malignant
0,6,6,410,1,0,benign,benign
0,6,6,83,0.9,0.1,benign,benign
0,6,6,546,0,1,malignant,malignant
0,6,6,551,1,0,benign,benign
0,6,6,464,1,0,benign,benign
0,6,6,330,0,1,malignant,malignant
0,6,6,639,1,0,benign,benign
0,6,6,240,1,0,benign,benign
0,6,6,421,0,1,malignant,malignant
0,6,6,318,1,0,benign,benign
0,6,6,182,1,0,benign,benign
0,6,6,519,0,1,malignant,malignant
0,6,6,382,1,0,benign,benign
0,6,6,507,1,0,benign,benign
0,6,6,262,0,1,malignant,malignant
0,6,6,0,1,0,benign,benign
0,6,6,609,1,0,benign,benign
0,6,6,591,0,1,malignant,malignant
0,6,6,306,1,0,benign,benign
0,6,6,290,1,0,benign,benign
0,6,6,680,0,1,malignant,malignant
0,6,6,573,1,0,benign,benign
0,6,6,424,1,0,benign,benign
0,6,6,605,0,1,malignant,malignant
0,6,6,144,1,0,benign,benign
0,6,6,438,1,0,benign,benign
0,6,6,254,0.1,0.9,malignant,malignant
0,6,6,354,1,0,benign,benign
0,6,6,84,0,1,malignant,malignant
0,6,6,422,0.9,0.1,benign,benign
0,6,6,486,1,0,benign,benign
0,6,6,65,0.3,0.7,malignant,malignant
0,6,6,24,1,0,benign,benign
0,6,6,280,1,0,benign,benign
0,6,6,582,0.1,0.9,malignant,malignant
0,6,6,687,1,0,benign,benign
0,6,6,420,1,0,benign,benign
0,6,6,457,0,1,malignant,malignant
0,6,6,526,1,0,benign,benign
0,6,6,539,1,0,benign,benign
0,6,6,206,0,1,malignant,malignant
0,6,6,278,1,0,benign,benign
0,6,6,627,1,0,benign,benign
0,6,6,285,0,1,malignant,malignant
0,6,6,572,1,0,benign,benign
0,6,6,170,1,0,benign,benign
0,6,6,569,0,1,malignant,malignant
0,6,6,653,1,0,benign,benign
0,6,6,364,1,0,benign,benign
0,6,6,320,0,1,malignant,malignant
0,6,6,542,1,0,benign,benign
0,6,7,684,1,0,benign,benign
0,6,7,151,0,1,malignant,malignant
0,6,7,355,1,0,benign,benign
0,6,7,7,1,0,benign,benign
0,6,7,18,0,1,malignant,malignant
0,6,7,673,1,0,benign,benign
0,6,7,309,0.9,0.1,benign,benign
0,6,7,356,0.306437,0.693563,malignant,malignant
0,6,7,275,0.998847,0.001153,benign,benign
0,6,7,532,1,0,benign,benign
0,6,7,149,0,1,malignant,malignant
0,6,7,137,1,0,benign,benign
0,6,7,335,1,0,benign,benign
0,6,7,316,0.3,0.7,malignant,malignant
0,6,7,690,1,0,benign,benign
0,6,7,676,1,0,benign,benign
0,6,7,46,0.2,0.8,malignant,malignant
0,6,7,244,1,0,benign,benign
0,6,7,222,1,0,benign,malignant
0,6,7,410,1,0,benign,benign
0,6,7,83,1,0,benign,benign
0,6,7,546,0.2,0.8,malignant,malignant
0,6,7,551,1,0,benign,benign
0,6,7,464,1,0,benign,benign
0,6,7,330,0,1,malignant,malignant
0,6,7,639,1,0,benign,benign
0,6,7,240,0.9,0.1,benign,benign
0,6,7,421,0,1,malignant,malignant
0,6,7,318,1,0,benign,benign
0,6,7,182,1,0,benign,benign
0,6,7,519,0,1,malignant,malignant
0,6,7,382,1,0,benign,benign
0,6,7,507,1,0,benign,benign
0,6,7,262,0,1,malignant,malignant
0,6,7,0,1,0,benign,benign
0,6,7,609,1,0,benign,benign
0,6,7,591,0,1,malignant,malignant
0,6,7,306,1,0,benign,benign
0,6,7,290,1,0,benign,benign
0,6,7,680,0,1,malignant,malignant
0,6,7,573,1,0,benign,benign
0,6,7,424,1,0,benign,benign
0,6,7,605,0,1,malignant,malignant
0,6,7,144,1,0,benign,benign
0,6,7,438,1,0,benign,benign
0,6,7,254,0.2,0.8,malignant,malignant
0,6,7,354,1,0,benign,benign
0,6,7,84,0,1,malignant,malignant
0,6,7,422,0.9,0.1,benign,benign
0,6,7,486,1,0,benign,benign
0,6,7,65,0.4,0.6,malignant,malignant
0,6,7,24,1,0,benign,benign
0,6,7,280,1,0,benign,benign
0,6,7,582,0,1,malignant,malignant
0,6,7,687,1,0,benign,benign
0,6,7,420,0.9,0.1,benign,benign
0,6,7,457,0,1,malignant,malignant
0,6,7,526,1,0,benign,benign
0,6,7,539,1,0,benign,benign
0,6,7,206,0,1,malignant,malignant
0,6,7,278,1,0,benign,benign
0,6,7,627,1,0,benign,benign
0,6,7,285,0,1,malignant,malignant
0,6,7,572,1,0,benign,benign
0,6,7,170,1,0,benign,benign
0,6,7,569,0,1,malignant,malignant
0,6,7,653,1,0,benign,benign
0,6,7,364,1,0,benign,benign
0,6,7,320,0,1,malignant,malignant
0,6,7,542,1,0,benign,benign
0,7,0,9,1,0,benign,benign
0,7,0,506,0,1,malignant,malignant
0,7,0,463,1,0,benign,benign
0,7,0,537,1,0,benign,benign
0,7,0,200,0,1,malignant,malignant
0,7,0,384,1,0,benign,benign
0,7,0,201,0,1,malignant,malignant
0,7,0,643,1,0,benign,benign
0,7,0,125,1,0,benign,benign
0,7,0,359,0,1,malignant,malignant
0,7,0,401,1,0,benign,benign
0,7,0,497,1,0,benign,benign
0,7,0,238,0,1,malignant,malignant
0,7,0,374,1,0,benign,benign
0,7,0,376,1,0,benign,benign
0,7,0,267,0.3,0.7,malignant,malignant
0,7,0,321,0.871701,0.128299,benign,benign
0,7,0,688,1,0,benign,benign
0,7,0,344,0,1,malignant,malignant
0,7,0,628,1,0,benign,benign
0,7,0,405,1,0,benign,benign
0,7,0,57,0.7,0.3,benign,malignant
0,7,0,533,1,0,benign,benign
0,7,0,199,1,0,benign,benign
0,7,0,106,0.1,0.9,malignant,malignant
0,7,0,375,1,0,benign,benign
0,7,0,607,1,0,benign,benign
0,7,0,25,0.2,0.8,malignant,malignant
0,7,0,630,0.9,0.1,benign,benign
0,7,0,462,1,0,benign,benign
0,7,0,456,0,1,malignant,malignant
0,7,0,258,1,0,benign,benign
0,7,0,461,0.7,0.3,benign,benign
0,7,0,142,0,1,malignant,malignant
0,7,0,325,0.9,0.1,benign,benign
0,7,0,339,0,1,malignant,malignant
0,7,0,301,1,0,benign,benign
0,7,0,589,1,0,benign,benign
0,7,0,340,0.1,0.9,malignant,malignant
0,7,0,265,0.9,0.1,benign,benign
0,7,0,47,1,0,benign,benign
0,7,0,273,0.3,0.7,malignant,malignant
0,7,0,114,0.6,0.4,benign,benign
0,7,0,110,0.7,0.3,benign,benign
0,7,0,44,0.4,0.6,malignant,malignant
0,7,0,97,1,0,benign,benign
0,7,0,4,1,0,benign,benign
0,7,0,357,0,1,malignant,malignant
0,7,0,139,0.954514,0.045486,benign,benign
0,7,0,91,1,0,benign,benign
0,7,0,308,0.1,0.9,malignant,malignant
0,7,0,450,1,0,benign,benign
0,7,0,274,1,0,benign,benign
0,7,0,123,0.1,0.9,malignant,malignant
0,7,0,11,1,0,benign,benign
0,7,0,505,0.9,0.1,benign,benign
0,7,0,633,0.1,0.9,malignant,malignant
0,7,0,369,1,0,benign,benign
0,7,0,510,1,0,benign,benign
0,7,0,658,0.1,0.9,malignant,malignant
0,7,0,94,1,0,benign,benign
0,7,0,19,1,0,benign,benign
0,7,0,53,0,1,malignant,malignant
0,7,0,678,1,0,benign,benign
0,7,0,581,0,1,malignant,malignant
0,7,0,161,1,0,benign,benign
0,7,0,660,1,0,benign,benign
0,7,0,292,0.330694,0.669306,malignant,malignant
0,7,0,331,1,0,benign,benign
0,7,0,576,1,0,benign,benign
0,7,1,9,1,0,benign,benign
0,7,1,506,0.1,0.9,malignant,malignant
0,7,1,463,1,0,benign,benign
0,7,1,537,1,0,benign,benign
0,7,1,200,0,1,malignant,malignant
0,7,1,384,1,0,benign,benign
0,7,1,201,0,1,malignant,malignant
0,7,1,643,1,0,benign,benign
0,7,1,125,1,0,benign,benign
0,7,1,359,0.1,0.9,malignant,malignant
0,7,1,401,1,0,benign,benign
0,7,1,497,1,0,benign,benign
0,7,1,238,0,1,malignant,malignant
0,7,1,374,1,0,benign,benign
0,7,1,376,1,0,benign,benign
0,7,1,267,0.3,0.7,malignant,malignant
0,7,1,321,0.905209,0.094791,benign,benign
0,7,1,688,1,0,benign,benign
0,7,1,344,0,1,malignant,malignant
0,7,1,628,1,0,benign,benign
0,7,1,405,1,0,benign,benign
0,7,1,57,0.8,0.2,benign,malignant
0,7,1,533,1,0,benign,benign
0,7,1,199,1,0,benign,benign
0,7,1,106,0.2,0.8,malignant,malignant
0,7,1,375,1,0,benign,benign
0,7,1,607,1,0,benign,benign
0,7,1,25,0.4,0.6,malignant,malignant
0,7,1,630,1,0,benign,benign
0,7,1,462,1,0,benign,benign
0,7,1,456,0,1,malignant,malignant
0,7,1,258,1,0,benign,benign
0,7,1,461,1,0,benign,benign
0,7,1,142,0.2,0.8,malignant,malignant
0,7,1,325,0.9,0.1,benign,benign
0,7,1,339,0.1,0.9,malignant,malignant
0,7,1,301,1,0,benign,benign
0,7,1,589,1,0,benign,benign
0,7,1,340,0,1,malignant,malignant
0,7,1,265,1,0,benign,benign
0,7,1,47,1,0,benign,benign
0,7,1,273,0.8,0.2,benign,malignant
0,7,1,114,1,0,benign,benign
0,7,1,110,0.9,0.1,benign,benign
0,7,1,44,0.2,0.8,malignant,malignant
0,7,1,97,1,0,benign,benign
0,7,1,4,1,0,benign,benign
0,7,1,357,0,1,malignant,malignant
0,7,1,139,0.905209,0.094791,benign,benign
0,7,1,91,1,0,benign,benign
0,7,1,308,0.1,0.9,malignant,malignant
0,7,1,450,1,0,benign,benign
0,7,1,274,1,0,benign,benign
0,7,1,123,0.4,0.6,malignant,malignant
0,7,1,11,1,0,benign,benign
0,7,1,505,1,0,benign,benign
0,7,1,633,0.4,0.6,malignant,malignant
0,7,1,369,1,0,benign,benign
0,7,1,510,1,0,benign,benign
0,7,1,658,0,1,malignant,malignant
0,7,1,94,1,0,benign,benign
0,7,1,19,1,0,benign,benign
0,7,1,53,0,1,malignant,malignant
0,7,1,678,1,0,benign,benign
0,7,1,581,0,1,malignant,malignant
0,7,1,161,1,0,benign,benign
0,7,1,660,1,0,benign,benign
0,7,1,292,0.167473,0.832527,malignant,malignant
0,7,1,331,1,0,benign,benign
0,7,1,576,1,0,benign,benign
0,7,2,9,1,0,benign,benign
0,7,2,506,0,1,malignant,malignant
0,7,2,463,1,0,benign,benign
0,7,2,537,1,0,benign,benign
0,7,2,200,0,1,malignant,malignant
0,7,2,384,1,0,benign,benign
0,7,2,201,0,1,malignant,malignant
0,7,2,643,1,0,benign,benign
0,7,2,125,1,0,benign,benign
0,7,2,359,0.1,0.9,malignant,malignant
0,7,2,401,1,0,benign,benign
0,7,2,497,1,0,benign,benign
0,7,2,238,0,1,malignant,malignant
0,7,2,374,1,0,benign,benign
0,7,2,376,1,0,benign,benign
0,7,2,267,0.5,0.5,benign,malignant
0,7,2,321,0.969903,0.030097,benign,benign
0,7,2,688,1,0,benign,benign
0,7,2,344,0,1,malignant,malignant
0,7,2,628,1,0,benign,benign
0,7,2,405,1,0,benign,benign
0,7,2,57,0.4,0.6,malignant,malignant
0,7,2,533,1,0,benign,benign
0,7,2,199,1,0,benign,benign
0,7,2,106,0.1,0.9,malignant,malignant
0,7,2,375,1,0,benign,benign
0,7,2,607,1,0,benign,benign
0,7,2,25,0.8,0.2,benign,malignant
0,7,2,630,0.9,0.1,benign,benign
0,7,2,462,1,0,benign,benign
0,7,2,456,0,1,malignant,malignant
0,7,2,258,1,0,benign,benign
0,7,2,461,1,0,benign,benign
0,7,2,142,0.1,0.9,malignant,malignant
0,7,2,325,1,0,benign,benign
0,7,2,339,0,1,malignant,malignant
0,7,2,301,1,0,benign,benign
0,7,2,589,1,0,benign,benign
0,7,2,340,0.1,0.9,malignant,malignant
0,7,2,265,1,0,benign,benign
0,7,2,47,1,0,benign,benign
0,7,2,273,0.4,0.6,malignant,malignant
0,7,2,114,1,0,benign,benign
0,7,2,110,0.8,0.2,benign,benign
0,7,2,44,0.1,0.9,malignant,malignant
0,7,2,97,1,0,benign,benign
0,7,2,4,1,0,benign,benign
0,7,2,357,0,1,malignant,malignant
0,7,2,139,0.99881,0.00119,benign,benign
0,7,2,91,1,0,benign,benign
0,7,2,308,0.1,0.9,malignant,malignant
0,7,2,450,1,0,benign,benign
0,7,2,274,1,0,benign,benign
0,7,2,123,0.3,0.7,malignant,malignant
0,7,2,11,1,0,benign,benign
0,7,2,505,1,0,benign,benign
0,7,2,633,0.1,0.9,malignant,malignant
0,7,2,369,1,0,benign,benign
0,7,2,510,1,0,benign,benign
0,7,2,658,0.1,0.9,malignant,malignant
0,7,2,94,1,0,benign,benign
0,7,2,19,1,0,benign,benign
0,7,2,53,0,1,malignant,malignant
0,7,2,678,1,0,benign,benign
0,7,2,581,0.1,0.9,malignant,malignant
0,7,2,161,1,0,benign,benign
0,7,2,660,1,0,benign,benign
0,7,2,292,0.071094,0.928906,malignant,malignant
0,7,2,331,0.9,0.1,benign,benign
0,7,2,576,1,0,benign,benign
0,7,3,9,1,0,benign,benign
0,7,3,506,0,1,malignant,malignant
0,7,3,463,1,0,benign,benign
0,7,3,537,1,0,benign,benign
0,7,3,200,0,1,malignant,malignant
0,7,3,384,1,0,benign,benign
0,7,3,201,0.1,0.9,malignant,malignant
0,7,3,643,1,0,benign,benign
0,7,3,125,1,0,benign,benign
0,7,3,359,0,1,malignant,malignant
0,7,3,401,1,0,benign,benign
0,7,3,497,1,0,benign,benign
0,7,3,238,0,1,malignant,malignant
0,7,3,374,1,0,benign,benign
0,7,3,376,1,0,benign,benign
0,7,3,267,0.2,0.8,malignant,malignant
0,7,3,321,1,0,benign,benign
0,7,3,688,1,0,benign,benign
0,7,3,344,0,1,malignant,malignant
0,7,3,628,1,0,benign,benign
0,7,3,405,1,0,benign,benign
0,7,3,57,0.7,0.3,benign,malignant
0,7,3,533,1,0,benign,benign
0,7,3,199,1,0,benign,benign
0,7,3,106,0.1,0.9,malignant,malignant
0,7,3,375,1,0,benign,benign
0,7,3,607,1,0,benign,benign
0,7,3,25,0.5,0.5,benign,malignant
0,7,3,630,1,0,benign,benign
0,7,3,462,1,0,benign,benign
0,7,3,456,0,1,malignant,malignant
0,7,3,258,1,0,benign,benign
0,7,3,461,1,0,benign,benign
0,7,3,142,0,1,malignant,malignant
0,7,3,325,1,0,benign,benign
0,7,3,339,0,1,malignant,malignant
0,7,3,301,1,0,benign,benign
0,7,3,589,1,0,benign,benign
0,7,3,340,0,1,malignant,malignant
0,7,3,265,1,0,benign,benign
0,7,3,47,1,0,benign,benign
0,7,3,273,0.3,0.7,malignant,malignant
0,7,3,114,0.9,0.1,benign,benign
0,7,3,110,0.6,0.4,benign,benign
0,7,3,44,0.1,0.9,malignant,malignant
0,7,3,97,1,0,benign,benign
0,7,3,4,1,0,benign,benign
0,7,3,357,0,1,malignant,malignant
0,7,3,139,1,0,benign,benign
0,7,3,91,1,0,benign,benign
0,7,3,308,0.1,0.9,malignant,malignant
0,7,3,450,1,0,benign,benign
0,7,3,274,1,0,benign,benign
0,7,3,123,0.1,0.9,malignant,malignant
0,7,3,11,1,0,benign,benign
0,7,3,505,1,0,benign,benign
0,7,3,633,0,1,malignant,malignant
0,7,3,369,1,0,benign,benign
0,7,3,510,1,0,benign,benign
0,7,3,658,0,1,malignant,malignant
0,7,3,94,1,0,benign,benign
0,7,3,19,1,0,benign,benign
0,7,3,53,0,1,malignant,malignant
0,7,3,678,1,0,benign,benign
0,7,3,581,0,1,malignant,malignant
0,7,3,161,1,0,benign,benign
0,7,3,660,1,0,benign,benign
0,7,3,292,0.198276,0.801724,malignant,malignant
0,7,3,331,1,0,benign,benign
0,7,3,576,1,0,benign,benign
0,7,4,9,1,0,benign,benign
0,7,4,506,0,1,malignant,malignant
0,7,4,463,1,0,benign,benign
0,7,4,537,1,0,benign,benign
0,7,4,200,0,1,malignant,malignant
0,7,4,384,1,0,benign,benign
0,7,4,201,0,1,malignant,malignant
0,7,4,643,1,0,benign,benign
0,7,4,125,1,0,benign,benign
0,7,4,359,0,1,malignant,malignant
0,7,4,401,1,0,benign,benign
0,7,4,497,1,0,benign,benign
0,7,4,238,0,1,malignant,malignant
0,7,4,374,1,0,benign,benign
0,7,4,376,1,0,benign,benign
0,7,4,267,0.2,0.8,malignant,malignant
0,7,4,321,1,0,benign,benign
0,7,4,688,1,0,benign,benign
0,7,4,344,0,1,malignant,malignant
0,7,4,628,1,0,benign,benign
0,7,4,405,1,0,benign,benign
0,7,4,57,0.2,0.8,malignant,malignant
0,7,4,533,1,0,benign,benign
0,7,4,199,1,0,benign,benign
0,7,4,106,0.3,0.7,malignant,malignant
0,7,4,375,1,0,benign,benign
0,7,4,607,1,0,benign,benign
0,7,4,25,0.6,0.4,benign,malignant
0,7,4,630,0.9,0.1,benign,benign
0,7,4,462,1,0,benign,benign
0,7,4,456,0,1,malignant,malignant
0,7,4,258,1,0,benign,benign
0,7,4,461,1,0,benign,benign
0,7,4,142,0,1,malignant,malignant
0,7,4,325,0.9,0.1,benign,benign
0,7,4,339,0,1,malignant,malignant
0,7,4,301,1,0,benign,benign
0,7,4,589,1,0,benign,benign
0,7,4,340,0,1,malignant,malignant
0,7,4,265,1,0,benign,benign
0,7,4,47,1,0,benign,benign
0,7,4,273,0.5,0.5,benign,malignant
0,7,4,114,1,0,benign,benign
0,7,4,110,0.7,0.3,benign,benign
0,7,4,44,0,1,malignant,malignant
0,7,4,97,1,0,benign,benign
0,7,4,4,1,0,benign,benign
0,7,4,357,0,1,malignant,malignant
0,7,4,139,1,0,benign,benign
0,7,4,91,1,0,benign,benign
0,7,4,308,0,1,malignant,malignant
0,7,4,450,1,0,benign,benign
0,7,4,274,1,0,benign,benign
0,7,4,123,0.2,0.8,malignant,malignant
0,7,4,11,1,0,benign,benign
0,7,4,505,1,0,benign,benign
0,7,4,633,0.1,0.9,malignant,malignant
0,7,4,369,1,0,benign,benign
0,7,4,510,1,0,benign,benign
0,7,4,658,0,1,malignant,malignant
0,7,4,94,1,0,benign,benign
0,7,4,19,1,0,benign,benign
0,7,4,53,0,1,malignant,malignant
0,7,4,678,1,0,benign,benign
0,7,4,581,0,1,malignant,malignant
0,7,4,161,1,0,benign,benign
0,7,4,660,1,0,benign,benign
0,7,4,292,0.1,0.9,malignant,malignant
0,7,4,331,0.9,0.1,benign,benign
0,7,4,576,1,0,benign,benign
0,7,5,9,1,0,benign,benign
0,7,5,506,0,1,malignant,malignant
0,7,5,463,1,0,benign,benign
0,7,5,537,1,0,benign,benign
0,7,5,200,0,1,malignant,malignant
0,7,5,384,1,0,benign,benign
0,7,5,201,0,1,malignant,malignant
0,7,5,643,1,0,benign,benign
0,7,5,125,1,0,benign,benign
0,7,5,359,0.1,0.9,malignant,malignant
0,7,5,401,1,0,benign,benign
0,7,5,497,1,0,benign,benign
0,7,5,238,0,1,malignant,malignant
0,7,5,374,1,0,benign,benign
0,7,5,376,1,0,benign,benign
0,7,5,267,0,1,malignant,malignant
0,7,5,321,1,0,benign,benign
0,7,5,688,1,0,benign,benign
0,7,5,344,0,1,malignant,malignant
0,7,5,628,1,0,benign,benign
0,7,5,405,1,0,benign,benign
0,7,5,57,0.4,0.6,malignant,malignant
0,7,5,533,1,0,benign,benign
0,7,5,199,1,0,benign,benign
0,7,5,106,0,1,malignant,malignant
0,7,5,375,1,0,benign,benign
0,7,5,607,1,0,benign,benign
0,7,5,25,0.8,0.2,benign,malignant
0,7,5,630,1,0,benign,benign
0,7,5,462,1,0,benign,benign
0,7,5,456,0,1,malignant,malignant
0,7,5,258,1,0,benign,benign
0,7,5,461,1,0,benign,benign
0,7,5,142,0,1,malignant,malignant
0,7,5,325,1,0,benign,benign
0,7,5,339,0.1,0.9,malignant,malignant
0,7,5,301,1,0,benign,benign
0,7,5,589,1,0,benign,benign
0,7,5,340,0.1,0.9,malignant,malignant
0,7,5,265,1,0,benign,benign
0,7,5,47,1,0,benign,benign
0,7,5,273,0.4,0.6,malignant,malignant
0,7,5,114,0.9,0.1,benign,benign
0,7,5,110,1,0,benign,benign
0,7,5,44,0,1,malignant,malignant
0,7,5,97,1,0,benign,benign
0,7,5,4,1,0,benign,benign
0,7,5,357,0,1,malignant,malignant
0,7,5,139,1,0,benign,benign
0,7,5,91,1,0,benign,benign
0,7,5,308,0,1,malignant,malignant
0,7,5,450,1,0,benign,benign
0,7,5,274,1,0,benign,benign
0,7,5,123,0.1,0.9,malignant,malignant
0,7,5,11,1,0,benign,benign
0,7,5,505,1,0,benign,benign
0,7,5,633,0,1,malignant,malignant
0,7,5,369,1,0,benign,benign
0,7,5,510,1,0,benign,benign
0,7,5,658,0,1,malignant,malignant
0,7,5,94,1,0,benign,benign
0,7,5,19,1,0,benign,benign
0,7,5,53,0,1,malignant,malignant
0,7,5,678,1,0,benign,benign
0,7,5,581,0.1,0.9,malignant,malignant
0,7,5,161,1,0,benign,benign
0,7,5,660,1,0,benign,benign
0,7,5,292,0,1,malignant,malignant
0,7,5,331,1,0,benign,benign
0,7,5,576,1,0,benign,benign
0,7,6,9,1,0,benign,benign
0,7,6,506,0,1,malignant,malignant
0,7,6,463,1,0,benign,benign
0,7,6,537,1,0,benign,benign
0,7,6,200,0,1,malignant,malignant
0,7,6,384,1,0,benign,benign
0,7,6,201,0,1,malignant,malignant
0,7,6,643,1,0,benign,benign
0,7,6,125,1,0,benign,benign
0,7,6,359,0.1,0.9,malignant,malignant
0,7,6,401,1,0,benign,benign
0,7,6,497,1,0,benign,benign
0,7,6,238,0,1,malignant,malignant
0,7,6,374,1,0,benign,benign
0,7,6,376,1,0,benign,benign
0,7,6,267,0,1,malignant,malignant
0,7,6,321,1,0,benign,benign
0,7,6,688,1,0,benign,benign
0,7,6,344,0,1,malignant,malignant
0,7,6,628,1,0,benign,benign
0,7,6,405,1,0,benign,benign
0,7,6,57,0.3,0.7,malignant,malignant
0,7,6,533,1,0,benign,benign
0,7,6,199,1,0,benign,benign
0,7,6,106,0,1,malignant,malignant
0,7,6,375,1,0,benign,benign
0,7,6,607,1,0,benign,benign
0,7,6,25,0.4,0.6,malignant,malignant
0,7,6,630,1,0,benign,benign
0,7,6,462,1,0,benign,benign
0,7,6,456,0,1,malignant,malignant
0,7,6,258,1,0,benign,benign
0,7,6,461,1,0,benign,benign
0,7,6,142,0,1,malignant,malignant
0,7,6,325,1,0,benign,benign
0,7,6,339,0.1,0.9,malignant,malignant
0,7,6,301,1,0,benign,benign
0,7,6,589,1,0,benign,benign
0,7,6,340,0.4,0.6,malignant,malignant
0,7,6,265,0.9,0.1,benign,benign
0,7,6,47,1,0,benign,benign
0,7,6,273,0.5,0.5,benign,malignant
0,7,6,114,0.9,0.1,benign,benign
0,7,6,110,1,0,benign,benign
0,7,6,44,0,1,malignant,malignant
0,7,6,97,1,0,benign,benign
0,7,6,4,1,0,benign,benign
0,7,6,357,0,1,malignant,malignant
0,7,6,139,0.990994,0.009006,benign,benign
0,7,6,91,1,0,benign,benign
0,7,6,308,0,1,malignant,malignant
0,7,6,450,1,0,benign,benign
0,7,6,274,1,0,benign,benign
0,7,6,123,0.1,0.9,malignant,malignant
0,7,6,11,1,0,benign,benign
0,7,6,505,1,0,benign,benign
0,7,6,633,0,1,malignant,malignant
0,7,6,369,1,0,benign,benign
0,7,6,510,1,0,benign,benign
0,7,6,658,0,1,malignant,malignant
0,7,6,94,1,0,benign,benign
0,7,6,19,1,0,benign,benign
0,7,6,53,0,1,malignant,malignant
0,7,6,678,1,0,benign,benign
0,7,6,581,0,1,malignant,malignant
0,7,6,161,1,0,benign,benign
0,7,6,660,1,0,benign,benign
0,7,6,292,0,1,malignant,malignant
0,7,6,331,1,0,benign,benign
0,7,6,576,1,0,benign,benign
0,7,7,9,1,0,benign,benign
0,7,7,506,0,1,malignant,malignant
0,7,7,463,1,0,benign,benign
0,7,7,537,1,0,benign,benign
0,7,7,200,0,1,malignant,malignant
0,7,7,384,1,0,benign,benign
0,7,7,201,0,1,malignant,malignant
0,7,7,643,1,0,benign,benign
0,7,7,125,1,0,benign,benign
0,7,7,359,0.1,0.9,malignant,malignant
0,7,7,401,1,0,benign,benign
0,7,7,497,1,0,benign,benign
0,7,7,238,0.1,0.9,malignant,malignant
0,7,7,374,1,0,benign,benign
0,7,7,376,1,0,benign,benign
0,7,7,267,0.1,0.9,malignant,malignant
0,7,7,321,1,0,benign,benign
0,7,7,688,1,0,benign,benign
0,7,7,344,0.1,0.9,malignant,malignant
0,7,7,628,1,0,benign,benign
0,7,7,405,1,0,benign,benign
0,7,7,57,0.5,0.5,benign,malignant
0,7,7,533,1,0,benign,benign
0,7,7,199,1,0,benign,benign
0,7,7,106,0,1,malignant,malignant
0,7,7,375,1,0,benign,benign
0,7,7,607,1,0,benign,benign
0,7,7,25,0.2,0.8,malignant,malignant
0,7,7,630,1,0,benign,benign
0,7,7,462,1,0,benign,benign
0,7,7,456,0,1,malignant,malignant
0,7,7,258,1,0,benign,benign
0,7,7,461,1,0,benign,benign
0,7,7,142,0,1,malignant,malignant
0,7,7,325,1,0,benign,benign
0,7,7,339,0,1,malignant,malignant
0,7,7,301,1,0,benign,benign
0,7,7,589,1,0,benign,benign
0,7,7,340,0,1,malignant,malignant
0,7,7,265,1,0,benign,benign
0,7,7,47,1,0,benign,benign
0,7,7,273,0.5,0.5,benign,malignant
0,7,7,114,0.706834,0.293166,benign,benign
0,7,7,110,1,0,benign,benign
0,7,7,44,0,1,malignant,malignant
0,7,7,97,1,0,benign,benign
0,7,7,4,1,0,benign,benign
0,7,7,357,0,1,malignant,malignant
0,7,7,139,1,0,benign,benign
0,7,7,91,1,0,benign,benign
0,7,7,308,0,1,malignant,malignant
0,7,7,450,0.9,0.1,benign,benign
0,7,7,274,1,0,benign,benign
0,7,7,123,0,1,malignant,malignant
0,7,7,11,1,0,benign,benign
0,7,7,505,1,0,benign,benign
0,7,7,633,0,1,malignant,malignant
0,7,7,369,1,0,benign,benign
0,7,7,510,1,0,benign,benign
0,7,7,658,0,1,malignant,malignant
0,7,7,94,1,0,benign,benign
0,7,7,19,1,0,benign,benign
0,7,7,53,0.1,0.9,malignant,malignant
0,7,7,678,1,0,benign,benign
0,7,7,581,0,1,malignant,malignant
0,7,7,161,1,0,benign,benign
0,7,7,660,1,0,benign,benign
0,7,7,292,0.2,0.8,malignant,malignant
0,7,7,331,1,0,benign,benign
0,7,7,576,1,0,benign,benign
0,8,0,175,0,1,malignant,malignant
0,8,0,652,1,0,benign,benign
0,8,0,661,1,0,benign,benign
0,8,0,111,0.1,0.9,malignant,malignant
0,8,0,509,1,0,benign,benign
0,8,0,77,0.9,0.1,benign,benign
0,8,0,317,0,1,malignant,malignant
0,8,0,217,1,0,benign,benign
0,8,0,622,1,0,benign,benign
0,8,0,67,0.2,0.8,malignant,malignant
0,8,0,291,1,0,benign,benign
0,8,0,667,1,0,benign,benign
0,8,0,592,0.1,0.9,malignant,malignant
0,8,0,96,1,0,benign,benign
0,8,0,243,0.9,0.1,benign,benign
0,8,0,50,0.4,0.6,malignant,malignant
0,8,0,417,1,0,benign,benign
0,8,0,216,1,0,benign,benign
0,8,0,113,0,1,malignant,malignant
0,8,0,193,1,0,benign,benign
0,8,0,27,1,0,benign,benign
0,8,0,186,0.3,0.7,malignant,malignant
0,8,0,362,0.7,0.3,benign,benign
0,8,0,522,0,1,malignant,malignant
0,8,0,171,1,0,benign,benign
0,8,0,664,1,0,benign,benign
0,8,0,218,0,1,malignant,malignant
0,8,0,402,0.8,0.2,benign,benign
0,8,0,241,1,0,benign,benign
0,8,0,604,0.1,0.9,malignant,malignant
0,8,0,474,1,0,benign,benign
0,8,0,650,0.7,0.3,benign,benign
0,8,0,681,0,1,malignant,malignant
0,8,0,683,1,0,benign,benign
0,8,0,444,0.9,0.1,benign,benign
0,8,0,479,0,1,malignant,malignant
0,8,0,256,1,0,benign,benign
0,8,0,475,1,0,benign,benign
0,8,0,427,0.6,0.4,benign,malignant
0,8,0,629,1,0,benign,benign
0,8,0,150,1,0,benign,benign
0,8,0,328,0.2,0.8,malignant,malignant
0,8,0,484,1,0,benign,benign
0,8,0,303,1,0,benign,benign
0,8,0,361,0.1,0.9,malignant,malignant
0,8,0,663,1,0,benign,benign
0,8,0,480,1,0,benign,benign
0,8,0,101,0.3,0.7,malignant,malignant
0,8,0,490,1,0,benign,benign
0,8,0,134,1,0,benign,benign
0,8,0,293,0,1,malignant,malignant
0,8,0,277,1,0,benign,benign
0,8,0,231,0,1,malignant,malignant
0,8,0,476,1,0,benign,benign
0,8,0,93,1,0,benign,benign
0,8,0,41,0.3,0.7,malignant,malignant
0,8,0,443,1,0,benign,benign
0,8,0,204,1,0,benign,benign
0,8,0,43,0.6,0.4,benign,malignant
0,8,0,232,0.5,0.5,benign,benign
0,8,0,108,0.9,0.1,benign,benign
0,8,0,229,0,1,malignant,malignant
0,8,0,70,1,0,benign,benign
0,8,0,145,0.873869,0.126131,benign,benign
0,8,0,455,0.4,0.6,malignant,malignant
0,8,0,413,1,0,benign,benign
0,8,0,138,1,0,benign,benign
0,8,0,39,0.3,0.7,malignant,malignant
0,8,0,686,1,0,benign,benign
0,8,0,380,1,0,benign,benign
0,8,1,175,0,1,malignant,malignant
0,8,1,652,1,0,benign,benign
0,8,1,661,1,0,benign,benign
0,8,1,111,0.2,0.8,malignant,malignant
0,8,1,509,1,0,benign,benign
0,8,1,77,1,0,benign,benign
0,8,1,317,0,1,malignant,malignant
0,8,1,217,1,0,benign,benign
0,8,1,622,1,0,benign,benign
0,8,1,67,0.3,0.7,malignant,malignant
0,8,1,291,1,0,benign,benign
0,8,1,667,1,0,benign,benign
0,8,1,592,0.2,0.8,malignant,malignant
0,8,1,96,1,0,benign,benign
0,8,1,243,0.9,0.1,benign,benign
0,8,1,50,0.7,0.3,benign,malignant
0,8,1,417,1,0,benign,benign
0,8,1,216,1,0,benign,benign
0,8,1,113,0,1,malignant,malignant
0,8,1,193,1,0,benign,benign
0,8,1,27,1,0,benign,benign
0,8,1,186,0,1,malignant,malignant
0,8,1,362,1,0,benign,benign
0,8,1,522,0.2,0.8,malignant,malignant
0,8,1,171,1,0,benign,benign
0,8,1,664,1,0,benign,benign
0,8,1,218,0,1,malignant,malignant
0,8,1,402,1,0,benign,benign
0,8,1,241,1,0,benign,benign
0,8,1,604,0.2,0.8,malignant,malignant
0,8,1,474,1,0,benign,benign
0,8,1,650,1,0,benign,benign
0,8,1,681,0,1,malignant,malignant
0,8,1,683,1,0,benign,benign
0,8,1,444,1,0,benign,benign
0,8,1,479,0,1,malignant,malignant
0,8,1,256,1,0,benign,benign
0,8,1,475,1,0,benign,benign
0,8,1,427,0.3,0.7,malignant,malignant
0,8,1,629,1,0,benign,benign
0,8,1,150,1,0,benign,benign
0,8,1,328,0.4,0.6,malignant,malignant
0,8,1,484,1,0,benign,benign
0,8,1,303,1,0,benign,benign
0,8,1,361,0,1,malignant,malignant
0,8,1,663,1,0,benign,benign
0,8,1,480,1,0,benign,benign
0,8,1,101,0.6,0.4,benign,malignant
0,8,1,490,1,0,benign,benign
0,8,1,134,1,0,benign,benign
0,8,1,293,0.1,0.9,malignant,malignant
0,8,1,277,1,0,benign,benign
0,8,1,231,0,1,malignant,malignant
0,8,1,476,1,0,benign,benign
0,8,1,93,1,0,benign,benign
0,8,1,41,0.6,0.4,benign,malignant
0,8,1,443,1,0,benign,benign
0,8,1,204,1,0,benign,benign
0,8,1,43,0.6,0.4,benign,malignant
0,8,1,232,0.4,0.6,malignant,benign
0,8,1,108,1,0,benign,benign
0,8,1,229,0,1,malignant,malignant
0,8,1,70,1,0,benign,benign
0,8,1,145,0.845209,0.154791,benign,benign
0,8,1,455,0.8,0.2,benign,malignant
0,8,1,413,1,0,benign,benign
0,8,1,138,1,0,benign,benign
0,8,1,39,0.2,0.8,malignant,malignant
0,8,1,686,1,0,benign,benign
0,8,1,380,1,0,benign,benign
0,8,2,175,0,1,malignant,malignant
0,8,2,652,1,0,benign,benign
0,8,2,661,1,0,benign,benign
0,8,2,111,0.2,0.8,malignant,malignant
0,8,2,509,1,0,benign,benign
0,8,2,77,1,0,benign,benign
0,8,2,317,0,1,malignant,malignant
0,8,2,217,1,0,benign,benign
0,8,2,622,0.8,0.2,benign,benign
0,8,2,67,0.4,0.6,malignant,malignant
0,8,2,291,1,0,benign,benign
0,8,2,667,1,0,benign,benign
0,8,2,592,0.1,0.9,malignant,malignant
0,8,2,96,1,0,benign,benign
0,8,2,243,0.9,0.1,benign,benign
0,8,2,50,0.2,0.8,malignant,malignant
0,8,2,417,1,0,benign,benign
0,8,2,216,1,0,benign,benign
0,8,2,113,0,1,malignant,malignant
0,8,2,193,1,0,benign,benign
0,8,2,27,1,0,benign,benign
0,8,2,186,0.2,0.8,malignant,malignant
0,8,2,362,1,0,benign,benign
0,8,2,522,0.1,0.9,malignant,malignant
0,8,2,171,1,0,benign,benign
0,8,2,664,1,0,benign,benign
0,8,2,218,0,1,malignant,malignant
0,8,2,402,1,0,benign,benign
0,8,2,241,1,0,benign,benign
0,8,2,604,0.2,0.8,malignant,malignant
0,8,2,474,1,0,benign,benign
0,8,2,650,1,0,benign,benign
0,8,2,681,0,1,malignant,malignant
0,8,2,683,1,0,benign,benign
0,8,2,444,1,0,benign,benign
0,8,2,479,0,1,malignant,malignant
0,8,2,256,1,0,benign,benign
0,8,2,475,1,0,benign,benign
0,8,2,427,0.1,0.9,malignant,malignant
0,8,2,629,1,0,benign,benign
0,8,2,150,1,0,benign,benign
0,8,2,328,0.1,0.9,malignant,malignant
0,8,2,484,1,0,benign,benign
0,8,2,303,1,0,benign,benign
0,8,2,361,0.1,0.9,malignant,malignant
0,8,2,663,1,0,benign,benign
0,8,2,480,1,0,benign,benign
0,8,2,101,0.8,0.2,benign,malignant
0,8,2,490,1,0,benign,benign
0,8,2,134,1,0,benign,benign
0,8,2,293,0.2,0.8,malignant,malignant
0,8,2,277,1,0,benign,benign
0,8,2,231,0.1,0.9,malignant,malignant
0,8,2,476,1,0,benign,benign
0,8,2,93,1,0,benign,benign
0,8,2,41,0.4,0.6,malignant,malignant
0,8,2,443,1,0,benign,benign
0,8,2,204,1,0,benign,benign
0,8,2,43,0.5,0.5,benign,malignant
0,8,2,232,0.1,0.9,malignant,benign
0,8,2,108,1,0,benign,benign
0,8,2,229,0,1,malignant,malignant
0,8,2,70,1,0,benign,benign
0,8,2,145,0.99881,0.00119,benign,benign
0,8,2,455,0.4,0.6,malignant,malignant
0,8,2,413,1,0,benign,benign
0,8,2,138,1,0,benign,benign
0,8,2,39,0.3,0.7,malignant,malignant
0,8,2,686,1,0,benign,benign
0,8,2,380,1,0,benign,benign
0,8,3,175,0,1,malignant,malignant
0,8,3,652,1,0,benign,benign
0,8,3,661,1,0,benign,benign
0,8,3,111,0.4,0.6,malignant,malignant
0,8,3,509,1,0,benign,benign
0,8,3,77,1,0,benign,benign
0,8,3,317,0,1,malignant,malignant
0,8,3,217,1,0,benign,benign
0,8,3,622,0.9,0.1,benign,benign
0,8,3,67,0.2,0.8,malignant,malignant
0,8,3,291,1,0,benign,benign
0,8,3,667,1,0,benign,benign
0,8,3,592,0.2,0.8,malignant,malignant
0,8,3,96,1,0,benign,benign
0,8,3,243,0.6,0.4,benign,benign
0,8,3,50,0.5,0.5,benign,malignant
0,8,3,417,1,0,benign,benign
0,8,3,216,1,0,benign,benign
0,8,3,113,0.2,0.8,malignant,malignant
0,8,3,193,1,0,benign,benign
0,8,3,27,1,0,benign,benign
0,8,3,186,0,1,malignant,malignant
0,8,3,362,0.9,0.1,benign,benign
0,8,3,522,0,1,malignant,malignant
0,8,3,171,1,0,benign,benign
0,8,3,664,1,0,benign,benign
0,8,3,218,0.1,0.9,malignant,malignant
0,8,3,402,1,0,benign,benign
0,8,3,241,1,0,benign,benign
0,8,3,604,0.1,0.9,malignant,malignant
0,8,3,474,1,0,benign,benign
0,8,3,650,1,0,benign,benign
0,8,3,681,0,1,malignant,malignant
0,8,3,683,1,0,benign,benign
0,8,3,444,1,0,benign,benign
0,8,3,479,0,1,malignant,malignant
0,8,3,256,1,0,benign,benign
0,8,3,475,1,0,benign,benign
0,8,3,427,0.4,0.6,malignant,malignant
0,8,3,629,1,0,benign,benign
0,8,3,150,1,0,benign,benign
0,8,3,328,0,1,malignant,malignant
0,8,3,484,1,0,benign,benign
0,8,3,303,1,0,benign,benign
0,8,3,361,0.1,0.9,malignant,malignant
0,8,3,663,1,0,benign,benign
0,8,3,480,1,0,benign,benign
0,8,3,101,0.4,0.6,malignant,malignant
0,8,3,490,1,0,benign,benign
0,8,3,134,1,0,benign,benign
0,8,3,293,0,1,malignant,malignant
0,8,3,277,1,0,benign,benign
0,8,3,231,0,1,malignant,malignant
0,8,3,476,1,0,benign,benign
0,8,3,93,1,0,benign,benign
0,8,3,41,0.2,0.8,malignant,malignant
0,8,3,443,1,0,benign,benign
0,8,3,204,1,0,benign,benign
0,8,3,43,0.6,0.4,benign,malignant
0,8,3,232,0.4,0.6,malignant,benign
0,8,3,108,1,0,benign,benign
0,8,3,229,0,1,malignant,malignant
0,8,3,70,1,0,benign,benign
0,8,3,145,0.960674,0.039326,benign,benign
0,8,3,455,0.6,0.4,benign,malignant
0,8,3,413,1,0,benign,benign
0,8,3,138,1,0,benign,benign
0,8,3,39,0,1,malignant,malignant
0,8,3,686,1,0,benign,benign
0,8,3,380,1,0,benign,benign
0,8,4,175,0,1,malignant,malignant
0,8,4,652,1,0,benign,benign
0,8,4,661,1,0,benign,benign
0,8,4,111,0.1,0.9,malignant,malignant
0,8,4,509,1,0,benign,benign
0,8,4,77,1,0,benign,benign
0,8,4,317,0,1,malignant,malignant
0,8,4,217,1,0,benign,benign
0,8,4,622,0.8,0.2,benign,benign
0,8,4,67,0.2,0.8,malignant,malignant
0,8,4,291,1,0,benign,benign
0,8,4,667,1,0,benign,benign
0,8,4,592,0.1,0.9,malignant,malignant
0,8,4,96,1,0,benign,benign
0,8,4,243,1,0,benign,benign
0,8,4,50,0.3,0.7,malignant,malignant
0,8,4,417,1,0,benign,benign
0,8,4,216,1,0,benign,benign
0,8,4,113,0.1,0.9,malignant,malignant
0,8,4,193,1,0,benign,benign
0,8,4,27,1,0,benign,benign
0,8,4,186,0,1,malignant,malignant
0,8,4,362,0.9,0.1,benign,benign
0,8,4,522,0,1,malignant,malignant
0,8,4,171,1,0,benign,benign
0,8,4,664,1,0,benign,benign
0,8,4,218,0.1,0.9,malignant,malignant
0,8,4,402,0.9,0.1,benign,benign
0,8,4,241,1,0,benign,benign
0,8,4,604,0.3,0.7,malignant,malignant
0,8,4,474,1,0,benign,benign
0,8,4,650,1,0,benign,benign
0,8,4,681,0,1,malignant,malignant
0,8,4,683,1,0,benign,benign
0,8,4,444,1,0,benign,benign
0,8,4,479,0,1,malignant,malignant
0,8,4,256,1,0,benign,benign
0,8,4,475,1,0,benign,benign
0,8,4,427,0.1,0.9,malignant,malignant
0,8,4,629,1,0,benign,benign
0,8,4,150,1,0,benign,benign
0,8,4,328,0.1,0.9,malignant,malignant
0,8,4,484,1,0,benign,benign
0,8,4,303,1,0,benign,benign
0,8,4,361,0,1,malignant,malignant
0,8,4,663,1,0,benign,benign
0,8,4,480,1,0,benign,benign
0,8,4,101,0.5,0.5,benign,malignant
0,8,4,490,1,0,benign,benign
0,8,4,134,1,0,benign,benign
0,8,4,293,0,1,malignant,malignant
0,8,4,277,1,0,benign,benign
0,8,4,231,0,1,malignant,malignant
0,8,4,476,1,0,benign,benign
0,8,4,93,1,0,benign,benign
0,8,4,41,0,1,malignant,malignant
0,8,4,443,1,0,benign,benign
0,8,4,204,1,0,benign,benign
0,8,4,43,0.6,0.4,benign,malignant
0,8,4,232,0.1,0.9,malignant,benign
0,8,4,108,1,0,benign,benign
0,8,4,229,0,1,malignant,malignant
0,8,4,70,1,0,benign,benign
0,8,4,145,0.969958,0.030042,benign,benign
0,8,4,455,0.6,0.4,benign,malignant
0,8,4,413,1,0,benign,benign
0,8,4,138,1,0,benign,benign
0,8,4,39,0.2,0.8,malignant,malignant
0,8,4,686,1,0,benign,benign
0,8,4,380,1,0,benign,benign
0,8,5,175,0,1,malignant,malignant
0,8,5,652,1,0,benign,benign
0,8,5,661,1,0,benign,benign
0,8,5,111,0,1,malignant,malignant
0,8,5,509,1,0,benign,benign
0,8,5,77,1,0,benign,benign
0,8,5,317,0,1,malignant,malignant
0,8,5,217,1,0,benign,benign
0,8,5,622,0.9,0.1,benign,benign
0,8,5,67,0.1,0.9,malignant,malignant
0,8,5,291,1,0,benign,benign
0,8,5,667,1,0,benign,benign
0,8,5,592,0,1,malignant,malignant
0,8,5,96,1,0,benign,benign
0,8,5,243,0.8,0.2,benign,benign
0,8,5,50,0.1,0.9,malignant,malignant
0,8,5,417,1,0,benign,benign
0,8,5,216,1,0,benign,benign
0,8,5,113,0,1,malignant,malignant
0,8,5,193,1,0,benign,benign
0,8,5,27,1,0,benign,benign
0,8,5,186,0,1,malignant,malignant
0,8,5,362,0.9,0.1,benign,benign
0,8,5,522,0,1,malignant,malignant
0,8,5,171,1,0,benign,benign
0,8,5,664,1,0,benign,benign
0,8,5,218,0,1,malignant,malignant
0,8,5,402,1,0,benign,benign
0,8,5,241,1,0,benign,benign
0,8,5,604,0.1,0.9,malignant,malignant
0,8,5,474,1,0,benign,benign
0,8,5,650,1,0,benign,benign
0,8,5,681,0,1,malignant,malignant
0,8,5,683,1,0,benign,benign
0,8,5,444,0.9,0.1,benign,benign
0,8,5,479,0,1,malignant,malignant
0,8,5,256,1,0,benign,benign
0,8,5,475,1,0,benign,benign
0,8,5,427,0,1,malignant,malignant
0,8,5,629,1,0,benign,benign
0,8,5,150,1,0,benign,benign
0,8,5,328,0.1,0.9,malignant,malignant
0,8,5,484,1,0,benign,benign
0,8,5,303,1,0,benign,benign
0,8,5,361,0,1,malignant,malignant
0,8,5,663,1,0,benign,benign
0,8,5,480,1,0,benign,benign
0,8,5,101,0.7,0.3,benign,malignant
0,8,5,490,1,0,benign,benign
0,8,5,134,1,0,benign,benign
0,8,5,293,0.2,0.8,malignant,malignant
0,8,5,277,1,0,benign,benign
0,8,5,231,0,1,malignant,malignant
0,8,5,476,1,0,benign,benign
0,8,5,93,1,0,benign,benign
0,8,5,41,0,1,malignant,malignant
0,8,5,443,1,0,benign,benign
0,8,5,204,1,0,benign,benign
0,8,5,43,0.4,0.6,malignant,malignant
0,8,5,232,0.1,0.9,malignant,benign
0,8,5,108,1,0,benign,benign
0,8,5,229,0,1,malignant,malignant
0,8,5,70,1,0,benign,benign
0,8,5,145,1,0,benign,benign
0,8,5,455,0.6,0.4,benign,malignant
0,8,5,413,1,0,benign,benign
0,8,5,138,1,0,benign,benign
0,8,5,39,0.1,0.9,malignant,malignant
0,8,5,686,1,0,benign,benign
0,8,5,380,1,0,benign,benign
0,8,6,175,0,1,malignant,malignant
0,8,6,652,1,0,benign,benign
0,8,6,661,1,0,benign,benign
0,8,6,111,0,1,malignant,malignant
0,8,6,509,1,0,benign,benign
0,8,6,77,1,0,benign,benign
0,8,6,317,0,1,malignant,malignant
0,8,6,217,1,0,benign,benign
0,8,6,622,0.7,0.3,benign,benign
0,8,6,67,0.5,0.5,benign,malignant
0,8,6,291,1,0,benign,benign
0,8,6,667,1,0,benign,benign
0,8,6,592,0.2,0.8,malignant,malignant
0,8,6,96,1,0,benign,benign
0,8,6,243,1,0,benign,benign
0,8,6,50,0.2,0.8,malignant,malignant
0,8,6,417,1,0,benign,benign
0,8,6,216,1,0,benign,benign
0,8,6,113,0,1,malignant,malignant
0,8,6,193,1,0,benign,benign
0,8,6,27,1,0,benign,benign
0,8,6,186,0.1,0.9,malignant,malignant
0,8,6,362,1,0,benign,benign
0,8,6,522,0.2,0.8,malignant,malignant
0,8,6,171,1,0,benign,benign
0,8,6,664,1,0,benign,benign
0,8,6,218,0,1,malignant,malignant
0,8,6,402,1,0,benign,benign
0,8,6,241,1,0,benign,benign
0,8,6,604,0.3,0.7,malignant,malignant
0,8,6,474,1,0,benign,benign
0,8,6,650,1,0,benign,benign
0,8,6,681,0,1,malignant,malignant
0,8,6,683,1,0,benign,benign
0,8,6,444,1,0,benign,benign
0,8,6,479,0,1,malignant,malignant
0,8,6,256,1,0,benign,benign
0,8,6,475,1,0,benign,benign
0,8,6,427,0.1,0.9,malignant,malignant
0,8,6,629,1,0,benign,benign
0,8,6,150,1,0,benign,benign
0,8,6,328,0.4,0.6,malignant,malignant
0,8,6,484,1,0,benign,benign
0,8,6,303,1,0,benign,benign
0,8,6,361,0,1,malignant,malignant
0,8,6,663,1,0,benign,benign
0,8,6,480,1,0,benign,benign
0,8,6,101,0.8,0.2,benign,malignant
0,8,6,490,1,0,benign,benign
0,8,6,134,1,0,benign,benign
0,8,6,293,0.3,0.7,malignant,malignant
0,8,6,277,1,0,benign,benign
0,8,6,231,0,1,malignant,malignant
0,8,6,476,1,0,benign,benign
0,8,6,93,1,0,benign,benign
0,8,6,41,0.1,0.9,malignant,malignant
0,8,6,443,1,0,benign,benign
0,8,6,204,1,0,benign,benign
0,8,6,43,0.4,0.6,malignant,malignant
0,8,6,232,0.1,0.9,malignant,benign
0,8,6,108,1,0,benign,benign
0,8,6,229,0,1,malignant,malignant
0,8,6,70,1,0,benign,benign
0,8,6,145,1,0,benign,benign
0,8,6,455,0.5,0.5,benign,malignant
0,8,6,413,1,0,benign,benign
0,8,6,138,1,0,benign,benign
0,8,6,39,0.3,0.7,malignant,malignant
0,8,6,686,1,0,benign,benign
0,8,6,380,1,0,benign,benign
0,8,7,175,0.1,0.9,malignant,malignant
0,8,7,652,1,0,benign,benign
0,8,7,661,1,0,benign,benign
0,8,7,111,0,1,malignant,malignant
0,8,7,509,1,0,benign,benign
0,8,7,77,1,0,benign,benign
0,8,7,317,0.1,0.9,malignant,malignant
0,8,7,217,1,0,benign,benign
0,8,7,622,1,0,benign,benign
0,8,7,67,0.3,0.7,malignant,malignant
0,8,7,291,1,0,benign,benign
0,8,7,667,1,0,benign,benign
0,8,7,592,0.1,0.9,malignant,malignant
0,8,7,96,1,0,benign,benign
0,8,7,243,0.9,0.1,benign,benign
0,8,7,50,0.1,0.9,malignant,malignant
0,8,7,417,1,0,benign,benign
0,8,7,216,1,0,benign,benign
0,8,7,113,0,1,malignant,malignant
0,8,7,193,1,0,benign,benign
0,8,7,27,1,0,benign,benign
0,8,7,186,0.1,0.9,malignant,malignant
0,8,7,362,1,0,benign,benign
0,8,7,522,0,1,malignant,malignant
0,8,7,171,1,0,benign,benign
0,8,7,664,1,0,benign,benign
0,8,7,218,0.1,0.9,malignant,malignant
0,8,7,402,1,0,benign,benign
0,8,7,241,1,0,benign,benign
0,8,7,604,0.3,0.7,malignant,malignant
0,8,7,474,1,0,benign,benign
0,8,7,650,1,0,benign,benign
0,8,7,681,0,1,malignant,malignant
0,8,7,683,1,0,benign,benign
0,8,7,444,0.9,0.1,benign,benign
0,8,7,479,0,1,malignant,malignant
0,8,7,256,1,0,benign,benign
0,8,7,475,1,0,benign,benign
0,8,7,427,0,1,malignant,malignant
0,8,7,629,1,0,benign,benign
0,8,7,150,1,0,benign,benign
0,8,7,328,0.1,0.9,malignant,malignant
0,8,7,484,1,0,benign,benign
0,8,7,303,1,0,benign,benign
0,8,7,361,0.2,0.8,malignant,malignant
0,8,7,663,1,0,benign,benign
0,8,7,480,1,0,benign,benign
0,8,7,101,0.6,0.4,benign,malignant
0,8,7,490,1,0,benign,benign
0,8,7,134,1,0,benign,benign
0,8,7,293,0.1,0.9,malignant,malignant
0,8,7,277,1,0,benign,benign
0,8,7,231,0.3,0.7,malignant,malignant
0,8,7,476,1,0,benign,benign
0,8,7,93,1,0,benign,benign
0,8,7,41,0.1,0.9,malignant,malignant
0,8,7,443,1,0,benign,benign
0,8,7,204,1,0,benign,benign
0,8,7,43,0.6,0.4,benign,malignant
0,8,7,232,0.07957,0.92043,malignant,benign
0,8,7,108,1,0,benign,benign
0,8,7,229,0,1,malignant,malignant
0,8,7,70,1,0,benign,benign
0,8,7,145,1,0,benign,benign
0,8,7,455,0.3,0.7,malignant,malignant
0,8,7,413,1,0,benign,benign
0,8,7,138,1,0,benign,benign
0,8,7,39,0.3,0.7,malignant,malignant
0,8,7,686,1,0,benign,benign
0,8,7,380,1,0,benign,benign
0,9,0,51,0.1,0.9,malignant,malignant
0,9,0,116,0.8,0.2,benign,benign
0,9,0,557,1,0,benign,benign
0,9,0,323,0.2,0.8,malignant,malignant
0,9,0,418,1,0,benign,benign
0,9,0,192,1,0,benign,benign
0,9,0,491,0.1,0.9,malignant,malignant
0,9,0,477,1,0,benign,benign
0,9,0,133,1,0,benign,benign
0,9,0,36,0.4,0.6,malignant,malignant
0,9,0,33,1,0,benign,benign
0,9,0,85,0.3,0.7,malignant,malignant
0,9,0,562,1,0,benign,benign
0,9,0,307,1,0,benign,benign
0,9,0,612,0,1,malignant,malignant
0,9,0,208,1,0,benign,benign
0,9,0,513,1,0,benign,benign
0,9,0,223,0,1,malignant,malignant
0,9,0,370,0.9,0.1,benign,benign
0,9,0,411,0.954514,0.045486,benign,benign
0,9,0,279,0,1,malignant,malignant
0,9,0,548,1,0,benign,benign
0,9,0,675,0.9,0.1,benign,benign
0,9,0,467,0,1,malignant,malignant
0,9,0,584,0.9,0.1,benign,benign
0,9,0,294,0.954514,0.045486,benign,benign
0,9,0,227,0,1,malignant,malignant
0,9,0,242,1,0,benign,benign
0,9,0,659,1,0,benign,benign
0,9,0,304,0,1,malignant,malignant
0,9,0,564,1,0,benign,benign
0,9,0,428,1,0,benign,benign
0,9,0,21,0,1,malignant,malignant
0,9,0,234,0.6,0.4,benign,benign
0,9,0,250,1,0,benign,benign
0,9,0,99,0,1,malignant,malignant
0,9,0,553,0.5,0.5,benign,benign
0,9,0,646,1,0,benign,benign
0,9,0,261,0,1,malignant,malignant
0,9,0,602,1,0,benign,benign
0,9,0,152,0,1,malignant,malignant
0,9,0,102,1,0,benign,benign
0,9,0,64,1,0,benign,benign
0,9,0,289,0.1,0.9,malignant,malignant
0,9,0,40,0.141805,0.858195,malignant,benign
0,9,0,281,1,0,benign,benign
0,9,0,270,0.1,0.9,malignant,malignant
0,9,0,115,0.9,0.1,benign,benign
0,9,0,207,1,0,benign,benign
0,9,0,221,0,1,malignant,malignant
0,9,0,140,1,0,benign,benign
0,9,0,445,1,0,benign,benign
0,9,0,333,0.1,0.9,malignant,malignant
0,9,0,689,1,0,benign,benign
0,9,0,677,1,0,benign,benign
0,9,0,255,0.2,0.8,malignant,malignant
0,9,0,314,1,0,benign,benign
0,9,0,624,1,0,benign,benign
0,9,0,211,0,1,malignant,malignant
0,9,0,409,1,0,benign,benign
0,9,0,525,1,0,benign,benign
0,9,0,184,0,1,malignant,malignant
0,9,0,10,1,0,benign,benign
0,9,0,671,1,0,benign,benign
0,9,0,146,0.3,0.7,malignant,malignant
0,9,0,632,1,0,benign,benign
0,9,0,310,1,0,benign,benign
0,9,0,233,0.1,0.9,malignant,malignant
0,9,0,555,0.7,0.3,benign,benign
0,9,1,51,0.6,0.4,benign,malignant
0,9,1,116,0.8,0.2,benign,benign
0,9,1,557,1,0,benign,benign
0,9,1,323,0.2,0.8,malignant,malignant
0,9,1,418,1,0,benign,benign
0,9,1,192,1,0,benign,benign
0,9,1,491,0.1,0.9,malignant,malignant
0,9,1,477,1,0,benign,benign
0,9,1,133,1,0,benign,benign
0,9,1,36,0.1,0.9,malignant,malignant
0,9,1,33,1,0,benign,benign
0,9,1,85,0.1,0.9,malignant,malignant
0,9,1,562,1,0,benign,benign
0,9,1,307,1,0,benign,benign
0,9,1,612,0,1,malignant,malignant
0,9,1,208,1,0,benign,benign
0,9,1,513,1,0,benign,benign
0,9,1,223,0,1,malignant,malignant
0,9,1,370,1,0,benign,benign
0,9,1,411,0.905209,0.094791,benign,benign
0,9,1,279,0.1,0.9,malignant,malignant
0,9,1,548,1,0,benign,benign
0,9,1,675,1,0,benign,benign
0,9,1,467,0,1,malignant,malignant
0,9,1,584,1,0,benign,benign
0,9,1,294,0.905209,0.094791,benign,benign
0,9,1,227,0,1,malignant,malignant
0,9,1,242,1,0,benign,benign
0,9,1,659,1,0,benign,benign
0,9,1,304,0.1,0.9,malignant,malignant
0,9,1,564,1,0,benign,benign
0,9,1,428,1,0,benign,benign
0,9,1,21,0,1,malignant,malignant
0,9,1,234,1,0,benign,benign
0,9,1,250,1,0,benign,benign
0,9,1,99,0,1,malignant,malignant
0,9,1,553,0.9,0.1,benign,benign
0,9,1,646,1,0,benign,benign
0,9,1,261,0,1,malignant,malignant
0,9,1,602,1,0,benign,benign
0,9,1,152,0,1,malignant,malignant
0,9,1,102,1,0,benign,benign
0,9,1,64,1,0,benign,benign
0,9,1,289,0,1,malignant,malignant
0,9,1,40,0.062637,0.937363,malignant,benign
0,9,1,281,1,0,benign,benign
0,9,1,270,0,1,malignant,malignant
0,9,1,115,1,0,benign,benign
0,9,1,207,1,0,benign,benign
0,9,1,221,0,1,malignant,malignant
0,9,1,140,1,0,benign,benign
0,9,1,445,1,0,benign,benign
0,9,1,333,0.2,0.8,malignant,malignant
0,9,1,689,1,0,benign,benign
0,9,1,677,1,0,benign,benign
0,9,1,255,0.2,0.8,malignant,malignant
0,9,1,314,1,0,benign,benign
0,9,1,624,1,0,benign,benign
0,9,1,211,0,1,malignant,malignant
0,9,1,409,1,0,benign,benign
0,9,1,525,1,0,benign,benign
0,9,1,184,0.1,0.9,malignant,malignant
0,9,1,10,1,0,benign,benign
0,9,1,671,1,0,benign,benign
0,9,1,146,0.3,0.7,malignant,malignant
0,9,1,632,1,0,benign,benign
0,9,1,310,1,0,benign,benign
0,9,1,233,0.2,0.8,malignant,malignant
0,9,1,555,1,0,benign,benign
0,9,2,51,0.7,0.3,benign,malignant
0,9,2,116,0.7,0.3,benign,benign
0,9,2,557,1,0,benign,benign
0,9,2,323,0.2,0.8,malignant,malignant
0,9,2,418,0.9,0.1,benign,benign
0,9,2,192,1,0,benign,benign
0,9,2,491,0.2,0.8,malignant,malignant
0,9,2,477,1,0,benign,benign
0,9,2,133,1,0,benign,benign
0,9,2,36,0,1,malignant,malignant
0,9,2,33,1,0,benign,benign
0,9,2,85,0.1,0.9,malignant,malignant
0,9,2,562,1,0,benign,benign
0,9,2,307,1,0,benign,benign
0,9,2,612,0,1,malignant,malignant
0,9,2,208,1,0,benign,benign
0,9,2,513,1,0,benign,benign
0,9,2,223,0,1,malignant,malignant
0,9,2,370,1,0,benign,benign
0,9,2,411,0.99881,0.00119,benign,benign
0,9,2,279,0,1,malignant,malignant
0,9,2,548,1,0,benign,benign
0,9,2,675,1,0,benign,benign
0,9,2,467,0.1,0.9,malignant,malignant
0,9,2,584,1,0,benign,benign
0,9,2,294,0.99881,0.00119,benign,benign
0,9,2,227,0,1,malignant,malignant
0,9,2,242,1,0,benign,benign
0,9,2,659,1,0,benign,benign
0,9,2,304,0.1,0.9,malignant,malignant
0,9,2,564,1,0,benign,benign
0,9,2,428,1,0,benign,benign
0,9,2,21,0,1,malignant,malignant
0,9,2,234,1,0,benign,benign
0,9,2,250,1,0,benign,benign
0,9,2,99,0,1,malignant,malignant
0,9,2,553,0.7,0.3,benign,benign
0,9,2,646,1,0,benign,benign
0,9,2,261,0.1,0.9,malignant,malignant
0,9,2,602,1,0,benign,benign
0,9,2,152,0,1,malignant,malignant
0,9,2,102,1,0,benign,benign
0,9,2,64,1,0,benign,benign
0,9,2,289,0,1,malignant,malignant
0,9,2,40,0.025581,0.974419,malignant,benign
0,9,2,281,1,0,benign,benign
0,9,2,270,0.2,0.8,malignant,malignant
0,9,2,115,1,0,benign,benign
0,9,2,207,1,0,benign,benign
0,9,2,221,0,1,malignant,malignant
0,9,2,140,1,0,benign,benign
0,9,2,445,1,0,benign,benign
0,9,2,333,0.3,0.7,malignant,malignant
0,9,2,689,0.9,0.1,benign,benign
0,9,2,677,1,0,benign,benign
0,9,2,255,0.1,0.9,malignant,malignant
0,9,2,314,1,0,benign,benign
0,9,2,624,1,0,benign,benign
0,9,2,211,0,1,malignant,malignant
0,9,2,409,1,0,benign,benign
0,9,2,525,1,0,benign,benign
0,9,2,184,0.1,0.9,malignant,malignant
0,9,2,10,1,0,benign,benign
0,9,2,671,1,0,benign,benign
0,9,2,146,0.4,0.6,malignant,malignant
0,9,2,632,1,0,benign,benign
0,9,2,310,1,0,benign,benign
0,9,2,233,0.1,0.9,malignant,malignant
0,9,2,555,0.9,0.1,benign,benign
0,9,3,51,0.4,0.6,malignant,malignant
0,9,3,116,0.7,0.3,benign,benign
0,9,3,557,1,0,benign,benign
0,9,3,323,0.4,0.6,malignant,malignant
0,9,3,418,1,0,benign,benign
0,9,3,192,1,0,benign,benign
0,9,3,491,0.2,0.8,malignant,malignant
0,9,3,477,1,0,benign,benign
0,9,3,133,1,0,benign,benign
0,9,3,36,0.1,0.9,malignant,malignant
0,9,3,33,1,0,benign,benign
0,9,3,85,0.2,0.8,malignant,malignant
0,9,3,562,1,0,benign,benign
0,9,3,307,1,0,benign,benign
0,9,3,612,0,1,malignant,malignant
0,9,3,208,1,0,benign,benign
0,9,3,513,1,0,benign,benign
0,9,3,223,0,1,malignant,malignant
0,9,3,370,1,0,benign,benign
0,9,3,411,1,0,benign,benign
0,9,3,279,0,1,malignant,malignant
0,9,3,548,1,0,benign,benign
0,9,3,675,1,0,benign,benign
0,9,3,467,0,1,malignant,malignant
0,9,3,584,1,0,benign,benign
0,9,3,294,1,0,benign,benign
0,9,3,227,0,1,malignant,malignant
0,9,3,242,1,0,benign,benign
0,9,3,659,1,0,benign,benign
0,9,3,304,0.1,0.9,malignant,malignant
0,9,3,564,1,0,benign,benign
0,9,3,428,1,0,benign,benign
0,9,3,21,0,1,malignant,malignant
0,9,3,234,1,0,benign,benign
0,9,3,250,1,0,benign,benign
0,9,3,99,0,1,malignant,malignant
0,9,3,553,0.7,0.3,benign,benign
0,9,3,646,1,0,benign,benign
0,9,3,261,0,1,malignant,malignant
0,9,3,602,1,0,benign,benign
0,9,3,152,0,1,malignant,malignant
0,9,3,102,1,0,benign,benign
0,9,3,64,1,0,benign,benign
0,9,3,289,0.1,0.9,malignant,malignant
0,9,3,40,0.012155,0.987845,malignant,benign
0,9,3,281,1,0,benign,benign
0,9,3,270,0,1,malignant,malignant
0,9,3,115,1,0,benign,benign
0,9,3,207,1,0,benign,benign
0,9,3,221,0,1,malignant,malignant
0,9,3,140,1,0,benign,benign
0,9,3,445,1,0,benign,benign
0,9,3,333,0.1,0.9,malignant,malignant
0,9,3,689,1,0,benign,benign
0,9,3,677,1,0,benign,benign
0,9,3,255,0.3,0.7,malignant,malignant
0,9,3,314,1,0,benign,benign
0,9,3,624,1,0,benign,benign
0,9,3,211,0,1,malignant,malignant
0,9,3,409,1,0,benign,benign
0,9,3,525,1,0,benign,benign
0,9,3,184,0.1,0.9,malignant,malignant
0,9,3,10,1,0,benign,benign
0,9,3,671,1,0,benign,benign
0,9,3,146,0.5,0.5,benign,malignant
0,9,3,632,1,0,benign,benign
0,9,3,310,1,0,benign,benign
0,9,3,233,0.2,0.8,malignant,malignant
0,9,3,555,0.8,0.2,benign,benign
0,9,4,51,0.5,0.5,benign,malignant
0,9,4,116,0.2,0.8,malignant,benign
0,9,4,557,1,0,benign,benign
0,9,4,323,0.3,0.7,malignant,malignant
0,9,4,418,0.9,0.1,benign,benign
0,9,4,192,1,0,benign,benign
0,9,4,491,0,1,malignant,malignant
0,9,4,477,1,0,benign,benign
0,9,4,133,1,0,benign,benign
0,9,4,36,0,1,malignant,malignant
0,9,4,33,1,0,benign,benign
0,9,4,85,0.3,0.7,malignant,malignant
0,9,4,562,1,0,benign,benign
0,9,4,307,1,0,benign,benign
0,9,4,612,0,1,malignant,malignant
0,9,4,208,1,0,benign,benign
0,9,4,513,1,0,benign,benign
0,9,4,223,0.1,0.9,malignant,malignant
0,9,4,370,0.9,0.1,benign,benign
0,9,4,411,1,0,benign,benign
0,9,4,279,0,1,malignant,malignant
0,9,4,548,1,0,benign,benign
0,9,4,675,1,0,benign,benign
0,9,4,467,0,1,malignant,malignant
0,9,4,584,1,0,benign,benign
0,9,4,294,1,0,benign,benign
0,9,4,227,0,1,malignant,malignant
0,9,4,242,1,0,benign,benign
0,9,4,659,1,0,benign,benign
0,9,4,304,0,1,malignant,malignant
0,9,4,564,1,0,benign,benign
0,9,4,428,1,0,benign,benign
0,9,4,21,0,1,malignant,malignant
0,9,4,234,1,0,benign,benign
0,9,4,250,1,0,benign,benign
0,9,4,99,0,1,malignant,malignant
0,9,4,553,0.8,0.2,benign,benign
0,9,4,646,1,0,benign,benign
0,9,4,261,0,1,malignant,malignant
0,9,4,602,1,0,benign,benign
0,9,4,152,0,1,malignant,malignant
0,9,4,102,1,0,benign,benign
0,9,4,64,1,0,benign,benign
0,9,4,289,0,1,malignant,malignant
0,9,4,40,0,1,malignant,benign
0,9,4,281,1,0,benign,benign
0,9,4,270,0,1,malignant,malignant
0,9,4,115,1,0,benign,benign
0,9,4,207,1,0,benign,benign
0,9,4,221,0,1,malignant,malignant
0,9,4,140,1,0,benign,benign
0,9,4,445,1,0,benign,benign
0,9,4,333,0,1,malignant,malignant
0,9,4,689,1,0,benign,benign
0,9,4,677,1,0,benign,benign
0,9,4,255,0.3,0.7,malignant,malignant
0,9,4,314,1,0,benign,benign
0,9,4,624,1,0,benign,benign
0,9,4,211,0,1,malignant,malignant
0,9,4,409,1,0,benign,benign
0,9,4,525,1,0,benign,benign
0,9,4,184,0,1,malignant,malignant
0,9,4,10,1,0,benign,benign
0,9,4,671,1,0,benign,benign
0,9,4,146,0.6,0.4,benign,malignant
0,9,4,632,1,0,benign,benign
0,9,4,310,1,0,benign,benign
0,9,4,233,0.1,0.9,malignant,malignant
0,9,4,555,0.7,0.3,benign,benign
0,9,5,51,0.8,0.2,benign,malignant
0,9,5,116,0.4,0.6,malignant,benign
0,9,5,557,1,0,benign,benign
0,9,5,323,0.1,0.9,malignant,malignant
0,9,5,418,1,0,benign,benign
0,9,5,192,1,0,benign,benign
0,9,5,491,0.1,0.9,malignant,malignant
0,9,5,477,1,0,benign,benign
0,9,5,133,1,0,benign,benign
0,9,5,36,0,1,malignant,malignant
0,9,5,33,1,0,benign,benign
0,9,5,85,0.1,0.9,malignant,malignant
0,9,5,562,1,0,benign,benign
0,9,5,307,1,0,benign,benign
0,9,5,612,0,1,malignant,malignant
0,9,5,208,1,0,benign,benign
0,9,5,513,1,0,benign,benign
0,9,5,223,0,1,malignant,malignant
0,9,5,370,0.9,0.1,benign,benign
0,9,5,411,1,0,benign,benign
0,9,5,279,0,1,malignant,malignant
0,9,5,548,1,0,benign,benign
0,9,5,675,1,0,benign,benign
0,9,5,467,0,1,malignant,malignant
0,9,5,584,0.9,0.1,benign,benign
0,9,5,294,1,0,benign,benign
0,9,5,227,0,1,malignant,malignant
0,9,5,242,1,0,benign,benign
0,9,5,659,1,0,benign,benign
0,9,5,304,0,1,malignant,malignant
0,9,5,564,1,0,benign,benign
0,9,5,428,1,0,benign,benign
0,9,5,21,0,1,malignant,malignant
0,9,5,234,0.8,0.2,benign,benign
0,9,5,250,1,0,benign,benign
0,9,5,99,0,1,malignant,malignant
0,9,5,553,0.7,0.3,benign,benign
0,9,5,646,1,0,benign,benign
0,9,5,261,0,1,malignant,malignant
0,9,5,602,1,0,benign,benign
0,9,5,152,0,1,malignant,malignant
0,9,5,102,1,0,benign,benign
0,9,5,64,1,0,benign,benign
0,9,5,289,0,1,malignant,malignant
0,9,5,40,0,1,malignant,benign
0,9,5,281,1,0,benign,benign
0,9,5,270,0,1,malignant,malignant
0,9,5,115,1,0,benign,benign
0,9,5,207,1,0,benign,benign
0,9,5,221,0,1,malignant,malignant
0,9,5,140,1,0,benign,benign
0,9,5,445,1,0,benign,benign
0,9,5,333,0.2,0.8,malignant,malignant
0,9,5,689,1,0,benign,benign
0,9,5,677,1,0,benign,benign
0,9,5,255,0.4,0.6,malignant,malignant
0,9,5,314,1,0,benign,benign
0,9,5,624,1,0,benign,benign
0,9,5,211,0,1,malignant,malignant
0,9,5,409,1,0,benign,benign
0,9,5,525,1,0,benign,benign
0,9,5,184,0,1,malignant,malignant
0,9,5,10,1,0,benign,benign
0,9,5,671,1,0,benign,benign
0,9,5,146,0.1,0.9,malignant,malignant
0,9,5,632,1,0,benign,benign
0,9,5,310,1,0,benign,benign
0,9,5,233,0,1,malignant,malignant
0,9,5,555,0.8,0.2,benign,benign
0,9,6,51,0.7,0.3,benign,malignant
0,9,6,116,0.3,0.7,malignant,benign
0,9,6,557,1,0,benign,benign
0,9,6,323,0.1,0.9,malignant,malignant
0,9,6,418,1,0,benign,benign
0,9,6,192,1,0,benign,benign
0,9,6,491,0.1,0.9,malignant,malignant
0,9,6,477,1,0,benign,benign
0,9,6,133,1,0,benign,benign
0,9,6,36,0,1,malignant,malignant
0,9,6,33,1,0,benign,benign
0,9,6,85,0.2,0.8,malignant,malignant
0,9,6,562,1,0,benign,benign
0,9,6,307,1,0,benign,benign
0,9,6,612,0,1,malignant,malignant
0,9,6,208,1,0,benign,benign
0,9,6,513,1,0,benign,benign
0,9,6,223,0,1,malignant,malignant
0,9,6,370,1,0,benign,benign
0,9,6,411,0.992857,0.007143,benign,benign
0,9,6,279,0,1,malignant,malignant
0,9,6,548,1,0,benign,benign
0,9,6,675,1,0,benign,benign
0,9,6,467,0.1,0.9,malignant,malignant
0,9,6,584,1,0,benign,benign
0,9,6,294,1,0,benign,benign
0,9,6,227,0,1,malignant,malignant
0,9,6,242,1,0,benign,benign
0,9,6,659,1,0,benign,benign
0,9,6,304,0.1,0.9,malignant,malignant
0,9,6,564,1,0,benign,benign
0,9,6,428,1,0,benign,benign
0,9,6,21,0.2,0.8,malignant,malignant
0,9,6,234,1,0,benign,benign
0,9,6,250,1,0,benign,benign
0,9,6,99,0,1,malignant,malignant
0,9,6,553,1,0,benign,benign
0,9,6,646,1,0,benign,benign
0,9,6,261,0,1,malignant,malignant
0,9,6,602,1,0,benign,benign
0,9,6,152,0,1,malignant,malignant
0,9,6,102,1,0,benign,benign
0,9,6,64,1,0,benign,benign
0,9,6,289,0.142857,0.857143,malignant,malignant
0,9,6,40,0,1,malignant,benign
0,9,6,281,1,0,benign,benign
0,9,6,270,0.1,0.9,malignant,malignant
0,9,6,115,1,0,benign,benign
0,9,6,207,1,0,benign,benign
0,9,6,221,0.2,0.8,malignant,malignant
0,9,6,140,1,0,benign,benign
0,9,6,445,1,0,benign,benign
0,9,6,333,0,1,malignant,malignant
0,9,6,689,1,0,benign,benign
0,9,6,677,1,0,benign,benign
0,9,6,255,0.1,0.9,malignant,malignant
0,9,6,314,1,0,benign,benign
0,9,6,624,1,0,benign,benign
0,9,6,211,0,1,malignant,malignant
0,9,6,409,1,0,benign,benign
0,9,6,525,1,0,benign,benign
0,9,6,184,0,1,malignant,malignant
0,9,6,10,1,0,benign,benign
0,9,6,671,1,0,benign,benign
0,9,6,146,0.4,0.6,malignant,malignant
0,9,6,632,1,0,benign,benign
0,9,6,310,1,0,benign,benign
0,9,6,233,0.2,0.8,malignant,malignant
0,9,6,555,0.8,0.2,benign,benign
0,9,7,51,0.4,0.6,malignant,malignant
0,9,7,116,0.4,0.6,malignant,benign
0,9,7,557,1,0,benign,benign
0,9,7,323,0.2,0.8,malignant,malignant
0,9,7,418,1,0,benign,benign
0,9,7,192,1,0,benign,benign
0,9,7,491,0,1,malignant,malignant
0,9,7,477,1,0,benign,benign
0,9,7,133,1,0,benign,benign
0,9,7,36,0,1,malignant,malignant
0,9,7,33,1,0,benign,benign
0,9,7,85,0.2,0.8,malignant,malignant
0,9,7,562,1,0,benign,benign
0,9,7,307,1,0,benign,benign
0,9,7,612,0,1,malignant,malignant
0,9,7,208,1,0,benign,benign
0,9,7,513,1,0,benign,benign
0,9,7,223,0,1,malignant,malignant
0,9,7,370,1,0,benign,benign
0,9,7,411,1,0,benign,benign
0,9,7,279,0,1,malignant,malignant
0,9,7,548,1,0,benign,benign
0,9,7,675,1,0,benign,benign
0,9,7,467,0,1,malignant,malignant
0,9,7,584,1,0,benign,benign
0,9,7,294,1,0,benign,benign
0,9,7,227,0.1,0.9,malignant,malignant
0,9,7,242,1,0,benign,benign
0,9,7,659,1,0,benign,benign
0,9,7,304,0,1,malignant,malignant
0,9,7,564,1,0,benign,benign
0,9,7,428,1,0,benign,benign
0,9,7,21,0,1,malignant,malignant
0,9,7,234,1,0,benign,benign
0,9,7,250,1,0,benign,benign
0,9,7,99,0,1,malignant,malignant
0,9,7,553,0.6,0.4,benign,benign
0,9,7,646,1,0,benign,benign
0,9,7,261,0,1,malignant,malignant
0,9,7,602,1,0,benign,benign
0,9,7,152,0,1,malignant,malignant
0,9,7,102,1,0,benign,benign
0,9,7,64,1,0,benign,benign
0,9,7,289,0.2,0.8,malignant,malignant
0,9,7,40,0.016845,0.983155,malignant,benign
0,9,7,281,1,0,benign,benign
0,9,7,270,0,1,malignant,malignant
0,9,7,115,1,0,benign,benign
0,9,7,207,1,0,benign,benign
0,9,7,221,0,1,malignant,malignant
0,9,7,140,1,0,benign,benign
0,9,7,445,1,0,benign,benign
0,9,7,333,0.2,0.8,malignant,malignant
0,9,7,689,1,0,benign,benign
0,9,7,677,1,0,benign,benign
0,9,7,255,0.2,0.8,malignant,malignant
0,9,7,314,1,0,benign,benign
0,9,7,624,1,0,benign,benign
0,9,7,211,0,1,malignant,malignant
0,9,7,409,1,0,benign,benign
0,9,7,525,1,0,benign,benign
0,9,7,184,0,1,malignant,malignant
0,9,7,10,1,0,benign,benign
0,9,7,671,1,0,benign,benign
0,9,7,146,0.5,0.5,benign,malignant
0,9,7,632,1,0,benign,benign
0,9,7,310,1,0,benign,benign
0,9,7,233,0,1,malignant,malignant
0,9,7,555,0.8,0.2,benign,benign
1,0,0,548,1,0,benign,benign
1,0,0,132,0,1,malignant,malignant
1,0,0,397,1,0,benign,benign
1,0,0,483,0,1,malignant,malignant
1,0,0,181,1,0,benign,benign
1,0,0,405,1,0,benign,benign
1,0,0,592,0,1,malignant,malignant
1,0,0,587,1,0,benign,benign
1,0,0,578,1,0,benign,benign
1,0,0,270,0,1,malignant,malignant
1,0,0,275,0.534233,0.465767,benign,benign
1,0,0,401,1,0,benign,benign
1,0,0,530,0,1,malignant,malignant
1,0,0,510,1,0,benign,benign
1,0,0,345,1,0,benign,benign
1,0,0,59,0.1,0.9,malignant,malignant
1,0,0,249,0.929688,0.070313,benign,benign
1,0,0,198,1,0,benign,benign
1,0,0,123,0,1,malignant,malignant
1,0,0,600,1,0,benign,benign
1,0,0,125,1,0,benign,benign
1,0,0,224,0,1,malignant,malignant
1,0,0,576,1,0,benign,benign
1,0,0,219,0.7,0.3,benign,benign
1,0,0,588,0,1,malignant,malignant
1,0,0,644,1,0,benign,benign
1,0,0,602,1,0,benign,benign
1,0,0,87,0,1,malignant,malignant
1,0,0,133,1,0,benign,benign
1,0,0,376,1,0,benign,benign
1,0,0,18,0,1,malignant,malignant
1,0,0,137,1,0,benign,benign
1,0,0,449,0,1,malignant,malignant
1,0,0,297,0.334233,0.665767,malignant,benign
1,0,0,484,0.9,0.1,benign,benign
1,0,0,20,0.1,0.9,malignant,malignant
1,0,0,377,1,0,benign,benign
1,0,0,96,1,0,benign,benign
1,0,0,126,0,1,malignant,malignant
1,0,0,542,0.9,0.1,benign,benign
1,0,0,242,1,0,benign,benign
1,0,0,353,0,1,malignant,malignant
1,0,0,277,1,0,benign,benign
1,0,0,31,1,0,benign,benign
1,0,0,289,0,1,malignant,malignant
1,0,0,372,0.8,0.2,benign,benign
1,0,0,309,0.8,0.2,benign,benign
1,0,0,173,0,1,malignant,malignant
1,0,0,531,0.7,0.3,benign,benign
1,0,0,121,1,0,benign,benign
1,0,0,65,0.3,0.7,malignant,malignant
1,0,0,212,1,0,benign,benign
1,0,0,78,0.9,0.1,benign,benign
1,0,0,312,0.2,0.8,malignant,malignant
1,0,0,615,0.7,0.3,benign,benign
1,0,0,624,1,0,benign,benign
1,0,0,440,0,1,malignant,malignant
1,0,0,642,1,0,benign,benign
1,0,0,131,1,0,benign,benign
1,0,0,330,0,1,malignant,malignant
1,0,0,303,1,0,benign,benign
1,0,0,604,0.1,0.9,malignant,malignant
1,0,0,69,1,0,benign,benign
1,0,0,593,0.9,0.1,benign,benign
1,0,0,160,0,1,malignant,malignant
1,0,0,395,1,0,benign,benign
1,0,0,420,0.4,0.6,malignant,benign
1,0,0,697,0.1,0.9,malignant,malignant
1,0,0,89,1,0,benign,benign
1,0,0,524,1,0,benign,benign
1,0,1,548,1,0,benign,benign
1,0,1,132,0,1,malignant,malignant
1,0,1,397,1,0,benign,benign
1,0,1,483,0,1,malignant,malignant
1,0,1,181,1,0,benign,benign
1,0,1,405,1,0,benign,benign
1,0,1,592,0.1,0.9,malignant,malignant
1,0,1,587,1,0,benign,benign
1,0,1,578,1,0,benign,benign
1,0,1,270,0,1,malignant,malignant
1,0,1,275,0.590476,0.409524,benign,benign
1,0,1,401,1,0,benign,benign
1,0,1,530,0.1,0.9,malignant,malignant
1,0,1,510,1,0,benign,benign
1,0,1,345,1,0,benign,benign
1,0,1,59,0.1,0.9,malignant,malignant
1,0,1,249,0.990476,0.009524,benign,benign
1,0,1,198,1,0,benign,benign
1,0,1,123,0.1,0.9,malignant,malignant
1,0,1,600,1,0,benign,benign
1,0,1,125,1,0,benign,benign
1,0,1,224,0.1,0.9,malignant,malignant
1,0,1,576,1,0,benign,benign
1,0,1,219,0.7,0.3,benign,benign
1,0,1,588,0.1,0.9,malignant,malignant
1,0,1,644,1,0,benign,benign
1,0,1,602,1,0,benign,benign
1,0,1,87,0,1,malignant,malignant
1,0,1,133,1,0,benign,benign
1,0,1,376,1,0,benign,benign
1,0,1,18,0,1,malignant,malignant
1,0,1,137,1,0,benign,benign
1,0,1,449,0,1,malignant,malignant
1,0,1,297,0.2,0.8,malignant,benign
1,0,1,484,0.6,0.4,benign,benign
1,0,1,20,0.1,0.9,malignant,malignant
1,0,1,377,1,0,benign,benign
1,0,1,96,1,0,benign,benign
1,0,1,126,0.1,0.9,malignant,malignant
1,0,1,542,1,0,benign,benign
1,0,1,242,1,0,benign,benign
1,0,1,353,0.2,0.8,malignant,malignant
1,0,1,277,1,0,benign,benign
1,0,1,31,1,0,benign,benign
1,0,1,289,0,1,malignant,malignant
1,0,1,372,0.6,0.4,benign,benign
1,0,1,309,0.9,0.1,benign,benign
1,0,1,173,0,1,malignant,malignant
1,0,1,531,0.6,0.4,benign,benign
1,0,1,121,0.9,0.1,benign,benign
1,0,1,65,0.3,0.7,malignant,malignant
1,0,1,212,1,0,benign,benign
1,0,1,78,1,0,benign,benign
1,0,1,312,0,1,malignant,malignant
1,0,1,615,0.6,0.4,benign,benign
1,0,1,624,1,0,benign,benign
1,0,1,440,0.2,0.8,malignant,malignant
1,0,1,642,1,0,benign,benign
1,0,1,131,1,0,benign,benign
1,0,1,330,0.1,0.9,malignant,malignant
1,0,1,303,1,0,benign,benign
1,0,1,604,0.2,0.8,malignant,malignant
1,0,1,69,1,0,benign,benign
1,0,1,593,0.6,0.4,benign,benign
1,0,1,160,0,1,malignant,malignant
1,0,1,395,1,0,benign,benign
1,0,1,420,0.5,0.5,benign,benign
1,0,1,697,0,1,malignant,malignant
1,0,1,89,1,0,benign,benign
1,0,1,524,1,0,benign,benign
1,0,2,548,1,0,benign,benign
1,0,2,132,0,1,malignant,malignant
1,0,2,397,1,0,benign,benign
1,0,2,483,0,1,malignant,malignant
1,0,2,181,1,0,benign,benign
1,0,2,405,1,0,benign,benign
1,0,2,592,0.2,0.8,malignant,malignant
1,0,2,587,1,0,benign,benign
1,0,2,578,1,0,benign,benign
1,0,2,270,0.2,0.8,malignant,malignant
1,0,2,275,0.763146,0.236854,benign,benign
1,0,2,401,1,0,benign,benign
1,0,2,530,0.4,0.6,malignant,malignant
1,0,2,510,1,0,benign,benign
1,0,2,345,1,0,benign,benign
1,0,2,59,0,1,malignant,malignant
1,0,2,249,0.997403,0.002597,benign,benign
1,0,2,198,1,0,benign,benign
1,0,2,123,0.229143,0.770857,malignant,malignant
1,0,2,600,1,0,benign,benign
1,0,2,125,1,0,benign,benign
1,0,2,224,0.1,0.9,malignant,malignant
1,0,2,576,1,0,benign,benign
1,0,2,219,0.881667,0.118333,benign,benign
1,0,2,588,0,1,malignant,malignant
1,0,2,644,1,0,benign,benign
1,0,2,602,1,0,benign,benign
1,0,2,87,0,1,malignant,malignant
1,0,2,133,1,0,benign,benign
1,0,2,376,1,0,benign,benign
1,0,2,18,0,1,malignant,malignant
1,0,2,137,1,0,benign,benign
1,0,2,449,0,1,malignant,malignant
1,0,2,297,0.375925,0.624075,malignant,benign
1,0,2,484,1,0,benign,benign
1,0,2,20,0.2,0.8,malignant,malignant
1,0,2,377,1,0,benign,benign
1,0,2,96,1,0,benign,benign
1,0,2,126,0.1,0.9,malignant,malignant
1,0,2,542,0.7,0.3,benign,benign
1,0,2,242,1,0,benign,benign
1,0,2,353,0,1,malignant,malignant
1,0,2,277,1,0,benign,benign
1,0,2,31,1,0,benign,benign
1,0,2,289,0,1,malignant,malignant
1,0,2,372,1,0,benign,benign
1,0,2,309,1,0,benign,benign
1,0,2,173,0,1,malignant,malignant
1,0,2,531,0.9,0.1,benign,benign
1,0,2,121,0.9,0.1,benign,benign
1,0,2,65,0.4,0.6,malignant,malignant
1,0,2,212,1,0,benign,benign
1,0,2,78,1,0,benign,benign
1,0,2,312,0.4,0.6,malignant,malignant
1,0,2,615,1,0,benign,benign
1,0,2,624,1,0,benign,benign
1,0,2,440,0.1,0.9,malignant,malignant
1,0,2,642,1,0,benign,benign
1,0,2,131,1,0,benign,benign
1,0,2,330,0,1,malignant,malignant
1,0,2,303,1,0,benign,benign
1,0,2,604,0.4,0.6,malignant,malignant
1,0,2,69,1,0,benign,benign
1,0,2,593,1,0,benign,benign
1,0,2,160,0,1,malignant,malignant
1,0,2,395,1,0,benign,benign
1,0,2,420,0.7,0.3,benign,benign
1,0,2,697,0,1,malignant,malignant
1,0,2,89,1,0,benign,benign
1,0,2,524,1,0,benign,benign
1,0,3,548,1,0,benign,benign
1,0,3,132,0,1,malignant,malignant
1,0,3,397,1,0,benign,benign
1,0,3,483,0.1,0.9,malignant,malignant
1,0,3,181,1,0,benign,benign
1,0,3,405,1,0,benign,benign
1,0,3,592,0.6,0.4,benign,malignant
1,0,3,587,1,0,benign,benign
1,0,3,578,1,0,benign,benign
1,0,3,270,0,1,malignant,malignant
1,0,3,275,0.592244,0.407756,benign,benign
1,0,3,401,1,0,benign,benign
1,0,3,530,0.2,0.8,malignant,malignant
1,0,3,510,1,0,benign,benign
1,0,3,345,1,0,benign,benign
1,0,3,59,0.1,0.9,malignant,malignant
1,0,3,249,0.898899,0.101101,benign,benign
1,0,3,198,1,0,benign,benign
1,0,3,123,0.1,0.9,malignant,malignant
1,0,3,600,1,0,benign,benign
1,0,3,125,1,0,benign,benign
1,0,3,224,0.2,0.8,malignant,malignant
1,0,3,576,1,0,benign,benign
1,0,3,219,1,0,benign,benign
1,0,3,588,0,1,malignant,malignant
1,0,3,644,1,0,benign,benign
1,0,3,602,1,0,benign,benign
1,0,3,87,0.1,0.9,malignant,malignant
1,0,3,133,1,0,benign,benign
1,0,3,376,1,0,benign,benign
1,0,3,18,0.1,0.9,malignant,malignant
1,0,3,137,1,0,benign,benign
1,0,3,449,0,1,malignant,malignant
1,0,3,297,0.324295,0.675705,malignant,benign
1,0,3,484,1,0,benign,benign
1,0,3,20,0.2,0.8,malignant,malignant
1,0,3,377,1,0,benign,benign
1,0,3,96,1,0,benign,benign
1,0,3,126,0.1,0.9,malignant,malignant
1,0,3,542,1,0,benign,benign
1,0,3,242,1,0,benign,benign
1,0,3,353,0,1,malignant,malignant
1,0,3,277,1,0,benign,benign
1,0,3,31,1,0,benign,benign
1,0,3,289,0,1,malignant,malignant
1,0,3,372,1,0,benign,benign
1,0,3,309,0.3,0.7,malignant,benign
1,0,3,173,0,1,malignant,malignant
1,0,3,531,1,0,benign,benign
1,0,3,121,1,0,benign,benign
1,0,3,65,0.4,0.6,malignant,malignant
1,0,3,212,1,0,benign,benign
1,0,3,78,0.8,0.2,benign,benign
1,0,3,312,0.131034,0.868966,malignant,malignant
1,0,3,615,1,0,benign,benign
1,0,3,624,1,0,benign,benign
1,0,3,440,0,1,malignant,malignant
1,0,3,642,1,0,benign,benign
1,0,3,131,1,0,benign,benign
1,0,3,330,0,1,malignant,malignant
1,0,3,303,1,0,benign,benign
1,0,3,604,0.3,0.7,malignant,malignant
1,0,3,69,1,0,benign,benign
1,0,3,593,1,0,benign,benign
1,0,3,160,0,1,malignant,malignant
1,0,3,395,1,0,benign,benign
1,0,3,420,0.4,0.6,malignant,benign
1,0,3,697,0,1,malignant,malignant
1,0,3,89,1,0,benign,benign
1,0,3,524,1,0,benign,benign
1,0,4,548,1,0,benign,benign
1,0,4,132,0,1,malignant,malignant
1,0,4,397,1,0,benign,benign
1,0,4,483,0,1,malignant,malignant
1,0,4,181,1,0,benign,benign
1,0,4,405,1,0,benign,benign
1,0,4,592,0.3,0.7,malignant,malignant
1,0,4,587,1,0,benign,benign
1,0,4,578,1,0,benign,benign
1,0,4,270,0,1,malignant,malignant
1,0,4,275,0.918788,0.081212,benign,benign
1,0,4,401,1,0,benign,benign
1,0,4,530,0.2,0.8,malignant,malignant
1,0,4,510,1,0,benign,benign
1,0,4,345,1,0,benign,benign
1,0,4,59,0.088889,0.911111,malignant,malignant
1,0,4,249,0.918788,0.081212,benign,benign
1,0,4,198,1,0,benign,benign
1,0,4,123,0.3,0.7,malignant,malignant
1,0,4,600,1,0,benign,benign
1,0,4,125,1,0,benign,benign
1,0,4,224,0.3,0.7,malignant,malignant
1,0,4,576,1,0,benign,benign
1,0,4,219,0.9,0.1,benign,benign
1,0,4,588,0.2,0.8,malignant,malignant
1,0,4,644,1,0,benign,benign
1,0,4,602,1,0,benign,benign
1,0,4,87,0.4,0.6,malignant,malignant
1,0,4,133,1,0,benign,benign
1,0,4,376,1,0,benign,benign
1,0,4,18,0,1,malignant,malignant
1,0,4,137,1,0,benign,benign
1,0,4,449,0,1,malignant,malignant
1,0,4,297,0.750664,0.249336,benign,benign
1,0,4,484,1,0,benign,benign
1,0,4,20,0.1,0.9,malignant,malignant
1,0,4,377,1,0,benign,benign
1,0,4,96,1,0,benign,benign
1,0,4,126,0.1,0.9,malignant,malignant
1,0,4,542,1,0,benign,benign
1,0,4,242,1,0,benign,benign
1,0,4,353,0,1,malignant,malignant
1,0,4,277,1,0,benign,benign
1,0,4,31,1,0,benign,benign
1,0,4,289,0.3,0.7,malignant,malignant
1,0,4,372,1,0,benign,benign
1,0,4,309,0.5,0.5,benign,benign
1,0,4,173,0,1,malignant,malignant
1,0,4,531,1,0,benign,benign
1,0,4,121,1,0,benign,benign
1,0,4,65,0.457143,0.542857,malignant,malignant
1,0,4,212,1,0,benign,benign
1,0,4,78,1,0,benign,benign
1,0,4,312,0.2,0.8,malignant,malignant
1,0,4,615,1,0,benign,benign
1,0,4,624,1,0,benign,benign
1,0,4,440,0.2,0.8,malignant,malignant
1,0,4,642,1,0,benign,benign
1,0,4,131,1,0,benign,benign
1,0,4,330,0.2,0.8,malignant,malignant
1,0,4,303,1,0,benign,benign
1,0,4,604,0.5,0.5,benign,malignant
1,0,4,69,1,0,benign,benign
1,0,4,593,1,0,benign,benign
1,0,4,160,0,1,malignant,malignant
1,0,4,395,1,0,benign,benign
1,0,4,420,1,0,benign,benign
1,0,4,697,0,1,malignant,malignant
1,0,4,89,1,0,benign,benign
1,0,4,524,1,0,benign,benign
1,0,5,548,1,0,benign,benign
1,0,5,132,0,1,malignant,malignant
1,0,5,397,1,0,benign,benign
1,0,5,483,0,1,malignant,malignant
1,0,5,181,1,0,benign,benign
1,0,5,405,1,0,benign,benign
1,0,5,592,0,1,malignant,malignant
1,0,5,587,1,0,benign,benign
1,0,5,578,1,0,benign,benign
1,0,5,270,0.4,0.6,malignant,malignant
1,0,5,275,0.950592,0.049408,benign,benign
1,0,5,401,1,0,benign,benign
1,0,5,530,0.4,0.6,malignant,malignant
1,0,5,510,1,0,benign,benign
1,0,5,345,1,0,benign,benign
1,0,5,59,0.1,0.9,malignant,malignant
1,0,5,249,1,0,benign,benign
1,0,5,198,1,0,benign,benign
1,0,5,123,0,1,malignant,malignant
1,0,5,600,1,0,benign,benign
1,0,5,125,1,0,benign,benign
1,0,5,224,0,1,malignant,malignant
1,0,5,576,1,0,benign,benign
1,0,5,219,1,0,benign,benign
1,0,5,588,0.1,0.9,malignant,malignant
1,0,5,644,1,0,benign,benign
1,0,5,602,1,0,benign,benign
1,0,5,87,0.2,0.8,malignant,malignant
1,0,5,133,1,0,benign,benign
1,0,5,376,1,0,benign,benign
1,0,5,18,0,1,malignant,malignant
1,0,5,137,1,0,benign,benign
1,0,5,449,0,1,malignant,malignant
1,0,5,297,0.641336,0.358664,benign,benign
1,0,5,484,1,0,benign,benign
1,0,5,20,0.1,0.9,malignant,malignant
1,0,5,377,1,0,benign,benign
1,0,5,96,1,0,benign,benign
1,0,5,126,0.1,0.9,malignant,malignant
1,0,5,542,1,0,benign,benign
1,0,5,242,1,0,benign,benign
1,0,5,353,0.2,0.8,malignant,malignant
1,0,5,277,1,0,benign,benign
1,0,5,31,1,0,benign,benign
1,0,5,289,0.2,0.8,malignant,malignant
1,0,5,372,1,0,benign,benign
1,0,5,309,1,0,benign,benign
1,0,5,173,0,1,malignant,malignant
1,0,5,531,1,0,benign,benign
1,0,5,121,1,0,benign,benign
1,0,5,65,0.4,0.6,malignant,malignant
1,0,5,212,1,0,benign,benign
1,0,5,78,1,0,benign,benign
1,0,5,312,0.1,0.9,malignant,malignant
1,0,5,615,1,0,benign,benign
1,0,5,624,1,0,benign,benign
1,0,5,440,0.1,0.9,malignant,malignant
1,0,5,642,1,0,benign,benign
1,0,5,131,1,0,benign,benign
1,0,5,330,0.1,0.9,malignant,malignant
1,0,5,303,1,0,benign,benign
1,0,5,604,0.1,0.9,malignant,malignant
1,0,5,69,1,0,benign,benign
1,0,5,593,1,0,benign,benign
1,0,5,160,0,1,malignant,malignant
1,0,5,395,1,0,benign,benign
1,0,5,420,1,0,benign,benign
1,0,5,697,0,1,malignant,malignant
1,0,5,89,1,0,benign,benign
1,0,5,524,1,0,benign,benign
1,0,6,548,1,0,benign,benign
1,0,6,132,0.2,0.8,malignant,malignant
1,0,6,397,1,0,benign,benign
1,0,6,483,0,1,malignant,malignant
1,0,6,181,1,0,benign,benign
1,0,6,405,1,0,benign,benign
1,0,6,592,0,1,malignant,malignant
1,0,6,587,1,0,benign,benign
1,0,6,578,1,0,benign,benign
1,0,6,270,0.1,0.9,malignant,malignant
1,0,6,275,0.886007,0.113993,benign,benign
1,0,6,401,1,0,benign,benign
1,0,6,530,0,1,malignant,malignant
1,0,6,510,1,0,benign,benign
1,0,6,345,1,0,benign,benign
1,0,6,59,0.369968,0.630032,malignant,malignant
1,0,6,249,1,0,benign,benign
1,0,6,198,1,0,benign,benign
1,0,6,123,0.2,0.8,malignant,malignant
1,0,6,600,1,0,benign,benign
1,0,6,125,1,0,benign,benign
1,0,6,224,0,1,malignant,malignant
1,0,6,576,1,0,benign,benign
1,0,6,219,1,0,benign,benign
1,0,6,588,0,1,malignant,malignant
1,0,6,644,1,0,benign,benign
1,0,6,602,1,0,benign,benign
1,0,6,87,0.5,0.5,benign,malignant
1,0,6,133,1,0,benign,benign
1,0,6,376,1,0,benign,benign
1,0,6,18,0,1,malignant,malignant
1,0,6,137,1,0,benign,benign
1,0,6,449,0,1,malignant,malignant
1,0,6,297,0.473407,0.526593,malignant,benign
1,0,6,484,1,0,benign,benign
1,0,6,20,0.2,0.8,malignant,malignant
1,0,6,377,1,0,benign,benign
1,0,6,96,1,0,benign,benign
1,0,6,126,0,1,malignant,malignant
1,0,6,542,1,0,benign,benign
1,0,6,242,1,0,benign,benign
1,0,6,353,0.2,0.8,malignant,malignant
1,0,6,277,1,0,benign,benign
1,0,6,31,1,0,benign,benign
1,0,6,289,0.2,0.8,malignant,malignant
1,0,6,372,1,0,benign,benign
1,0,6,309,0.8,0.2,benign,benign
1,0,6,173,0,1,malignant,malignant
1,0,6,531,1,0,benign,benign
1,0,6,121,1,0,benign,benign
1,0,6,65,0.5,0.5,benign,malignant
1,0,6,212,1,0,benign,benign
1,0,6,78,1,0,benign,benign
1,0,6,312,0.7,0.3,benign,malignant
1,0,6,615,1,0,benign,benign
1,0,6,624,1,0,benign,benign
1,0,6,440,0.1,0.9,malignant,malignant
1,0,6,642,1,0,benign,benign
1,0,6,131,1,0,benign,benign
1,0,6,330,0.2,0.8,malignant,malignant
1,0,6,303,1,0,benign,benign
1,0,6,604,0.3,0.7,malignant,malignant
1,0,6,69,1,0,benign,benign
1,0,6,593,1,0,benign,benign
1,0,6,160,0,1,malignant,malignant
1,0,6,395,1,0,benign,benign
1,0,6,420,0.9,0.1,benign,benign
1,0,6,697,0,1,malignant,malignant
1,0,6,89,1,0,benign,benign
1,0,6,524,1,0,benign,benign
1,0,7,548,1,0,benign,benign
1,0,7,132,0.1,0.9,malignant,malignant
1,0,7,397,1,0,benign,benign
1,0,7,483,0,1,malignant,malignant
1,0,7,181,1,0,benign,benign
1,0,7,405,1,0,benign,benign
1,0,7,592,0.1,0.9,malignant,malignant
1,0,7,587,1,0,benign,benign
1,0,7,578,1,0,benign,benign
1,0,7,270,0,1,malignant,malignant
1,0,7,275,0.919006,0.080994,benign,benign
1,0,7,401,1,0,benign,benign
1,0,7,530,0.1,0.9,malignant,malignant
1,0,7,510,1,0,benign,benign
1,0,7,345,1,0,benign,benign
1,0,7,59,0.328912,0.671088,malignant,malignant
1,0,7,249,0.999709,0.000291,benign,benign
1,0,7,198,1,0,benign,benign
1,0,7,123,0,1,malignant,malignant
1,0,7,600,1,0,benign,benign
1,0,7,125,1,0,benign,benign
1,0,7,224,0.1,0.9,malignant,malignant
1,0,7,576,1,0,benign,benign
1,0,7,219,1,0,benign,benign
1,0,7,588,0.1,0.9,malignant,malignant
1,0,7,644,1,0,benign,benign
1,0,7,602,1,0,benign,benign
1,0,7,87,0.3,0.7,malignant,malignant
1,0,7,133,1,0,benign,benign
1,0,7,376,1,0,benign,benign
1,0,7,18,0,1,malignant,malignant
1,0,7,137,1,0,benign,benign
1,0,7,449,0,1,malignant,malignant
1,0,7,297,0.69753,0.30247,benign,benign
1,0,7,484,1,0,benign,benign
1,0,7,20,0.103779,0.896221,malignant,malignant
1,0,7,377,1,0,benign,benign
1,0,7,96,1,0,benign,benign
1,0,7,126,0.1,0.9,malignant,malignant
1,0,7,542,0.9,0.1,benign,benign
1,0,7,242,1,0,benign,benign
1,0,7,353,0,1,malignant,malignant
1,0,7,277,1,0,benign,benign
1,0,7,31,1,0,benign,benign
1,0,7,289,0.3,0.7,malignant,malignant
1,0,7,372,1,0,benign,benign
1,0,7,309,1,0,benign,benign
1,0,7,173,0,1,malignant,malignant
1,0,7,531,1,0,benign,benign
1,0,7,121,1,0,benign,benign
1,0,7,65,0.4,0.6,malignant,malignant
1,0,7,212,1,0,benign,benign
1,0,7,78,1,0,benign,benign
1,0,7,312,0.2,0.8,malignant,malignant
1,0,7,615,1,0,benign,benign
1,0,7,624,1,0,benign,benign
1,0,7,440,0,1,malignant,malignant
1,0,7,642,1,0,benign,benign
1,0,7,131,1,0,benign,benign
1,0,7,330,0,1,malignant,malignant
1,0,7,303,1,0,benign,benign
1,0,7,604,0.503779,0.496221,benign,malignant
1,0,7,69,1,0,benign,benign
1,0,7,593,1,0,benign,benign
1,0,7,160,0,1,malignant,malignant
1,0,7,395,1,0,benign,benign
1,0,7,420,1,0,benign,benign
1,0,7,697,0.2,0.8,malignant,malignant
1,0,7,89,1,0,benign,benign
1,0,7,524,1,0,benign,benign
1,1,0,74,0.2,0.8,malignant,malignant
1,1,0,652,1,0,benign,benign
1,1,0,525,1,0,benign,benign
1,1,0,106,0.3,0.7,malignant,malignant
1,1,0,281,1,0,benign,benign
1,1,0,220,1,0,benign,benign
1,1,0,111,0.1,0.9,malignant,malignant
1,1,0,301,1,0,benign,benign
1,1,0,398,1,0,benign,benign
1,1,0,696,0,1,malignant,malignant
1,1,0,499,1,0,benign,benign
1,1,0,327,1,0,benign,benign
1,1,0,633,0,1,malignant,malignant
1,1,0,228,1,0,benign,benign
1,1,0,584,0.5,0.5,benign,benign
1,1,0,151,0.1,0.9,malignant,malignant
1,1,0,527,1,0,benign,benign
1,1,0,474,1,0,benign,benign
1,1,0,174,0,1,malignant,malignant
1,1,0,411,1,0,benign,benign
1,1,0,43,0,1,malignant,malignant
1,1,0,204,1,0,benign,benign
1,1,0,95,1,0,benign,benign
1,1,0,211,0,1,malignant,malignant
1,1,0,243,1,0,benign,benign
1,1,0,290,1,0,benign,benign
1,1,0,128,0.2,0.8,malignant,malignant
1,1,0,513,1,0,benign,benign
1,1,0,448,1,0,benign,benign
1,1,0,479,0,1,malignant,malignant
1,1,0,162,1,0,benign,benign
1,1,0,392,1,0,benign,benign
1,1,0,334,0,1,malignant,malignant
1,1,0,528,0.9,0.1,benign,benign
1,1,0,378,0.6,0.4,benign,benign
1,1,0,107,0,1,malignant,malignant
1,1,0,674,1,0,benign,benign
1,1,0,37,0.8,0.2,benign,benign
1,1,0,465,0,1,malignant,malignant
1,1,0,337,1,0,benign,benign
1,1,0,540,1,0,benign,benign
1,1,0,68,0,1,malignant,malignant
1,1,0,567,1,0,benign,benign
1,1,0,613,1,0,benign,benign
1,1,0,487,0,1,malignant,malignant
1,1,0,672,1,0,benign,benign
1,1,0,500,0.9,0.1,benign,benign
1,1,0,681,0,1,malignant,malignant
1,1,0,139,1,0,benign,benign
1,1,0,283,0.4,0.6,malignant,malignant
1,1,0,585,1,0,benign,benign
1,1,0,619,1,0,benign,benign
1,1,0,58,0.3,0.7,malignant,malignant
1,1,0,442,1,0,benign,benign
1,1,0,471,1,0,benign,benign
1,1,0,98,0.2,0.8,malignant,malignant
1,1,0,551,1,0,benign,benign
1,1,0,393,1,0,benign,benign
1,1,0,366,0,1,malignant,malignant
1,1,0,10,1,0,benign,benign
1,1,0,428,1,0,benign,benign
1,1,0,381,0,1,malignant,malignant
1,1,0,694,0.6,0.4,benign,benign
1,1,0,276,1,0,benign,benign
1,1,0,117,0.1,0.9,malignant,malignant
1,1,0,562,1,0,benign,benign
1,1,0,388,1,0,benign,benign
1,1,0,105,0.1,0.9,malignant,malignant
1,1,0,315,0.1,0.9,malignant,benign
1,1,0,248,1,0,benign,benign
1,1,1,74,0,1,malignant,malignant
1,1,1,652,1,0,benign,benign
1,1,1,525,1,0,benign,benign
1,1,1,106,0,1,malignant,malignant
1,1,1,281,1,0,benign,benign
1,1,1,220,1,0,benign,benign
1,1,1,111,0,1,malignant,malignant
1,1,1,301,1,0,benign,benign
1,1,1,398,1,0,benign,benign
1,1,1,696,0,1,malignant,malignant
1,1,1,499,1,0,benign,benign
1,1,1,327,1,0,benign,benign
1,1,1,633,0,1,malignant,malignant
1,1,1,228,1,0,benign,benign
1,1,1,584,0.8,0.2,benign,benign
1,1,1,151,0.5,0.5,benign,malignant
1,1,1,527,1,0,benign,benign
1,1,1,474,1,0,benign,benign
1,1,1,174,0,1,malignant,malignant
1,1,1,411,1,0,benign,benign
1,1,1,43,0,1,malignant,malignant
1,1,1,204,1,0,benign,benign
1,1,1,95,1,0,benign,benign
1,1,1,211,0,1,malignant,malignant
1,1,1,243,0.9,0.1,benign,benign
1,1,1,290,1,0,benign,benign
1,1,1,128,0.1,0.9,malignant,malignant
1,1,1,513,1,0,benign,benign
1,1,1,448,1,0,benign,benign
1,1,1,479,0,1,malignant,malignant
1,1,1,162,1,0,benign,benign
1,1,1,392,1,0,benign,benign
1,1,1,334,0,1,malignant,malignant
1,1,1,528,1,0,benign,benign
1,1,1,378,0.9,0.1,benign,benign
1,1,1,107,0,1,malignant,malignant
1,1,1,674,1,0,benign,benign
1,1,1,37,0.9,0.1,benign,benign
1,1,1,465,0,1,malignant,malignant
1,1,1,337,1,0,benign,benign
1,1,1,540,1,0,benign,benign
1,1,1,68,0,1,malignant,malignant
1,1,1,567,1,0,benign,benign
1,1,1,613,1,0,benign,benign
1,1,1,487,0,1,malignant,malignant
1,1,1,672,1,0,benign,benign
1,1,1,500,1,0,benign,benign
1,1,1,681,0,1,malignant,malignant
1,1,1,139,1,0,benign,benign
1,1,1,283,0,1,malignant,malignant
1,1,1,585,1,0,benign,benign
1,1,1,619,1,0,benign,benign
1,1,1,58,0.6,0.4,benign,malignant
1,1,1,442,1,0,benign,benign
1,1,1,471,1,0,benign,benign
1,1,1,98,0,1,malignant,malignant
1,1,1,551,1,0,benign,benign
1,1,1,393,1,0,benign,benign
1,1,1,366,0,1,malignant,malignant
1,1,1,10,1,0,benign,benign
1,1,1,428,1,0,benign,benign
1,1,1,381,0,1,malignant,malignant
1,1,1,694,0.9,0.1,benign,benign
1,1,1,276,1,0,benign,benign
1,1,1,117,0,1,malignant,malignant
1,1,1,562,1,0,benign,benign
1,1,1,388,1,0,benign,benign
1,1,1,105,0.1,0.9,malignant,malignant
1,1,1,315,0.016667,0.983333,malignant,benign
1,1,1,248,1,0,benign,benign
1,1,2,74,0,1,malignant,malignant
1,1,2,652,1,0,benign,benign
1,1,2,525,1,0,benign,benign
1,1,2,106,0,1,malignant,malignant
1,1,2,281,1,0,benign,benign
1,1,2,220,1,0,benign,benign
1,1,2,111,0,1,malignant,malignant
1,1,2,301,1,0,benign,benign
1,1,2,398,1,0,benign,benign
1,1,2,696,0.1,0.9,malignant,malignant
1,1,2,499,1,0,benign,benign
1,1,2,327,1,0,benign,benign
1,1,2,633,0.2,0.8,malignant,malignant
1,1,2,228,1,0,benign,benign
1,1,2,584,0.8,0.2,benign,benign
1,1,2,151,0.10241,0.89759,malignant,malignant
1,1,2,527,1,0,benign,benign
1,1,2,474,1,0,benign,benign
1,1,2,174,0.1,0.9,malignant,malignant
1,1,2,411,0.998795,0.001205,benign,benign
1,1,2,43,0.3,0.7,malignant,malignant
1,1,2,204,1,0,benign,benign
1,1,2,95,1,0,benign,benign
1,1,2,211,0,1,malignant,malignant
1,1,2,243,0.8,0.2,benign,benign
1,1,2,290,1,0,benign,benign
1,1,2,128,0.5,0.5,benign,malignant
1,1,2,513,1,0,benign,benign
1,1,2,448,1,0,benign,benign
1,1,2,479,0,1,malignant,malignant
1,1,2,162,1,0,benign,benign
1,1,2,392,1,0,benign,benign
1,1,2,334,0,1,malignant,malignant
1,1,2,528,0.9,0.1,benign,benign
1,1,2,378,1,0,benign,benign
1,1,2,107,0.1,0.9,malignant,malignant
1,1,2,674,1,0,benign,benign
1,1,2,37,0.9,0.1,benign,benign
1,1,2,465,0,1,malignant,malignant
1,1,2,337,1,0,benign,benign
1,1,2,540,1,0,benign,benign
1,1,2,68,0.2,0.8,malignant,malignant
1,1,2,567,1,0,benign,benign
1,1,2,613,1,0,benign,benign
1,1,2,487,0,1,malignant,malignant
1,1,2,672,1,0,benign,benign
1,1,2,500,0.9,0.1,benign,benign
1,1,2,681,0,1,malignant,malignant
1,1,2,139,0.998795,0.001205,benign,benign
1,1,2,283,0,1,malignant,malignant
1,1,2,585,1,0,benign,benign
1,1,2,619,1,0,benign,benign
1,1,2,58,0.20241,0.79759,malignant,malignant
1,1,2,442,1,0,benign,benign
1,1,2,471,0.9,0.1,benign,benign
1,1,2,98,0.4,0.6,malignant,malignant
1,1,2,551,1,0,benign,benign
1,1,2,393,1,0,benign,benign
1,1,2,366,0,1,malignant,malignant
1,1,2,10,1,0,benign,benign
1,1,2,428,1,0,benign,benign
1,1,2,381,0.1,0.9,malignant,malignant
1,1,2,694,1,0,benign,benign
1,1,2,276,1,0,benign,benign
1,1,2,117,0,1,malignant,malignant
1,1,2,562,1,0,benign,benign
1,1,2,388,1,0,benign,benign
1,1,2,105,0.3,0.7,malignant,malignant
1,1,2,315,0.069695,0.930305,malignant,benign
1,1,2,248,1,0,benign,benign
1,1,3,74,0.2,0.8,malignant,malignant
1,1,3,652,1,0,benign,benign
1,1,3,525,1,0,benign,benign
1,1,3,106,0,1,malignant,malignant
1,1,3,281,1,0,benign,benign
1,1,3,220,1,0,benign,benign
1,1,3,111,0,1,malignant,malignant
1,1,3,301,1,0,benign,benign
1,1,3,398,1,0,benign,benign
1,1,3,696,0,1,malignant,malignant
1,1,3,499,1,0,benign,benign
1,1,3,327,1,0,benign,benign
1,1,3,633,0,1,malignant,malignant
1,1,3,228,1,0,benign,benign
1,1,3,584,1,0,benign,benign
1,1,3,151,0.1,0.9,malignant,malignant
1,1,3,527,1,0,benign,benign
1,1,3,474,1,0,benign,benign
1,1,3,174,0,1,malignant,malignant
1,1,3,411,1,0,benign,benign
1,1,3,43,0.3,0.7,malignant,malignant
1,1,3,204,1,0,benign,benign
1,1,3,95,1,0,benign,benign
1,1,3,211,0,1,malignant,malignant
1,1,3,243,0.9,0.1,benign,benign
1,1,3,290,1,0,benign,benign
1,1,3,128,0.1,0.9,malignant,malignant
1,1,3,513,1,0,benign,benign
1,1,3,448,1,0,benign,benign
1,1,3,479,0,1,malignant,malignant
1,1,3,162,1,0,benign,benign
1,1,3,392,1,0,benign,benign
1,1,3,334,0,1,malignant,malignant
1,1,3,528,0.9,0.1,benign,benign
1,1,3,378,1,0,benign,benign
1,1,3,107,0,1,malignant,malignant
1,1,3,674,1,0,benign,benign
1,1,3,37,0.7,0.3,benign,benign
1,1,3,465,0,1,malignant,malignant
1,1,3,337,1,0,benign,benign
1,1,3,540,1,0,benign,benign
1,1,3,68,0.2,0.8,malignant,malignant
1,1,3,567,0.8,0.2,benign,benign
1,1,3,613,1,0,benign,benign
1,1,3,487,0,1,malignant,malignant
1,1,3,672,1,0,benign,benign
1,1,3,500,0.8,0.2,benign,benign
1,1,3,681,0,1,malignant,malignant
1,1,3,139,1,0,benign,benign
1,1,3,283,0,1,malignant,malignant
1,1,3,585,1,0,benign,benign
1,1,3,619,1,0,benign,benign
1,1,3,58,0.3,0.7,malignant,malignant
1,1,3,442,1,0,benign,benign
1,1,3,471,0.8,0.2,benign,benign
1,1,3,98,0,1,malignant,malignant
1,1,3,551,1,0,benign,benign
1,1,3,393,1,0,benign,benign
1,1,3,366,0,1,malignant,malignant
1,1,3,10,1,0,benign,benign
1,1,3,428,1,0,benign,benign
1,1,3,381,0.2,0.8,malignant,malignant
1,1,3,694,1,0,benign,benign
1,1,3,276,1,0,benign,benign
1,1,3,117,0,1,malignant,malignant
1,1,3,562,1,0,benign,benign
1,1,3,388,1,0,benign,benign
1,1,3,105,0.5,0.5,benign,malignant
1,1,3,315,0.114016,0.885984,malignant,benign
1,1,3,248,1,0,benign,benign
1,1,4,74,0.1,0.9,malignant,malignant
1,1,4,652,1,0,benign,benign
1,1,4,525,1,0,benign,benign
1,1,4,106,0,1,malignant,malignant
1,1,4,281,1,0,benign,benign
1,1,4,220,1,0,benign,benign
1,1,4,111,0.2,0.8,malignant,malignant
1,1,4,301,1,0,benign,benign
1,1,4,398,1,0,benign,benign
1,1,4,696,0,1,malignant,malignant
1,1,4,499,1,0,benign,benign
1,1,4,327,1,0,benign,benign
1,1,4,633,0.1,0.9,malignant,malignant
1,1,4,228,1,0,benign,benign
1,1,4,584,1,0,benign,benign
1,1,4,151,0,1,malignant,malignant
1,1,4,527,1,0,benign,benign
1,1,4,474,1,0,benign,benign
1,1,4,174,0,1,malignant,malignant
1,1,4,411,0.996855,0.003145,benign,benign
1,1,4,43,0.4,0.6,malignant,malignant
1,1,4,204,1,0,benign,benign
1,1,4,95,1,0,benign,benign
1,1,4,211,0,1,malignant,malignant
1,1,4,243,1,0,benign,benign
1,1,4,290,1,0,benign,benign
1,1,4,128,0.2,0.8,malignant,malignant
1,1,4,513,1,0,benign,benign
1,1,4,448,1,0,benign,benign
1,1,4,479,0,1,malignant,malignant
1,1,4,162,1,0,benign,benign
1,1,4,392,1,0,benign,benign
1,1,4,334,0.1,0.9,malignant,malignant
1,1,4,528,0.9,0.1,benign,benign
1,1,4,378,1,0,benign,benign
1,1,4,107,0.1,0.9,malignant,malignant
1,1,4,674,1,0,benign,benign
1,1,4,37,0.6,0.4,benign,benign
1,1,4,465,0,1,malignant,malignant
1,1,4,337,1,0,benign,benign
1,1,4,540,1,0,benign,benign
1,1,4,68,0,1,malignant,malignant
1,1,4,567,1,0,benign,benign
1,1,4,613,1,0,benign,benign
1,1,4,487,0,1,malignant,malignant
1,1,4,672,1,0,benign,benign
1,1,4,500,0.9,0.1,benign,benign
1,1,4,681,0,1,malignant,malignant
1,1,4,139,0.996855,0.003145,benign,benign
1,1,4,283,0,1,malignant,malignant
1,1,4,585,1,0,benign,benign
1,1,4,619,1,0,benign,benign
1,1,4,58,0.4,0.6,malignant,malignant
1,1,4,442,1,0,benign,benign
1,1,4,471,0.9,0.1,benign,benign
1,1,4,98,0.1,0.9,malignant,malignant
1,1,4,551,1,0,benign,benign
1,1,4,393,1,0,benign,benign
1,1,4,366,0,1,malignant,malignant
1,1,4,10,1,0,benign,benign
1,1,4,428,1,0,benign,benign
1,1,4,381,0.1,0.9,malignant,malignant
1,1,4,694,1,0,benign,benign
1,1,4,276,1,0,benign,benign
1,1,4,117,0.1,0.9,malignant,malignant
1,1,4,562,1,0,benign,benign
1,1,4,388,1,0,benign,benign
1,1,4,105,0.8,0.2,benign,malignant
1,1,4,315,0.167871,0.832129,malignant,benign
1,1,4,248,0.778824,0.221176,benign,benign
1,1,5,74,0.1,0.9,malignant,malignant
1,1,5,652,1,0,benign,benign
1,1,5,525,1,0,benign,benign
1,1,5,106,0,1,malignant,malignant
1,1,5,281,1,0,benign,benign
1,1,5,220,1,0,benign,benign
1,1,5,111,0.1,0.9,malignant,malignant
1,1,5,301,1,0,benign,benign
1,1,5,398,1,0,benign,benign
1,1,5,696,0,1,malignant,malignant
1,1,5,499,1,0,benign,benign
1,1,5,327,1,0,benign,benign
1,1,5,633,0,1,malignant,malignant
1,1,5,228,1,0,benign,benign
1,1,5,584,1,0,benign,benign
1,1,5,151,0,1,malignant,malignant
1,1,5,527,1,0,benign,benign
1,1,5,474,1,0,benign,benign
1,1,5,174,0,1,malignant,malignant
1,1,5,411,1,0,benign,benign
1,1,5,43,0.5,0.5,benign,malignant
1,1,5,204,1,0,benign,benign
1,1,5,95,1,0,benign,benign
1,1,5,211,0,1,malignant,malignant
1,1,5,243,0.8,0.2,benign,benign
1,1,5,290,1,0,benign,benign
1,1,5,128,0.1,0.9,malignant,malignant
1,1,5,513,1,0,benign,benign
1,1,5,448,1,0,benign,benign
1,1,5,479,0.1,0.9,malignant,malignant
1,1,5,162,1,0,benign,benign
1,1,5,392,1,0,benign,benign
1,1,5,334,0,1,malignant,malignant
1,1,5,528,1,0,benign,benign
1,1,5,378,1,0,benign,benign
1,1,5,107,0.1,0.9,malignant,malignant
1,1,5,674,1,0,benign,benign
1,1,5,37,0.8,0.2,benign,benign
1,1,5,465,0,1,malignant,malignant
1,1,5,337,1,0,benign,benign
1,1,5,540,1,0,benign,benign
1,1,5,68,0,1,malignant,malignant
1,1,5,567,1,0,benign,benign
1,1,5,613,1,0,benign,benign
1,1,5,487,0,1,malignant,malignant
1,1,5,672,1,0,benign,benign
1,1,5,500,1,0,benign,benign
1,1,5,681,0,1,malignant,malignant
1,1,5,139,1,0,benign,benign
1,1,5,283,0,1,malignant,malignant
1,1,5,585,1,0,benign,benign
1,1,5,619,1,0,benign,benign
1,1,5,58,0.3,0.7,malignant,malignant
1,1,5,442,1,0,benign,benign
1,1,5,471,1,0,benign,benign
1,1,5,98,0,1,malignant,malignant
1,1,5,551,1,0,benign,benign
1,1,5,393,1,0,benign,benign
1,1,5,366,0,1,malignant,malignant
1,1,5,10,1,0,benign,benign
1,1,5,428,1,0,benign,benign
1,1,5,381,0,1,malignant,malignant
1,1,5,694,1,0,benign,benign
1,1,5,276,1,0,benign,benign
1,1,5,117,0.1,0.9,malignant,malignant
1,1,5,562,1,0,benign,benign
1,1,5,388,1,0,benign,benign
1,1,5,105,0.4,0.6,malignant,malignant
1,1,5,315,0.158657,0.841343,malignant,benign
1,1,5,248,0.8,0.2,benign,benign
1,1,6,74,0.1,0.9,malignant,malignant
1,1,6,652,1,0,benign,benign
1,1,6,525,1,0,benign,benign
1,1,6,106,0.1,0.9,malignant,malignant
1,1,6,281,1,0,benign,benign
1,1,6,220,1,0,benign,benign
1,1,6,111,0.1,0.9,malignant,malignant
1,1,6,301,1,0,benign,benign
1,1,6,398,1,0,benign,benign
1,1,6,696,0,1,malignant,malignant
1,1,6,499,1,0,benign,benign
1,1,6,327,1,0,benign,benign
1,1,6,633,0,1,malignant,malignant
1,1,6,228,1,0,benign,benign
1,1,6,584,1,0,benign,benign
1,1,6,151,0,1,malignant,malignant
1,1,6,527,1,0,benign,benign
1,1,6,474,1,0,benign,benign
1,1,6,174,0,1,malignant,malignant
1,1,6,411,0.9666,0.0334,benign,benign
1,1,6,43,0.8,0.2,benign,malignant
1,1,6,204,1,0,benign,benign
1,1,6,95,1,0,benign,benign
1,1,6,211,0,1,malignant,malignant
1,1,6,243,1,0,benign,benign
1,1,6,290,1,0,benign,benign
1,1,6,128,0,1,malignant,malignant
1,1,6,513,1,0,benign,benign
1,1,6,448,1,0,benign,benign
1,1,6,479,0,1,malignant,malignant
1,1,6,162,1,0,benign,benign
1,1,6,392,1,0,benign,benign
1,1,6,334,0,1,malignant,malignant
1,1,6,528,1,0,benign,benign
1,1,6,378,1,0,benign,benign
1,1,6,107,0.1,0.9,malignant,malignant
1,1,6,674,1,0,benign,benign
1,1,6,37,0.8,0.2,benign,benign
1,1,6,465,0,1,malignant,malignant
1,1,6,337,1,0,benign,benign
1,1,6,540,1,0,benign,benign
1,1,6,68,0,1,malignant,malignant
1,1,6,567,0.9,0.1,benign,benign
1,1,6,613,1,0,benign,benign
1,1,6,487,0,1,malignant,malignant
1,1,6,672,1,0,benign,benign
1,1,6,500,1,0,benign,benign
1,1,6,681,0,1,malignant,malignant
1,1,6,139,0.9666,0.0334,benign,benign
1,1,6,283,0,1,malignant,malignant
1,1,6,585,1,0,benign,benign
1,1,6,619,1,0,benign,benign
1,1,6,58,0.3,0.7,malignant,malignant
1,1,6,442,1,0,benign,benign
1,1,6,471,1,0,benign,benign
1,1,6,98,0,1,malignant,malignant
1,1,6,551,1,0,benign,benign
1,1,6,393,1,0,benign,benign
1,1,6,366,0,1,malignant,malignant
1,1,6,10,1,0,benign,benign
1,1,6,428,1,0,benign,benign
1,1,6,381,0,1,malignant,malignant
1,1,6,694,1,0,benign,benign
1,1,6,276,1,0,benign,benign
1,1,6,117,0.1,0.9,malignant,malignant
1,1,6,562,1,0,benign,benign
1,1,6,388,1,0,benign,benign
1,1,6,105,0.4,0.6,malignant,malignant
1,1,6,315,0.158008,0.841992,malignant,benign
1,1,6,248,0.8,0.2,benign,benign
1,1,7,74,0.1,0.9,malignant,malignant
1,1,7,652,1,0,benign,benign
1,1,7,525,1,0,benign,benign
1,1,7,106,0.2,0.8,malignant,malignant
1,1,7,281,1,0,benign,benign
1,1,7,220,1,0,benign,benign
1,1,7,111,0,1,malignant,malignant
1,1,7,301,1,0,benign,benign
1,1,7,398,1,0,benign,benign
1,1,7,696,0,1,malignant,malignant
1,1,7,499,1,0,benign,benign
1,1,7,327,1,0,benign,benign
1,1,7,633,0,1,malignant,malignant
1,1,7,228,1,0,benign,benign
1,1,7,584,1,0,benign,benign
1,1,7,151,0,1,malignant,malignant
1,1,7,527,1,0,benign,benign
1,1,7,474,1,0,benign,benign
1,1,7,174,0,1,malignant,malignant
1,1,7,411,1,0,benign,benign
1,1,7,43,0.2,0.8,malignant,malignant
1,1,7,204,1,0,benign,benign
1,1,7,95,1,0,benign,benign
1,1,7,211,0,1,malignant,malignant
1,1,7,243,0.8,0.2,benign,benign
1,1,7,290,1,0,benign,benign
1,1,7,128,0,1,malignant,malignant
1,1,7,513,1,0,benign,benign
1,1,7,448,1,0,benign,benign
1,1,7,479,0,1,malignant,malignant
1,1,7,162,1,0,benign,benign
1,1,7,392,1,0,benign,benign
1,1,7,334,0,1,malignant,malignant
1,1,7,528,0.9,0.1,benign,benign
1,1,7,378,1,0,benign,benign
1,1,7,107,0.1,0.9,malignant,malignant
1,1,7,674,1,0,benign,benign
1,1,7,37,0.5,0.5,benign,benign
1,1,7,465,0,1,malignant,malignant
1,1,7,337,1,0,benign,benign
1,1,7,540,1,0,benign,benign
1,1,7,68,0,1,malignant,malignant
1,1,7,567,1,0,benign,benign
1,1,7,613,1,0,benign,benign
1,1,7,487,0,1,malignant,malignant
1,1,7,672,1,0,benign,benign
1,1,7,500,1,0,benign,benign
1,1,7,681,0,1,malignant,malignant
1,1,7,139,1,0,benign,benign
1,1,7,283,0.04,0.96,malignant,malignant
1,1,7,585,1,0,benign,benign
1,1,7,619,1,0,benign,benign
1,1,7,58,0.2,0.8,malignant,malignant
1,1,7,442,1,0,benign,benign
1,1,7,471,1,0,benign,benign
1,1,7,98,0,1,malignant,malignant
1,1,7,551,1,0,benign,benign
1,1,7,393,1,0,benign,benign
1,1,7,366,0,1,malignant,malignant
1,1,7,10,1,0,benign,benign
1,1,7,428,1,0,benign,benign
1,1,7,381,0,1,malignant,malignant
1,1,7,694,1,0,benign,benign
1,1,7,276,1,0,benign,benign
1,1,7,117,0,1,malignant,malignant
1,1,7,562,1,0,benign,benign
1,1,7,388,1,0,benign,benign
1,1,7,105,0.1,0.9,malignant,malignant
1,1,7,315,0.128824,0.871176,malignant,benign
1,1,7,248,1,0,benign,benign
1,2,0,36,0,1,malignant,malignant
1,2,0,645,1,0,benign,benign
1,2,0,252,0.2,0.8,malignant,benign
1,2,0,247,0.6,0.4,benign,malignant
1,2,0,110,0.9,0.1,benign,benign
1,2,0,629,1,0,benign,benign
1,2,0,488,0.3,0.7,malignant,malignant
1,2,0,185,1,0,benign,benign
1,2,0,85,0.1,0.9,malignant,malignant
1,2,0,26,1,0,benign,benign
1,2,0,505,1,0,benign,benign
1,2,0,23,0.3,0.7,malignant,malignant
1,2,0,83,0.9,0.1,benign,benign
1,2,0,176,1,0,benign,benign
1,2,0,336,0,1,malignant,malignant
1,2,0,90,1,0,benign,benign
1,2,0,2,1,0,benign,benign
1,2,0,581,0,1,malignant,malignant
1,2,0,693,1,0,benign,benign
1,2,0,520,0.6,0.4,benign,benign
1,2,0,14,0,1,malignant,malignant
1,2,0,76,1,0,benign,benign
1,2,0,663,1,0,benign,benign
1,2,0,166,0,1,malignant,malignant
1,2,0,338,1,0,benign,benign
1,2,0,389,0.6,0.4,benign,benign
1,2,0,73,0,1,malignant,malignant
1,2,0,580,1,0,benign,benign
1,2,0,544,0.9,0.1,benign,benign
1,2,0,112,0.3,0.7,malignant,malignant
1,2,0,30,1,0,benign,benign
1,2,0,459,1,0,benign,benign
1,2,0,308,0,1,malignant,malignant
1,2,0,307,1,0,benign,benign
1,2,0,172,1,0,benign,benign
1,2,0,515,0.2,0.8,malignant,malignant
1,2,0,601,1,0,benign,benign
1,2,0,493,0,1,malignant,malignant
1,2,0,157,1,0,benign,benign
1,2,0,16,1,0,benign,benign
1,2,0,326,0.7,0.3,benign,malignant
1,2,0,660,1,0,benign,benign
1,2,0,19,0.9,0.1,benign,benign
1,2,0,86,0,1,malignant,malignant
1,2,0,534,1,0,benign,benign
1,2,0,196,0,1,malignant,benign
1,2,0,206,0,1,malignant,malignant
1,2,0,194,1,0,benign,benign
1,2,0,572,1,0,benign,benign
1,2,0,489,0.3,0.7,malignant,malignant
1,2,0,556,0.9,0.1,benign,benign
1,2,0,657,0.1,0.9,malignant,benign
1,2,0,254,0,1,malignant,malignant
1,2,0,429,1,0,benign,benign
1,2,0,452,1,0,benign,benign
1,2,0,288,0.3,0.7,malignant,malignant
1,2,0,115,1,0,benign,benign
1,2,0,638,1,0,benign,benign
1,2,0,222,1,0,benign,malignant
1,2,0,64,1,0,benign,benign
1,2,0,33,1,0,benign,benign
1,2,0,100,0,1,malignant,malignant
1,2,0,589,1,0,benign,benign
1,2,0,82,0.9,0.1,benign,benign
1,2,0,62,0,1,malignant,malignant
1,2,0,168,1,0,benign,benign
1,2,0,436,0.2,0.8,malignant,malignant
1,2,0,444,0.5,0.5,benign,benign
1,2,0,75,0.9,0.1,benign,benign
1,2,0,213,0,1,malignant,malignant
1,2,1,36,0,1,malignant,malignant
1,2,1,645,1,0,benign,benign
1,2,1,252,0.3,0.7,malignant,benign
1,2,1,247,0.1,0.9,malignant,malignant
1,2,1,110,0.3,0.7,malignant,benign
1,2,1,629,1,0,benign,benign
1,2,1,488,0.1,0.9,malignant,malignant
1,2,1,185,1,0,benign,benign
1,2,1,85,0.1,0.9,malignant,malignant
1,2,1,26,1,0,benign,benign
1,2,1,505,0.8,0.2,benign,benign
1,2,1,23,0.1,0.9,malignant,malignant
1,2,1,83,0.8,0.2,benign,benign
1,2,1,176,1,0,benign,benign
1,2,1,336,0,1,malignant,malignant
1,2,1,90,1,0,benign,benign
1,2,1,2,1,0,benign,benign
1,2,1,581,0,1,malignant,malignant
1,2,1,693,1,0,benign,benign
1,2,1,520,1,0,benign,benign
1,2,1,14,0,1,malignant,malignant
1,2,1,76,0.5,0.5,benign,benign
1,2,1,663,1,0,benign,benign
1,2,1,166,0,1,malignant,malignant
1,2,1,338,1,0,benign,benign
1,2,1,389,1,0,benign,benign
1,2,1,73,0,1,malignant,malignant
1,2,1,580,1,0,benign,benign
1,2,1,544,1,0,benign,benign
1,2,1,112,0.1,0.9,malignant,malignant
1,2,1,30,1,0,benign,benign
1,2,1,459,1,0,benign,benign
1,2,1,308,0,1,malignant,malignant
1,2,1,307,1,0,benign,benign
1,2,1,172,1,0,benign,benign
1,2,1,515,0,1,malignant,malignant
1,2,1,601,1,0,benign,benign
1,2,1,493,0,1,malignant,malignant
1,2,1,157,1,0,benign,benign
1,2,1,16,1,0,benign,benign
1,2,1,326,0.6,0.4,benign,malignant
1,2,1,660,1,0,benign,benign
1,2,1,19,1,0,benign,benign
1,2,1,86,0,1,malignant,malignant
1,2,1,534,1,0,benign,benign
1,2,1,196,0,1,malignant,benign
1,2,1,206,0,1,malignant,malignant
1,2,1,194,1,0,benign,benign
1,2,1,572,1,0,benign,benign
1,2,1,489,0.2,0.8,malignant,malignant
1,2,1,556,1,0,benign,benign
1,2,1,657,0.2,0.8,malignant,benign
1,2,1,254,0,1,malignant,malignant
1,2,1,429,1,0,benign,benign
1,2,1,452,1,0,benign,benign
1,2,1,288,0.7,0.3,benign,malignant
1,2,1,115,1,0,benign,benign
1,2,1,638,1,0,benign,benign
1,2,1,222,0.9,0.1,benign,malignant
1,2,1,64,1,0,benign,benign
1,2,1,33,1,0,benign,benign
1,2,1,100,0,1,malignant,malignant
1,2,1,589,1,0,benign,benign
1,2,1,82,1,0,benign,benign
1,2,1,62,0,1,malignant,malignant
1,2,1,168,1,0,benign,benign
1,2,1,436,0.1,0.9,malignant,malignant
1,2,1,444,1,0,benign,benign
1,2,1,75,0.8,0.2,benign,benign
1,2,1,213,0,1,malignant,malignant
1,2,2,36,0.1,0.9,malignant,malignant
1,2,2,645,1,0,benign,benign
1,2,2,252,0.5,0.5,benign,benign
1,2,2,247,0.1,0.9,malignant,malignant
1,2,2,110,0.9,0.1,benign,benign
1,2,2,629,1,0,benign,benign
1,2,2,488,0,1,malignant,malignant
1,2,2,185,1,0,benign,benign
1,2,2,85,0,1,malignant,malignant
1,2,2,26,1,0,benign,benign
1,2,2,505,0.9,0.1,benign,benign
1,2,2,23,0.062097,0.937903,malignant,malignant
1,2,2,83,1,0,benign,benign
1,2,2,176,1,0,benign,benign
1,2,2,336,0,1,malignant,malignant
1,2,2,90,1,0,benign,benign
1,2,2,2,1,0,benign,benign
1,2,2,581,0,1,malignant,malignant
1,2,2,693,1,0,benign,benign
1,2,2,520,1,0,benign,benign
1,2,2,14,0,1,malignant,malignant
1,2,2,76,0.6,0.4,benign,benign
1,2,2,663,1,0,benign,benign
1,2,2,166,0,1,malignant,malignant
1,2,2,338,1,0,benign,benign
1,2,2,389,1,0,benign,benign
1,2,2,73,0,1,malignant,malignant
1,2,2,580,1,0,benign,benign
1,2,2,544,1,0,benign,benign
1,2,2,112,0,1,malignant,malignant
1,2,2,30,1,0,benign,benign
1,2,2,459,1,0,benign,benign
1,2,2,308,0,1,malignant,malignant
1,2,2,307,1,0,benign,benign
1,2,2,172,1,0,benign,benign
1,2,2,515,0,1,malignant,malignant
1,2,2,601,1,0,benign,benign
1,2,2,493,0,1,malignant,malignant
1,2,2,157,1,0,benign,benign
1,2,2,16,1,0,benign,benign
1,2,2,326,0.704545,0.295455,benign,malignant
1,2,2,660,1,0,benign,benign
1,2,2,19,1,0,benign,benign
1,2,2,86,0,1,malignant,malignant
1,2,2,534,1,0,benign,benign
1,2,2,196,0,1,malignant,benign
1,2,2,206,0,1,malignant,malignant
1,2,2,194,1,0,benign,benign
1,2,2,572,1,0,benign,benign
1,2,2,489,0.2,0.8,malignant,malignant
1,2,2,556,1,0,benign,benign
1,2,2,657,0.1,0.9,malignant,benign
1,2,2,254,0,1,malignant,malignant
1,2,2,429,1,0,benign,benign
1,2,2,452,1,0,benign,benign
1,2,2,288,0.4,0.6,malignant,malignant
1,2,2,115,1,0,benign,benign
1,2,2,638,1,0,benign,benign
1,2,2,222,1,0,benign,malignant
1,2,2,64,1,0,benign,benign
1,2,2,33,1,0,benign,benign
1,2,2,100,0,1,malignant,malignant
1,2,2,589,1,0,benign,benign
1,2,2,82,1,0,benign,benign
1,2,2,62,0,1,malignant,malignant
1,2,2,168,1,0,benign,benign
1,2,2,436,0.1,0.9,malignant,malignant
1,2,2,444,1,0,benign,benign
1,2,2,75,0.5,0.5,benign,benign
1,2,2,213,0,1,malignant,malignant
1,2,3,36,0,1,malignant,malignant
1,2,3,645,1,0,benign,benign
1,2,3,252,0,1,malignant,benign
1,2,3,247,0.1,0.9,malignant,malignant
1,2,3,110,0.7,0.3,benign,benign
1,2,3,629,1,0,benign,benign
1,2,3,488,0.3,0.7,malignant,malignant
1,2,3,185,1,0,benign,benign
1,2,3,85,0.1,0.9,malignant,malignant
1,2,3,26,1,0,benign,benign
1,2,3,505,1,0,benign,benign
1,2,3,23,0.086333,0.913667,malignant,malignant
1,2,3,83,1,0,benign,benign
1,2,3,176,1,0,benign,benign
1,2,3,336,0.2,0.8,malignant,malignant
1,2,3,90,1,0,benign,benign
1,2,3,2,1,0,benign,benign
1,2,3,581,0,1,malignant,malignant
1,2,3,693,1,0,benign,benign
1,2,3,520,1,0,benign,benign
1,2,3,14,0,1,malignant,malignant
1,2,3,76,0.9,0.1,benign,benign
1,2,3,663,1,0,benign,benign
1,2,3,166,0.1,0.9,malignant,malignant
1,2,3,338,1,0,benign,benign
1,2,3,389,1,0,benign,benign
1,2,3,73,0.2,0.8,malignant,malignant
1,2,3,580,1,0,benign,benign
1,2,3,544,1,0,benign,benign
1,2,3,112,0.035417,0.964583,malignant,malignant
1,2,3,30,1,0,benign,benign
1,2,3,459,1,0,benign,benign
1,2,3,308,0,1,malignant,malignant
1,2,3,307,1,0,benign,benign
1,2,3,172,1,0,benign,benign
1,2,3,515,0.1,0.9,malignant,malignant
1,2,3,601,1,0,benign,benign
1,2,3,493,0,1,malignant,malignant
1,2,3,157,1,0,benign,benign
1,2,3,16,1,0,benign,benign
1,2,3,326,0.7,0.3,benign,malignant
1,2,3,660,1,0,benign,benign
1,2,3,19,1,0,benign,benign
1,2,3,86,0.2,0.8,malignant,malignant
1,2,3,534,1,0,benign,benign
1,2,3,196,0,1,malignant,benign
1,2,3,206,0,1,malignant,malignant
1,2,3,194,1,0,benign,benign
1,2,3,572,1,0,benign,benign
1,2,3,489,0.2,0.8,malignant,malignant
1,2,3,556,1,0,benign,benign
1,2,3,657,0.8,0.2,benign,benign
1,2,3,254,0,1,malignant,malignant
1,2,3,429,1,0,benign,benign
1,2,3,452,1,0,benign,benign
1,2,3,288,0.6,0.4,benign,malignant
1,2,3,115,1,0,benign,benign
1,2,3,638,1,0,benign,benign
1,2,3,222,1,0,benign,malignant
1,2,3,64,1,0,benign,benign
1,2,3,33,1,0,benign,benign
1,2,3,100,0.2,0.8,malignant,malignant
1,2,3,589,1,0,benign,benign
1,2,3,82,1,0,benign,benign
1,2,3,62,0,1,malignant,malignant
1,2,3,168,1,0,benign,benign
1,2,3,436,0.1,0.9,malignant,malignant
1,2,3,444,1,0,benign,benign
1,2,3,75,0.9,0.1,benign,benign
1,2,3,213,0,1,malignant,malignant
1,2,4,36,0,1,malignant,malignant
1,2,4,645,1,0,benign,benign
1,2,4,252,0,1,malignant,benign
1,2,4,247,0.2,0.8,malignant,malignant
1,2,4,110,0.8,0.2,benign,benign
1,2,4,629,1,0,benign,benign
1,2,4,488,0.3,0.7,malignant,malignant
1,2,4,185,1,0,benign,benign
1,2,4,85,0.225074,0.774926,malignant,malignant
1,2,4,26,1,0,benign,benign
1,2,4,505,1,0,benign,benign
1,2,4,23,0.041026,0.958974,malignant,malignant
1,2,4,83,1,0,benign,benign
1,2,4,176,1,0,benign,benign
1,2,4,336,0,1,malignant,malignant
1,2,4,90,1,0,benign,benign
1,2,4,2,1,0,benign,benign
1,2,4,581,0,1,malignant,malignant
1,2,4,693,1,0,benign,benign
1,2,4,520,1,0,benign,benign
1,2,4,14,0,1,malignant,malignant
1,2,4,76,0.7,0.3,benign,benign
1,2,4,663,1,0,benign,benign
1,2,4,166,0.025074,0.974926,malignant,malignant
1,2,4,338,1,0,benign,benign
1,2,4,389,1,0,benign,benign
1,2,4,73,0,1,malignant,malignant
1,2,4,580,1,0,benign,benign
1,2,4,544,1,0,benign,benign
1,2,4,112,0,1,malignant,malignant
1,2,4,30,1,0,benign,benign
1,2,4,459,1,0,benign,benign
1,2,4,308,0,1,malignant,malignant
1,2,4,307,1,0,benign,benign
1,2,4,172,1,0,benign,benign
1,2,4,515,0.2,0.8,malignant,malignant
1,2,4,601,1,0,benign,benign
1,2,4,493,0,1,malignant,malignant
1,2,4,157,1,0,benign,benign
1,2,4,16,1,0,benign,benign
1,2,4,326,0.201258,0.798742,malignant,malignant
1,2,4,660,1,0,benign,benign
1,2,4,19,1,0,benign,benign
1,2,4,86,0.3,0.7,malignant,malignant
1,2,4,534,1,0,benign,benign
1,2,4,196,0,1,malignant,benign
1,2,4,206,0,1,malignant,malignant
1,2,4,194,1,0,benign,benign
1,2,4,572,1,0,benign,benign
1,2,4,489,0.8,0.2,benign,malignant
1,2,4,556,1,0,benign,benign
1,2,4,657,0.7,0.3,benign,benign
1,2,4,254,0,1,malignant,malignant
1,2,4,429,1,0,benign,benign
1,2,4,452,1,0,benign,benign
1,2,4,288,0.6,0.4,benign,malignant
1,2,4,115,1,0,benign,benign
1,2,4,638,1,0,benign,benign
1,2,4,222,1,0,benign,malignant
1,2,4,64,1,0,benign,benign
1,2,4,33,1,0,benign,benign
1,2,4,100,0.1,0.9,malignant,malignant
1,2,4,589,1,0,benign,benign
1,2,4,82,1,0,benign,benign
1,2,4,62,0,1,malignant,malignant
1,2,4,168,1,0,benign,benign
1,2,4,436,0.2,0.8,malignant,malignant
1,2,4,444,0.8,0.2,benign,benign
1,2,4,75,1,0,benign,benign
1,2,4,213,0,1,malignant,malignant
1,2,5,36,0,1,malignant,malignant
1,2,5,645,1,0,benign,benign
1,2,5,252,0.2,0.8,malignant,benign
1,2,5,247,0.1,0.9,malignant,malignant
1,2,5,110,0.9,0.1,benign,benign
1,2,5,629,1,0,benign,benign
1,2,5,488,0.4,0.6,malignant,malignant
1,2,5,185,1,0,benign,benign
1,2,5,85,0,1,malignant,malignant
1,2,5,26,1,0,benign,benign
1,2,5,505,1,0,benign,benign
1,2,5,23,0.038696,0.961304,malignant,malignant
1,2,5,83,1,0,benign,benign
1,2,5,176,1,0,benign,benign
1,2,5,336,0.4,0.6,malignant,malignant
1,2,5,90,1,0,benign,benign
1,2,5,2,1,0,benign,benign
1,2,5,581,0,1,malignant,malignant
1,2,5,693,1,0,benign,benign
1,2,5,520,1,0,benign,benign
1,2,5,14,0.2,0.8,malignant,malignant
1,2,5,76,0.9,0.1,benign,benign
1,2,5,663,1,0,benign,benign
1,2,5,166,0.1,0.9,malignant,malignant
1,2,5,338,1,0,benign,benign
1,2,5,389,1,0,benign,benign
1,2,5,73,0.1,0.9,malignant,malignant
1,2,5,580,1,0,benign,benign
1,2,5,544,1,0,benign,benign
1,2,5,112,0,1,malignant,malignant
1,2,5,30,1,0,benign,benign
1,2,5,459,1,0,benign,benign
1,2,5,308,0,1,malignant,malignant
1,2,5,307,1,0,benign,benign
1,2,5,172,1,0,benign,benign
1,2,5,515,0.2,0.8,malignant,malignant
1,2,5,601,1,0,benign,benign
1,2,5,493,0,1,malignant,malignant
1,2,5,157,1,0,benign,benign
1,2,5,16,1,0,benign,benign
1,2,5,326,0.4,0.6,malignant,malignant
1,2,5,660,1,0,benign,benign
1,2,5,19,1,0,benign,benign
1,2,5,86,0,1,malignant,malignant
1,2,5,534,1,0,benign,benign
1,2,5,196,0,1,malignant,benign
1,2,5,206,0,1,malignant,malignant
1,2,5,194,1,0,benign,benign
1,2,5,572,1,0,benign,benign
1,2,5,489,0.5,0.5,benign,malignant
1,2,5,556,1,0,benign,benign
1,2,5,657,0.6,0.4,benign,benign
1,2,5,254,0,1,malignant,malignant
1,2,5,429,1,0,benign,benign
1,2,5,452,1,0,benign,benign
1,2,5,288,0.41362,0.58638,malignant,malignant
1,2,5,115,1,0,benign,benign
1,2,5,638,1,0,benign,benign
1,2,5,222,0.9,0.1,benign,malignant
1,2,5,64,1,0,benign,benign
1,2,5,33,1,0,benign,benign
1,2,5,100,0,1,malignant,malignant
1,2,5,589,1,0,benign,benign
1,2,5,82,1,0,benign,benign
1,2,5,62,0,1,malignant,malignant
1,2,5,168,1,0,benign,benign
1,2,5,436,0.291488,0.708512,malignant,malignant
1,2,5,444,1,0,benign,benign
1,2,5,75,0.9,0.1,benign,benign
1,2,5,213,0,1,malignant,malignant
1,2,6,36,0,1,malignant,malignant
1,2,6,645,1,0,benign,benign
1,2,6,252,0.2,0.8,malignant,benign
1,2,6,247,0,1,malignant,malignant
1,2,6,110,0.721667,0.278333,benign,benign
1,2,6,629,1,0,benign,benign
1,2,6,488,0.527419,0.472581,benign,malignant
1,2,6,185,1,0,benign,benign
1,2,6,85,0.3,0.7,malignant,malignant
1,2,6,26,1,0,benign,benign
1,2,6,505,1,0,benign,benign
1,2,6,23,0.150559,0.849441,malignant,malignant
1,2,6,83,1,0,benign,benign
1,2,6,176,1,0,benign,benign
1,2,6,336,0.4,0.6,malignant,malignant
1,2,6,90,1,0,benign,benign
1,2,6,2,1,0,benign,benign
1,2,6,581,0,1,malignant,malignant
1,2,6,693,1,0,benign,benign
1,2,6,520,1,0,benign,benign
1,2,6,14,0.1,0.9,malignant,malignant
1,2,6,76,1,0,benign,benign
1,2,6,663,1,0,benign,benign
1,2,6,166,0.3,0.7,malignant,malignant
1,2,6,338,1,0,benign,benign
1,2,6,389,1,0,benign,benign
1,2,6,73,0.2,0.8,malignant,malignant
1,2,6,580,1,0,benign,benign
1,2,6,544,1,0,benign,benign
1,2,6,112,0,1,malignant,malignant
1,2,6,30,1,0,benign,benign
1,2,6,459,1,0,benign,benign
1,2,6,308,0,1,malignant,malignant
1,2,6,307,1,0,benign,benign
1,2,6,172,1,0,benign,benign
1,2,6,515,0.1,0.9,malignant,malignant
1,2,6,601,1,0,benign,benign
1,2,6,493,0,1,malignant,malignant
1,2,6,157,1,0,benign,benign
1,2,6,16,1,0,benign,benign
1,2,6,326,0.4,0.6,malignant,malignant
1,2,6,660,1,0,benign,benign
1,2,6,19,1,0,benign,benign
1,2,6,86,0.2,0.8,malignant,malignant
1,2,6,534,1,0,benign,benign
1,2,6,196,0,1,malignant,benign
1,2,6,206,0,1,malignant,malignant
1,2,6,194,1,0,benign,benign
1,2,6,572,1,0,benign,benign
1,2,6,489,0.70942,0.29058,benign,malignant
1,2,6,556,1,0,benign,benign
1,2,6,657,0.6,0.4,benign,benign
1,2,6,254,0.1,0.9,malignant,malignant
1,2,6,429,1,0,benign,benign
1,2,6,452,1,0,benign,benign
1,2,6,288,0.70942,0.29058,benign,malignant
1,2,6,115,1,0,benign,benign
1,2,6,638,1,0,benign,benign
1,2,6,222,0.9,0.1,benign,malignant
1,2,6,64,1,0,benign,benign
1,2,6,33,1,0,benign,benign
1,2,6,100,0,1,malignant,malignant
1,2,6,589,1,0,benign,benign
1,2,6,82,1,0,benign,benign
1,2,6,62,0.1,0.9,malignant,malignant
1,2,6,168,1,0,benign,benign
1,2,6,436,0.1,0.9,malignant,malignant
1,2,6,444,1,0,benign,benign
1,2,6,75,1,0,benign,benign
1,2,6,213,0,1,malignant,malignant
1,2,7,36,0,1,malignant,malignant
1,2,7,645,1,0,benign,benign
1,2,7,252,0.2,0.8,malignant,benign
1,2,7,247,0.2,0.8,malignant,malignant
1,2,7,110,0.8,0.2,benign,benign
1,2,7,629,1,0,benign,benign
1,2,7,488,0.4,0.6,malignant,malignant
1,2,7,185,1,0,benign,benign
1,2,7,85,0.1,0.9,malignant,malignant
1,2,7,26,1,0,benign,benign
1,2,7,505,1,0,benign,benign
1,2,7,23,0.091566,0.908434,malignant,malignant
1,2,7,83,0.9,0.1,benign,benign
1,2,7,176,1,0,benign,benign
1,2,7,336,0.1,0.9,malignant,malignant
1,2,7,90,1,0,benign,benign
1,2,7,2,1,0,benign,benign
1,2,7,581,0,1,malignant,malignant
1,2,7,693,1,0,benign,benign
1,2,7,520,1,0,benign,benign
1,2,7,14,0,1,malignant,malignant
1,2,7,76,1,0,benign,benign
1,2,7,663,1,0,benign,benign
1,2,7,166,0,1,malignant,malignant
1,2,7,338,1,0,benign,benign
1,2,7,389,1,0,benign,benign
1,2,7,73,0,1,malignant,malignant
1,2,7,580,1,0,benign,benign
1,2,7,544,0.9,0.1,benign,benign
1,2,7,112,0,1,malignant,malignant
1,2,7,30,1,0,benign,benign
1,2,7,459,1,0,benign,benign
1,2,7,308,0,1,malignant,malignant
1,2,7,307,1,0,benign,benign
1,2,7,172,1,0,benign,benign
1,2,7,515,0,1,malignant,malignant
1,2,7,601,1,0,benign,benign
1,2,7,493,0,1,malignant,malignant
1,2,7,157,1,0,benign,benign
1,2,7,16,1,0,benign,benign
1,2,7,326,0.3,0.7,malignant,malignant
1,2,7,660,1,0,benign,benign
1,2,7,19,1,0,benign,benign
1,2,7,86,0.2,0.8,malignant,malignant
1,2,7,534,1,0,benign,benign
1,2,7,196,0.1,0.9,malignant,benign
1,2,7,206,0.2,0.8,malignant,malignant
1,2,7,194,1,0,benign,benign
1,2,7,572,1,0,benign,benign
1,2,7,489,0.6,0.4,benign,malignant
1,2,7,556,1,0,benign,benign
1,2,7,657,0.5,0.5,benign,benign
1,2,7,254,0.2,0.8,malignant,malignant
1,2,7,429,1,0,benign,benign
1,2,7,452,1,0,benign,benign
1,2,7,288,0.1,0.9,malignant,malignant
1,2,7,115,1,0,benign,benign
1,2,7,638,1,0,benign,benign
1,2,7,222,1,0,benign,malignant
1,2,7,64,1,0,benign,benign
1,2,7,33,1,0,benign,benign
1,2,7,100,0,1,malignant,malignant
1,2,7,589,1,0,benign,benign
1,2,7,82,1,0,benign,benign
1,2,7,62,0.2,0.8,malignant,malignant
1,2,7,168,1,0,benign,benign
1,2,7,436,0.2,0.8,malignant,malignant
1,2,7,444,1,0,benign,benign
1,2,7,75,0.9,0.1,benign,benign
1,2,7,213,0,1,malignant,malignant
1,3,0,529,1,0,benign,benign
1,3,0,195,1,0,benign,benign
1,3,0,238,0,1,malignant,malignant
1,3,0,72,0.6,0.4,benign,benign
1,3,0,216,1,0,benign,benign
1,3,0,482,0,1,malignant,malignant
1,3,0,354,1,0,benign,benign
1,3,0,13,1,0,benign,benign
1,3,0,466,0,1,malignant,malignant
1,3,0,22,1,0,benign,benign
1,3,0,641,1,0,benign,benign
1,3,0,292,0.3,0.7,malignant,malignant
1,3,0,382,0.9,0.1,benign,benign
1,3,0,690,1,0,benign,benign
1,3,0,455,0.9,0.1,benign,malignant
1,3,0,119,1,0,benign,benign
1,3,0,666,0.9,0.1,benign,benign
1,3,0,658,0,1,malignant,malignant
1,3,0,423,1,0,benign,benign
1,3,0,496,1,0,benign,benign
1,3,0,328,0.1,0.9,malignant,malignant
1,3,0,156,1,0,benign,benign
1,3,0,385,0.5,0.5,benign,benign
1,3,0,590,0,1,malignant,malignant
1,3,0,269,1,0,benign,benign
1,3,0,55,0,1,malignant,malignant
1,3,0,6,1,0,benign,benign
1,3,0,232,0,1,malignant,benign
1,3,0,101,0.9,0.1,benign,malignant
1,3,0,147,0.6,0.4,benign,benign
1,3,0,475,1,0,benign,benign
1,3,0,25,0.8,0.2,benign,malignant
1,3,0,618,1,0,benign,benign
1,3,0,318,0.6,0.4,benign,benign
1,3,0,514,0,1,malignant,malignant
1,3,0,521,0.6,0.4,benign,benign
1,3,0,154,1,0,benign,benign
1,3,0,299,0.1,0.9,malignant,malignant
1,3,0,454,0.6,0.4,benign,benign
1,3,0,432,1,0,benign,benign
1,3,0,421,0,1,malignant,malignant
1,3,0,490,1,0,benign,benign
1,3,0,169,1,0,benign,benign
1,3,0,186,0,1,malignant,malignant
1,3,0,371,1,0,benign,benign
1,3,0,649,1,0,benign,benign
1,3,0,386,0.2,0.8,malignant,malignant
1,3,0,1,0.2,0.8,malignant,benign
1,3,0,686,1,0,benign,benign
1,3,0,668,0.2,0.8,malignant,malignant
1,3,0,161,1,0,benign,benign
1,3,0,114,0.9,0.1,benign,benign
1,3,0,15,0,1,malignant,malignant
1,3,0,362,0.6,0.4,benign,benign
1,3,0,425,0,1,malignant,malignant
1,3,0,502,1,0,benign,benign
1,3,0,622,0.7,0.3,benign,benign
1,3,0,231,0,1,malignant,malignant
1,3,0,150,1,0,benign,benign
1,3,0,351,1,0,benign,benign
1,3,0,457,0,1,malignant,malignant
1,3,0,197,0.9,0.1,benign,benign
1,3,0,682,0.9,0.1,benign,benign
1,3,0,522,0,1,malignant,malignant
1,3,0,9,1,0,benign,benign
1,3,0,552,0.8,0.2,benign,benign
1,3,0,467,0,1,malignant,malignant
1,3,0,678,1,0,benign,benign
1,3,0,322,1,0,benign,benign
1,3,0,367,0,1,malignant,malignant
1,3,1,529,1,0,benign,benign
1,3,1,195,1,0,benign,benign
1,3,1,238,0,1,malignant,malignant
1,3,1,72,0.3,0.7,malignant,benign
1,3,1,216,1,0,benign,benign
1,3,1,482,0,1,malignant,malignant
1,3,1,354,1,0,benign,benign
1,3,1,13,1,0,benign,benign
1,3,1,466,0,1,malignant,malignant
1,3,1,22,1,0,benign,benign
1,3,1,641,1,0,benign,benign
1,3,1,292,0.1,0.9,malignant,malignant
1,3,1,382,1,0,benign,benign
1,3,1,690,1,0,benign,benign
1,3,1,455,0.8,0.2,benign,malignant
1,3,1,119,1,0,benign,benign
1,3,1,666,1,0,benign,benign
1,3,1,658,0,1,malignant,malignant
1,3,1,423,1,0,benign,benign
1,3,1,496,1,0,benign,benign
1,3,1,328,0.2,0.8,malignant,malignant
1,3,1,156,1,0,benign,benign
1,3,1,385,0.6,0.4,benign,benign
1,3,1,590,0.1,0.9,malignant,malignant
1,3,1,269,1,0,benign,benign
1,3,1,55,0,1,malignant,malignant
1,3,1,6,1,0,benign,benign
1,3,1,232,0,1,malignant,benign
1,3,1,101,0.2,0.8,malignant,malignant
1,3,1,147,1,0,benign,benign
1,3,1,475,1,0,benign,benign
1,3,1,25,0.9,0.1,benign,malignant
1,3,1,618,1,0,benign,benign
1,3,1,318,1,0,benign,benign
1,3,1,514,0,1,malignant,malignant
1,3,1,521,1,0,benign,benign
1,3,1,154,1,0,benign,benign
1,3,1,299,0.6,0.4,benign,malignant
1,3,1,454,0.7,0.3,benign,benign
1,3,1,432,1,0,benign,benign
1,3,1,421,0,1,malignant,malignant
1,3,1,490,1,0,benign,benign
1,3,1,169,1,0,benign,benign
1,3,1,186,0,1,malignant,malignant
1,3,1,371,1,0,benign,benign
1,3,1,649,1,0,benign,benign
1,3,1,386,0.1,0.9,malignant,malignant
1,3,1,1,0,1,malignant,benign
1,3,1,686,1,0,benign,benign
1,3,1,668,0.2,0.8,malignant,malignant
1,3,1,161,1,0,benign,benign
1,3,1,114,0.6,0.4,benign,benign
1,3,1,15,0,1,malignant,malignant
1,3,1,362,0.9,0.1,benign,benign
1,3,1,425,0,1,malignant,malignant
1,3,1,502,1,0,benign,benign
1,3,1,622,0.8,0.2,benign,benign
1,3,1,231,0,1,malignant,malignant
1,3,1,150,1,0,benign,benign
1,3,1,351,1,0,benign,benign
1,3,1,457,0,1,malignant,malignant
1,3,1,197,1,0,benign,benign
1,3,1,682,1,0,benign,benign
1,3,1,522,0,1,malignant,malignant
1,3,1,9,1,0,benign,benign
1,3,1,552,0.8,0.2,benign,benign
1,3,1,467,0,1,malignant,malignant
1,3,1,678,1,0,benign,benign
1,3,1,322,1,0,benign,benign
1,3,1,367,0,1,malignant,malignant
1,3,2,529,1,0,benign,benign
1,3,2,195,1,0,benign,benign
1,3,2,238,0,1,malignant,malignant
1,3,2,72,0.4,0.6,malignant,benign
1,3,2,216,1,0,benign,benign
1,3,2,482,0,1,malignant,malignant
1,3,2,354,1,0,benign,benign
1,3,2,13,1,0,benign,benign
1,3,2,466,0,1,malignant,malignant
1,3,2,22,1,0,benign,benign
1,3,2,641,1,0,benign,benign
1,3,2,292,0.062097,0.937903,malignant,malignant
1,3,2,382,1,0,benign,benign
1,3,2,690,1,0,benign,benign
1,3,2,455,0.8,0.2,benign,malignant
1,3,2,119,1,0,benign,benign
1,3,2,666,1,0,benign,benign
1,3,2,658,0,1,malignant,malignant
1,3,2,423,1,0,benign,benign
1,3,2,496,1,0,benign,benign
1,3,2,328,0.3,0.7,malignant,malignant
1,3,2,156,1,0,benign,benign
1,3,2,385,0.7,0.3,benign,benign
1,3,2,590,0.1,0.9,malignant,malignant
1,3,2,269,1,0,benign,benign
1,3,2,55,0,1,malignant,malignant
1,3,2,6,0.904545,0.095455,benign,benign
1,3,2,232,0.1,0.9,malignant,benign
1,3,2,101,0.3,0.7,malignant,malignant
1,3,2,147,1,0,benign,benign
1,3,2,475,1,0,benign,benign
1,3,2,25,1,0,benign,malignant
1,3,2,618,1,0,benign,benign
1,3,2,318,0.9,0.1,benign,benign
1,3,2,514,0,1,malignant,malignant
1,3,2,521,1,0,benign,benign
1,3,2,154,1,0,benign,benign
1,3,2,299,0.104545,0.895455,malignant,malignant
1,3,2,454,1,0,benign,benign
1,3,2,432,1,0,benign,benign
1,3,2,421,0,1,malignant,malignant
1,3,2,490,1,0,benign,benign
1,3,2,169,1,0,benign,benign
1,3,2,186,0.1,0.9,malignant,malignant
1,3,2,371,1,0,benign,benign
1,3,2,649,1,0,benign,benign
1,3,2,386,0,1,malignant,malignant
1,3,2,1,0,1,malignant,benign
1,3,2,686,1,0,benign,benign
1,3,2,668,0.1,0.9,malignant,malignant
1,3,2,161,1,0,benign,benign
1,3,2,114,0.6,0.4,benign,benign
1,3,2,15,0.1,0.9,malignant,malignant
1,3,2,362,0.8,0.2,benign,benign
1,3,2,425,0,1,malignant,malignant
1,3,2,502,1,0,benign,benign
1,3,2,622,0.8,0.2,benign,benign
1,3,2,231,0,1,malignant,malignant
1,3,2,150,1,0,benign,benign
1,3,2,351,1,0,benign,benign
1,3,2,457,0,1,malignant,malignant
1,3,2,197,1,0,benign,benign
1,3,2,682,1,0,benign,benign
1,3,2,522,0,1,malignant,malignant
1,3,2,9,1,0,benign,benign
1,3,2,552,0.5,0.5,benign,benign
1,3,2,467,0,1,malignant,malignant
1,3,2,678,1,0,benign,benign
1,3,2,322,1,0,benign,benign
1,3,2,367,0,1,malignant,malignant
1,3,3,529,1,0,benign,benign
1,3,3,195,1,0,benign,benign
1,3,3,238,0,1,malignant,malignant
1,3,3,72,0.6,0.4,benign,benign
1,3,3,216,1,0,benign,benign
1,3,3,482,0,1,malignant,malignant
1,3,3,354,1,0,benign,benign
1,3,3,13,1,0,benign,benign
1,3,3,466,0,1,malignant,malignant
1,3,3,22,1,0,benign,benign
1,3,3,641,1,0,benign,benign
1,3,3,292,0,1,malignant,malignant
1,3,3,382,0.8,0.2,benign,benign
1,3,3,690,1,0,benign,benign
1,3,3,455,0.5,0.5,benign,malignant
1,3,3,119,1,0,benign,benign
1,3,3,666,0.8,0.2,benign,benign
1,3,3,658,0,1,malignant,malignant
1,3,3,423,1,0,benign,benign
1,3,3,496,1,0,benign,benign
1,3,3,328,0.1,0.9,malignant,malignant
1,3,3,156,0.8,0.2,benign,benign
1,3,3,385,0.6,0.4,benign,benign
1,3,3,590,0.1,0.9,malignant,malignant
1,3,3,269,1,0,benign,benign
1,3,3,55,0,1,malignant,malignant
1,3,3,6,1,0,benign,benign
1,3,3,232,0,1,malignant,benign
1,3,3,101,0.6,0.4,benign,malignant
1,3,3,147,1,0,benign,benign
1,3,3,475,1,0,benign,benign
1,3,3,25,0.7,0.3,benign,malignant
1,3,3,618,1,0,benign,benign
1,3,3,318,0.9,0.1,benign,benign
1,3,3,514,0,1,malignant,malignant
1,3,3,521,1,0,benign,benign
1,3,3,154,1,0,benign,benign
1,3,3,299,0.3,0.7,malignant,malignant
1,3,3,454,0.9,0.1,benign,benign
1,3,3,432,1,0,benign,benign
1,3,3,421,0,1,malignant,malignant
1,3,3,490,1,0,benign,benign
1,3,3,169,1,0,benign,benign
1,3,3,186,0.1,0.9,malignant,malignant
1,3,3,371,1,0,benign,benign
1,3,3,649,1,0,benign,benign
1,3,3,386,0,1,malignant,malignant
1,3,3,1,0,1,malignant,benign
1,3,3,686,1,0,benign,benign
1,3,3,668,0.1,0.9,malignant,malignant
1,3,3,161,1,0,benign,benign
1,3,3,114,0.6,0.4,benign,benign
1,3,3,15,0,1,malignant,malignant
1,3,3,362,0.5,0.5,benign,benign
1,3,3,425,0,1,malignant,malignant
1,3,3,502,1,0,benign,benign
1,3,3,622,0.8,0.2,benign,benign
1,3,3,231,0,1,malignant,malignant
1,3,3,150,1,0,benign,benign
1,3,3,351,1,0,benign,benign
1,3,3,457,0,1,malignant,malignant
1,3,3,197,1,0,benign,benign
1,3,3,682,1,0,benign,benign
1,3,3,522,0,1,malignant,malignant
1,3,3,9,1,0,benign,benign
1,3,3,552,0.8,0.2,benign,benign
1,3,3,467,0,1,malignant,malignant
1,3,3,678,1,0,benign,benign
1,3,3,322,1,0,benign,benign
1,3,3,367,0,1,malignant,malignant
1,3,4,529,1,0,benign,benign
1,3,4,195,1,0,benign,benign
1,3,4,238,0,1,malignant,malignant
1,3,4,72,0.6,0.4,benign,benign
1,3,4,216,1,0,benign,benign
1,3,4,482,0,1,malignant,malignant
1,3,4,354,1,0,benign,benign
1,3,4,13,1,0,benign,benign
1,3,4,466,0.1,0.9,malignant,malignant
1,3,4,22,1,0,benign,benign
1,3,4,641,1,0,benign,benign
1,3,4,292,0,1,malignant,malignant
1,3,4,382,1,0,benign,benign
1,3,4,690,1,0,benign,benign
1,3,4,455,0.7,0.3,benign,malignant
1,3,4,119,1,0,benign,benign
1,3,4,666,1,0,benign,benign
1,3,4,658,0,1,malignant,malignant
1,3,4,423,1,0,benign,benign
1,3,4,496,1,0,benign,benign
1,3,4,328,0.1,0.9,malignant,malignant
1,3,4,156,1,0,benign,benign
1,3,4,385,0.9,0.1,benign,benign
1,3,4,590,0.2,0.8,malignant,malignant
1,3,4,269,1,0,benign,benign
1,3,4,55,0,1,malignant,malignant
1,3,4,6,1,0,benign,benign
1,3,4,232,0,1,malignant,benign
1,3,4,101,0.4,0.6,malignant,malignant
1,3,4,147,1,0,benign,benign
1,3,4,475,1,0,benign,benign
1,3,4,25,0.3,0.7,malignant,malignant
1,3,4,618,1,0,benign,benign
1,3,4,318,0.9,0.1,benign,benign
1,3,4,514,0,1,malignant,malignant
1,3,4,521,1,0,benign,benign
1,3,4,154,1,0,benign,benign
1,3,4,299,0,1,malignant,malignant
1,3,4,454,0.9,0.1,benign,benign
1,3,4,432,1,0,benign,benign
1,3,4,421,0,1,malignant,malignant
1,3,4,490,1,0,benign,benign
1,3,4,169,1,0,benign,benign
1,3,4,186,0.2,0.8,malignant,malignant
1,3,4,371,1,0,benign,benign
1,3,4,649,1,0,benign,benign
1,3,4,386,0,1,malignant,malignant
1,3,4,1,0.3,0.7,malignant,benign
1,3,4,686,1,0,benign,benign
1,3,4,668,0.4,0.6,malignant,malignant
1,3,4,161,1,0,benign,benign
1,3,4,114,0.9,0.1,benign,benign
1,3,4,15,0.1,0.9,malignant,malignant
1,3,4,362,1,0,benign,benign
1,3,4,425,0,1,malignant,malignant
1,3,4,502,1,0,benign,benign
1,3,4,622,0.9,0.1,benign,benign
1,3,4,231,0,1,malignant,malignant
1,3,4,150,1,0,benign,benign
1,3,4,351,1,0,benign,benign
1,3,4,457,0,1,malignant,malignant
1,3,4,197,1,0,benign,benign
1,3,4,682,1,0,benign,benign
1,3,4,522,0.1,0.9,malignant,malignant
1,3,4,9,1,0,benign,benign
1,3,4,552,1,0,benign,benign
1,3,4,467,0.1,0.9,malignant,malignant
1,3,4,678,1,0,benign,benign
1,3,4,322,1,0,benign,benign
1,3,4,367,0,1,malignant,malignant
1,3,5,529,1,0,benign,benign
1,3,5,195,1,0,benign,benign
1,3,5,238,0,1,malignant,malignant
1,3,5,72,0.7,0.3,benign,benign
1,3,5,216,1,0,benign,benign
1,3,5,482,0,1,malignant,malignant
1,3,5,354,1,0,benign,benign
1,3,5,13,1,0,benign,benign
1,3,5,466,0,1,malignant,malignant
1,3,5,22,1,0,benign,benign
1,3,5,641,1,0,benign,benign
1,3,5,292,0,1,malignant,malignant
1,3,5,382,1,0,benign,benign
1,3,5,690,1,0,benign,benign
1,3,5,455,0.7,0.3,benign,malignant
1,3,5,119,1,0,benign,benign
1,3,5,666,1,0,benign,benign
1,3,5,658,0,1,malignant,malignant
1,3,5,423,1,0,benign,benign
1,3,5,496,1,0,benign,benign
1,3,5,328,0.4,0.6,malignant,malignant
1,3,5,156,1,0,benign,benign
1,3,5,385,1,0,benign,benign
1,3,5,590,0.3,0.7,malignant,malignant
1,3,5,269,1,0,benign,benign
1,3,5,55,0,1,malignant,malignant
1,3,5,6,1,0,benign,benign
1,3,5,232,0.1,0.9,malignant,benign
1,3,5,101,0.2,0.8,malignant,malignant
1,3,5,147,1,0,benign,benign
1,3,5,475,1,0,benign,benign
1,3,5,25,0.53578,0.46422,benign,malignant
1,3,5,618,1,0,benign,benign
1,3,5,318,0.9,0.1,benign,benign
1,3,5,514,0.2,0.8,malignant,malignant
1,3,5,521,1,0,benign,benign
1,3,5,154,1,0,benign,benign
1,3,5,299,0.1,0.9,malignant,malignant
1,3,5,454,1,0,benign,benign
1,3,5,432,1,0,benign,benign
1,3,5,421,0,1,malignant,malignant
1,3,5,490,1,0,benign,benign
1,3,5,169,1,0,benign,benign
1,3,5,186,0.2,0.8,malignant,malignant
1,3,5,371,1,0,benign,benign
1,3,5,649,1,0,benign,benign
1,3,5,386,0.1,0.9,malignant,malignant
1,3,5,1,0.1,0.9,malignant,benign
1,3,5,686,1,0,benign,benign
1,3,5,668,0.1,0.9,malignant,malignant
1,3,5,161,1,0,benign,benign
1,3,5,114,0.9,0.1,benign,benign
1,3,5,15,0.2,0.8,malignant,malignant
1,3,5,362,1,0,benign,benign
1,3,5,425,0,1,malignant,malignant
1,3,5,502,1,0,benign,benign
1,3,5,622,1,0,benign,benign
1,3,5,231,0,1,malignant,malignant
1,3,5,150,1,0,benign,benign
1,3,5,351,1,0,benign,benign
1,3,5,457,0,1,malignant,malignant
1,3,5,197,1,0,benign,benign
1,3,5,682,1,0,benign,benign
1,3,5,522,0,1,malignant,malignant
1,3,5,9,1,0,benign,benign
1,3,5,552,0.9,0.1,benign,benign
1,3,5,467,0.2375,0.7625,malignant,malignant
1,3,5,678,1,0,benign,benign
1,3,5,322,1,0,benign,benign
1,3,5,367,0,1,malignant,malignant
1,3,6,529,1,0,benign,benign
1,3,6,195,1,0,benign,benign
1,3,6,238,0,1,malignant,malignant
1,3,6,72,0.7,0.3,benign,benign
1,3,6,216,1,0,benign,benign
1,3,6,482,0,1,malignant,malignant
1,3,6,354,1,0,benign,benign
1,3,6,13,1,0,benign,benign
1,3,6,466,0,1,malignant,malignant
1,3,6,22,1,0,benign,benign
1,3,6,641,1,0,benign,benign
1,3,6,292,0.002542,0.997458,malignant,malignant
1,3,6,382,1,0,benign,benign
1,3,6,690,1,0,benign,benign
1,3,6,455,0.4,0.6,malignant,malignant
1,3,6,119,1,0,benign,benign
1,3,6,666,1,0,benign,benign
1,3,6,658,0,1,malignant,malignant
1,3,6,423,1,0,benign,benign
1,3,6,496,1,0,benign,benign
1,3,6,328,0.3,0.7,malignant,malignant
1,3,6,156,1,0,benign,benign
1,3,6,385,1,0,benign,benign
1,3,6,590,0.021088,0.978912,malignant,malignant
1,3,6,269,1,0,benign,benign
1,3,6,55,0.1,0.9,malignant,malignant
1,3,6,6,0.90405,0.09595,benign,benign
1,3,6,232,0.121088,0.878912,malignant,benign
1,3,6,101,0.5,0.5,benign,malignant
1,3,6,147,1,0,benign,benign
1,3,6,475,1,0,benign,benign
1,3,6,25,0.3,0.7,malignant,malignant
1,3,6,618,1,0,benign,benign
1,3,6,318,1,0,benign,benign
1,3,6,514,0.2,0.8,malignant,malignant
1,3,6,521,1,0,benign,benign
1,3,6,154,1,0,benign,benign
1,3,6,299,0,1,malignant,malignant
1,3,6,454,1,0,benign,benign
1,3,6,432,1,0,benign,benign
1,3,6,421,0,1,malignant,malignant
1,3,6,490,1,0,benign,benign
1,3,6,169,1,0,benign,benign
1,3,6,186,0,1,malignant,malignant
1,3,6,371,1,0,benign,benign
1,3,6,649,1,0,benign,benign
1,3,6,386,0,1,malignant,malignant
1,3,6,1,0.316667,0.683333,malignant,benign
1,3,6,686,1,0,benign,benign
1,3,6,668,0.2,0.8,malignant,malignant
1,3,6,161,1,0,benign,benign
1,3,6,114,0.8,0.2,benign,benign
1,3,6,15,0.221088,0.778912,malignant,malignant
1,3,6,362,0.9,0.1,benign,benign
1,3,6,425,0,1,malignant,malignant
1,3,6,502,1,0,benign,benign
1,3,6,622,0.8,0.2,benign,benign
1,3,6,231,0.1,0.9,malignant,malignant
1,3,6,150,1,0,benign,benign
1,3,6,351,1,0,benign,benign
1,3,6,457,0,1,malignant,malignant
1,3,6,197,1,0,benign,benign
1,3,6,682,1,0,benign,benign
1,3,6,522,0.1,0.9,malignant,malignant
1,3,6,9,1,0,benign,benign
1,3,6,552,1,0,benign,benign
1,3,6,467,0.4,0.6,malignant,malignant
1,3,6,678,1,0,benign,benign
1,3,6,322,1,0,benign,benign
1,3,6,367,0,1,malignant,malignant
1,3,7,529,1,0,benign,benign
1,3,7,195,1,0,benign,benign
1,3,7,238,0,1,malignant,malignant
1,3,7,72,0.5,0.5,benign,benign
1,3,7,216,1,0,benign,benign
1,3,7,482,0,1,malignant,malignant
1,3,7,354,1,0,benign,benign
1,3,7,13,1,0,benign,benign
1,3,7,466,0.1,0.9,malignant,malignant
1,3,7,22,1,0,benign,benign
1,3,7,641,1,0,benign,benign
1,3,7,292,0.02218,0.97782,malignant,malignant
1,3,7,382,1,0,benign,benign
1,3,7,690,1,0,benign,benign
1,3,7,455,0.6,0.4,benign,malignant
1,3,7,119,1,0,benign,benign
1,3,7,666,1,0,benign,benign
1,3,7,658,0,1,malignant,malignant
1,3,7,423,1,0,benign,benign
1,3,7,496,1,0,benign,benign
1,3,7,328,0.2,0.8,malignant,malignant
1,3,7,156,1,0,benign,benign
1,3,7,385,1,0,benign,benign
1,3,7,590,0.5,0.5,benign,malignant
1,3,7,269,1,0,benign,benign
1,3,7,55,0,1,malignant,malignant
1,3,7,6,1,0,benign,benign
1,3,7,232,0.3,0.7,malignant,benign
1,3,7,101,0.4,0.6,malignant,malignant
1,3,7,147,1,0,benign,benign
1,3,7,475,1,0,benign,benign
1,3,7,25,0.5,0.5,benign,malignant
1,3,7,618,1,0,benign,benign
1,3,7,318,1,0,benign,benign
1,3,7,514,0.042857,0.957143,malignant,malignant
1,3,7,521,1,0,benign,benign
1,3,7,154,1,0,benign,benign
1,3,7,299,0.1,0.9,malignant,malignant
1,3,7,454,1,0,benign,benign
1,3,7,432,1,0,benign,benign
1,3,7,421,0,1,malignant,malignant
1,3,7,490,1,0,benign,benign
1,3,7,169,1,0,benign,benign
1,3,7,186,0,1,malignant,malignant
1,3,7,371,1,0,benign,benign
1,3,7,649,1,0,benign,benign
1,3,7,386,0,1,malignant,malignant
1,3,7,1,0.135264,0.864736,malignant,benign
1,3,7,686,1,0,benign,benign
1,3,7,668,0.3,0.7,malignant,malignant
1,3,7,161,1,0,benign,benign
1,3,7,114,0.9,0.1,benign,benign
1,3,7,15,0.2,0.8,malignant,malignant
1,3,7,362,0.9,0.1,benign,benign
1,3,7,425,0,1,malignant,malignant
1,3,7,502,1,0,benign,benign
1,3,7,622,0.8,0.2,benign,benign
1,3,7,231,0.2,0.8,malignant,malignant
1,3,7,150,1,0,benign,benign
1,3,7,351,1,0,benign,benign
1,3,7,457,0,1,malignant,malignant
1,3,7,197,1,0,benign,benign
1,3,7,682,1,0,benign,benign
1,3,7,522,0,1,malignant,malignant
1,3,7,9,1,0,benign,benign
1,3,7,552,0.9,0.1,benign,benign
1,3,7,467,0.042857,0.957143,malignant,malignant
1,3,7,678,1,0,benign,benign
1,3,7,322,1,0,benign,benign
1,3,7,367,0,1,malignant,malignant
1,4,0,203,0.9,0.1,benign,benign
1,4,0,532,1,0,benign,benign
1,4,0,268,0,1,malignant,malignant
1,4,0,463,1,0,benign,benign
1,4,0,437,1,0,benign,benign
1,4,0,149,0,1,malignant,malignant
1,4,0,97,0.9,0.1,benign,benign
1,4,0,141,1,0,benign,benign
1,4,0,184,0,1,malignant,malignant
1,4,0,507,1,0,benign,benign
1,4,0,346,0.5,0.5,benign,benign
1,4,0,546,0,1,malignant,malignant
1,4,0,413,0.9,0.1,benign,benign
1,4,0,316,0,1,malignant,malignant
1,4,0,654,1,0,benign,benign
1,4,0,673,0.6,0.4,benign,benign
1,4,0,605,0,1,malignant,malignant
1,4,0,61,1,0,benign,benign
1,4,0,163,1,0,benign,benign
1,4,0,626,0,1,malignant,malignant
1,4,0,661,1,0,benign,benign
1,4,0,481,0.9,0.1,benign,benign
1,4,0,227,0,1,malignant,malignant
1,4,0,450,1,0,benign,benign
1,4,0,287,0.6,0.4,benign,benign
1,4,0,636,0,1,malignant,malignant
1,4,0,240,0.9,0.1,benign,benign
1,4,0,695,1,0,benign,benign
1,4,0,317,0,1,malignant,malignant
1,4,0,485,1,0,benign,benign
1,4,0,595,1,0,benign,benign
1,4,0,113,0,1,malignant,malignant
1,4,0,409,1,0,benign,benign
1,4,0,480,1,0,benign,benign
1,4,0,260,0,1,malignant,malignant
1,4,0,40,0,1,malignant,benign
1,4,0,662,1,0,benign,benign
1,4,0,304,0.1,0.9,malignant,malignant
1,4,0,689,1,0,benign,benign
1,4,0,545,1,0,benign,benign
1,4,0,237,0,1,malignant,malignant
1,4,0,431,0.5,0.5,benign,benign
1,4,0,349,0.3,0.7,malignant,malignant
1,4,0,91,1,0,benign,benign
1,4,0,342,1,0,benign,benign
1,4,0,435,0.1,0.9,malignant,malignant
1,4,0,664,1,0,benign,benign
1,4,0,541,1,0,benign,benign
1,4,0,210,0,1,malignant,malignant
1,4,0,498,1,0,benign,benign
1,4,0,606,1,0,benign,benign
1,4,0,574,0,1,malignant,malignant
1,4,0,446,1,0,benign,benign
1,4,0,11,1,0,benign,benign
1,4,0,177,0,1,malignant,malignant
1,4,0,559,1,0,benign,benign
1,4,0,189,1,0,benign,benign
1,4,0,109,0.1,0.9,malignant,malignant
1,4,0,234,0.5,0.5,benign,benign
1,4,0,631,1,0,benign,benign
1,4,0,71,0.1,0.9,malignant,malignant
1,4,0,245,0.9,0.1,benign,benign
1,4,0,209,0.9,0.1,benign,benign
1,4,0,21,0,1,malignant,malignant
1,4,0,45,1,0,benign,benign
1,4,0,403,1,0,benign,benign
1,4,0,103,0.2,0.8,malignant,malignant
1,4,0,533,1,0,benign,benign
1,4,0,406,1,0,benign,benign
1,4,0,218,0,1,malignant,malignant
1,4,1,203,1,0,benign,benign
1,4,1,532,1,0,benign,benign
1,4,1,268,0,1,malignant,malignant
1,4,1,463,1,0,benign,benign
1,4,1,437,1,0,benign,benign
1,4,1,149,0,1,malignant,malignant
1,4,1,97,1,0,benign,benign
1,4,1,141,1,0,benign,benign
1,4,1,184,0,1,malignant,malignant
1,4,1,507,1,0,benign,benign
1,4,1,346,0.9,0.1,benign,benign
1,4,1,546,0,1,malignant,malignant
1,4,1,413,1,0,benign,benign
1,4,1,316,0,1,malignant,malignant
1,4,1,654,1,0,benign,benign
1,4,1,673,0.7,0.3,benign,benign
1,4,1,605,0,1,malignant,malignant
1,4,1,61,1,0,benign,benign
1,4,1,163,1,0,benign,benign
1,4,1,626,0,1,malignant,malignant
1,4,1,661,1,0,benign,benign
1,4,1,481,0.7,0.3,benign,benign
1,4,1,227,0,1,malignant,malignant
1,4,1,450,1,0,benign,benign
1,4,1,287,1,0,benign,benign
1,4,1,636,0,1,malignant,malignant
1,4,1,240,1,0,benign,benign
1,4,1,695,1,0,benign,benign
1,4,1,317,0,1,malignant,malignant
1,4,1,485,1,0,benign,benign
1,4,1,595,1,0,benign,benign
1,4,1,113,0,1,malignant,malignant
1,4,1,409,1,0,benign,benign
1,4,1,480,1,0,benign,benign
1,4,1,260,0,1,malignant,malignant
1,4,1,40,0.072222,0.927778,malignant,benign
1,4,1,662,1,0,benign,benign
1,4,1,304,0,1,malignant,malignant
1,4,1,689,1,0,benign,benign
1,4,1,545,1,0,benign,benign
1,4,1,237,0,1,malignant,malignant
1,4,1,431,1,0,benign,benign
1,4,1,349,0.6,0.4,benign,malignant
1,4,1,91,1,0,benign,benign
1,4,1,342,1,0,benign,benign
1,4,1,435,0,1,malignant,malignant
1,4,1,664,1,0,benign,benign
1,4,1,541,1,0,benign,benign
1,4,1,210,0,1,malignant,malignant
1,4,1,498,1,0,benign,benign
1,4,1,606,1,0,benign,benign
1,4,1,574,0,1,malignant,malignant
1,4,1,446,1,0,benign,benign
1,4,1,11,1,0,benign,benign
1,4,1,177,0.1,0.9,malignant,malignant
1,4,1,559,1,0,benign,benign
1,4,1,189,1,0,benign,benign
1,4,1,109,0,1,malignant,malignant
1,4,1,234,0.5,0.5,benign,benign
1,4,1,631,1,0,benign,benign
1,4,1,71,0.2,0.8,malignant,malignant
1,4,1,245,1,0,benign,benign
1,4,1,209,1,0,benign,benign
1,4,1,21,0,1,malignant,malignant
1,4,1,45,1,0,benign,benign
1,4,1,403,1,0,benign,benign
1,4,1,103,0.5,0.5,benign,malignant
1,4,1,533,1,0,benign,benign
1,4,1,406,1,0,benign,benign
1,4,1,218,0,1,malignant,malignant
1,4,2,203,1,0,benign,benign
1,4,2,532,1,0,benign,benign
1,4,2,268,0,1,malignant,malignant
1,4,2,463,1,0,benign,benign
1,4,2,437,1,0,benign,benign
1,4,2,149,0,1,malignant,malignant
1,4,2,97,1,0,benign,benign
1,4,2,141,1,0,benign,benign
1,4,2,184,0,1,malignant,malignant
1,4,2,507,1,0,benign,benign
1,4,2,346,0.9,0.1,benign,benign
1,4,2,546,0,1,malignant,malignant
1,4,2,413,1,0,benign,benign
1,4,2,316,0,1,malignant,malignant
1,4,2,654,1,0,benign,benign
1,4,2,673,0.7,0.3,benign,benign
1,4,2,605,0,1,malignant,malignant
1,4,2,61,1,0,benign,benign
1,4,2,163,1,0,benign,benign
1,4,2,626,0,1,malignant,malignant
1,4,2,661,1,0,benign,benign
1,4,2,481,0.8,0.2,benign,benign
1,4,2,227,0,1,malignant,malignant
1,4,2,450,1,0,benign,benign
1,4,2,287,1,0,benign,benign
1,4,2,636,0.1,0.9,malignant,malignant
1,4,2,240,1,0,benign,benign
1,4,2,695,1,0,benign,benign
1,4,2,317,0,1,malignant,malignant
1,4,2,485,1,0,benign,benign
1,4,2,595,1,0,benign,benign
1,4,2,113,0,1,malignant,malignant
1,4,2,409,1,0,benign,benign
1,4,2,480,1,0,benign,benign
1,4,2,260,0,1,malignant,malignant
1,4,2,40,0.062097,0.937903,malignant,benign
1,4,2,662,1,0,benign,benign
1,4,2,304,0,1,malignant,malignant
1,4,2,689,1,0,benign,benign
1,4,2,545,1,0,benign,benign
1,4,2,237,0.1,0.9,malignant,malignant
1,4,2,431,1,0,benign,benign
1,4,2,349,0.304545,0.695455,malignant,malignant
1,4,2,91,1,0,benign,benign
1,4,2,342,1,0,benign,benign
1,4,2,435,0,1,malignant,malignant
1,4,2,664,1,0,benign,benign
1,4,2,541,1,0,benign,benign
1,4,2,210,0,1,malignant,malignant
1,4,2,498,1,0,benign,benign
1,4,2,606,1,0,benign,benign
1,4,2,574,0.1,0.9,malignant,malignant
1,4,2,446,1,0,benign,benign
1,4,2,11,1,0,benign,benign
1,4,2,177,0.1,0.9,malignant,malignant
1,4,2,559,1,0,benign,benign
1,4,2,189,1,0,benign,benign
1,4,2,109,0,1,malignant,malignant
1,4,2,234,0.6,0.4,benign,benign
1,4,2,631,1,0,benign,benign
1,4,2,71,0.3,0.7,malignant,malignant
1,4,2,245,1,0,benign,benign
1,4,2,209,1,0,benign,benign
1,4,2,21,0,1,malignant,malignant
1,4,2,45,1,0,benign,benign
1,4,2,403,1,0,benign,benign
1,4,2,103,0.1,0.9,malignant,malignant
1,4,2,533,1,0,benign,benign
1,4,2,406,1,0,benign,benign
1,4,2,218,0,1,malignant,malignant
1,4,3,203,1,0,benign,benign
1,4,3,532,1,0,benign,benign
1,4,3,268,0,1,malignant,malignant
1,4,3,463,1,0,benign,benign
1,4,3,437,1,0,benign,benign
1,4,3,149,0,1,malignant,malignant
1,4,3,97,1,0,benign,benign
1,4,3,141,1,0,benign,benign
1,4,3,184,0,1,malignant,malignant
1,4,3,507,1,0,benign,benign
1,4,3,346,0.8,0.2,benign,benign
1,4,3,546,0,1,malignant,malignant
1,4,3,413,1,0,benign,benign
1,4,3,316,0,1,malignant,malignant
1,4,3,654,1,0,benign,benign
1,4,3,673,0.6,0.4,benign,benign
1,4,3,605,0,1,malignant,malignant
1,4,3,61,1,0,benign,benign
1,4,3,163,1,0,benign,benign
1,4,3,626,0.1,0.9,malignant,malignant
1,4,3,661,1,0,benign,benign
1,4,3,481,0.6,0.4,benign,benign
1,4,3,227,0,1,malignant,malignant
1,4,3,450,1,0,benign,benign
1,4,3,287,1,0,benign,benign
1,4,3,636,0,1,malignant,malignant
1,4,3,240,1,0,benign,benign
1,4,3,695,1,0,benign,benign
1,4,3,317,0,1,malignant,malignant
1,4,3,485,1,0,benign,benign
1,4,3,595,1,0,benign,benign
1,4,3,113,0,1,malignant,malignant
1,4,3,409,1,0,benign,benign
1,4,3,480,1,0,benign,benign
1,4,3,260,0,1,malignant,malignant
1,4,3,40,0,1,malignant,benign
1,4,3,662,1,0,benign,benign
1,4,3,304,0,1,malignant,malignant
1,4,3,689,1,0,benign,benign
1,4,3,545,1,0,benign,benign
1,4,3,237,0.1,0.9,malignant,malignant
1,4,3,431,1,0,benign,benign
1,4,3,349,0.3,0.7,malignant,malignant
1,4,3,91,1,0,benign,benign
1,4,3,342,1,0,benign,benign
1,4,3,435,0,1,malignant,malignant
1,4,3,664,1,0,benign,benign
1,4,3,541,1,0,benign,benign
1,4,3,210,0,1,malignant,malignant
1,4,3,498,1,0,benign,benign
1,4,3,606,1,0,benign,benign
1,4,3,574,0,1,malignant,malignant
1,4,3,446,1,0,benign,benign
1,4,3,11,1,0,benign,benign
1,4,3,177,0,1,malignant,malignant
1,4,3,559,1,0,benign,benign
1,4,3,189,0.8,0.2,benign,benign
1,4,3,109,0,1,malignant,malignant
1,4,3,234,0.7,0.3,benign,benign
1,4,3,631,1,0,benign,benign
1,4,3,71,0.3,0.7,malignant,malignant
1,4,3,245,1,0,benign,benign
1,4,3,209,1,0,benign,benign
1,4,3,21,0,1,malignant,malignant
1,4,3,45,1,0,benign,benign
1,4,3,403,1,0,benign,benign
1,4,3,103,0.2,0.8,malignant,malignant
1,4,3,533,1,0,benign,benign
1,4,3,406,0.8,0.2,benign,benign
1,4,3,218,0,1,malignant,malignant
1,4,4,203,1,0,benign,benign
1,4,4,532,1,0,benign,benign
1,4,4,268,0,1,malignant,malignant
1,4,4,463,1,0,benign,benign
1,4,4,437,1,0,benign,benign
1,4,4,149,0.1,0.9,malignant,malignant
1,4,4,97,1,0,benign,benign
1,4,4,141,1,0,benign,benign
1,4,4,184,0,1,malignant,malignant
1,4,4,507,1,0,benign,benign
1,4,4,346,0.8,0.2,benign,benign
1,4,4,546,0,1,malignant,malignant
1,4,4,413,1,0,benign,benign
1,4,4,316,0.1,0.9,malignant,malignant
1,4,4,654,1,0,benign,benign
1,4,4,673,1,0,benign,benign
1,4,4,605,0,1,malignant,malignant
1,4,4,61,1,0,benign,benign
1,4,4,163,1,0,benign,benign
1,4,4,626,0,1,malignant,malignant
1,4,4,661,1,0,benign,benign
1,4,4,481,1,0,benign,benign
1,4,4,227,0,1,malignant,malignant
1,4,4,450,0.9,0.1,benign,benign
1,4,4,287,1,0,benign,benign
1,4,4,636,0.010714,0.989286,malignant,malignant
1,4,4,240,0.7,0.3,benign,benign
1,4,4,695,1,0,benign,benign
1,4,4,317,0,1,malignant,malignant
1,4,4,485,1,0,benign,benign
1,4,4,595,1,0,benign,benign
1,4,4,113,0,1,malignant,malignant
1,4,4,409,1,0,benign,benign
1,4,4,480,1,0,benign,benign
1,4,4,260,0,1,malignant,malignant
1,4,4,40,0.03937,0.96063,malignant,benign
1,4,4,662,1,0,benign,benign
1,4,4,304,0,1,malignant,malignant
1,4,4,689,1,0,benign,benign
1,4,4,545,1,0,benign,benign
1,4,4,237,0,1,malignant,malignant
1,4,4,431,0.9,0.1,benign,benign
1,4,4,349,0.5,0.5,benign,malignant
1,4,4,91,1,0,benign,benign
1,4,4,342,1,0,benign,benign
1,4,4,435,0,1,malignant,malignant
1,4,4,664,1,0,benign,benign
1,4,4,541,1,0,benign,benign
1,4,4,210,0,1,malignant,malignant
1,4,4,498,1,0,benign,benign
1,4,4,606,1,0,benign,benign
1,4,4,574,0,1,malignant,malignant
1,4,4,446,1,0,benign,benign
1,4,4,11,1,0,benign,benign
1,4,4,177,0.110714,0.889286,malignant,malignant
1,4,4,559,1,0,benign,benign
1,4,4,189,1,0,benign,benign
1,4,4,109,0.3,0.7,malignant,malignant
1,4,4,234,0.992857,0.007143,benign,benign
1,4,4,631,1,0,benign,benign
1,4,4,71,0.2,0.8,malignant,malignant
1,4,4,245,1,0,benign,benign
1,4,4,209,1,0,benign,benign
1,4,4,21,0,1,malignant,malignant
1,4,4,45,1,0,benign,benign
1,4,4,403,1,0,benign,benign
1,4,4,103,0.5,0.5,benign,malignant
1,4,4,533,1,0,benign,benign
1,4,4,406,1,0,benign,benign
1,4,4,218,0,1,malignant,malignant
1,4,5,203,1,0,benign,benign
1,4,5,532,1,0,benign,benign
1,4,5,268,0.1,0.9,malignant,malignant
1,4,5,463,1,0,benign,benign
1,4,5,437,1,0,benign,benign
1,4,5,149,0,1,malignant,malignant
1,4,5,97,1,0,benign,benign
1,4,5,141,1,0,benign,benign
1,4,5,184,0,1,malignant,malignant
1,4,5,507,0.939948,0.060052,benign,benign
1,4,5,346,1,0,benign,benign
1,4,5,546,0,1,malignant,malignant
1,4,5,413,1,0,benign,benign
1,4,5,316,0.3,0.7,malignant,malignant
1,4,5,654,1,0,benign,benign
1,4,5,673,1,0,benign,benign
1,4,5,605,0,1,malignant,malignant
1,4,5,61,1,0,benign,benign
1,4,5,163,1,0,benign,benign
1,4,5,626,0.2,0.8,malignant,malignant
1,4,5,661,1,0,benign,benign
1,4,5,481,1,0,benign,benign
1,4,5,227,0,1,malignant,malignant
1,4,5,450,1,0,benign,benign
1,4,5,287,1,0,benign,benign
1,4,5,636,0,1,malignant,malignant
1,4,5,240,1,0,benign,benign
1,4,5,695,1,0,benign,benign
1,4,5,317,0,1,malignant,malignant
1,4,5,485,1,0,benign,benign
1,4,5,595,1,0,benign,benign
1,4,5,113,0,1,malignant,malignant
1,4,5,409,1,0,benign,benign
1,4,5,480,1,0,benign,benign
1,4,5,260,0,1,malignant,malignant
1,4,5,40,0,1,malignant,benign
1,4,5,662,1,0,benign,benign
1,4,5,304,0.2,0.8,malignant,malignant
1,4,5,689,0.9,0.1,benign,benign
1,4,5,545,1,0,benign,benign
1,4,5,237,0.2,0.8,malignant,malignant
1,4,5,431,1,0,benign,benign
1,4,5,349,0.2,0.8,malignant,malignant
1,4,5,91,1,0,benign,benign
1,4,5,342,1,0,benign,benign
1,4,5,435,0,1,malignant,malignant
1,4,5,664,1,0,benign,benign
1,4,5,541,1,0,benign,benign
1,4,5,210,0,1,malignant,malignant
1,4,5,498,1,0,benign,benign
1,4,5,606,1,0,benign,benign
1,4,5,574,0,1,malignant,malignant
1,4,5,446,1,0,benign,benign
1,4,5,11,1,0,benign,benign
1,4,5,177,0,1,malignant,malignant
1,4,5,559,1,0,benign,benign
1,4,5,189,1,0,benign,benign
1,4,5,109,0,1,malignant,malignant
1,4,5,234,1,0,benign,benign
1,4,5,631,1,0,benign,benign
1,4,5,71,0.4,0.6,malignant,malignant
1,4,5,245,0.9,0.1,benign,benign
1,4,5,209,1,0,benign,benign
1,4,5,21,0,1,malignant,malignant
1,4,5,45,1,0,benign,benign
1,4,5,403,0.939948,0.060052,benign,benign
1,4,5,103,0.7,0.3,benign,malignant
1,4,5,533,1,0,benign,benign
1,4,5,406,1,0,benign,benign
1,4,5,218,0,1,malignant,malignant
1,4,6,203,1,0,benign,benign
1,4,6,532,1,0,benign,benign
1,4,6,268,0,1,malignant,malignant
1,4,6,463,1,0,benign,benign
1,4,6,437,1,0,benign,benign
1,4,6,149,0,1,malignant,malignant
1,4,6,97,1,0,benign,benign
1,4,6,141,1,0,benign,benign
1,4,6,184,0,1,malignant,malignant
1,4,6,507,1,0,benign,benign
1,4,6,346,1,0,benign,benign
1,4,6,546,0,1,malignant,malignant
1,4,6,413,1,0,benign,benign
1,4,6,316,0.521053,0.478947,benign,malignant
1,4,6,654,1,0,benign,benign
1,4,6,673,1,0,benign,benign
1,4,6,605,0,1,malignant,malignant
1,4,6,61,1,0,benign,benign
1,4,6,163,1,0,benign,benign
1,4,6,626,0.2,0.8,malignant,malignant
1,4,6,661,1,0,benign,benign
1,4,6,481,0.8,0.2,benign,benign
1,4,6,227,0,1,malignant,malignant
1,4,6,450,0.9,0.1,benign,benign
1,4,6,287,1,0,benign,benign
1,4,6,636,0,1,malignant,malignant
1,4,6,240,0.872563,0.127437,benign,benign
1,4,6,695,1,0,benign,benign
1,4,6,317,0,1,malignant,malignant
1,4,6,485,1,0,benign,benign
1,4,6,595,1,0,benign,benign
1,4,6,113,0,1,malignant,malignant
1,4,6,409,1,0,benign,benign
1,4,6,480,1,0,benign,benign
1,4,6,260,0,1,malignant,malignant
1,4,6,40,0.003107,0.996893,malignant,benign
1,4,6,662,1,0,benign,benign
1,4,6,304,0,1,malignant,malignant
1,4,6,689,1,0,benign,benign
1,4,6,545,1,0,benign,benign
1,4,6,237,0.2,0.8,malignant,malignant
1,4,6,431,1,0,benign,benign
1,4,6,349,0.104088,0.895912,malignant,malignant
1,4,6,91,1,0,benign,benign
1,4,6,342,1,0,benign,benign
1,4,6,435,0,1,malignant,malignant
1,4,6,664,1,0,benign,benign
1,4,6,541,1,0,benign,benign
1,4,6,210,0,1,malignant,malignant
1,4,6,498,1,0,benign,benign
1,4,6,606,1,0,benign,benign
1,4,6,574,0.072563,0.927437,malignant,malignant
1,4,6,446,1,0,benign,benign
1,4,6,11,1,0,benign,benign
1,4,6,177,0.0159,0.9841,malignant,malignant
1,4,6,559,1,0,benign,benign
1,4,6,189,1,0,benign,benign
1,4,6,109,0,1,malignant,malignant
1,4,6,234,0.8,0.2,benign,benign
1,4,6,631,1,0,benign,benign
1,4,6,71,0.4,0.6,malignant,malignant
1,4,6,245,1,0,benign,benign
1,4,6,209,1,0,benign,benign
1,4,6,21,0.1,0.9,malignant,malignant
1,4,6,45,1,0,benign,benign
1,4,6,403,1,0,benign,benign
1,4,6,103,0.6,0.4,benign,malignant
1,4,6,533,1,0,benign,benign
1,4,6,406,1,0,benign,benign
1,4,6,218,0,1,malignant,malignant
1,4,7,203,1,0,benign,benign
1,4,7,532,1,0,benign,benign
1,4,7,268,0,1,malignant,malignant
1,4,7,463,1,0,benign,benign
1,4,7,437,1,0,benign,benign
1,4,7,149,0,1,malignant,malignant
1,4,7,97,1,0,benign,benign
1,4,7,141,1,0,benign,benign
1,4,7,184,0,1,malignant,malignant
1,4,7,507,1,0,benign,benign
1,4,7,346,0.8,0.2,benign,benign
1,4,7,546,0,1,malignant,malignant
1,4,7,413,1,0,benign,benign
1,4,7,316,0.1,0.9,malignant,malignant
1,4,7,654,1,0,benign,benign
1,4,7,673,1,0,benign,benign
1,4,7,605,0,1,malignant,malignant
1,4,7,61,1,0,benign,benign
1,4,7,163,1,0,benign,benign
1,4,7,626,0.1,0.9,malignant,malignant
1,4,7,661,1,0,benign,benign
1,4,7,481,1,0,benign,benign
1,4,7,227,0,1,malignant,malignant
1,4,7,450,1,0,benign,benign
1,4,7,287,1,0,benign,benign
1,4,7,636,0,1,malignant,malignant
1,4,7,240,0.8,0.2,benign,benign
1,4,7,695,1,0,benign,benign
1,4,7,317,0.1,0.9,malignant,malignant
1,4,7,485,1,0,benign,benign
1,4,7,595,1,0,benign,benign
1,4,7,113,0,1,malignant,malignant
1,4,7,409,1,0,benign,benign
1,4,7,480,1,0,benign,benign
1,4,7,260,0,1,malignant,malignant
1,4,7,40,0.045029,0.954971,malignant,benign
1,4,7,662,1,0,benign,benign
1,4,7,304,0,1,malignant,malignant
1,4,7,689,1,0,benign,benign
1,4,7,545,1,0,benign,benign
1,4,7,237,0,1,malignant,malignant
1,4,7,431,1,0,benign,benign
1,4,7,349,0.2,0.8,malignant,malignant
1,4,7,91,1,0,benign,benign
1,4,7,342,1,0,benign,benign
1,4,7,435,0,1,malignant,malignant
1,4,7,664,1,0,benign,benign
1,4,7,541,1,0,benign,benign
1,4,7,210,0,1,malignant,malignant
1,4,7,498,1,0,benign,benign
1,4,7,606,1,0,benign,benign
1,4,7,574,0,1,malignant,malignant
1,4,7,446,1,0,benign,benign
1,4,7,11,1,0,benign,benign
1,4,7,177,0.1,0.9,malignant,malignant
1,4,7,559,1,0,benign,benign
1,4,7,189,1,0,benign,benign
1,4,7,109,0.1,0.9,malignant,malignant
1,4,7,234,1,0,benign,benign
1,4,7,631,1,0,benign,benign
1,4,7,71,0.3,0.7,malignant,malignant
1,4,7,245,1,0,benign,benign
1,4,7,209,1,0,benign,benign
1,4,7,21,0,1,malignant,malignant
1,4,7,45,1,0,benign,benign
1,4,7,403,1,0,benign,benign
1,4,7,103,0.4,0.6,malignant,malignant
1,4,7,533,1,0,benign,benign
1,4,7,406,1,0,benign,benign
1,4,7,218,0.1,0.9,malignant,malignant
1,5,0,667,1,0,benign,benign
1,5,0,214,0,1,malignant,malignant
1,5,0,659,1,0,benign,benign
1,5,0,478,1,0,benign,benign
1,5,0,223,0,1,malignant,malignant
1,5,0,422,0.9,0.1,benign,benign
1,5,0,47,1,0,benign,benign
1,5,0,691,0,1,malignant,malignant
1,5,0,518,0.9,0.1,benign,benign
1,5,0,17,1,0,benign,benign
1,5,0,221,0,1,malignant,malignant
1,5,0,374,1,0,benign,benign
1,5,0,396,1,0,benign,benign
1,5,0,56,0,1,malignant,malignant
1,5,0,257,1,0,benign,benign
1,5,0,241,1,0,benign,benign
1,5,0,67,0.2,0.8,malignant,malignant
1,5,0,407,1,0,benign,benign
1,5,0,643,1,0,benign,benign
1,5,0,670,0,1,malignant,malignant
1,5,0,92,1,0,benign,benign
1,5,0,129,0.6,0.4,benign,benign
1,5,0,226,0,1,malignant,malignant
1,5,0,28,1,0,benign,benign
1,5,0,291,1,0,benign,benign
1,5,0,295,0,1,malignant,malignant
1,5,0,472,1,0,benign,benign
1,5,0,321,1,0,benign,benign
1,5,0,63,0.3,0.7,malignant,malignant
1,5,0,547,1,0,benign,benign
1,5,0,49,0,1,malignant,malignant
1,5,0,438,0.9,0.1,benign,benign
1,5,0,583,1,0,benign,benign
1,5,0,329,0,1,malignant,malignant
1,5,0,621,0.1,0.9,malignant,benign
1,5,0,343,1,0,benign,benign
1,5,0,267,0.1,0.9,malignant,malignant
1,5,0,8,1,0,benign,benign
1,5,0,384,1,0,benign,benign
1,5,0,391,0,1,malignant,malignant
1,5,0,373,1,0,benign,benign
1,5,0,70,1,0,benign,benign
1,5,0,569,0,1,malignant,malignant
1,5,0,66,1,0,benign,benign
1,5,0,441,0.9,0.1,benign,benign
1,5,0,175,0,1,malignant,malignant
1,5,0,573,1,0,benign,benign
1,5,0,310,0.6,0.4,benign,benign
1,5,0,104,0,1,malignant,malignant
1,5,0,3,0.1,0.9,malignant,benign
1,5,0,274,1,0,benign,benign
1,5,0,251,0.4,0.6,malignant,malignant
1,5,0,497,1,0,benign,benign
1,5,0,29,1,0,benign,benign
1,5,0,680,0,1,malignant,malignant
1,5,0,387,0.2,0.8,malignant,benign
1,5,0,671,1,0,benign,benign
1,5,0,591,0,1,malignant,malignant
1,5,0,145,1,0,benign,benign
1,5,0,273,0.2,0.8,malignant,malignant
1,5,0,504,1,0,benign,benign
1,5,0,298,0.5,0.5,benign,benign
1,5,0,293,0.7,0.3,benign,malignant
1,5,0,235,1,0,benign,benign
1,5,0,640,1,0,benign,benign
1,5,0,262,0,1,malignant,malignant
1,5,0,596,1,0,benign,benign
1,5,0,80,0.8,0.2,benign,benign
1,5,0,414,0,1,malignant,malignant
1,5,0,207,1,0,benign,benign
1,5,1,667,1,0,benign,benign
1,5,1,214,0,1,malignant,malignant
1,5,1,659,1,0,benign,benign
1,5,1,478,1,0,benign,benign
1,5,1,223,0,1,malignant,malignant
1,5,1,422,0.6,0.4,benign,benign
1,5,1,47,1,0,benign,benign
1,5,1,691,0,1,malignant,malignant
1,5,1,518,1,0,benign,benign
1,5,1,17,1,0,benign,benign
1,5,1,221,0,1,malignant,malignant
1,5,1,374,1,0,benign,benign
1,5,1,396,1,0,benign,benign
1,5,1,56,0,1,malignant,malignant
1,5,1,257,1,0,benign,benign
1,5,1,241,1,0,benign,benign
1,5,1,67,0.1,0.9,malignant,malignant
1,5,1,407,1,0,benign,benign
1,5,1,643,1,0,benign,benign
1,5,1,670,0,1,malignant,malignant
1,5,1,92,1,0,benign,benign
1,5,1,129,1,0,benign,benign
1,5,1,226,0,1,malignant,malignant
1,5,1,28,1,0,benign,benign
1,5,1,291,1,0,benign,benign
1,5,1,295,0,1,malignant,malignant
1,5,1,472,1,0,benign,benign
1,5,1,321,1,0,benign,benign
1,5,1,63,0.2,0.8,malignant,malignant
1,5,1,547,1,0,benign,benign
1,5,1,49,0,1,malignant,malignant
1,5,1,438,1,0,benign,benign
1,5,1,583,1,0,benign,benign
1,5,1,329,0,1,malignant,malignant
1,5,1,621,0.2,0.8,malignant,benign
1,5,1,343,1,0,benign,benign
1,5,1,267,0,1,malignant,malignant
1,5,1,8,1,0,benign,benign
1,5,1,384,1,0,benign,benign
1,5,1,391,0,1,malignant,malignant
1,5,1,373,1,0,benign,benign
1,5,1,70,1,0,benign,benign
1,5,1,569,0,1,malignant,malignant
1,5,1,66,1,0,benign,benign
1,5,1,441,0.9,0.1,benign,benign
1,5,1,175,0,1,malignant,malignant
1,5,1,573,1,0,benign,benign
1,5,1,310,1,0,benign,benign
1,5,1,104,0,1,malignant,malignant
1,5,1,3,0.1,0.9,malignant,benign
1,5,1,274,1,0,benign,benign
1,5,1,251,0.1,0.9,malignant,malignant
1,5,1,497,1,0,benign,benign
1,5,1,29,1,0,benign,benign
1,5,1,680,0,1,malignant,malignant
1,5,1,387,0.4,0.6,malignant,benign
1,5,1,671,1,0,benign,benign
1,5,1,591,0,1,malignant,malignant
1,5,1,145,1,0,benign,benign
1,5,1,273,0.3,0.7,malignant,malignant
1,5,1,504,1,0,benign,benign
1,5,1,298,0.7,0.3,benign,benign
1,5,1,293,0.2,0.8,malignant,malignant
1,5,1,235,0.5,0.5,benign,benign
1,5,1,640,1,0,benign,benign
1,5,1,262,0,1,malignant,malignant
1,5,1,596,1,0,benign,benign
1,5,1,80,0.8,0.2,benign,benign
1,5,1,414,0,1,malignant,malignant
1,5,1,207,1,0,benign,benign
1,5,2,667,1,0,benign,benign
1,5,2,214,0,1,malignant,malignant
1,5,2,659,1,0,benign,benign
1,5,2,478,1,0,benign,benign
1,5,2,223,0,1,malignant,malignant
1,5,2,422,0.7,0.3,benign,benign
1,5,2,47,1,0,benign,benign
1,5,2,691,0,1,malignant,malignant
1,5,2,518,1,0,benign,benign
1,5,2,17,1,0,benign,benign
1,5,2,221,0,1,malignant,malignant
1,5,2,374,1,0,benign,benign
1,5,2,396,1,0,benign,benign
1,5,2,56,0,1,malignant,malignant
1,5,2,257,1,0,benign,benign
1,5,2,241,1,0,benign,benign
1,5,2,67,0,1,malignant,malignant
1,5,2,407,1,0,benign,benign
1,5,2,643,1,0,benign,benign
1,5,2,670,0,1,malignant,malignant
1,5,2,92,1,0,benign,benign
1,5,2,129,0.9,0.1,benign,benign
1,5,2,226,0,1,malignant,malignant
1,5,2,28,1,0,benign,benign
1,5,2,291,1,0,benign,benign
1,5,2,295,0,1,malignant,malignant
1,5,2,472,1,0,benign,benign
1,5,2,321,0.998864,0.001136,benign,benign
1,5,2,63,0.1,0.9,malignant,malignant
1,5,2,547,1,0,benign,benign
1,5,2,49,0,1,malignant,malignant
1,5,2,438,1,0,benign,benign
1,5,2,583,1,0,benign,benign
1,5,2,329,0,1,malignant,malignant
1,5,2,621,0.3,0.7,malignant,benign
1,5,2,343,1,0,benign,benign
1,5,2,267,0,1,malignant,malignant
1,5,2,8,1,0,benign,benign
1,5,2,384,1,0,benign,benign
1,5,2,391,0,1,malignant,malignant
1,5,2,373,1,0,benign,benign
1,5,2,70,1,0,benign,benign
1,5,2,569,0,1,malignant,malignant
1,5,2,66,1,0,benign,benign
1,5,2,441,1,0,benign,benign
1,5,2,175,0,1,malignant,malignant
1,5,2,573,1,0,benign,benign
1,5,2,310,1,0,benign,benign
1,5,2,104,0.1,0.9,malignant,malignant
1,5,2,3,0,1,malignant,benign
1,5,2,274,1,0,benign,benign
1,5,2,251,0,1,malignant,malignant
1,5,2,497,1,0,benign,benign
1,5,2,29,1,0,benign,benign
1,5,2,680,0,1,malignant,malignant
1,5,2,387,0.6,0.4,benign,benign
1,5,2,671,1,0,benign,benign
1,5,2,591,0.1,0.9,malignant,malignant
1,5,2,145,0.998864,0.001136,benign,benign
1,5,2,273,0.3,0.7,malignant,malignant
1,5,2,504,1,0,benign,benign
1,5,2,298,0.7,0.3,benign,benign
1,5,2,293,0.2,0.8,malignant,malignant
1,5,2,235,0.598864,0.401136,benign,benign
1,5,2,640,1,0,benign,benign
1,5,2,262,0,1,malignant,malignant
1,5,2,596,1,0,benign,benign
1,5,2,80,0.5,0.5,benign,benign
1,5,2,414,0,1,malignant,malignant
1,5,2,207,1,0,benign,benign
1,5,3,667,1,0,benign,benign
1,5,3,214,0,1,malignant,malignant
1,5,3,659,1,0,benign,benign
1,5,3,478,1,0,benign,benign
1,5,3,223,0,1,malignant,malignant
1,5,3,422,0.8,0.2,benign,benign
1,5,3,47,1,0,benign,benign
1,5,3,691,0.1,0.9,malignant,malignant
1,5,3,518,1,0,benign,benign
1,5,3,17,1,0,benign,benign
1,5,3,221,0.1,0.9,malignant,malignant
1,5,3,374,1,0,benign,benign
1,5,3,396,1,0,benign,benign
1,5,3,56,0,1,malignant,malignant
1,5,3,257,1,0,benign,benign
1,5,3,241,1,0,benign,benign
1,5,3,67,0,1,malignant,malignant
1,5,3,407,1,0,benign,benign
1,5,3,643,1,0,benign,benign
1,5,3,670,0,1,malignant,malignant
1,5,3,92,1,0,benign,benign
1,5,3,129,0.9,0.1,benign,benign
1,5,3,226,0,1,malignant,malignant
1,5,3,28,1,0,benign,benign
1,5,3,291,1,0,benign,benign
1,5,3,295,0,1,malignant,malignant
1,5,3,472,1,0,benign,benign
1,5,3,321,1,0,benign,benign
1,5,3,63,0.3,0.7,malignant,malignant
1,5,3,547,1,0,benign,benign
1,5,3,49,0,1,malignant,malignant
1,5,3,438,1,0,benign,benign
1,5,3,583,1,0,benign,benign
1,5,3,329,0,1,malignant,malignant
1,5,3,621,0.3,0.7,malignant,benign
1,5,3,343,1,0,benign,benign
1,5,3,267,0.2,0.8,malignant,malignant
1,5,3,8,1,0,benign,benign
1,5,3,384,1,0,benign,benign
1,5,3,391,0,1,malignant,malignant
1,5,3,373,1,0,benign,benign
1,5,3,70,1,0,benign,benign
1,5,3,569,0,1,malignant,malignant
1,5,3,66,1,0,benign,benign
1,5,3,441,0.7,0.3,benign,benign
1,5,3,175,0,1,malignant,malignant
1,5,3,573,1,0,benign,benign
1,5,3,310,1,0,benign,benign
1,5,3,104,0,1,malignant,malignant
1,5,3,3,0,1,malignant,benign
1,5,3,274,1,0,benign,benign
1,5,3,251,0,1,malignant,malignant
1,5,3,497,1,0,benign,benign
1,5,3,29,1,0,benign,benign
1,5,3,680,0,1,malignant,malignant
1,5,3,387,0.4,0.6,malignant,benign
1,5,3,671,1,0,benign,benign
1,5,3,591,0,1,malignant,malignant
1,5,3,145,1,0,benign,benign
1,5,3,273,0.4,0.6,malignant,malignant
1,5,3,504,1,0,benign,benign
1,5,3,298,0.5,0.5,benign,benign
1,5,3,293,0.1,0.9,malignant,malignant
1,5,3,235,1,0,benign,benign
1,5,3,640,1,0,benign,benign
1,5,3,262,0,1,malignant,malignant
1,5,3,596,1,0,benign,benign
1,5,3,80,0.8,0.2,benign,benign
1,5,3,414,0,1,malignant,malignant
1,5,3,207,1,0,benign,benign
1,5,4,667,1,0,benign,benign
1,5,4,214,0,1,malignant,malignant
1,5,4,659,1,0,benign,benign
1,5,4,478,1,0,benign,benign
1,5,4,223,0,1,malignant,malignant
1,5,4,422,0.892857,0.107143,benign,benign
1,5,4,47,1,0,benign,benign
1,5,4,691,0,1,malignant,malignant
1,5,4,518,1,0,benign,benign
1,5,4,17,1,0,benign,benign
1,5,4,221,0,1,malignant,malignant
1,5,4,374,1,0,benign,benign
1,5,4,396,1,0,benign,benign
1,5,4,56,0,1,malignant,malignant
1,5,4,257,1,0,benign,benign
1,5,4,241,1,0,benign,benign
1,5,4,67,0.1,0.9,malignant,malignant
1,5,4,407,1,0,benign,benign
1,5,4,643,1,0,benign,benign
1,5,4,670,0,1,malignant,malignant
1,5,4,92,1,0,benign,benign
1,5,4,129,0.8,0.2,benign,benign
1,5,4,226,0,1,malignant,malignant
1,5,4,28,1,0,benign,benign
1,5,4,291,1,0,benign,benign
1,5,4,295,0,1,malignant,malignant
1,5,4,472,1,0,benign,benign
1,5,4,321,1,0,benign,benign
1,5,4,63,0.5,0.5,benign,malignant
1,5,4,547,1,0,benign,benign
1,5,4,49,0.1,0.9,malignant,malignant
1,5,4,438,1,0,benign,benign
1,5,4,583,1,0,benign,benign
1,5,4,329,0,1,malignant,malignant
1,5,4,621,0.5,0.5,benign,benign
1,5,4,343,1,0,benign,benign
1,5,4,267,0.2,0.8,malignant,malignant
1,5,4,8,1,0,benign,benign
1,5,4,384,1,0,benign,benign
1,5,4,391,0,1,malignant,malignant
1,5,4,373,1,0,benign,benign
1,5,4,70,1,0,benign,benign
1,5,4,569,0,1,malignant,malignant
1,5,4,66,1,0,benign,benign
1,5,4,441,0.3,0.7,malignant,benign
1,5,4,175,0,1,malignant,malignant
1,5,4,573,1,0,benign,benign
1,5,4,310,1,0,benign,benign
1,5,4,104,0.010714,0.989286,malignant,malignant
1,5,4,3,0,1,malignant,benign
1,5,4,274,1,0,benign,benign
1,5,4,251,0,1,malignant,malignant
1,5,4,497,1,0,benign,benign
1,5,4,29,1,0,benign,benign
1,5,4,680,0,1,malignant,malignant
1,5,4,387,0.892857,0.107143,benign,benign
1,5,4,671,1,0,benign,benign
1,5,4,591,0,1,malignant,malignant
1,5,4,145,1,0,benign,benign
1,5,4,273,0.1,0.9,malignant,malignant
1,5,4,504,1,0,benign,benign
1,5,4,298,0.9,0.1,benign,benign
1,5,4,293,0.1,0.9,malignant,malignant
1,5,4,235,0.9,0.1,benign,benign
1,5,4,640,1,0,benign,benign
1,5,4,262,0.1,0.9,malignant,malignant
1,5,4,596,1,0,benign,benign
1,5,4,80,1,0,benign,benign
1,5,4,414,0,1,malignant,malignant
1,5,4,207,1,0,benign,benign
1,5,5,667,1,0,benign,benign
1,5,5,214,0,1,malignant,malignant
1,5,5,659,1,0,benign,benign
1,5,5,478,1,0,benign,benign
1,5,5,223,0,1,malignant,malignant
1,5,5,422,1,0,benign,benign
1,5,5,47,1,0,benign,benign
1,5,5,691,0,1,malignant,malignant
1,5,5,518,1,0,benign,benign
1,5,5,17,1,0,benign,benign
1,5,5,221,0,1,malignant,malignant
1,5,5,374,1,0,benign,benign
1,5,5,396,1,0,benign,benign
1,5,5,56,0,1,malignant,malignant
1,5,5,257,1,0,benign,benign
1,5,5,241,1,0,benign,benign
1,5,5,67,0.2,0.8,malignant,malignant
1,5,5,407,1,0,benign,benign
1,5,5,643,1,0,benign,benign
1,5,5,670,0,1,malignant,malignant
1,5,5,92,1,0,benign,benign
1,5,5,129,1,0,benign,benign
1,5,5,226,0,1,malignant,malignant
1,5,5,28,1,0,benign,benign
1,5,5,291,1,0,benign,benign
1,5,5,295,0.1,0.9,malignant,malignant
1,5,5,472,1,0,benign,benign
1,5,5,321,0.991438,0.008562,benign,benign
1,5,5,63,0.4,0.6,malignant,malignant
1,5,5,547,1,0,benign,benign
1,5,5,49,0,1,malignant,malignant
1,5,5,438,1,0,benign,benign
1,5,5,583,1,0,benign,benign
1,5,5,329,0,1,malignant,malignant
1,5,5,621,0.3,0.7,malignant,benign
1,5,5,343,1,0,benign,benign
1,5,5,267,0.3,0.7,malignant,malignant
1,5,5,8,1,0,benign,benign
1,5,5,384,1,0,benign,benign
1,5,5,391,0,1,malignant,malignant
1,5,5,373,1,0,benign,benign
1,5,5,70,1,0,benign,benign
1,5,5,569,0,1,malignant,malignant
1,5,5,66,1,0,benign,benign
1,5,5,441,0.6,0.4,benign,benign
1,5,5,175,0,1,malignant,malignant
1,5,5,573,1,0,benign,benign
1,5,5,310,1,0,benign,benign
1,5,5,104,0,1,malignant,malignant
1,5,5,3,0,1,malignant,benign
1,5,5,274,1,0,benign,benign
1,5,5,251,0.1,0.9,malignant,malignant
1,5,5,497,1,0,benign,benign
1,5,5,29,1,0,benign,benign
1,5,5,680,0,1,malignant,malignant
1,5,5,387,0.9,0.1,benign,benign
1,5,5,671,1,0,benign,benign
1,5,5,591,0.1,0.9,malignant,malignant
1,5,5,145,1,0,benign,benign
1,5,5,273,0.3,0.7,malignant,malignant
1,5,5,504,1,0,benign,benign
1,5,5,298,0.9,0.1,benign,benign
1,5,5,293,0.1,0.9,malignant,malignant
1,5,5,235,0.8106,0.1894,benign,benign
1,5,5,640,1,0,benign,benign
1,5,5,262,0,1,malignant,malignant
1,5,5,596,1,0,benign,benign
1,5,5,80,0.9,0.1,benign,benign
1,5,5,414,0,1,malignant,malignant
1,5,5,207,1,0,benign,benign
1,5,6,667,1,0,benign,benign
1,5,6,214,0,1,malignant,malignant
1,5,6,659,1,0,benign,benign
1,5,6,478,1,0,benign,benign
1,5,6,223,0,1,malignant,malignant
1,5,6,422,0.9,0.1,benign,benign
1,5,6,47,1,0,benign,benign
1,5,6,691,0.4,0.6,malignant,malignant
1,5,6,518,1,0,benign,benign
1,5,6,17,1,0,benign,benign
1,5,6,221,0.2,0.8,malignant,malignant
1,5,6,374,1,0,benign,benign
1,5,6,396,1,0,benign,benign
1,5,6,56,0.1,0.9,malignant,malignant
1,5,6,257,1,0,benign,benign
1,5,6,241,1,0,benign,benign
1,5,6,67,0.3,0.7,malignant,malignant
1,5,6,407,1,0,benign,benign
1,5,6,643,1,0,benign,benign
1,5,6,670,0.2,0.8,malignant,malignant
1,5,6,92,1,0,benign,benign
1,5,6,129,1,0,benign,benign
1,5,6,226,0,1,malignant,malignant
1,5,6,28,1,0,benign,benign
1,5,6,291,1,0,benign,benign
1,5,6,295,0,1,malignant,malignant
1,5,6,472,1,0,benign,benign
1,5,6,321,1,0,benign,benign
1,5,6,63,0.7,0.3,benign,malignant
1,5,6,547,1,0,benign,benign
1,5,6,49,0.1,0.9,malignant,malignant
1,5,6,438,1,0,benign,benign
1,5,6,583,1,0,benign,benign
1,5,6,329,0.1,0.9,malignant,malignant
1,5,6,621,0.383404,0.616596,malignant,benign
1,5,6,343,1,0,benign,benign
1,5,6,267,0,1,malignant,malignant
1,5,6,8,1,0,benign,benign
1,5,6,384,1,0,benign,benign
1,5,6,391,0,1,malignant,malignant
1,5,6,373,1,0,benign,benign
1,5,6,70,1,0,benign,benign
1,5,6,569,0,1,malignant,malignant
1,5,6,66,1,0,benign,benign
1,5,6,441,0.7,0.3,benign,benign
1,5,6,175,0.3,0.7,malignant,malignant
1,5,6,573,1,0,benign,benign
1,5,6,310,1,0,benign,benign
1,5,6,104,0,1,malignant,malignant
1,5,6,3,0.6,0.4,benign,benign
1,5,6,274,1,0,benign,benign
1,5,6,251,0,1,malignant,malignant
1,5,6,497,1,0,benign,benign
1,5,6,29,1,0,benign,benign
1,5,6,680,0,1,malignant,malignant
1,5,6,387,1,0,benign,benign
1,5,6,671,1,0,benign,benign
1,5,6,591,0,1,malignant,malignant
1,5,6,145,0.993987,0.006013,benign,benign
1,5,6,273,0.4,0.6,malignant,malignant
1,5,6,504,1,0,benign,benign
1,5,6,298,0.6,0.4,benign,benign
1,5,6,293,0,1,malignant,malignant
1,5,6,235,0.993987,0.006013,benign,benign
1,5,6,640,1,0,benign,benign
1,5,6,262,0,1,malignant,malignant
1,5,6,596,1,0,benign,benign
1,5,6,80,0.9,0.1,benign,benign
1,5,6,414,0,1,malignant,malignant
1,5,6,207,1,0,benign,benign
1,5,7,667,1,0,benign,benign
1,5,7,214,0,1,malignant,malignant
1,5,7,659,1,0,benign,benign
1,5,7,478,1,0,benign,benign
1,5,7,223,0,1,malignant,malignant
1,5,7,422,0.8,0.2,benign,benign
1,5,7,47,1,0,benign,benign
1,5,7,691,0.2,0.8,malignant,malignant
1,5,7,518,1,0,benign,benign
1,5,7,17,1,0,benign,benign
1,5,7,221,0,1,malignant,malignant
1,5,7,374,1,0,benign,benign
1,5,7,396,1,0,benign,benign
1,5,7,56,0,1,malignant,malignant
1,5,7,257,1,0,benign,benign
1,5,7,241,1,0,benign,benign
1,5,7,67,0.4,0.6,malignant,malignant
1,5,7,407,1,0,benign,benign
1,5,7,643,1,0,benign,benign
1,5,7,670,0,1,malignant,malignant
1,5,7,92,1,0,benign,benign
1,5,7,129,1,0,benign,benign
1,5,7,226,0.1,0.9,malignant,malignant
1,5,7,28,1,0,benign,benign
1,5,7,291,1,0,benign,benign
1,5,7,295,0,1,malignant,malignant
1,5,7,472,1,0,benign,benign
1,5,7,321,0.998634,0.001366,benign,benign
1,5,7,63,0.7,0.3,benign,malignant
1,5,7,547,1,0,benign,benign
1,5,7,49,0,1,malignant,malignant
1,5,7,438,1,0,benign,benign
1,5,7,583,1,0,benign,benign
1,5,7,329,0.1,0.9,malignant,malignant
1,5,7,621,0.6,0.4,benign,benign
1,5,7,343,1,0,benign,benign
1,5,7,267,0.1,0.9,malignant,malignant
1,5,7,8,1,0,benign,benign
1,5,7,384,1,0,benign,benign
1,5,7,391,0.1,0.9,malignant,malignant
1,5,7,373,1,0,benign,benign
1,5,7,70,1,0,benign,benign
1,5,7,569,0,1,malignant,malignant
1,5,7,66,1,0,benign,benign
1,5,7,441,0.8,0.2,benign,benign
1,5,7,175,0.1,0.9,malignant,malignant
1,5,7,573,1,0,benign,benign
1,5,7,310,1,0,benign,benign
1,5,7,104,0,1,malignant,malignant
1,5,7,3,0.1,0.9,malignant,benign
1,5,7,274,1,0,benign,benign
1,5,7,251,0,1,malignant,malignant
1,5,7,497,1,0,benign,benign
1,5,7,29,1,0,benign,benign
1,5,7,680,0,1,malignant,malignant
1,5,7,387,0.6,0.4,benign,benign
1,5,7,671,1,0,benign,benign
1,5,7,591,0,1,malignant,malignant
1,5,7,145,1,0,benign,benign
1,5,7,273,0.2,0.8,malignant,malignant
1,5,7,504,1,0,benign,benign
1,5,7,298,0.9,0.1,benign,benign
1,5,7,293,0.1,0.9,malignant,malignant
1,5,7,235,0.759845,0.240155,benign,benign
1,5,7,640,1,0,benign,benign
1,5,7,262,0,1,malignant,malignant
1,5,7,596,1,0,benign,benign
1,5,7,80,0.9,0.1,benign,benign
1,5,7,414,0,1,malignant,malignant
1,5,7,207,1,0,benign,benign
1,6,0,508,1,0,benign,benign
1,6,0,215,0,1,malignant,malignant
1,6,0,653,1,0,benign,benign
1,6,0,424,1,0,benign,benign
1,6,0,263,0,1,malignant,malignant
1,6,0,225,1,0,benign,benign
1,6,0,77,1,0,benign,benign
1,6,0,32,0,1,malignant,malignant
1,6,0,563,1,0,benign,benign
1,6,0,379,0.3,0.7,malignant,benign
1,6,0,286,0,1,malignant,malignant
1,6,0,192,1,0,benign,benign
1,6,0,165,1,0,benign,benign
1,6,0,205,0,1,malignant,malignant
1,6,0,250,1,0,benign,benign
1,6,0,494,0.4,0.6,malignant,benign
1,6,0,612,0,1,malignant,malignant
1,6,0,470,1,0,benign,benign
1,6,0,239,0,1,malignant,malignant
1,6,0,620,1,0,benign,benign
1,6,0,365,1,0,benign,benign
1,6,0,53,0,1,malignant,malignant
1,6,0,24,1,0,benign,benign
1,6,0,35,1,0,benign,benign
1,6,0,549,0,1,malignant,malignant
1,6,0,509,1,0,benign,benign
1,6,0,461,1,0,benign,benign
1,6,0,188,0.1,0.9,malignant,malignant
1,6,0,271,0.9,0.1,benign,benign
1,6,0,217,1,0,benign,benign
1,6,0,155,0,1,malignant,malignant
1,6,0,138,1,0,benign,benign
1,6,0,434,0,1,malignant,benign
1,6,0,361,0.2,0.8,malignant,malignant
1,6,0,543,1,0,benign,benign
1,6,0,535,0.9,0.1,benign,benign
1,6,0,253,0,1,malignant,malignant
1,6,0,656,1,0,benign,benign
1,6,0,158,0.6,0.4,benign,benign
1,6,0,229,0,1,malignant,malignant
1,6,0,259,0.1,0.9,malignant,benign
1,6,0,462,1,0,benign,benign
1,6,0,39,0.2,0.8,malignant,malignant
1,6,0,140,1,0,benign,benign
1,6,0,369,1,0,benign,benign
1,6,0,12,0.6,0.4,benign,malignant
1,6,0,331,0.9,0.1,benign,benign
1,6,0,272,0.1,0.9,malignant,malignant
1,6,0,419,0.6,0.4,benign,benign
1,6,0,280,1,0,benign,benign
1,6,0,285,0,1,malignant,malignant
1,6,0,447,1,0,benign,benign
1,6,0,684,1,0,benign,benign
1,6,0,179,0.2,0.8,malignant,malignant
1,6,0,127,1,0,benign,benign
1,6,0,394,1,0,benign,benign
1,6,0,523,0,1,malignant,malignant
1,6,0,646,1,0,benign,benign
1,6,0,94,1,0,benign,benign
1,6,0,201,0,1,malignant,malignant
1,6,0,555,0.9,0.1,benign,benign
1,6,0,650,0.6,0.4,benign,benign
1,6,0,266,0,1,malignant,malignant
1,6,0,616,1,0,benign,benign
1,6,0,675,1,0,benign,benign
1,6,0,300,0,1,malignant,malignant
1,6,0,118,0.6,0.4,benign,benign
1,6,0,539,1,0,benign,benign
1,6,0,152,0,1,malignant,malignant
1,6,0,134,0.6,0.4,benign,benign
1,6,1,508,1,0,benign,benign
1,6,1,215,0,1,malignant,malignant
1,6,1,653,1,0,benign,benign
1,6,1,424,1,0,benign,benign
1,6,1,263,0,1,malignant,malignant
1,6,1,225,1,0,benign,benign
1,6,1,77,0.6,0.4,benign,benign
1,6,1,32,0,1,malignant,malignant
1,6,1,563,1,0,benign,benign
1,6,1,379,0.2,0.8,malignant,benign
1,6,1,286,0,1,malignant,malignant
1,6,1,192,1,0,benign,benign
1,6,1,165,1,0,benign,benign
1,6,1,205,0,1,malignant,malignant
1,6,1,250,1,0,benign,benign
1,6,1,494,0.9,0.1,benign,benign
1,6,1,612,0,1,malignant,malignant
1,6,1,470,1,0,benign,benign
1,6,1,239,0,1,malignant,malignant
1,6,1,620,1,0,benign,benign
1,6,1,365,1,0,benign,benign
1,6,1,53,0,1,malignant,malignant
1,6,1,24,1,0,benign,benign
1,6,1,35,1,0,benign,benign
1,6,1,549,0,1,malignant,malignant
1,6,1,509,1,0,benign,benign
1,6,1,461,1,0,benign,benign
1,6,1,188,0,1,malignant,malignant
1,6,1,271,1,0,benign,benign
1,6,1,217,1,0,benign,benign
1,6,1,155,0,1,malignant,malignant
1,6,1,138,1,0,benign,benign
1,6,1,434,0,1,malignant,benign
1,6,1,361,0.1,0.9,malignant,malignant
1,6,1,543,1,0,benign,benign
1,6,1,535,1,0,benign,benign
1,6,1,253,0,1,malignant,malignant
1,6,1,656,1,0,benign,benign
1,6,1,158,1,0,benign,benign
1,6,1,229,0,1,malignant,malignant
1,6,1,259,0.1,0.9,malignant,benign
1,6,1,462,1,0,benign,benign
1,6,1,39,0.1,0.9,malignant,malignant
1,6,1,140,1,0,benign,benign
1,6,1,369,1,0,benign,benign
1,6,1,12,0.3,0.7,malignant,malignant
1,6,1,331,1,0,benign,benign
1,6,1,272,0,1,malignant,malignant
1,6,1,419,0.7,0.3,benign,benign
1,6,1,280,1,0,benign,benign
1,6,1,285,0,1,malignant,malignant
1,6,1,447,1,0,benign,benign
1,6,1,684,1,0,benign,benign
1,6,1,179,0.3,0.7,malignant,malignant
1,6,1,127,1,0,benign,benign
1,6,1,394,1,0,benign,benign
1,6,1,523,0,1,malignant,malignant
1,6,1,646,1,0,benign,benign
1,6,1,94,1,0,benign,benign
1,6,1,201,0,1,malignant,malignant
1,6,1,555,0.4,0.6,malignant,benign
1,6,1,650,0.9,0.1,benign,benign
1,6,1,266,0,1,malignant,malignant
1,6,1,616,1,0,benign,benign
1,6,1,675,0.5,0.5,benign,benign
1,6,1,300,0,1,malignant,malignant
1,6,1,118,1,0,benign,benign
1,6,1,539,1,0,benign,benign
1,6,1,152,0,1,malignant,malignant
1,6,1,134,1,0,benign,benign
1,6,2,508,1,0,benign,benign
1,6,2,215,0,1,malignant,malignant
1,6,2,653,1,0,benign,benign
1,6,2,424,1,0,benign,benign
1,6,2,263,0,1,malignant,malignant
1,6,2,225,1,0,benign,benign
1,6,2,77,0.9,0.1,benign,benign
1,6,2,32,0,1,malignant,malignant
1,6,2,563,1,0,benign,benign
1,6,2,379,0.1,0.9,malignant,benign
1,6,2,286,0,1,malignant,malignant
1,6,2,192,1,0,benign,benign
1,6,2,165,1,0,benign,benign
1,6,2,205,0,1,malignant,malignant
1,6,2,250,1,0,benign,benign
1,6,2,494,0.8,0.2,benign,benign
1,6,2,612,0,1,malignant,malignant
1,6,2,470,1,0,benign,benign
1,6,2,239,0,1,malignant,malignant
1,6,2,620,1,0,benign,benign
1,6,2,365,1,0,benign,benign
1,6,2,53,0,1,malignant,malignant
1,6,2,24,1,0,benign,benign
1,6,2,35,1,0,benign,benign
1,6,2,549,0.1,0.9,malignant,malignant
1,6,2,509,1,0,benign,benign
1,6,2,461,1,0,benign,benign
1,6,2,188,0,1,malignant,malignant
1,6,2,271,1,0,benign,benign
1,6,2,217,1,0,benign,benign
1,6,2,155,0,1,malignant,malignant
1,6,2,138,1,0,benign,benign
1,6,2,434,0,1,malignant,benign
1,6,2,361,0.2,0.8,malignant,malignant
1,6,2,543,1,0,benign,benign
1,6,2,535,1,0,benign,benign
1,6,2,253,0,1,malignant,malignant
1,6,2,656,1,0,benign,benign
1,6,2,158,0.86096,0.13904,benign,benign
1,6,2,229,0,1,malignant,malignant
1,6,2,259,0,1,malignant,benign
1,6,2,462,1,0,benign,benign
1,6,2,39,0.3,0.7,malignant,malignant
1,6,2,140,1,0,benign,benign
1,6,2,369,1,0,benign,benign
1,6,2,12,0.2,0.8,malignant,malignant
1,6,2,331,1,0,benign,benign
1,6,2,272,0,1,malignant,malignant
1,6,2,419,0.9,0.1,benign,benign
1,6,2,280,1,0,benign,benign
1,6,2,285,0,1,malignant,malignant
1,6,2,447,1,0,benign,benign
1,6,2,684,1,0,benign,benign
1,6,2,179,0.5,0.5,benign,malignant
1,6,2,127,1,0,benign,benign
1,6,2,394,1,0,benign,benign
1,6,2,523,0,1,malignant,malignant
1,6,2,646,1,0,benign,benign
1,6,2,94,1,0,benign,benign
1,6,2,201,0,1,malignant,malignant
1,6,2,555,0.8,0.2,benign,benign
1,6,2,650,0.9,0.1,benign,benign
1,6,2,266,0,1,malignant,malignant
1,6,2,616,1,0,benign,benign
1,6,2,675,0.6,0.4,benign,benign
1,6,2,300,0,1,malignant,malignant
1,6,2,118,0.9,0.1,benign,benign
1,6,2,539,1,0,benign,benign
1,6,2,152,0,1,malignant,malignant
1,6,2,134,1,0,benign,benign
1,6,3,508,1,0,benign,benign
1,6,3,215,0,1,malignant,malignant
1,6,3,653,1,0,benign,benign
1,6,3,424,1,0,benign,benign
1,6,3,263,0,1,malignant,malignant
1,6,3,225,1,0,benign,benign
1,6,3,77,0.9,0.1,benign,benign
1,6,3,32,0,1,malignant,malignant
1,6,3,563,1,0,benign,benign
1,6,3,379,0.2,0.8,malignant,benign
1,6,3,286,0,1,malignant,malignant
1,6,3,192,1,0,benign,benign
1,6,3,165,1,0,benign,benign
1,6,3,205,0,1,malignant,malignant
1,6,3,250,0.8,0.2,benign,benign
1,6,3,494,1,0,benign,benign
1,6,3,612,0,1,malignant,malignant
1,6,3,470,1,0,benign,benign
1,6,3,239,0,1,malignant,malignant
1,6,3,620,1,0,benign,benign
1,6,3,365,1,0,benign,benign
1,6,3,53,0.1,0.9,malignant,malignant
1,6,3,24,1,0,benign,benign
1,6,3,35,1,0,benign,benign
1,6,3,549,0.1,0.9,malignant,malignant
1,6,3,509,1,0,benign,benign
1,6,3,461,1,0,benign,benign
1,6,3,188,0,1,malignant,malignant
1,6,3,271,1,0,benign,benign
1,6,3,217,1,0,benign,benign
1,6,3,155,0,1,malignant,malignant
1,6,3,138,1,0,benign,benign
1,6,3,434,0,1,malignant,benign
1,6,3,361,0.1,0.9,malignant,malignant
1,6,3,543,1,0,benign,benign
1,6,3,535,1,0,benign,benign
1,6,3,253,0,1,malignant,malignant
1,6,3,656,1,0,benign,benign
1,6,3,158,1,0,benign,benign
1,6,3,229,0,1,malignant,malignant
1,6,3,259,0,1,malignant,benign
1,6,3,462,1,0,benign,benign
1,6,3,39,0.4,0.6,malignant,malignant
1,6,3,140,1,0,benign,benign
1,6,3,369,1,0,benign,benign
1,6,3,12,0.5,0.5,benign,malignant
1,6,3,331,1,0,benign,benign
1,6,3,272,0.2,0.8,malignant,malignant
1,6,3,419,0.9,0.1,benign,benign
1,6,3,280,1,0,benign,benign
1,6,3,285,0,1,malignant,malignant
1,6,3,447,1,0,benign,benign
1,6,3,684,1,0,benign,benign
1,6,3,179,0.2,0.8,malignant,malignant
1,6,3,127,1,0,benign,benign
1,6,3,394,0.8,0.2,benign,benign
1,6,3,523,0,1,malignant,malignant
1,6,3,646,0.8,0.2,benign,benign
1,6,3,94,1,0,benign,benign
1,6,3,201,0,1,malignant,malignant
1,6,3,555,0.9,0.1,benign,benign
1,6,3,650,1,0,benign,benign
1,6,3,266,0,1,malignant,malignant
1,6,3,616,1,0,benign,benign
1,6,3,675,1,0,benign,benign
1,6,3,300,0,1,malignant,malignant
1,6,3,118,1,0,benign,benign
1,6,3,539,1,0,benign,benign
1,6,3,152,0,1,malignant,malignant
1,6,3,134,1,0,benign,benign
1,6,4,508,1,0,benign,benign
1,6,4,215,0,1,malignant,malignant
1,6,4,653,1,0,benign,benign
1,6,4,424,1,0,benign,benign
1,6,4,263,0,1,malignant,malignant
1,6,4,225,1,0,benign,benign
1,6,4,77,1,0,benign,benign
1,6,4,32,0,1,malignant,malignant
1,6,4,563,1,0,benign,benign
1,6,4,379,0.692857,0.307143,benign,benign
1,6,4,286,0,1,malignant,malignant
1,6,4,192,1,0,benign,benign
1,6,4,165,1,0,benign,benign
1,6,4,205,0,1,malignant,malignant
1,6,4,250,1,0,benign,benign
1,6,4,494,0.3,0.7,malignant,benign
1,6,4,612,0,1,malignant,malignant
1,6,4,470,1,0,benign,benign
1,6,4,239,0.2,0.8,malignant,malignant
1,6,4,620,1,0,benign,benign
1,6,4,365,1,0,benign,benign
1,6,4,53,0.1,0.9,malignant,malignant
1,6,4,24,1,0,benign,benign
1,6,4,35,1,0,benign,benign
1,6,4,549,0.1,0.9,malignant,malignant
1,6,4,509,1,0,benign,benign
1,6,4,461,1,0,benign,benign
1,6,4,188,0,1,malignant,malignant
1,6,4,271,1,0,benign,benign
1,6,4,217,1,0,benign,benign
1,6,4,155,0.1,0.9,malignant,malignant
1,6,4,138,1,0,benign,benign
1,6,4,434,0,1,malignant,benign
1,6,4,361,0.1,0.9,malignant,malignant
1,6,4,543,1,0,benign,benign
1,6,4,535,1,0,benign,benign
1,6,4,253,0,1,malignant,malignant
1,6,4,656,1,0,benign,benign
1,6,4,158,0.99863,0.00137,benign,benign
1,6,4,229,0,1,malignant,malignant
1,6,4,259,0,1,malignant,benign
1,6,4,462,1,0,benign,benign
1,6,4,39,0.4,0.6,malignant,malignant
1,6,4,140,1,0,benign,benign
1,6,4,369,1,0,benign,benign
1,6,4,12,0.3,0.7,malignant,malignant
1,6,4,331,1,0,benign,benign
1,6,4,272,0.2,0.8,malignant,malignant
1,6,4,419,1,0,benign,benign
1,6,4,280,1,0,benign,benign
1,6,4,285,0,1,malignant,malignant
1,6,4,447,1,0,benign,benign
1,6,4,684,1,0,benign,benign
1,6,4,179,0.2,0.8,malignant,malignant
1,6,4,127,1,0,benign,benign
1,6,4,394,1,0,benign,benign
1,6,4,523,0,1,malignant,malignant
1,6,4,646,1,0,benign,benign
1,6,4,94,1,0,benign,benign
1,6,4,201,0,1,malignant,malignant
1,6,4,555,0.992857,0.007143,benign,benign
1,6,4,650,0.8,0.2,benign,benign
1,6,4,266,0,1,malignant,malignant
1,6,4,616,1,0,benign,benign
1,6,4,675,0.9,0.1,benign,benign
1,6,4,300,0.3,0.7,malignant,malignant
1,6,4,118,0.9,0.1,benign,benign
1,6,4,539,1,0,benign,benign
1,6,4,152,0,1,malignant,malignant
1,6,4,134,1,0,benign,benign
1,6,5,508,1,0,benign,benign
1,6,5,215,0,1,malignant,malignant
1,6,5,653,1,0,benign,benign
1,6,5,424,1,0,benign,benign
1,6,5,263,0.2,0.8,malignant,malignant
1,6,5,225,1,0,benign,benign
1,6,5,77,1,0,benign,benign
1,6,5,32,0,1,malignant,malignant
1,6,5,563,1,0,benign,benign
1,6,5,379,0.520098,0.479902,benign,benign
1,6,5,286,0,1,malignant,malignant
1,6,5,192,1,0,benign,benign
1,6,5,165,1,0,benign,benign
1,6,5,205,0,1,malignant,malignant
1,6,5,250,1,0,benign,benign
1,6,5,494,0.417123,0.582877,malignant,benign
1,6,5,612,0,1,malignant,malignant
1,6,5,470,1,0,benign,benign
1,6,5,239,0.1,0.9,malignant,malignant
1,6,5,620,1,0,benign,benign
1,6,5,365,1,0,benign,benign
1,6,5,53,0,1,malignant,malignant
1,6,5,24,1,0,benign,benign
1,6,5,35,1,0,benign,benign
1,6,5,549,0,1,malignant,malignant
1,6,5,509,1,0,benign,benign
1,6,5,461,0.917123,0.082877,benign,benign
1,6,5,188,0.2,0.8,malignant,malignant
1,6,5,271,1,0,benign,benign
1,6,5,217,1,0,benign,benign
1,6,5,155,0.1,0.9,malignant,malignant
1,6,5,138,1,0,benign,benign
1,6,5,434,0,1,malignant,benign
1,6,5,361,0.1,0.9,malignant,malignant
1,6,5,543,1,0,benign,benign
1,6,5,535,1,0,benign,benign
1,6,5,253,0,1,malignant,malignant
1,6,5,656,1,0,benign,benign
1,6,5,158,0.955026,0.044974,benign,benign
1,6,5,229,0,1,malignant,malignant
1,6,5,259,0,1,malignant,benign
1,6,5,462,1,0,benign,benign
1,6,5,39,0.1,0.9,malignant,malignant
1,6,5,140,1,0,benign,benign
1,6,5,369,1,0,benign,benign
1,6,5,12,0.6,0.4,benign,malignant
1,6,5,331,1,0,benign,benign
1,6,5,272,0.1,0.9,malignant,malignant
1,6,5,419,1,0,benign,benign
1,6,5,280,1,0,benign,benign
1,6,5,285,0,1,malignant,malignant
1,6,5,447,1,0,benign,benign
1,6,5,684,1,0,benign,benign
1,6,5,179,0.6,0.4,benign,malignant
1,6,5,127,1,0,benign,benign
1,6,5,394,1,0,benign,benign
1,6,5,523,0.2,0.8,malignant,malignant
1,6,5,646,1,0,benign,benign
1,6,5,94,1,0,benign,benign
1,6,5,201,0,1,malignant,malignant
1,6,5,555,1,0,benign,benign
1,6,5,650,0.8,0.2,benign,benign
1,6,5,266,0,1,malignant,malignant
1,6,5,616,1,0,benign,benign
1,6,5,675,0.8,0.2,benign,benign
1,6,5,300,0.3,0.7,malignant,malignant
1,6,5,118,1,0,benign,benign
1,6,5,539,1,0,benign,benign
1,6,5,152,0,1,malignant,malignant
1,6,5,134,1,0,benign,benign
1,6,6,508,1,0,benign,benign
1,6,6,215,0,1,malignant,malignant
1,6,6,653,1,0,benign,benign
1,6,6,424,1,0,benign,benign
1,6,6,263,0,1,malignant,malignant
1,6,6,225,1,0,benign,benign
1,6,6,77,1,0,benign,benign
1,6,6,32,0,1,malignant,malignant
1,6,6,563,1,0,benign,benign
1,6,6,379,0.7,0.3,benign,benign
1,6,6,286,0,1,malignant,malignant
1,6,6,192,1,0,benign,benign
1,6,6,165,1,0,benign,benign
1,6,6,205,0,1,malignant,malignant
1,6,6,250,1,0,benign,benign
1,6,6,494,0.4,0.6,malignant,benign
1,6,6,612,0,1,malignant,malignant
1,6,6,470,1,0,benign,benign
1,6,6,239,0,1,malignant,malignant
1,6,6,620,1,0,benign,benign
1,6,6,365,1,0,benign,benign
1,6,6,53,0.1,0.9,malignant,malignant
1,6,6,24,1,0,benign,benign
1,6,6,35,1,0,benign,benign
1,6,6,549,0.1,0.9,malignant,malignant
1,6,6,509,1,0,benign,benign
1,6,6,461,1,0,benign,benign
1,6,6,188,0,1,malignant,malignant
1,6,6,271,1,0,benign,benign
1,6,6,217,1,0,benign,benign
1,6,6,155,0.1,0.9,malignant,malignant
1,6,6,138,1,0,benign,benign
1,6,6,434,0,1,malignant,benign
1,6,6,361,0.2,0.8,malignant,malignant
1,6,6,543,1,0,benign,benign
1,6,6,535,1,0,benign,benign
1,6,6,253,0,1,malignant,malignant
1,6,6,656,1,0,benign,benign
1,6,6,158,0.99849,0.00151,benign,benign
1,6,6,229,0,1,malignant,malignant
1,6,6,259,0.4,0.6,malignant,benign
1,6,6,462,1,0,benign,benign
1,6,6,39,0.2,0.8,malignant,malignant
1,6,6,140,1,0,benign,benign
1,6,6,369,1,0,benign,benign
1,6,6,12,0.3,0.7,malignant,malignant
1,6,6,331,1,0,benign,benign
1,6,6,272,0,1,malignant,malignant
1,6,6,419,0.9,0.1,benign,benign
1,6,6,280,1,0,benign,benign
1,6,6,285,0,1,malignant,malignant
1,6,6,447,1,0,benign,benign
1,6,6,684,1,0,benign,benign
1,6,6,179,0.2,0.8,malignant,malignant
1,6,6,127,1,0,benign,benign
1,6,6,394,1,0,benign,benign
1,6,6,523,0.1,0.9,malignant,malignant
1,6,6,646,1,0,benign,benign
1,6,6,94,1,0,benign,benign
1,6,6,201,0,1,malignant,malignant
1,6,6,555,0.8,0.2,benign,benign
1,6,6,650,1,0,benign,benign
1,6,6,266,0,1,malignant,malignant
1,6,6,616,1,0,benign,benign
1,6,6,675,0.9,0.1,benign,benign
1,6,6,300,0.2,0.8,malignant,malignant
1,6,6,118,1,0,benign,benign
1,6,6,539,1,0,benign,benign
1,6,6,152,0,1,malignant,malignant
1,6,6,134,1,0,benign,benign
1,6,7,508,1,0,benign,benign
1,6,7,215,0,1,malignant,malignant
1,6,7,653,1,0,benign,benign
1,6,7,424,1,0,benign,benign
1,6,7,263,0,1,malignant,malignant
1,6,7,225,1,0,benign,benign
1,6,7,77,1,0,benign,benign
1,6,7,32,0,1,malignant,malignant
1,6,7,563,1,0,benign,benign
1,6,7,379,0.5,0.5,benign,benign
1,6,7,286,0,1,malignant,malignant
1,6,7,192,1,0,benign,benign
1,6,7,165,1,0,benign,benign
1,6,7,205,0,1,malignant,malignant
1,6,7,250,1,0,benign,benign
1,6,7,494,0.7,0.3,benign,benign
1,6,7,612,0,1,malignant,malignant
1,6,7,470,1,0,benign,benign
1,6,7,239,0,1,malignant,malignant
1,6,7,620,1,0,benign,benign
1,6,7,365,1,0,benign,benign
1,6,7,53,0,1,malignant,malignant
1,6,7,24,1,0,benign,benign
1,6,7,35,1,0,benign,benign
1,6,7,549,0,1,malignant,malignant
1,6,7,509,1,0,benign,benign
1,6,7,461,1,0,benign,benign
1,6,7,188,0,1,malignant,malignant
1,6,7,271,1,0,benign,benign
1,6,7,217,1,0,benign,benign
1,6,7,155,0.2,0.8,malignant,malignant
1,6,7,138,1,0,benign,benign
1,6,7,434,0,1,malignant,benign
1,6,7,361,0.3,0.7,malignant,malignant
1,6,7,543,1,0,benign,benign
1,6,7,535,1,0,benign,benign
1,6,7,253,0,1,malignant,malignant
1,6,7,656,1,0,benign,benign
1,6,7,158,1,0,benign,benign
1,6,7,229,0,1,malignant,malignant
1,6,7,259,0.2,0.8,malignant,benign
1,6,7,462,1,0,benign,benign
1,6,7,39,0.5,0.5,benign,malignant
1,6,7,140,1,0,benign,benign
1,6,7,369,1,0,benign,benign
1,6,7,12,0.509722,0.490278,benign,malignant
1,6,7,331,1,0,benign,benign
1,6,7,272,0.1,0.9,malignant,malignant
1,6,7,419,0.9,0.1,benign,benign
1,6,7,280,1,0,benign,benign
1,6,7,285,0,1,malignant,malignant
1,6,7,447,1,0,benign,benign
1,6,7,684,1,0,benign,benign
1,6,7,179,0.6,0.4,benign,malignant
1,6,7,127,1,0,benign,benign
1,6,7,394,1,0,benign,benign
1,6,7,523,0,1,malignant,malignant
1,6,7,646,1,0,benign,benign
1,6,7,94,1,0,benign,benign
1,6,7,201,0,1,malignant,malignant
1,6,7,555,0.9,0.1,benign,benign
1,6,7,650,1,0,benign,benign
1,6,7,266,0,1,malignant,malignant
1,6,7,616,1,0,benign,benign
1,6,7,675,1,0,benign,benign
1,6,7,300,0,1,malignant,malignant
1,6,7,118,1,0,benign,benign
1,6,7,539,1,0,benign,benign
1,6,7,152,0,1,malignant,malignant
1,6,7,134,1,0,benign,benign
1,7,0,375,1,0,benign,benign
1,7,0,340,0.4,0.6,malignant,malignant
1,7,0,564,1,0,benign,benign
1,7,0,170,1,0,benign,benign
1,7,0,52,0,1,malignant,malignant
1,7,0,560,0.9,0.1,benign,benign
1,7,0,246,0,1,malignant,malignant
1,7,0,193,1,0,benign,benign
1,7,0,503,1,0,benign,benign
1,7,0,611,0,1,malignant,malignant
1,7,0,558,1,0,benign,benign
1,7,0,4,1,0,benign,benign
1,7,0,305,0.1,0.9,malignant,malignant
1,7,0,27,1,0,benign,benign
1,7,0,651,1,0,benign,benign
1,7,0,284,0.3,0.7,malignant,malignant
1,7,0,433,0.9,0.1,benign,benign
1,7,0,178,1,0,benign,benign
1,7,0,453,0.1,0.9,malignant,malignant
1,7,0,88,1,0,benign,benign
1,7,0,639,1,0,benign,benign
1,7,0,648,0,1,malignant,malignant
1,7,0,632,1,0,benign,benign
1,7,0,0,0.9,0.1,benign,benign
1,7,0,582,0,1,malignant,malignant
1,7,0,628,1,0,benign,benign
1,7,0,294,1,0,benign,benign
1,7,0,41,0,1,malignant,malignant
1,7,0,426,0.7,0.3,benign,benign
1,7,0,404,1,0,benign,benign
1,7,0,167,0,1,malignant,malignant
1,7,0,144,1,0,benign,benign
1,7,0,536,0.9,0.1,benign,benign
1,7,0,357,0,1,malignant,malignant
1,7,0,609,1,0,benign,benign
1,7,0,51,0.7,0.3,benign,malignant
1,7,0,692,1,0,benign,benign
1,7,0,7,1,0,benign,benign
1,7,0,99,0,1,malignant,malignant
1,7,0,683,1,0,benign,benign
1,7,0,614,1,0,benign,benign
1,7,0,302,0,1,malignant,malignant
1,7,0,418,0.8,0.2,benign,benign
1,7,0,116,0.7,0.3,benign,benign
1,7,0,44,0,1,malignant,malignant
1,7,0,108,1,0,benign,benign
1,7,0,637,0.9,0.1,benign,benign
1,7,0,183,0,1,malignant,malignant
1,7,0,627,1,0,benign,benign
1,7,0,319,0.2,0.8,malignant,benign
1,7,0,603,0,1,malignant,malignant
1,7,0,278,1,0,benign,benign
1,7,0,635,1,0,benign,benign
1,7,0,60,0,1,malignant,malignant
1,7,0,180,1,0,benign,benign
1,7,0,625,0.5,0.5,benign,benign
1,7,0,359,0,1,malignant,malignant
1,7,0,443,1,0,benign,benign
1,7,0,655,1,0,benign,benign
1,7,0,400,0,1,malignant,malignant
1,7,0,182,0.9,0.1,benign,benign
1,7,0,199,1,0,benign,benign
1,7,0,565,0,1,malignant,malignant
1,7,0,537,0.9,0.1,benign,benign
1,7,0,190,0,1,malignant,malignant
1,7,0,120,0.9,0.1,benign,benign
1,7,0,364,1,0,benign,benign
1,7,0,84,0,1,malignant,malignant
1,7,0,258,1,0,benign,benign
1,7,0,335,1,0,benign,benign
1,7,1,375,1,0,benign,benign
1,7,1,340,0.1,0.9,malignant,malignant
1,7,1,564,1,0,benign,benign
1,7,1,170,1,0,benign,benign
1,7,1,52,0,1,malignant,malignant
1,7,1,560,1,0,benign,benign
1,7,1,246,0,1,malignant,malignant
1,7,1,193,1,0,benign,benign
1,7,1,503,1,0,benign,benign
1,7,1,611,0.1,0.9,malignant,malignant
1,7,1,558,1,0,benign,benign
1,7,1,4,1,0,benign,benign
1,7,1,305,0,1,malignant,malignant
1,7,1,27,1,0,benign,benign
1,7,1,651,1,0,benign,benign
1,7,1,284,0.1,0.9,malignant,malignant
1,7,1,433,1,0,benign,benign
1,7,1,178,1,0,benign,benign
1,7,1,453,0,1,malignant,malignant
1,7,1,88,1,0,benign,benign
1,7,1,639,1,0,benign,benign
1,7,1,648,0.1,0.9,malignant,malignant
1,7,1,632,1,0,benign,benign
1,7,1,0,1,0,benign,benign
1,7,1,582,0,1,malignant,malignant
1,7,1,628,1,0,benign,benign
1,7,1,294,1,0,benign,benign
1,7,1,41,0,1,malignant,malignant
1,7,1,426,0.5,0.5,benign,benign
1,7,1,404,1,0,benign,benign
1,7,1,167,0,1,malignant,malignant
1,7,1,144,1,0,benign,benign
1,7,1,536,1,0,benign,benign
1,7,1,357,0,1,malignant,malignant
1,7,1,609,1,0,benign,benign
1,7,1,51,0.4,0.6,malignant,malignant
1,7,1,692,1,0,benign,benign
1,7,1,7,1,0,benign,benign
1,7,1,99,0,1,malignant,malignant
1,7,1,683,1,0,benign,benign
1,7,1,614,1,0,benign,benign
1,7,1,302,0,1,malignant,malignant
1,7,1,418,1,0,benign,benign
1,7,1,116,0.3,0.7,malignant,benign
1,7,1,44,0,1,malignant,malignant
1,7,1,108,1,0,benign,benign
1,7,1,637,0.5,0.5,benign,benign
1,7,1,183,0,1,malignant,malignant
1,7,1,627,1,0,benign,benign
1,7,1,319,0,1,malignant,benign
1,7,1,603,0.1,0.9,malignant,malignant
1,7,1,278,1,0,benign,benign
1,7,1,635,0.5,0.5,benign,benign
1,7,1,60,0.1,0.9,malignant,malignant
1,7,1,180,1,0,benign,benign
1,7,1,625,1,0,benign,benign
1,7,1,359,0,1,malignant,malignant
1,7,1,443,1,0,benign,benign
1,7,1,655,1,0,benign,benign
1,7,1,400,0,1,malignant,malignant
1,7,1,182,1,0,benign,benign
1,7,1,199,1,0,benign,benign
1,7,1,565,0,1,malignant,malignant
1,7,1,537,1,0,benign,benign
1,7,1,190,0,1,malignant,malignant
1,7,1,120,1,0,benign,benign
1,7,1,364,1,0,benign,benign
1,7,1,84,0,1,malignant,malignant
1,7,1,258,1,0,benign,benign
1,7,1,335,1,0,benign,benign
1,7,2,375,1,0,benign,benign
1,7,2,340,0,1,malignant,malignant
1,7,2,564,1,0,benign,benign
1,7,2,170,1,0,benign,benign
1,7,2,52,0,1,malignant,malignant
1,7,2,560,1,0,benign,benign
1,7,2,246,0,1,malignant,malignant
1,7,2,193,1,0,benign,benign
1,7,2,503,1,0,benign,benign
1,7,2,611,0.1,0.9,malignant,malignant
1,7,2,558,1,0,benign,benign
1,7,2,4,1,0,benign,benign
1,7,2,305,0,1,malignant,malignant
1,7,2,27,1,0,benign,benign
1,7,2,651,1,0,benign,benign
1,7,2,284,0.1,0.9,malignant,malignant
1,7,2,433,1,0,benign,benign
1,7,2,178,1,0,benign,benign
1,7,2,453,0,1,malignant,malignant
1,7,2,88,1,0,benign,benign
1,7,2,639,1,0,benign,benign
1,7,2,648,0.1,0.9,malignant,malignant
1,7,2,632,1,0,benign,benign
1,7,2,0,1,0,benign,benign
1,7,2,582,0,1,malignant,malignant
1,7,2,628,1,0,benign,benign
1,7,2,294,0.998864,0.001136,benign,benign
1,7,2,41,0,1,malignant,malignant
1,7,2,426,0.3,0.7,malignant,benign
1,7,2,404,1,0,benign,benign
1,7,2,167,0.1,0.9,malignant,malignant
1,7,2,144,1,0,benign,benign
1,7,2,536,1,0,benign,benign
1,7,2,357,0,1,malignant,malignant
1,7,2,609,1,0,benign,benign
1,7,2,51,0.6,0.4,benign,malignant
1,7,2,692,1,0,benign,benign
1,7,2,7,1,0,benign,benign
1,7,2,99,0,1,malignant,malignant
1,7,2,683,1,0,benign,benign
1,7,2,614,1,0,benign,benign
1,7,2,302,0,1,malignant,malignant
1,7,2,418,1,0,benign,benign
1,7,2,116,0.5,0.5,benign,benign
1,7,2,44,0.1,0.9,malignant,malignant
1,7,2,108,1,0,benign,benign
1,7,2,637,0.6,0.4,benign,benign
1,7,2,183,0,1,malignant,malignant
1,7,2,627,1,0,benign,benign
1,7,2,319,0,1,malignant,benign
1,7,2,603,0.1,0.9,malignant,malignant
1,7,2,278,1,0,benign,benign
1,7,2,635,0.6,0.4,benign,benign
1,7,2,60,0,1,malignant,malignant
1,7,2,180,1,0,benign,benign
1,7,2,625,0.8,0.2,benign,benign
1,7,2,359,0,1,malignant,malignant
1,7,2,443,1,0,benign,benign
1,7,2,655,1,0,benign,benign
1,7,2,400,0,1,malignant,malignant
1,7,2,182,1,0,benign,benign
1,7,2,199,1,0,benign,benign
1,7,2,565,0,1,malignant,malignant
1,7,2,537,1,0,benign,benign
1,7,2,190,0,1,malignant,malignant
1,7,2,120,1,0,benign,benign
1,7,2,364,1,0,benign,benign
1,7,2,84,0,1,malignant,malignant
1,7,2,258,1,0,benign,benign
1,7,2,335,1,0,benign,benign
1,7,3,375,1,0,benign,benign
1,7,3,340,0.2,0.8,malignant,malignant
1,7,3,564,1,0,benign,benign
1,7,3,170,1,0,benign,benign
1,7,3,52,0.1,0.9,malignant,malignant
1,7,3,560,1,0,benign,benign
1,7,3,246,0,1,malignant,malignant
1,7,3,193,1,0,benign,benign
1,7,3,503,1,0,benign,benign
1,7,3,611,0,1,malignant,malignant
1,7,3,558,1,0,benign,benign
1,7,3,4,1,0,benign,benign
1,7,3,305,0,1,malignant,malignant
1,7,3,27,1,0,benign,benign
1,7,3,651,1,0,benign,benign
1,7,3,284,0,1,malignant,malignant
1,7,3,433,0.8,0.2,benign,benign
1,7,3,178,1,0,benign,benign
1,7,3,453,0,1,malignant,malignant
1,7,3,88,1,0,benign,benign
1,7,3,639,1,0,benign,benign
1,7,3,648,0,1,malignant,malignant
1,7,3,632,1,0,benign,benign
1,7,3,0,1,0,benign,benign
1,7,3,582,0,1,malignant,malignant
1,7,3,628,1,0,benign,benign
1,7,3,294,1,0,benign,benign
1,7,3,41,0.1,0.9,malignant,malignant
1,7,3,426,0.2,0.8,malignant,benign
1,7,3,404,1,0,benign,benign
1,7,3,167,0,1,malignant,malignant
1,7,3,144,1,0,benign,benign
1,7,3,536,1,0,benign,benign
1,7,3,357,0,1,malignant,malignant
1,7,3,609,1,0,benign,benign
1,7,3,51,0.6,0.4,benign,malignant
1,7,3,692,1,0,benign,benign
1,7,3,7,1,0,benign,benign
1,7,3,99,0,1,malignant,malignant
1,7,3,683,1,0,benign,benign
1,7,3,614,1,0,benign,benign
1,7,3,302,0,1,malignant,malignant
1,7,3,418,0.7,0.3,benign,benign
1,7,3,116,0.4,0.6,malignant,benign
1,7,3,44,0,1,malignant,malignant
1,7,3,108,1,0,benign,benign
1,7,3,637,0.8,0.2,benign,benign
1,7,3,183,0,1,malignant,malignant
1,7,3,627,1,0,benign,benign
1,7,3,319,0.1,0.9,malignant,benign
1,7,3,603,0,1,malignant,malignant
1,7,3,278,1,0,benign,benign
1,7,3,635,1,0,benign,benign
1,7,3,60,0.3,0.7,malignant,malignant
1,7,3,180,1,0,benign,benign
1,7,3,625,1,0,benign,benign
1,7,3,359,0,1,malignant,malignant
1,7,3,443,1,0,benign,benign
1,7,3,655,1,0,benign,benign
1,7,3,400,0,1,malignant,malignant
1,7,3,182,1,0,benign,benign
1,7,3,199,1,0,benign,benign
1,7,3,565,0,1,malignant,malignant
1,7,3,537,1,0,benign,benign
1,7,3,190,0,1,malignant,malignant
1,7,3,120,1,0,benign,benign
1,7,3,364,1,0,benign,benign
1,7,3,84,0,1,malignant,malignant
1,7,3,258,1,0,benign,benign
1,7,3,335,1,0,benign,benign
1,7,4,375,1,0,benign,benign
1,7,4,340,0.3,0.7,malignant,malignant
1,7,4,564,1,0,benign,benign
1,7,4,170,1,0,benign,benign
1,7,4,52,0.1,0.9,malignant,malignant
1,7,4,560,1,0,benign,benign
1,7,4,246,0.1,0.9,malignant,malignant
1,7,4,193,1,0,benign,benign
1,7,4,503,1,0,benign,benign
1,7,4,611,0.1,0.9,malignant,malignant
1,7,4,558,1,0,benign,benign
1,7,4,4,1,0,benign,benign
1,7,4,305,0.1,0.9,malignant,malignant
1,7,4,27,1,0,benign,benign
1,7,4,651,1,0,benign,benign
1,7,4,284,0.2,0.8,malignant,malignant
1,7,4,433,1,0,benign,benign
1,7,4,178,1,0,benign,benign
1,7,4,453,0.1,0.9,malignant,malignant
1,7,4,88,1,0,benign,benign
1,7,4,639,1,0,benign,benign
1,7,4,648,0.1,0.9,malignant,malignant
1,7,4,632,1,0,benign,benign
1,7,4,0,1,0,benign,benign
1,7,4,582,0.1,0.9,malignant,malignant
1,7,4,628,1,0,benign,benign
1,7,4,294,1,0,benign,benign
1,7,4,41,0.3,0.7,malignant,malignant
1,7,4,426,0.8,0.2,benign,benign
1,7,4,404,1,0,benign,benign
1,7,4,167,0.1,0.9,malignant,malignant
1,7,4,144,1,0,benign,benign
1,7,4,536,1,0,benign,benign
1,7,4,357,0,1,malignant,malignant
1,7,4,609,1,0,benign,benign
1,7,4,51,0.3,0.7,malignant,malignant
1,7,4,692,1,0,benign,benign
1,7,4,7,1,0,benign,benign
1,7,4,99,0,1,malignant,malignant
1,7,4,683,1,0,benign,benign
1,7,4,614,1,0,benign,benign
1,7,4,302,0,1,malignant,malignant
1,7,4,418,1,0,benign,benign
1,7,4,116,0.6,0.4,benign,benign
1,7,4,44,0.010714,0.989286,malignant,malignant
1,7,4,108,0.9,0.1,benign,benign
1,7,4,637,0.9,0.1,benign,benign
1,7,4,183,0.1,0.9,malignant,malignant
1,7,4,627,1,0,benign,benign
1,7,4,319,0.1,0.9,malignant,benign
1,7,4,603,0.5,0.5,benign,malignant
1,7,4,278,1,0,benign,benign
1,7,4,635,0.9,0.1,benign,benign
1,7,4,60,0.3,0.7,malignant,malignant
1,7,4,180,1,0,benign,benign
1,7,4,625,0.9,0.1,benign,benign
1,7,4,359,0.2,0.8,malignant,malignant
1,7,4,443,1,0,benign,benign
1,7,4,655,1,0,benign,benign
1,7,4,400,0,1,malignant,malignant
1,7,4,182,1,0,benign,benign
1,7,4,199,1,0,benign,benign
1,7,4,565,0,1,malignant,malignant
1,7,4,537,1,0,benign,benign
1,7,4,190,0,1,malignant,malignant
1,7,4,120,1,0,benign,benign
1,7,4,364,1,0,benign,benign
1,7,4,84,0.128249,0.871751,malignant,malignant
1,7,4,258,1,0,benign,benign
1,7,4,335,1,0,benign,benign
1,7,5,375,1,0,benign,benign
1,7,5,340,0,1,malignant,malignant
1,7,5,564,1,0,benign,benign
1,7,5,170,1,0,benign,benign
1,7,5,52,0.1,0.9,malignant,malignant
1,7,5,560,1,0,benign,benign
1,7,5,246,0,1,malignant,malignant
1,7,5,193,1,0,benign,benign
1,7,5,503,1,0,benign,benign
1,7,5,611,0,1,malignant,malignant
1,7,5,558,1,0,benign,benign
1,7,5,4,1,0,benign,benign
1,7,5,305,0,1,malignant,malignant
1,7,5,27,1,0,benign,benign
1,7,5,651,1,0,benign,benign
1,7,5,284,0.1,0.9,malignant,malignant
1,7,5,433,1,0,benign,benign
1,7,5,178,1,0,benign,benign
1,7,5,453,0.4,0.6,malignant,malignant
1,7,5,88,1,0,benign,benign
1,7,5,639,1,0,benign,benign
1,7,5,648,0,1,malignant,malignant
1,7,5,632,1,0,benign,benign
1,7,5,0,1,0,benign,benign
1,7,5,582,0.2,0.8,malignant,malignant
1,7,5,628,1,0,benign,benign
1,7,5,294,0.991438,0.008562,benign,benign
1,7,5,41,0.1,0.9,malignant,malignant
1,7,5,426,0.7,0.3,benign,benign
1,7,5,404,1,0,benign,benign
1,7,5,167,0,1,malignant,malignant
1,7,5,144,1,0,benign,benign
1,7,5,536,1,0,benign,benign
1,7,5,357,0,1,malignant,malignant
1,7,5,609,1,0,benign,benign
1,7,5,51,0.4,0.6,malignant,malignant
1,7,5,692,1,0,benign,benign
1,7,5,7,1,0,benign,benign
1,7,5,99,0,1,malignant,malignant
1,7,5,683,1,0,benign,benign
1,7,5,614,1,0,benign,benign
1,7,5,302,0,1,malignant,malignant
1,7,5,418,1,0,benign,benign
1,7,5,116,0.4,0.6,malignant,benign
1,7,5,44,0,1,malignant,malignant
1,7,5,108,1,0,benign,benign
1,7,5,637,0.7,0.3,benign,benign
1,7,5,183,0,1,malignant,malignant
1,7,5,627,0.917123,0.082877,benign,benign
1,7,5,319,0.1,0.9,malignant,benign
1,7,5,603,0.4,0.6,malignant,malignant
1,7,5,278,1,0,benign,benign
1,7,5,635,0.8,0.2,benign,benign
1,7,5,60,0.4,0.6,malignant,malignant
1,7,5,180,1,0,benign,benign
1,7,5,625,0.9,0.1,benign,benign
1,7,5,359,0,1,malignant,malignant
1,7,5,443,1,0,benign,benign
1,7,5,655,1,0,benign,benign
1,7,5,400,0,1,malignant,malignant
1,7,5,182,1,0,benign,benign
1,7,5,199,1,0,benign,benign
1,7,5,565,0,1,malignant,malignant
1,7,5,537,1,0,benign,benign
1,7,5,190,0,1,malignant,malignant
1,7,5,120,1,0,benign,benign
1,7,5,364,1,0,benign,benign
1,7,5,84,0,1,malignant,malignant
1,7,5,258,1,0,benign,benign
1,7,5,335,1,0,benign,benign
1,7,6,375,1,0,benign,benign
1,7,6,340,0,1,malignant,malignant
1,7,6,564,1,0,benign,benign
1,7,6,170,1,0,benign,benign
1,7,6,52,0,1,malignant,malignant
1,7,6,560,1,0,benign,benign
1,7,6,246,0.1,0.9,malignant,malignant
1,7,6,193,1,0,benign,benign
1,7,6,503,1,0,benign,benign
1,7,6,611,0,1,malignant,malignant
1,7,6,558,1,0,benign,benign
1,7,6,4,1,0,benign,benign
1,7,6,305,0,1,malignant,malignant
1,7,6,27,1,0,benign,benign
1,7,6,651,1,0,benign,benign
1,7,6,284,0,1,malignant,malignant
1,7,6,433,1,0,benign,benign
1,7,6,178,1,0,benign,benign
1,7,6,453,0,1,malignant,malignant
1,7,6,88,1,0,benign,benign
1,7,6,639,1,0,benign,benign
1,7,6,648,0,1,malignant,malignant
1,7,6,632,1,0,benign,benign
1,7,6,0,1,0,benign,benign
1,7,6,582,0.2,0.8,malignant,malignant
1,7,6,628,1,0,benign,benign
1,7,6,294,0.998074,0.001926,benign,benign
1,7,6,41,0.1,0.9,malignant,malignant
1,7,6,426,0.814967,0.185033,benign,benign
1,7,6,404,1,0,benign,benign
1,7,6,167,0,1,malignant,malignant
1,7,6,144,1,0,benign,benign
1,7,6,536,1,0,benign,benign
1,7,6,357,0,1,malignant,malignant
1,7,6,609,1,0,benign,benign
1,7,6,51,0.425926,0.574074,malignant,malignant
1,7,6,692,1,0,benign,benign
1,7,6,7,1,0,benign,benign
1,7,6,99,0,1,malignant,malignant
1,7,6,683,1,0,benign,benign
1,7,6,614,1,0,benign,benign
1,7,6,302,0,1,malignant,malignant
1,7,6,418,1,0,benign,benign
1,7,6,116,0.525926,0.474074,benign,benign
1,7,6,44,0,1,malignant,malignant
1,7,6,108,1,0,benign,benign
1,7,6,637,0.9,0.1,benign,benign
1,7,6,183,0.1,0.9,malignant,malignant
1,7,6,627,1,0,benign,benign
1,7,6,319,0.2,0.8,malignant,benign
1,7,6,603,0.689041,0.310959,benign,malignant
1,7,6,278,1,0,benign,benign
1,7,6,635,1,0,benign,benign
1,7,6,60,0.2,0.8,malignant,malignant
1,7,6,180,1,0,benign,benign
1,7,6,625,0.9,0.1,benign,benign
1,7,6,359,0.1,0.9,malignant,malignant
1,7,6,443,1,0,benign,benign
1,7,6,655,1,0,benign,benign
1,7,6,400,0,1,malignant,malignant
1,7,6,182,1,0,benign,benign
1,7,6,199,1,0,benign,benign
1,7,6,565,0,1,malignant,malignant
1,7,6,537,1,0,benign,benign
1,7,6,190,0,1,malignant,malignant
1,7,6,120,1,0,benign,benign
1,7,6,364,1,0,benign,benign
1,7,6,84,0,1,malignant,malignant
1,7,6,258,1,0,benign,benign
1,7,6,335,1,0,benign,benign
1,7,7,375,1,0,benign,benign
1,7,7,340,0.1,0.9,malignant,malignant
1,7,7,564,1,0,benign,benign
1,7,7,170,1,0,benign,benign
1,7,7,52,0.1,0.9,malignant,malignant
1,7,7,560,1,0,benign,benign
1,7,7,246,0,1,malignant,malignant
1,7,7,193,1,0,benign,benign
1,7,7,503,1,0,benign,benign
1,7,7,611,0.1,0.9,malignant,malignant
1,7,7,558,1,0,benign,benign
1,7,7,4,1,0,benign,benign
1,7,7,305,0.1,0.9,malignant,malignant
1,7,7,27,1,0,benign,benign
1,7,7,651,1,0,benign,benign
1,7,7,284,0,1,malignant,malignant
1,7,7,433,1,0,benign,benign
1,7,7,178,1,0,benign,benign
1,7,7,453,0,1,malignant,malignant
1,7,7,88,1,0,benign,benign
1,7,7,639,1,0,benign,benign
1,7,7,648,0.1,0.9,malignant,malignant
1,7,7,632,1,0,benign,benign
1,7,7,0,1,0,benign,benign
1,7,7,582,0.2,0.8,malignant,malignant
1,7,7,628,1,0,benign,benign
1,7,7,294,1,0,benign,benign
1,7,7,41,0,1,malignant,malignant
1,7,7,426,1,0,benign,benign
1,7,7,404,1,0,benign,benign
1,7,7,167,0,1,malignant,malignant
1,7,7,144,1,0,benign,benign
1,7,7,536,1,0,benign,benign
1,7,7,357,0,1,malignant,malignant
1,7,7,609,1,0,benign,benign
1,7,7,51,0.611379,0.388621,benign,malignant
1,7,7,692,1,0,benign,benign
1,7,7,7,1,0,benign,benign
1,7,7,99,0,1,malignant,malignant
1,7,7,683,1,0,benign,benign
1,7,7,614,1,0,benign,benign
1,7,7,302,0,1,malignant,malignant
1,7,7,418,1,0,benign,benign
1,7,7,116,0.7,0.3,benign,benign
1,7,7,44,0,1,malignant,malignant
1,7,7,108,1,0,benign,benign
1,7,7,637,0.8,0.2,benign,benign
1,7,7,183,0,1,malignant,malignant
1,7,7,627,1,0,benign,benign
1,7,7,319,0.1,0.9,malignant,benign
1,7,7,603,0.2,0.8,malignant,malignant
1,7,7,278,1,0,benign,benign
1,7,7,635,1,0,benign,benign
1,7,7,60,0.4,0.6,malignant,malignant
1,7,7,180,1,0,benign,benign
1,7,7,625,0.811379,0.188621,benign,benign
1,7,7,359,0,1,malignant,malignant
1,7,7,443,1,0,benign,benign
1,7,7,655,1,0,benign,benign
1,7,7,400,0,1,malignant,malignant
1,7,7,182,1,0,benign,benign
1,7,7,199,1,0,benign,benign
1,7,7,565,0,1,malignant,malignant
1,7,7,537,1,0,benign,benign
1,7,7,190,0,1,malignant,malignant
1,7,7,120,1,0,benign,benign
1,7,7,364,1,0,benign,benign
1,7,7,84,0,1,malignant,malignant
1,7,7,258,1,0,benign,benign
1,7,7,335,1,0,benign,benign
1,8,0,159,0,1,malignant,malignant
1,8,0,630,1,0,benign,benign
1,8,0,136,1,0,benign,benign
1,8,0,46,0,1,malignant,malignant
1,8,0,313,1,0,benign,benign
1,8,0,408,0.8,0.2,benign,benign
1,8,0,54,0,1,malignant,malignant
1,8,0,617,1,0,benign,benign
1,8,0,647,1,0,benign,benign
1,8,0,50,0.7,0.3,benign,malignant
1,8,0,598,1,0,benign,benign
1,8,0,687,1,0,benign,benign
1,8,0,427,0,1,malignant,malignant
1,8,0,352,0.1,0.9,malignant,benign
1,8,0,566,1,0,benign,benign
1,8,0,279,0,1,malignant,malignant
1,8,0,486,1,0,benign,benign
1,8,0,458,1,0,benign,benign
1,8,0,264,0,1,malignant,malignant
1,8,0,469,1,0,benign,benign
1,8,0,135,0.9,0.1,benign,benign
1,8,0,698,0,1,malignant,malignant
1,8,0,130,1,0,benign,benign
1,8,0,348,0.3,0.7,malignant,malignant
1,8,0,383,1,0,benign,benign
1,8,0,495,1,0,benign,benign
1,8,0,142,0,1,malignant,malignant
1,8,0,355,0.6,0.4,benign,benign
1,8,0,579,1,0,benign,benign
1,8,0,519,0,1,malignant,malignant
1,8,0,473,1,0,benign,benign
1,8,0,575,0.9,0.1,benign,benign
1,8,0,122,0,1,malignant,malignant
1,8,0,363,0.9,0.1,benign,benign
1,8,0,553,1,0,benign,benign
1,8,0,608,0,1,malignant,malignant
1,8,0,208,1,0,benign,benign
1,8,0,492,1,0,benign,benign
1,8,0,506,0,1,malignant,malignant
1,8,0,526,1,0,benign,benign
1,8,0,244,1,0,benign,benign
1,8,0,594,0,1,malignant,malignant
1,8,0,597,0.9,0.1,benign,benign
1,8,0,256,1,0,benign,benign
1,8,0,568,0.3,0.7,malignant,malignant
1,8,0,554,1,0,benign,benign
1,8,0,410,1,0,benign,benign
1,8,0,570,0,1,malignant,malignant
1,8,0,676,1,0,benign,benign
1,8,0,501,1,0,benign,benign
1,8,0,323,0.4,0.6,malignant,malignant
1,8,0,93,1,0,benign,benign
1,8,0,42,0,1,malignant,malignant
1,8,0,557,1,0,benign,benign
1,8,0,477,1,0,benign,benign
1,8,0,456,0,1,malignant,malignant
1,8,0,417,1,0,benign,benign
1,8,0,623,1,0,benign,benign
1,8,0,5,0,1,malignant,malignant
1,8,0,445,1,0,benign,benign
1,8,0,34,1,0,benign,benign
1,8,0,571,0,1,malignant,malignant
1,8,0,685,1,0,benign,benign
1,8,0,439,1,0,benign,benign
1,8,0,187,0,1,malignant,malignant
1,8,0,314,1,0,benign,benign
1,8,0,164,0.9,0.1,benign,benign
1,8,0,333,0,1,malignant,malignant
1,8,0,415,0.3,0.7,malignant,benign
1,8,0,476,1,0,benign,benign
1,8,1,159,0,1,malignant,malignant
1,8,1,630,1,0,benign,benign
1,8,1,136,1,0,benign,benign
1,8,1,46,0,1,malignant,malignant
1,8,1,313,1,0,benign,benign
1,8,1,408,0.5,0.5,benign,benign
1,8,1,54,0,1,malignant,malignant
1,8,1,617,1,0,benign,benign
1,8,1,647,1,0,benign,benign
1,8,1,50,0.2,0.8,malignant,malignant
1,8,1,598,1,0,benign,benign
1,8,1,687,1,0,benign,benign
1,8,1,427,0,1,malignant,malignant
1,8,1,352,0.1,0.9,malignant,benign
1,8,1,566,1,0,benign,benign
1,8,1,279,0,1,malignant,malignant
1,8,1,486,1,0,benign,benign
1,8,1,458,1,0,benign,benign
1,8,1,264,0,1,malignant,malignant
1,8,1,469,1,0,benign,benign
1,8,1,135,1,0,benign,benign
1,8,1,698,0,1,malignant,malignant
1,8,1,130,1,0,benign,benign
1,8,1,348,0.1,0.9,malignant,malignant
1,8,1,383,1,0,benign,benign
1,8,1,495,1,0,benign,benign
1,8,1,142,0,1,malignant,malignant
1,8,1,355,1,0,benign,benign
1,8,1,579,1,0,benign,benign
1,8,1,519,0,1,malignant,malignant
1,8,1,473,1,0,benign,benign
1,8,1,575,1,0,benign,benign
1,8,1,122,0,1,malignant,malignant
1,8,1,363,0.3,0.7,malignant,benign
1,8,1,553,0.7,0.3,benign,benign
1,8,1,608,0,1,malignant,malignant
1,8,1,208,1,0,benign,benign
1,8,1,492,1,0,benign,benign
1,8,1,506,0,1,malignant,malignant
1,8,1,526,1,0,benign,benign
1,8,1,244,1,0,benign,benign
1,8,1,594,0,1,malignant,malignant
1,8,1,597,1,0,benign,benign
1,8,1,256,1,0,benign,benign
1,8,1,568,0.1,0.9,malignant,malignant
1,8,1,554,1,0,benign,benign
1,8,1,410,1,0,benign,benign
1,8,1,570,0,1,malignant,malignant
1,8,1,676,1,0,benign,benign
1,8,1,501,1,0,benign,benign
1,8,1,323,0.1,0.9,malignant,malignant
1,8,1,93,1,0,benign,benign
1,8,1,42,0,1,malignant,malignant
1,8,1,557,1,0,benign,benign
1,8,1,477,1,0,benign,benign
1,8,1,456,0,1,malignant,malignant
1,8,1,417,1,0,benign,benign
1,8,1,623,1,0,benign,benign
1,8,1,5,0,1,malignant,malignant
1,8,1,445,1,0,benign,benign
1,8,1,34,1,0,benign,benign
1,8,1,571,0,1,malignant,malignant
1,8,1,685,1,0,benign,benign
1,8,1,439,1,0,benign,benign
1,8,1,187,0,1,malignant,malignant
1,8,1,314,1,0,benign,benign
1,8,1,164,0.972222,0.027778,benign,benign
1,8,1,333,0,1,malignant,malignant
1,8,1,415,0.4,0.6,malignant,benign
1,8,1,476,1,0,benign,benign
1,8,2,159,0,1,malignant,malignant
1,8,2,630,1,0,benign,benign
1,8,2,136,1,0,benign,benign
1,8,2,46,0,1,malignant,malignant
1,8,2,313,1,0,benign,benign
1,8,2,408,0.8,0.2,benign,benign
1,8,2,54,0,1,malignant,malignant
1,8,2,617,0.998864,0.001136,benign,benign
1,8,2,647,1,0,benign,benign
1,8,2,50,0.2,0.8,malignant,malignant
1,8,2,598,1,0,benign,benign
1,8,2,687,1,0,benign,benign
1,8,2,427,0.1,0.9,malignant,malignant
1,8,2,352,0,1,malignant,benign
1,8,2,566,1,0,benign,benign
1,8,2,279,0,1,malignant,malignant
1,8,2,486,1,0,benign,benign
1,8,2,458,1,0,benign,benign
1,8,2,264,0,1,malignant,malignant
1,8,2,469,1,0,benign,benign
1,8,2,135,1,0,benign,benign
1,8,2,698,0,1,malignant,malignant
1,8,2,130,1,0,benign,benign
1,8,2,348,0.1,0.9,malignant,malignant
1,8,2,383,1,0,benign,benign
1,8,2,495,1,0,benign,benign
1,8,2,142,0,1,malignant,malignant
1,8,2,355,1,0,benign,benign
1,8,2,579,1,0,benign,benign
1,8,2,519,0,1,malignant,malignant
1,8,2,473,1,0,benign,benign
1,8,2,575,1,0,benign,benign
1,8,2,122,0,1,malignant,malignant
1,8,2,363,0.2,0.8,malignant,benign
1,8,2,553,0.7,0.3,benign,benign
1,8,2,608,0,1,malignant,malignant
1,8,2,208,1,0,benign,benign
1,8,2,492,1,0,benign,benign
1,8,2,506,0,1,malignant,malignant
1,8,2,526,1,0,benign,benign
1,8,2,244,1,0,benign,benign
1,8,2,594,0,1,malignant,malignant
1,8,2,597,1,0,benign,benign
1,8,2,256,1,0,benign,benign
1,8,2,568,0,1,malignant,malignant
1,8,2,554,1,0,benign,benign
1,8,2,410,1,0,benign,benign
1,8,2,570,0,1,malignant,malignant
1,8,2,676,1,0,benign,benign
1,8,2,501,1,0,benign,benign
1,8,2,323,0,1,malignant,malignant
1,8,2,93,1,0,benign,benign
1,8,2,42,0,1,malignant,malignant
1,8,2,557,1,0,benign,benign
1,8,2,477,1,0,benign,benign
1,8,2,456,0,1,malignant,malignant
1,8,2,417,1,0,benign,benign
1,8,2,623,1,0,benign,benign
1,8,2,5,0,1,malignant,malignant
1,8,2,445,1,0,benign,benign
1,8,2,34,1,0,benign,benign
1,8,2,571,0,1,malignant,malignant
1,8,2,685,1,0,benign,benign
1,8,2,439,1,0,benign,benign
1,8,2,187,0,1,malignant,malignant
1,8,2,314,1,0,benign,benign
1,8,2,164,0.998864,0.001136,benign,benign
1,8,2,333,0,1,malignant,malignant
1,8,2,415,0.5,0.5,benign,benign
1,8,2,476,1,0,benign,benign
1,8,3,159,0,1,malignant,malignant
1,8,3,630,0.8,0.2,benign,benign
1,8,3,136,1,0,benign,benign
1,8,3,46,0.3,0.7,malignant,malignant
1,8,3,313,1,0,benign,benign
1,8,3,408,0.7,0.3,benign,benign
1,8,3,54,0.1,0.9,malignant,malignant
1,8,3,617,1,0,benign,benign
1,8,3,647,1,0,benign,benign
1,8,3,50,0,1,malignant,malignant
1,8,3,598,1,0,benign,benign
1,8,3,687,1,0,benign,benign
1,8,3,427,0,1,malignant,malignant
1,8,3,352,0.3,0.7,malignant,benign
1,8,3,566,1,0,benign,benign
1,8,3,279,0,1,malignant,malignant
1,8,3,486,1,0,benign,benign
1,8,3,458,1,0,benign,benign
1,8,3,264,0.1,0.9,malignant,malignant
1,8,3,469,1,0,benign,benign
1,8,3,135,1,0,benign,benign
1,8,3,698,0,1,malignant,malignant
1,8,3,130,1,0,benign,benign
1,8,3,348,0.3,0.7,malignant,malignant
1,8,3,383,1,0,benign,benign
1,8,3,495,1,0,benign,benign
1,8,3,142,0,1,malignant,malignant
1,8,3,355,1,0,benign,benign
1,8,3,579,1,0,benign,benign
1,8,3,519,0,1,malignant,malignant
1,8,3,473,1,0,benign,benign
1,8,3,575,1,0,benign,benign
1,8,3,122,0,1,malignant,malignant
1,8,3,363,0.4,0.6,malignant,benign
1,8,3,553,0.6,0.4,benign,benign
1,8,3,608,0,1,malignant,malignant
1,8,3,208,1,0,benign,benign
1,8,3,492,1,0,benign,benign
1,8,3,506,0,1,malignant,malignant
1,8,3,526,1,0,benign,benign
1,8,3,244,1,0,benign,benign
1,8,3,594,0,1,malignant,malignant
1,8,3,597,1,0,benign,benign
1,8,3,256,1,0,benign,benign
1,8,3,568,0,1,malignant,malignant
1,8,3,554,1,0,benign,benign
1,8,3,410,1,0,benign,benign
1,8,3,570,0.1,0.9,malignant,malignant
1,8,3,676,1,0,benign,benign
1,8,3,501,1,0,benign,benign
1,8,3,323,0.1,0.9,malignant,malignant
1,8,3,93,1,0,benign,benign
1,8,3,42,0,1,malignant,malignant
1,8,3,557,1,0,benign,benign
1,8,3,477,1,0,benign,benign
1,8,3,456,0,1,malignant,malignant
1,8,3,417,1,0,benign,benign
1,8,3,623,1,0,benign,benign
1,8,3,5,0,1,malignant,malignant
1,8,3,445,1,0,benign,benign
1,8,3,34,1,0,benign,benign
1,8,3,571,0,1,malignant,malignant
1,8,3,685,1,0,benign,benign
1,8,3,439,1,0,benign,benign
1,8,3,187,0,1,malignant,malignant
1,8,3,314,1,0,benign,benign
1,8,3,164,0.997115,0.002885,benign,benign
1,8,3,333,0.1,0.9,malignant,malignant
1,8,3,415,0.7,0.3,benign,benign
1,8,3,476,1,0,benign,benign
1,8,4,159,0,1,malignant,malignant
1,8,4,630,1,0,benign,benign
1,8,4,136,1,0,benign,benign
1,8,4,46,0.028249,0.971751,malignant,malignant
1,8,4,313,1,0,benign,benign
1,8,4,408,0.9,0.1,benign,benign
1,8,4,54,0,1,malignant,malignant
1,8,4,617,1,0,benign,benign
1,8,4,647,1,0,benign,benign
1,8,4,50,0.1,0.9,malignant,malignant
1,8,4,598,1,0,benign,benign
1,8,4,687,0.9,0.1,benign,benign
1,8,4,427,0,1,malignant,malignant
1,8,4,352,0.3,0.7,malignant,benign
1,8,4,566,1,0,benign,benign
1,8,4,279,0,1,malignant,malignant
1,8,4,486,1,0,benign,benign
1,8,4,458,1,0,benign,benign
1,8,4,264,0,1,malignant,malignant
1,8,4,469,1,0,benign,benign
1,8,4,135,0.8,0.2,benign,benign
1,8,4,698,0,1,malignant,malignant
1,8,4,130,1,0,benign,benign
1,8,4,348,0.5,0.5,benign,malignant
1,8,4,383,1,0,benign,benign
1,8,4,495,1,0,benign,benign
1,8,4,142,0,1,malignant,malignant
1,8,4,355,1,0,benign,benign
1,8,4,579,1,0,benign,benign
1,8,4,519,0,1,malignant,malignant
1,8,4,473,1,0,benign,benign
1,8,4,575,1,0,benign,benign
1,8,4,122,0,1,malignant,malignant
1,8,4,363,0.4,0.6,malignant,benign
1,8,4,553,0.5,0.5,benign,benign
1,8,4,608,0,1,malignant,malignant
1,8,4,208,1,0,benign,benign
1,8,4,492,1,0,benign,benign
1,8,4,506,0.1,0.9,malignant,malignant
1,8,4,526,1,0,benign,benign
1,8,4,244,1,0,benign,benign
1,8,4,594,0,1,malignant,malignant
1,8,4,597,1,0,benign,benign
1,8,4,256,1,0,benign,benign
1,8,4,568,0.3,0.7,malignant,malignant
1,8,4,554,1,0,benign,benign
1,8,4,410,1,0,benign,benign
1,8,4,570,0,1,malignant,malignant
1,8,4,676,1,0,benign,benign
1,8,4,501,1,0,benign,benign
1,8,4,323,0.2,0.8,malignant,malignant
1,8,4,93,1,0,benign,benign
1,8,4,42,0,1,malignant,malignant
1,8,4,557,1,0,benign,benign
1,8,4,477,1,0,benign,benign
1,8,4,456,0,1,malignant,malignant
1,8,4,417,1,0,benign,benign
1,8,4,623,1,0,benign,benign
1,8,4,5,0,1,malignant,malignant
1,8,4,445,1,0,benign,benign
1,8,4,34,1,0,benign,benign
1,8,4,571,0,1,malignant,malignant
1,8,4,685,1,0,benign,benign
1,8,4,439,1,0,benign,benign
1,8,4,187,0,1,malignant,malignant
1,8,4,314,1,0,benign,benign
1,8,4,164,0.918001,0.081999,benign,benign
1,8,4,333,0.2,0.8,malignant,malignant
1,8,4,415,0.3,0.7,malignant,benign
1,8,4,476,1,0,benign,benign
1,8,5,159,0,1,malignant,malignant
1,8,5,630,0.9,0.1,benign,benign
1,8,5,136,1,0,benign,benign
1,8,5,46,0.146677,0.853323,malignant,malignant
1,8,5,313,1,0,benign,benign
1,8,5,408,0.9,0.1,benign,benign
1,8,5,54,0,1,malignant,malignant
1,8,5,617,0.991438,0.008562,benign,benign
1,8,5,647,1,0,benign,benign
1,8,5,50,0.1,0.9,malignant,malignant
1,8,5,598,1,0,benign,benign
1,8,5,687,1,0,benign,benign
1,8,5,427,0,1,malignant,malignant
1,8,5,352,0.4,0.6,malignant,benign
1,8,5,566,1,0,benign,benign
1,8,5,279,0,1,malignant,malignant
1,8,5,486,1,0,benign,benign
1,8,5,458,1,0,benign,benign
1,8,5,264,0,1,malignant,malignant
1,8,5,469,1,0,benign,benign
1,8,5,135,1,0,benign,benign
1,8,5,698,0,1,malignant,malignant
1,8,5,130,1,0,benign,benign
1,8,5,348,0.420098,0.579902,malignant,malignant
1,8,5,383,1,0,benign,benign
1,8,5,495,1,0,benign,benign
1,8,5,142,0,1,malignant,malignant
1,8,5,355,1,0,benign,benign
1,8,5,579,1,0,benign,benign
1,8,5,519,0,1,malignant,malignant
1,8,5,473,1,0,benign,benign
1,8,5,575,1,0,benign,benign
1,8,5,122,0,1,malignant,malignant
1,8,5,363,0.6,0.4,benign,benign
1,8,5,553,0.7,0.3,benign,benign
1,8,5,608,0,1,malignant,malignant
1,8,5,208,1,0,benign,benign
1,8,5,492,1,0,benign,benign
1,8,5,506,0,1,malignant,malignant
1,8,5,526,1,0,benign,benign
1,8,5,244,1,0,benign,benign
1,8,5,594,0,1,malignant,malignant
1,8,5,597,1,0,benign,benign
1,8,5,256,1,0,benign,benign
1,8,5,568,0.1,0.9,malignant,malignant
1,8,5,554,1,0,benign,benign
1,8,5,410,1,0,benign,benign
1,8,5,570,0.1,0.9,malignant,malignant
1,8,5,676,1,0,benign,benign
1,8,5,501,1,0,benign,benign
1,8,5,323,0.2,0.8,malignant,malignant
1,8,5,93,1,0,benign,benign
1,8,5,42,0,1,malignant,malignant
1,8,5,557,1,0,benign,benign
1,8,5,477,1,0,benign,benign
1,8,5,456,0,1,malignant,malignant
1,8,5,417,1,0,benign,benign
1,8,5,623,1,0,benign,benign
1,8,5,5,0,1,malignant,malignant
1,8,5,445,1,0,benign,benign
1,8,5,34,1,0,benign,benign
1,8,5,571,0.1,0.9,malignant,malignant
1,8,5,685,1,0,benign,benign
1,8,5,439,1,0,benign,benign
1,8,5,187,0.1,0.9,malignant,malignant
1,8,5,314,1,0,benign,benign
1,8,5,164,0.922862,0.077138,benign,benign
1,8,5,333,0.3,0.7,malignant,malignant
1,8,5,415,0.8,0.2,benign,benign
1,8,5,476,1,0,benign,benign
1,8,6,159,0,1,malignant,malignant
1,8,6,630,0.9,0.1,benign,benign
1,8,6,136,1,0,benign,benign
1,8,6,46,0.2,0.8,malignant,malignant
1,8,6,313,1,0,benign,benign
1,8,6,408,1,0,benign,benign
1,8,6,54,0.2,0.8,malignant,malignant
1,8,6,617,1,0,benign,benign
1,8,6,647,1,0,benign,benign
1,8,6,50,0,1,malignant,malignant
1,8,6,598,1,0,benign,benign
1,8,6,687,1,0,benign,benign
1,8,6,427,0,1,malignant,malignant
1,8,6,352,0.2,0.8,malignant,benign
1,8,6,566,1,0,benign,benign
1,8,6,279,0,1,malignant,malignant
1,8,6,486,1,0,benign,benign
1,8,6,458,1,0,benign,benign
1,8,6,264,0,1,malignant,malignant
1,8,6,469,1,0,benign,benign
1,8,6,135,1,0,benign,benign
1,8,6,698,0,1,malignant,malignant
1,8,6,130,1,0,benign,benign
1,8,6,348,0.6,0.4,benign,malignant
1,8,6,383,1,0,benign,benign
1,8,6,495,1,0,benign,benign
1,8,6,142,0,1,malignant,malignant
1,8,6,355,1,0,benign,benign
1,8,6,579,1,0,benign,benign
1,8,6,519,0,1,malignant,malignant
1,8,6,473,1,0,benign,benign
1,8,6,575,1,0,benign,benign
1,8,6,122,0,1,malignant,malignant
1,8,6,363,0.6,0.4,benign,benign
1,8,6,553,0.7,0.3,benign,benign
1,8,6,608,0,1,malignant,malignant
1,8,6,208,1,0,benign,benign
1,8,6,492,1,0,benign,benign
1,8,6,506,0,1,malignant,malignant
1,8,6,526,1,0,benign,benign
1,8,6,244,1,0,benign,benign
1,8,6,594,0.1,0.9,malignant,malignant
1,8,6,597,1,0,benign,benign
1,8,6,256,1,0,benign,benign
1,8,6,568,0.1,0.9,malignant,malignant
1,8,6,554,1,0,benign,benign
1,8,6,410,1,0,benign,benign
1,8,6,570,0.3,0.7,malignant,malignant
1,8,6,676,1,0,benign,benign
1,8,6,501,1,0,benign,benign
1,8,6,323,0.2,0.8,malignant,malignant
1,8,6,93,1,0,benign,benign
1,8,6,42,0.1,0.9,malignant,malignant
1,8,6,557,1,0,benign,benign
1,8,6,477,1,0,benign,benign
1,8,6,456,0,1,malignant,malignant
1,8,6,417,1,0,benign,benign
1,8,6,623,1,0,benign,benign
1,8,6,5,0,1,malignant,malignant
1,8,6,445,1,0,benign,benign
1,8,6,34,1,0,benign,benign
1,8,6,571,0,1,malignant,malignant
1,8,6,685,1,0,benign,benign
1,8,6,439,1,0,benign,benign
1,8,6,187,0,1,malignant,malignant
1,8,6,314,1,0,benign,benign
1,8,6,164,0.993774,0.006226,benign,benign
1,8,6,333,0.1,0.9,malignant,malignant
1,8,6,415,0.8,0.2,benign,benign
1,8,6,476,1,0,benign,benign
1,8,7,159,0,1,malignant,malignant
1,8,7,630,1,0,benign,benign
1,8,7,136,1,0,benign,benign
1,8,7,46,0.3,0.7,malignant,malignant
1,8,7,313,1,0,benign,benign
1,8,7,408,0.9,0.1,benign,benign
1,8,7,54,0,1,malignant,malignant
1,8,7,617,1,0,benign,benign
1,8,7,647,1,0,benign,benign
1,8,7,50,0.2,0.8,malignant,malignant
1,8,7,598,1,0,benign,benign
1,8,7,687,1,0,benign,benign
1,8,7,427,0,1,malignant,malignant
1,8,7,352,0.4,0.6,malignant,benign
1,8,7,566,1,0,benign,benign
1,8,7,279,0.1,0.9,malignant,malignant
1,8,7,486,1,0,benign,benign
1,8,7,458,1,0,benign,benign
1,8,7,264,0,1,malignant,malignant
1,8,7,469,1,0,benign,benign
1,8,7,135,1,0,benign,benign
1,8,7,698,0,1,malignant,malignant
1,8,7,130,1,0,benign,benign
1,8,7,348,0.5,0.5,benign,malignant
1,8,7,383,1,0,benign,benign
1,8,7,495,1,0,benign,benign
1,8,7,142,0,1,malignant,malignant
1,8,7,355,1,0,benign,benign
1,8,7,579,1,0,benign,benign
1,8,7,519,0,1,malignant,malignant
1,8,7,473,1,0,benign,benign
1,8,7,575,1,0,benign,benign
1,8,7,122,0,1,malignant,malignant
1,8,7,363,0.6,0.4,benign,benign
1,8,7,553,0.6,0.4,benign,benign
1,8,7,608,0,1,malignant,malignant
1,8,7,208,1,0,benign,benign
1,8,7,492,1,0,benign,benign
1,8,7,506,0,1,malignant,malignant
1,8,7,526,1,0,benign,benign
1,8,7,244,1,0,benign,benign
1,8,7,594,0.2,0.8,malignant,malignant
1,8,7,597,1,0,benign,benign
1,8,7,256,1,0,benign,benign
1,8,7,568,0.1,0.9,malignant,malignant
1,8,7,554,1,0,benign,benign
1,8,7,410,1,0,benign,benign
1,8,7,570,0,1,malignant,malignant
1,8,7,676,1,0,benign,benign
1,8,7,501,1,0,benign,benign
1,8,7,323,0.2,0.8,malignant,malignant
1,8,7,93,1,0,benign,benign
1,8,7,42,0,1,malignant,malignant
1,8,7,557,1,0,benign,benign
1,8,7,477,1,0,benign,benign
1,8,7,456,0,1,malignant,malignant
1,8,7,417,1,0,benign,benign
1,8,7,623,1,0,benign,benign
1,8,7,5,0,1,malignant,malignant
1,8,7,445,1,0,benign,benign
1,8,7,34,1,0,benign,benign
1,8,7,571,0,1,malignant,malignant
1,8,7,685,1,0,benign,benign
1,8,7,439,1,0,benign,benign
1,8,7,187,0,1,malignant,malignant
1,8,7,314,1,0,benign,benign
1,8,7,164,0.990571,0.009429,benign,benign
1,8,7,333,0.2,0.8,malignant,malignant
1,8,7,415,0.9,0.1,benign,benign
1,8,7,476,1,0,benign,benign
1,9,0,191,0,1,malignant,malignant
1,9,0,202,1,0,benign,benign
1,9,0,102,1,0,benign,benign
1,9,0,261,0,1,malignant,malignant
1,9,0,550,1,0,benign,benign
1,9,0,430,1,0,benign,benign
1,9,0,236,0,1,malignant,malignant
1,9,0,516,1,0,benign,benign
1,9,0,171,1,0,benign,benign
1,9,0,230,0,1,malignant,malignant
1,9,0,153,1,0,benign,benign
1,9,0,344,0,1,malignant,malignant
1,9,0,451,1,0,benign,benign
1,9,0,634,1,0,benign,benign
1,9,0,38,0.6,0.4,benign,malignant
1,9,0,370,0.6,0.4,benign,benign
1,9,0,517,1,0,benign,benign
1,9,0,255,0,1,malignant,malignant
1,9,0,81,1,0,benign,benign
1,9,0,380,1,0,benign,benign
1,9,0,282,0.2,0.8,malignant,malignant
1,9,0,677,1,0,benign,benign
1,9,0,679,1,0,benign,benign
1,9,0,233,0,1,malignant,malignant
1,9,0,511,1,0,benign,benign
1,9,0,607,1,0,benign,benign
1,9,0,669,0,1,malignant,malignant
1,9,0,350,1,0,benign,benign
1,9,0,296,0.1,0.9,malignant,benign
1,9,0,124,0,1,malignant,malignant
1,9,0,306,1,0,benign,benign
1,9,0,311,1,0,benign,benign
1,9,0,57,0.1,0.9,malignant,malignant
1,9,0,347,1,0,benign,benign
1,9,0,665,1,0,benign,benign
1,9,0,416,0,1,malignant,malignant
1,9,0,468,1,0,benign,benign
1,9,0,512,1,0,benign,benign
1,9,0,358,0,1,malignant,malignant
1,9,0,325,1,0,benign,benign
1,9,0,200,0,1,malignant,malignant
1,9,0,341,1,0,benign,benign
1,9,0,460,1,0,benign,benign
1,9,0,146,0.1,0.9,malignant,malignant
1,9,0,324,1,0,benign,benign
1,9,0,332,0.9,0.1,benign,benign
1,9,0,339,0.3,0.7,malignant,malignant
1,9,0,399,1,0,benign,benign
1,9,0,148,0.6,0.4,benign,benign
1,9,0,610,0,1,malignant,malignant
1,9,0,265,0.9,0.1,benign,benign
1,9,0,390,1,0,benign,benign
1,9,0,356,0.3,0.7,malignant,malignant
1,9,0,688,1,0,benign,benign
1,9,0,79,0.6,0.4,benign,benign
1,9,0,586,0,1,malignant,malignant
1,9,0,561,0.9,0.1,benign,benign
1,9,0,402,1,0,benign,benign
1,9,0,360,0,1,malignant,malignant
1,9,0,538,1,0,benign,benign
1,9,0,577,1,0,benign,benign
1,9,0,320,0,1,malignant,malignant
1,9,0,48,1,0,benign,benign
1,9,0,368,1,0,benign,benign
1,9,0,412,0,1,malignant,malignant
1,9,0,599,1,0,benign,benign
1,9,0,143,1,0,benign,benign
1,9,0,491,0,1,malignant,malignant
1,9,0,464,1,0,benign,benign
1,9,1,191,0,1,malignant,malignant
1,9,1,202,1,0,benign,benign
1,9,1,102,1,0,benign,benign
1,9,1,261,0,1,malignant,malignant
1,9,1,550,1,0,benign,benign
1,9,1,430,0.7,0.3,benign,benign
1,9,1,236,0,1,malignant,malignant
1,9,1,516,1,0,benign,benign
1,9,1,171,1,0,benign,benign
1,9,1,230,0,1,malignant,malignant
1,9,1,153,1,0,benign,benign
1,9,1,344,0,1,malignant,malignant
1,9,1,451,1,0,benign,benign
1,9,1,634,1,0,benign,benign
1,9,1,38,0.1,0.9,malignant,malignant
1,9,1,370,0.6,0.4,benign,benign
1,9,1,517,1,0,benign,benign
1,9,1,255,0,1,malignant,malignant
1,9,1,81,1,0,benign,benign
1,9,1,380,1,0,benign,benign
1,9,1,282,0.1,0.9,malignant,malignant
1,9,1,677,1,0,benign,benign
1,9,1,679,1,0,benign,benign
1,9,1,233,0,1,malignant,malignant
1,9,1,511,1,0,benign,benign
1,9,1,607,1,0,benign,benign
1,9,1,669,0,1,malignant,malignant
1,9,1,350,1,0,benign,benign
1,9,1,296,0,1,malignant,benign
1,9,1,124,0,1,malignant,malignant
1,9,1,306,1,0,benign,benign
1,9,1,311,1,0,benign,benign
1,9,1,57,0.3,0.7,malignant,malignant
1,9,1,347,1,0,benign,benign
1,9,1,665,1,0,benign,benign
1,9,1,416,0,1,malignant,malignant
1,9,1,468,1,0,benign,benign
1,9,1,512,1,0,benign,benign
1,9,1,358,0,1,malignant,malignant
1,9,1,325,1,0,benign,benign
1,9,1,200,0,1,malignant,malignant
1,9,1,341,1,0,benign,benign
1,9,1,460,1,0,benign,benign
1,9,1,146,0,1,malignant,malignant
1,9,1,324,1,0,benign,benign
1,9,1,332,1,0,benign,benign
1,9,1,339,0.1,0.9,malignant,malignant
1,9,1,399,1,0,benign,benign
1,9,1,148,0.8,0.2,benign,benign
1,9,1,610,0,1,malignant,malignant
1,9,1,265,0.5,0.5,benign,benign
1,9,1,390,1,0,benign,benign
1,9,1,356,0.5,0.5,benign,malignant
1,9,1,688,1,0,benign,benign
1,9,1,79,1,0,benign,benign
1,9,1,586,0,1,malignant,malignant
1,9,1,561,1,0,benign,benign
1,9,1,402,0.7,0.3,benign,benign
1,9,1,360,0,1,malignant,malignant
1,9,1,538,1,0,benign,benign
1,9,1,577,1,0,benign,benign
1,9,1,320,0,1,malignant,malignant
1,9,1,48,1,0,benign,benign
1,9,1,368,1,0,benign,benign
1,9,1,412,0,1,malignant,malignant
1,9,1,599,0.5,0.5,benign,benign
1,9,1,143,1,0,benign,benign
1,9,1,491,0,1,malignant,malignant
1,9,1,464,1,0,benign,benign
1,9,2,191,0,1,malignant,malignant
1,9,2,202,1,0,benign,benign
1,9,2,102,1,0,benign,benign
1,9,2,261,0,1,malignant,malignant
1,9,2,550,1,0,benign,benign
1,9,2,430,1,0,benign,benign
1,9,2,236,0,1,malignant,malignant
1,9,2,516,1,0,benign,benign
1,9,2,171,1,0,benign,benign
1,9,2,230,0,1,malignant,malignant
1,9,2,153,1,0,benign,benign
1,9,2,344,0,1,malignant,malignant
1,9,2,451,1,0,benign,benign
1,9,2,634,1,0,benign,benign
1,9,2,38,0,1,malignant,malignant
1,9,2,370,0.7,0.3,benign,benign
1,9,2,517,1,0,benign,benign
1,9,2,255,0,1,malignant,malignant
1,9,2,81,1,0,benign,benign
1,9,2,380,1,0,benign,benign
1,9,2,282,0.3,0.7,malignant,malignant
1,9,2,677,1,0,benign,benign
1,9,2,679,1,0,benign,benign
1,9,2,233,0,1,malignant,malignant
1,9,2,511,1,0,benign,benign
1,9,2,607,1,0,benign,benign
1,9,2,669,0,1,malignant,malignant
1,9,2,350,1,0,benign,benign
1,9,2,296,0,1,malignant,benign
1,9,2,124,0,1,malignant,malignant
1,9,2,306,1,0,benign,benign
1,9,2,311,1,0,benign,benign
1,9,2,57,0.2,0.8,malignant,malignant
1,9,2,347,1,0,benign,benign
1,9,2,665,1,0,benign,benign
1,9,2,416,0,1,malignant,malignant
1,9,2,468,1,0,benign,benign
1,9,2,512,1,0,benign,benign
1,9,2,358,0,1,malignant,malignant
1,9,2,325,1,0,benign,benign
1,9,2,200,0,1,malignant,malignant
1,9,2,341,1,0,benign,benign
1,9,2,460,1,0,benign,benign
1,9,2,146,0,1,malignant,malignant
1,9,2,324,1,0,benign,benign
1,9,2,332,1,0,benign,benign
1,9,2,339,0,1,malignant,malignant
1,9,2,399,1,0,benign,benign
1,9,2,148,0.9,0.1,benign,benign
1,9,2,610,0,1,malignant,malignant
1,9,2,265,0.6,0.4,benign,benign
1,9,2,390,1,0,benign,benign
1,9,2,356,0.5,0.5,benign,malignant
1,9,2,688,1,0,benign,benign
1,9,2,79,1,0,benign,benign
1,9,2,586,0,1,malignant,malignant
1,9,2,561,1,0,benign,benign
1,9,2,402,0.8,0.2,benign,benign
1,9,2,360,0,1,malignant,malignant
1,9,2,538,1,0,benign,benign
1,9,2,577,1,0,benign,benign
1,9,2,320,0.1,0.9,malignant,malignant
1,9,2,48,1,0,benign,benign
1,9,2,368,1,0,benign,benign
1,9,2,412,0,1,malignant,malignant
1,9,2,599,0.6,0.4,benign,benign
1,9,2,143,1,0,benign,benign
1,9,2,491,0,1,malignant,malignant
1,9,2,464,1,0,benign,benign
1,9,3,191,0,1,malignant,malignant
1,9,3,202,1,0,benign,benign
1,9,3,102,1,0,benign,benign
1,9,3,261,0,1,malignant,malignant
1,9,3,550,1,0,benign,benign
1,9,3,430,1,0,benign,benign
1,9,3,236,0,1,malignant,malignant
1,9,3,516,1,0,benign,benign
1,9,3,171,1,0,benign,benign
1,9,3,230,0,1,malignant,malignant
1,9,3,153,1,0,benign,benign
1,9,3,344,0.1,0.9,malignant,malignant
1,9,3,451,1,0,benign,benign
1,9,3,634,1,0,benign,benign
1,9,3,38,0.1,0.9,malignant,malignant
1,9,3,370,0.6,0.4,benign,benign
1,9,3,517,1,0,benign,benign
1,9,3,255,0,1,malignant,malignant
1,9,3,81,1,0,benign,benign
1,9,3,380,1,0,benign,benign
1,9,3,282,0.1,0.9,malignant,malignant
1,9,3,677,1,0,benign,benign
1,9,3,679,1,0,benign,benign
1,9,3,233,0,1,malignant,malignant
1,9,3,511,1,0,benign,benign
1,9,3,607,1,0,benign,benign
1,9,3,669,0,1,malignant,malignant
1,9,3,350,1,0,benign,benign
1,9,3,296,0.2,0.8,malignant,benign
1,9,3,124,0,1,malignant,malignant
1,9,3,306,1,0,benign,benign
1,9,3,311,1,0,benign,benign
1,9,3,57,0.4,0.6,malignant,malignant
1,9,3,347,1,0,benign,benign
1,9,3,665,1,0,benign,benign
1,9,3,416,0,1,malignant,malignant
1,9,3,468,1,0,benign,benign
1,9,3,512,1,0,benign,benign
1,9,3,358,0.1,0.9,malignant,malignant
1,9,3,325,0.9,0.1,benign,benign
1,9,3,200,0,1,malignant,malignant
1,9,3,341,1,0,benign,benign
1,9,3,460,1,0,benign,benign
1,9,3,146,0.3,0.7,malignant,malignant
1,9,3,324,1,0,benign,benign
1,9,3,332,0.8,0.2,benign,benign
1,9,3,339,0.1,0.9,malignant,malignant
1,9,3,399,0.8,0.2,benign,benign
1,9,3,148,0.9,0.1,benign,benign
1,9,3,610,0,1,malignant,malignant
1,9,3,265,0.9,0.1,benign,benign
1,9,3,390,1,0,benign,benign
1,9,3,356,0.6,0.4,benign,malignant
1,9,3,688,1,0,benign,benign
1,9,3,79,1,0,benign,benign
1,9,3,586,0,1,malignant,malignant
1,9,3,561,1,0,benign,benign
1,9,3,402,0.7,0.3,benign,benign
1,9,3,360,0,1,malignant,malignant
1,9,3,538,1,0,benign,benign
1,9,3,577,1,0,benign,benign
1,9,3,320,0.1,0.9,malignant,malignant
1,9,3,48,1,0,benign,benign
1,9,3,368,1,0,benign,benign
1,9,3,412,0,1,malignant,malignant
1,9,3,599,0.7,0.3,benign,benign
1,9,3,143,1,0,benign,benign
1,9,3,491,0,1,malignant,malignant
1,9,3,464,1,0,benign,benign
1,9,4,191,0,1,malignant,malignant
1,9,4,202,1,0,benign,benign
1,9,4,102,1,0,benign,benign
1,9,4,261,0,1,malignant,malignant
1,9,4,550,1,0,benign,benign
1,9,4,430,1,0,benign,benign
1,9,4,236,0,1,malignant,malignant
1,9,4,516,1,0,benign,benign
1,9,4,171,1,0,benign,benign
1,9,4,230,0.2,0.8,malignant,malignant
1,9,4,153,1,0,benign,benign
1,9,4,344,0,1,malignant,malignant
1,9,4,451,1,0,benign,benign
1,9,4,634,1,0,benign,benign
1,9,4,38,0.2,0.8,malignant,malignant
1,9,4,370,1,0,benign,benign
1,9,4,517,1,0,benign,benign
1,9,4,255,0,1,malignant,malignant
1,9,4,81,1,0,benign,benign
1,9,4,380,1,0,benign,benign
1,9,4,282,0.3,0.7,malignant,malignant
1,9,4,677,1,0,benign,benign
1,9,4,679,1,0,benign,benign
1,9,4,233,0.1,0.9,malignant,malignant
1,9,4,511,1,0,benign,benign
1,9,4,607,1,0,benign,benign
1,9,4,669,0,1,malignant,malignant
1,9,4,350,1,0,benign,benign
1,9,4,296,0.1,0.9,malignant,benign
1,9,4,124,0.1,0.9,malignant,malignant
1,9,4,306,1,0,benign,benign
1,9,4,311,1,0,benign,benign
1,9,4,57,0.4,0.6,malignant,malignant
1,9,4,347,0.9,0.1,benign,benign
1,9,4,665,1,0,benign,benign
1,9,4,416,0,1,malignant,malignant
1,9,4,468,1,0,benign,benign
1,9,4,512,1,0,benign,benign
1,9,4,358,0.1,0.9,malignant,malignant
1,9,4,325,0.9,0.1,benign,benign
1,9,4,200,0,1,malignant,malignant
1,9,4,341,1,0,benign,benign
1,9,4,460,1,0,benign,benign
1,9,4,146,0.3,0.7,malignant,malignant
1,9,4,324,1,0,benign,benign
1,9,4,332,1,0,benign,benign
1,9,4,339,0,1,malignant,malignant
1,9,4,399,1,0,benign,benign
1,9,4,148,0.8,0.2,benign,benign
1,9,4,610,0,1,malignant,malignant
1,9,4,265,0.9,0.1,benign,benign
1,9,4,390,1,0,benign,benign
1,9,4,356,0.5,0.5,benign,malignant
1,9,4,688,1,0,benign,benign
1,9,4,79,1,0,benign,benign
1,9,4,586,0,1,malignant,malignant
1,9,4,561,1,0,benign,benign
1,9,4,402,1,0,benign,benign
1,9,4,360,0,1,malignant,malignant
1,9,4,538,1,0,benign,benign
1,9,4,577,1,0,benign,benign
1,9,4,320,0.1,0.9,malignant,malignant
1,9,4,48,1,0,benign,benign
1,9,4,368,1,0,benign,benign
1,9,4,412,0,1,malignant,malignant
1,9,4,599,0.8,0.2,benign,benign
1,9,4,143,1,0,benign,benign
1,9,4,491,0,1,malignant,malignant
1,9,4,464,1,0,benign,benign
1,9,5,191,0,1,malignant,malignant
1,9,5,202,1,0,benign,benign
1,9,5,102,1,0,benign,benign
1,9,5,261,0,1,malignant,malignant
1,9,5,550,1,0,benign,benign
1,9,5,430,1,0,benign,benign
1,9,5,236,0,1,malignant,malignant
1,9,5,516,1,0,benign,benign
1,9,5,171,1,0,benign,benign
1,9,5,230,0.1,0.9,malignant,malignant
1,9,5,153,1,0,benign,benign
1,9,5,344,0,1,malignant,malignant
1,9,5,451,1,0,benign,benign
1,9,5,634,1,0,benign,benign
1,9,5,38,0.1,0.9,malignant,malignant
1,9,5,370,1,0,benign,benign
1,9,5,517,1,0,benign,benign
1,9,5,255,0,1,malignant,malignant
1,9,5,81,1,0,benign,benign
1,9,5,380,1,0,benign,benign
1,9,5,282,0.2,0.8,malignant,malignant
1,9,5,677,1,0,benign,benign
1,9,5,679,1,0,benign,benign
1,9,5,233,0.3,0.7,malignant,malignant
1,9,5,511,1,0,benign,benign
1,9,5,607,1,0,benign,benign
1,9,5,669,0,1,malignant,malignant
1,9,5,350,1,0,benign,benign
1,9,5,296,0.2,0.8,malignant,benign
1,9,5,124,0.3,0.7,malignant,malignant
1,9,5,306,1,0,benign,benign
1,9,5,311,1,0,benign,benign
1,9,5,57,0.420098,0.579902,malignant,malignant
1,9,5,347,1,0,benign,benign
1,9,5,665,1,0,benign,benign
1,9,5,416,0,1,malignant,malignant
1,9,5,468,1,0,benign,benign
1,9,5,512,1,0,benign,benign
1,9,5,358,0,1,malignant,malignant
1,9,5,325,1,0,benign,benign
1,9,5,200,0,1,malignant,malignant
1,9,5,341,1,0,benign,benign
1,9,5,460,1,0,benign,benign
1,9,5,146,0.3,0.7,malignant,malignant
1,9,5,324,1,0,benign,benign
1,9,5,332,1,0,benign,benign
1,9,5,339,0,1,malignant,malignant
1,9,5,399,1,0,benign,benign
1,9,5,148,0.8,0.2,benign,benign
1,9,5,610,0.1,0.9,malignant,malignant
1,9,5,265,0.7,0.3,benign,benign
1,9,5,390,1,0,benign,benign
1,9,5,356,0.8,0.2,benign,malignant
1,9,5,688,1,0,benign,benign
1,9,5,79,1,0,benign,benign
1,9,5,586,0,1,malignant,malignant
1,9,5,561,1,0,benign,benign
1,9,5,402,1,0,benign,benign
1,9,5,360,0,1,malignant,malignant
1,9,5,538,1,0,benign,benign
1,9,5,577,1,0,benign,benign
1,9,5,320,0,1,malignant,malignant
1,9,5,48,1,0,benign,benign
1,9,5,368,1,0,benign,benign
1,9,5,412,0,1,malignant,malignant
1,9,5,599,0.7,0.3,benign,benign
1,9,5,143,0.917123,0.082877,benign,benign
1,9,5,491,0,1,malignant,malignant
1,9,5,464,1,0,benign,benign
1,9,6,191,0,1,malignant,malignant
1,9,6,202,1,0,benign,benign
1,9,6,102,1,0,benign,benign
1,9,6,261,0,1,malignant,malignant
1,9,6,550,1,0,benign,benign
1,9,6,430,1,0,benign,benign
1,9,6,236,0,1,malignant,malignant
1,9,6,516,1,0,benign,benign
1,9,6,171,1,0,benign,benign
1,9,6,230,0,1,malignant,malignant
1,9,6,153,1,0,benign,benign
1,9,6,344,0.1,0.9,malignant,malignant
1,9,6,451,1,0,benign,benign
1,9,6,634,1,0,benign,benign
1,9,6,38,0.1,0.9,malignant,malignant
1,9,6,370,1,0,benign,benign
1,9,6,517,1,0,benign,benign
1,9,6,255,0.2,0.8,malignant,malignant
1,9,6,81,1,0,benign,benign
1,9,6,380,1,0,benign,benign
1,9,6,282,0.2,0.8,malignant,malignant
1,9,6,677,1,0,benign,benign
1,9,6,679,1,0,benign,benign
1,9,6,233,0,1,malignant,malignant
1,9,6,511,1,0,benign,benign
1,9,6,607,1,0,benign,benign
1,9,6,669,0,1,malignant,malignant
1,9,6,350,1,0,benign,benign
1,9,6,296,0.1,0.9,malignant,benign
1,9,6,124,0.2,0.8,malignant,malignant
1,9,6,306,1,0,benign,benign
1,9,6,311,1,0,benign,benign
1,9,6,57,0.3,0.7,malignant,malignant
1,9,6,347,1,0,benign,benign
1,9,6,665,1,0,benign,benign
1,9,6,416,0.2,0.8,malignant,malignant
1,9,6,468,1,0,benign,benign
1,9,6,512,1,0,benign,benign
1,9,6,358,0,1,malignant,malignant
1,9,6,325,1,0,benign,benign
1,9,6,200,0,1,malignant,malignant
1,9,6,341,1,0,benign,benign
1,9,6,460,1,0,benign,benign
1,9,6,146,0.3,0.7,malignant,malignant
1,9,6,324,1,0,benign,benign
1,9,6,332,1,0,benign,benign
1,9,6,339,0,1,malignant,malignant
1,9,6,399,1,0,benign,benign
1,9,6,148,0.7,0.3,benign,benign
1,9,6,610,0.1,0.9,malignant,malignant
1,9,6,265,1,0,benign,benign
1,9,6,390,1,0,benign,benign
1,9,6,356,0.8,0.2,benign,malignant
1,9,6,688,1,0,benign,benign
1,9,6,79,1,0,benign,benign
1,9,6,586,0,1,malignant,malignant
1,9,6,561,1,0,benign,benign
1,9,6,402,1,0,benign,benign
1,9,6,360,0,1,malignant,malignant
1,9,6,538,1,0,benign,benign
1,9,6,577,1,0,benign,benign
1,9,6,320,0,1,malignant,malignant
1,9,6,48,1,0,benign,benign
1,9,6,368,1,0,benign,benign
1,9,6,412,0,1,malignant,malignant
1,9,6,599,0.9,0.1,benign,benign
1,9,6,143,1,0,benign,benign
1,9,6,491,0,1,malignant,malignant
1,9,6,464,1,0,benign,benign
1,9,7,191,0,1,malignant,malignant
1,9,7,202,1,0,benign,benign
1,9,7,102,1,0,benign,benign
1,9,7,261,0,1,malignant,malignant
1,9,7,550,1,0,benign,benign
1,9,7,430,1,0,benign,benign
1,9,7,236,0,1,malignant,malignant
1,9,7,516,1,0,benign,benign
1,9,7,171,1,0,benign,benign
1,9,7,230,0.2,0.8,malignant,malignant
1,9,7,153,1,0,benign,benign
1,9,7,344,0,1,malignant,malignant
1,9,7,451,1,0,benign,benign
1,9,7,634,1,0,benign,benign
1,9,7,38,0.4,0.6,malignant,malignant
1,9,7,370,1,0,benign,benign
1,9,7,517,1,0,benign,benign
1,9,7,255,0.1,0.9,malignant,malignant
1,9,7,81,1,0,benign,benign
1,9,7,380,1,0,benign,benign
1,9,7,282,0.4,0.6,malignant,malignant
1,9,7,677,1,0,benign,benign
1,9,7,679,1,0,benign,benign
1,9,7,233,0,1,malignant,malignant
1,9,7,511,1,0,benign,benign
1,9,7,607,1,0,benign,benign
1,9,7,669,0,1,malignant,malignant
1,9,7,350,1,0,benign,benign
1,9,7,296,0.1,0.9,malignant,benign
1,9,7,124,0.4,0.6,malignant,malignant
1,9,7,306,1,0,benign,benign
1,9,7,311,1,0,benign,benign
1,9,7,57,0.6,0.4,benign,malignant
1,9,7,347,1,0,benign,benign
1,9,7,665,1,0,benign,benign
1,9,7,416,0,1,malignant,malignant
1,9,7,468,1,0,benign,benign
1,9,7,512,1,0,benign,benign
1,9,7,358,0,1,malignant,malignant
1,9,7,325,1,0,benign,benign
1,9,7,200,0,1,malignant,malignant
1,9,7,341,1,0,benign,benign
1,9,7,460,1,0,benign,benign
1,9,7,146,0.4,0.6,malignant,malignant
1,9,7,324,1,0,benign,benign
1,9,7,332,1,0,benign,benign
1,9,7,339,0,1,malignant,malignant
1,9,7,399,1,0,benign,benign
1,9,7,148,0.7,0.3,benign,benign
1,9,7,610,0,1,malignant,malignant
1,9,7,265,1,0,benign,benign
1,9,7,390,1,0,benign,benign
1,9,7,356,0.7,0.3,benign,malignant
1,9,7,688,1,0,benign,benign
1,9,7,79,1,0,benign,benign
1,9,7,586,0,1,malignant,malignant
1,9,7,561,1,0,benign,benign
1,9,7,402,0.9,0.1,benign,benign
1,9,7,360,0,1,malignant,malignant
1,9,7,538,1,0,benign,benign
1,9,7,577,1,0,benign,benign
1,9,7,320,0,1,malignant,malignant
1,9,7,48,1,0,benign,benign
1,9,7,368,1,0,benign,benign
1,9,7,412,0,1,malignant,malignant
1,9,7,599,1,0,benign,benign
1,9,7,143,1,0,benign,benign
1,9,7,491,0,1,malignant,malignant
1,9,7,464,1,0,benign,benign
2,0,0,580,1,0,benign,benign
2,0,0,292,0.073333,0.926667,malignant,malignant
2,0,0,682,1,0,benign,benign
2,0,0,588,0.5,0.5,benign,malignant
2,0,0,607,1,0,benign,benign
2,0,0,281,1,0,benign,benign
2,0,0,113,0,1,malignant,malignant
2,0,0,492,1,0,benign,benign
2,0,0,643,1,0,benign,benign
2,0,0,186,0,1,malignant,malignant
2,0,0,256,1,0,benign,benign
2,0,0,376,1,0,benign,benign
2,0,0,58,0.9,0.1,benign,malignant
2,0,0,153,1,0,benign,benign
2,0,0,96,1,0,benign,benign
2,0,0,201,0,1,malignant,malignant
2,0,0,158,1,0,benign,benign
2,0,0,470,1,0,benign,benign
2,0,0,55,0,1,malignant,malignant
2,0,0,458,1,0,benign,benign
2,0,0,468,1,0,benign,benign
2,0,0,233,0,1,malignant,malignant
2,0,0,512,1,0,benign,benign
2,0,0,130,1,0,benign,benign
2,0,0,261,0,1,malignant,malignant
2,0,0,165,1,0,benign,benign
2,0,0,438,1,0,benign,benign
2,0,0,357,0,1,malignant,malignant
2,0,0,79,1,0,benign,benign
2,0,0,664,1,0,benign,benign
2,0,0,251,0.4,0.6,malignant,malignant
2,0,0,97,1,0,benign,benign
2,0,0,570,0,1,malignant,malignant
2,0,0,371,1,0,benign,benign
2,0,0,145,1,0,benign,benign
2,0,0,273,0.4,0.6,malignant,malignant
2,0,0,426,0.3,0.7,malignant,benign
2,0,0,617,1,0,benign,benign
2,0,0,479,0.5,0.5,benign,malignant
2,0,0,406,1,0,benign,benign
2,0,0,419,1,0,benign,benign
2,0,0,155,0,1,malignant,malignant
2,0,0,651,1,0,benign,benign
2,0,0,242,1,0,benign,benign
2,0,0,183,0,1,malignant,malignant
2,0,0,650,1,0,benign,benign
2,0,0,332,1,0,benign,benign
2,0,0,612,0.4,0.6,malignant,malignant
2,0,0,597,1,0,benign,benign
2,0,0,420,0.9,0.1,benign,benign
2,0,0,610,0.6,0.4,benign,malignant
2,0,0,95,1,0,benign,benign
2,0,0,674,1,0,benign,benign
2,0,0,633,0,1,malignant,malignant
2,0,0,243,1,0,benign,benign
2,0,0,28,1,0,benign,benign
2,0,0,56,0,1,malignant,malignant
2,0,0,649,1,0,benign,benign
2,0,0,354,1,0,benign,benign
2,0,0,466,0,1,malignant,malignant
2,0,0,102,1,0,benign,benign
2,0,0,246,0,1,malignant,malignant
2,0,0,393,1,0,benign,benign
2,0,0,640,1,0,benign,benign
2,0,0,84,0,1,malignant,malignant
2,0,0,600,1,0,benign,benign
2,0,0,193,1,0,benign,benign
2,0,0,358,0,1,malignant,malignant
2,0,0,646,1,0,benign,benign
2,0,0,642,1,0,benign,benign
2,0,1,580,1,0,benign,benign
2,0,1,292,0.217397,0.782603,malignant,malignant
2,0,1,682,1,0,benign,benign
2,0,1,588,0.227419,0.772581,malignant,malignant
2,0,1,607,1,0,benign,benign
2,0,1,281,1,0,benign,benign
2,0,1,113,0,1,malignant,malignant
2,0,1,492,1,0,benign,benign
2,0,1,643,1,0,benign,benign
2,0,1,186,0,1,malignant,malignant
2,0,1,256,1,0,benign,benign
2,0,1,376,1,0,benign,benign
2,0,1,58,0.3,0.7,malignant,malignant
2,0,1,153,0.7,0.3,benign,benign
2,0,1,96,1,0,benign,benign
2,0,1,201,0,1,malignant,malignant
2,0,1,158,0.900036,0.099964,benign,benign
2,0,1,470,1,0,benign,benign
2,0,1,55,0,1,malignant,malignant
2,0,1,458,1,0,benign,benign
2,0,1,468,1,0,benign,benign
2,0,1,233,0,1,malignant,malignant
2,0,1,512,1,0,benign,benign
2,0,1,130,1,0,benign,benign
2,0,1,261,0,1,malignant,malignant
2,0,1,165,0.9,0.1,benign,benign
2,0,1,438,1,0,benign,benign
2,0,1,357,0,1,malignant,malignant
2,0,1,79,1,0,benign,benign
2,0,1,664,1,0,benign,benign
2,0,1,251,0.127419,0.872581,malignant,malignant
2,0,1,97,1,0,benign,benign
2,0,1,570,0,1,malignant,malignant
2,0,1,371,1,0,benign,benign
2,0,1,145,0.900036,0.099964,benign,benign
2,0,1,273,0,1,malignant,malignant
2,0,1,426,0.738889,0.261111,benign,benign
2,0,1,617,0.921089,0.078911,benign,benign
2,0,1,479,0.354086,0.645914,malignant,malignant
2,0,1,406,1,0,benign,benign
2,0,1,419,0.740789,0.259211,benign,benign
2,0,1,155,0,1,malignant,malignant
2,0,1,651,1,0,benign,benign
2,0,1,242,1,0,benign,benign
2,0,1,183,0.026667,0.973333,malignant,malignant
2,0,1,650,0.7,0.3,benign,benign
2,0,1,332,1,0,benign,benign
2,0,1,612,0.154086,0.845914,malignant,malignant
2,0,1,597,1,0,benign,benign
2,0,1,420,0.4,0.6,malignant,benign
2,0,1,610,0.454086,0.545914,malignant,malignant
2,0,1,95,1,0,benign,benign
2,0,1,674,1,0,benign,benign
2,0,1,633,0,1,malignant,malignant
2,0,1,243,0.8,0.2,benign,benign
2,0,1,28,1,0,benign,benign
2,0,1,56,0,1,malignant,malignant
2,0,1,649,1,0,benign,benign
2,0,1,354,1,0,benign,benign
2,0,1,466,0,1,malignant,malignant
2,0,1,102,1,0,benign,benign
2,0,1,246,0.026667,0.973333,malignant,malignant
2,0,1,393,1,0,benign,benign
2,0,1,640,1,0,benign,benign
2,0,1,84,0.026667,0.973333,malignant,malignant
2,0,1,600,1,0,benign,benign
2,0,1,193,1,0,benign,benign
2,0,1,358,0,1,malignant,malignant
2,0,1,646,1,0,benign,benign
2,0,1,642,1,0,benign,benign
2,0,2,580,1,0,benign,benign
2,0,2,292,0.071489,0.928511,malignant,malignant
2,0,2,682,1,0,benign,benign
2,0,2,588,0.1,0.9,malignant,malignant
2,0,2,607,1,0,benign,benign
2,0,2,281,1,0,benign,benign
2,0,2,113,0,1,malignant,malignant
2,0,2,492,1,0,benign,benign
2,0,2,643,1,0,benign,benign
2,0,2,186,0,1,malignant,malignant
2,0,2,256,1,0,benign,benign
2,0,2,376,1,0,benign,benign
2,0,2,58,0.3,0.7,malignant,malignant
2,0,2,153,1,0,benign,benign
2,0,2,96,1,0,benign,benign
2,0,2,201,0,1,malignant,malignant
2,0,2,158,0.902044,0.097956,benign,benign
2,0,2,470,1,0,benign,benign
2,0,2,55,0.1,0.9,malignant,malignant
2,0,2,458,1,0,benign,benign
2,0,2,468,1,0,benign,benign
2,0,2,233,0.1,0.9,malignant,malignant
2,0,2,512,1,0,benign,benign
2,0,2,130,1,0,benign,benign
2,0,2,261,0,1,malignant,malignant
2,0,2,165,1,0,benign,benign
2,0,2,438,0.9,0.1,benign,benign
2,0,2,357,0,1,malignant,malignant
2,0,2,79,1,0,benign,benign
2,0,2,664,0.9,0.1,benign,benign
2,0,2,251,0.1,0.9,malignant,malignant
2,0,2,97,1,0,benign,benign
2,0,2,570,0,1,malignant,malignant
2,0,2,371,1,0,benign,benign
2,0,2,145,1,0,benign,benign
2,0,2,273,0.2,0.8,malignant,malignant
2,0,2,426,0.7,0.3,benign,benign
2,0,2,617,1,0,benign,benign
2,0,2,479,0,1,malignant,malignant
2,0,2,406,1,0,benign,benign
2,0,2,419,0.9,0.1,benign,benign
2,0,2,155,0.3,0.7,malignant,malignant
2,0,2,651,0.9,0.1,benign,benign
2,0,2,242,1,0,benign,benign
2,0,2,183,0,1,malignant,malignant
2,0,2,650,0.7,0.3,benign,benign
2,0,2,332,1,0,benign,benign
2,0,2,612,0,1,malignant,malignant
2,0,2,597,1,0,benign,benign
2,0,2,420,0.7,0.3,benign,benign
2,0,2,610,0.1,0.9,malignant,malignant
2,0,2,95,1,0,benign,benign
2,0,2,674,1,0,benign,benign
2,0,2,633,0.2,0.8,malignant,malignant
2,0,2,243,1,0,benign,benign
2,0,2,28,1,0,benign,benign
2,0,2,56,0,1,malignant,malignant
2,0,2,649,1,0,benign,benign
2,0,2,354,1,0,benign,benign
2,0,2,466,0.1,0.9,malignant,malignant
2,0,2,102,1,0,benign,benign
2,0,2,246,0,1,malignant,malignant
2,0,2,393,1,0,benign,benign
2,0,2,640,0.9,0.1,benign,benign
2,0,2,84,0,1,malignant,malignant
2,0,2,600,1,0,benign,benign
2,0,2,193,1,0,benign,benign
2,0,2,358,0,1,malignant,malignant
2,0,2,646,1,0,benign,benign
2,0,2,642,1,0,benign,benign
2,0,3,580,1,0,benign,benign
2,0,3,292,0.120241,0.879759,malignant,malignant
2,0,3,682,1,0,benign,benign
2,0,3,588,0,1,malignant,malignant
2,0,3,607,1,0,benign,benign
2,0,3,281,1,0,benign,benign
2,0,3,113,0,1,malignant,malignant
2,0,3,492,1,0,benign,benign
2,0,3,643,1,0,benign,benign
2,0,3,186,0.1,0.9,malignant,malignant
2,0,3,256,1,0,benign,benign
2,0,3,376,1,0,benign,benign
2,0,3,58,0.4,0.6,malignant,malignant
2,0,3,153,0.85,0.15,benign,benign
2,0,3,96,1,0,benign,benign
2,0,3,201,0,1,malignant,malignant
2,0,3,158,0.984497,0.015503,benign,benign
2,0,3,470,1,0,benign,benign
2,0,3,55,0.2,0.8,malignant,malignant
2,0,3,458,1,0,benign,benign
2,0,3,468,1,0,benign,benign
2,0,3,233,0,1,malignant,malignant
2,0,3,512,1,0,benign,benign
2,0,3,130,1,0,benign,benign
2,0,3,261,0,1,malignant,malignant
2,0,3,165,1,0,benign,benign
2,0,3,438,1,0,benign,benign
2,0,3,357,0,1,malignant,malignant
2,0,3,79,1,0,benign,benign
2,0,3,664,1,0,benign,benign
2,0,3,251,0.1,0.9,malignant,malignant
2,0,3,97,1,0,benign,benign
2,0,3,570,0.1,0.9,malignant,malignant
2,0,3,371,1,0,benign,benign
2,0,3,145,0.984497,0.015503,benign,benign
2,0,3,273,0.4,0.6,malignant,malignant
2,0,3,426,0.6,0.4,benign,benign
2,0,3,617,1,0,benign,benign
2,0,3,479,0,1,malignant,malignant
2,0,3,406,1,0,benign,benign
2,0,3,419,1,0,benign,benign
2,0,3,155,0,1,malignant,malignant
2,0,3,651,1,0,benign,benign
2,0,3,242,1,0,benign,benign
2,0,3,183,0.032222,0.967778,malignant,malignant
2,0,3,650,0.8,0.2,benign,benign
2,0,3,332,1,0,benign,benign
2,0,3,612,0,1,malignant,malignant
2,0,3,597,1,0,benign,benign
2,0,3,420,0.8,0.2,benign,benign
2,0,3,610,0.1,0.9,malignant,malignant
2,0,3,95,1,0,benign,benign
2,0,3,674,1,0,benign,benign
2,0,3,633,0.3,0.7,malignant,malignant
2,0,3,243,1,0,benign,benign
2,0,3,28,1,0,benign,benign
2,0,3,56,0,1,malignant,malignant
2,0,3,649,1,0,benign,benign
2,0,3,354,1,0,benign,benign
2,0,3,466,0,1,malignant,malignant
2,0,3,102,1,0,benign,benign
2,0,3,246,0.032222,0.967778,malignant,malignant
2,0,3,393,1,0,benign,benign
2,0,3,640,1,0,benign,benign
2,0,3,84,0,1,malignant,malignant
2,0,3,600,1,0,benign,benign
2,0,3,193,1,0,benign,benign
2,0,3,358,0,1,malignant,malignant
2,0,3,646,1,0,benign,benign
2,0,3,642,1,0,benign,benign
2,0,4,580,1,0,benign,benign
2,0,4,292,0.094357,0.905643,malignant,malignant
2,0,4,682,1,0,benign,benign
2,0,4,588,0,1,malignant,malignant
2,0,4,607,1,0,benign,benign
2,0,4,281,1,0,benign,benign
2,0,4,113,0,1,malignant,malignant
2,0,4,492,1,0,benign,benign
2,0,4,643,1,0,benign,benign
2,0,4,186,0.1,0.9,malignant,malignant
2,0,4,256,1,0,benign,benign
2,0,4,376,1,0,benign,benign
2,0,4,58,0.4,0.6,malignant,malignant
2,0,4,153,1,0,benign,benign
2,0,4,96,1,0,benign,benign
2,0,4,201,0,1,malignant,malignant
2,0,4,158,0.953025,0.046975,benign,benign
2,0,4,470,1,0,benign,benign
2,0,4,55,0.1,0.9,malignant,malignant
2,0,4,458,1,0,benign,benign
2,0,4,468,1,0,benign,benign
2,0,4,233,0,1,malignant,malignant
2,0,4,512,1,0,benign,benign
2,0,4,130,1,0,benign,benign
2,0,4,261,0.1,0.9,malignant,malignant
2,0,4,165,1,0,benign,benign
2,0,4,438,1,0,benign,benign
2,0,4,357,0,1,malignant,malignant
2,0,4,79,1,0,benign,benign
2,0,4,664,1,0,benign,benign
2,0,4,251,0,1,malignant,malignant
2,0,4,97,1,0,benign,benign
2,0,4,570,0.143805,0.856195,malignant,malignant
2,0,4,371,1,0,benign,benign
2,0,4,145,0.992701,0.007299,benign,benign
2,0,4,273,0.2,0.8,malignant,malignant
2,0,4,426,0.8,0.2,benign,benign
2,0,4,617,1,0,benign,benign
2,0,4,479,0,1,malignant,malignant
2,0,4,406,1,0,benign,benign
2,0,4,419,1,0,benign,benign
2,0,4,155,0,1,malignant,malignant
2,0,4,651,1,0,benign,benign
2,0,4,242,1,0,benign,benign
2,0,4,183,0,1,malignant,malignant
2,0,4,650,0.5,0.5,benign,benign
2,0,4,332,1,0,benign,benign
2,0,4,612,0,1,malignant,malignant
2,0,4,597,1,0,benign,benign
2,0,4,420,0.7,0.3,benign,benign
2,0,4,610,0,1,malignant,malignant
2,0,4,95,1,0,benign,benign
2,0,4,674,1,0,benign,benign
2,0,4,633,0.2,0.8,malignant,malignant
2,0,4,243,1,0,benign,benign
2,0,4,28,1,0,benign,benign
2,0,4,56,0,1,malignant,malignant
2,0,4,649,1,0,benign,benign
2,0,4,354,1,0,benign,benign
2,0,4,466,0,1,malignant,malignant
2,0,4,102,1,0,benign,benign
2,0,4,246,0,1,malignant,malignant
2,0,4,393,1,0,benign,benign
2,0,4,640,1,0,benign,benign
2,0,4,84,0,1,malignant,malignant
2,0,4,600,1,0,benign,benign
2,0,4,193,1,0,benign,benign
2,0,4,358,0.143805,0.856195,malignant,malignant
2,0,4,646,1,0,benign,benign
2,0,4,642,1,0,benign,benign
2,0,5,580,1,0,benign,benign
2,0,5,292,0.200686,0.799314,malignant,malignant
2,0,5,682,1,0,benign,benign
2,0,5,588,0.1,0.9,malignant,malignant
2,0,5,607,1,0,benign,benign
2,0,5,281,1,0,benign,benign
2,0,5,113,0,1,malignant,malignant
2,0,5,492,1,0,benign,benign
2,0,5,643,1,0,benign,benign
2,0,5,186,0.1,0.9,malignant,malignant
2,0,5,256,1,0,benign,benign
2,0,5,376,1,0,benign,benign
2,0,5,58,0.2,0.8,malignant,malignant
2,0,5,153,0.8,0.2,benign,benign
2,0,5,96,1,0,benign,benign
2,0,5,201,0,1,malignant,malignant
2,0,5,158,0.996863,0.003137,benign,benign
2,0,5,470,1,0,benign,benign
2,0,5,55,0.2,0.8,malignant,malignant
2,0,5,458,1,0,benign,benign
2,0,5,468,1,0,benign,benign
2,0,5,233,0,1,malignant,malignant
2,0,5,512,1,0,benign,benign
2,0,5,130,1,0,benign,benign
2,0,5,261,0,1,malignant,malignant
2,0,5,165,1,0,benign,benign
2,0,5,438,1,0,benign,benign
2,0,5,357,0,1,malignant,malignant
2,0,5,79,1,0,benign,benign
2,0,5,664,1,0,benign,benign
2,0,5,251,0,1,malignant,malignant
2,0,5,97,1,0,benign,benign
2,0,5,570,0.1,0.9,malignant,malignant
2,0,5,371,1,0,benign,benign
2,0,5,145,0.996863,0.003137,benign,benign
2,0,5,273,0,1,malignant,malignant
2,0,5,426,0.9,0.1,benign,benign
2,0,5,617,1,0,benign,benign
2,0,5,479,0,1,malignant,malignant
2,0,5,406,1,0,benign,benign
2,0,5,419,0.9,0.1,benign,benign
2,0,5,155,0,1,malignant,malignant
2,0,5,651,1,0,benign,benign
2,0,5,242,1,0,benign,benign
2,0,5,183,0,1,malignant,malignant
2,0,5,650,0.9,0.1,benign,benign
2,0,5,332,1,0,benign,benign
2,0,5,612,0,1,malignant,malignant
2,0,5,597,1,0,benign,benign
2,0,5,420,0.7,0.3,benign,benign
2,0,5,610,0,1,malignant,malignant
2,0,5,95,1,0,benign,benign
2,0,5,674,1,0,benign,benign
2,0,5,633,0.2,0.8,malignant,malignant
2,0,5,243,0.9,0.1,benign,benign
2,0,5,28,1,0,benign,benign
2,0,5,56,0.1,0.9,malignant,malignant
2,0,5,649,1,0,benign,benign
2,0,5,354,1,0,benign,benign
2,0,5,466,0,1,malignant,malignant
2,0,5,102,1,0,benign,benign
2,0,5,246,0,1,malignant,malignant
2,0,5,393,1,0,benign,benign
2,0,5,640,1,0,benign,benign
2,0,5,84,0,1,malignant,malignant
2,0,5,600,1,0,benign,benign
2,0,5,193,1,0,benign,benign
2,0,5,358,0.1,0.9,malignant,malignant
2,0,5,646,1,0,benign,benign
2,0,5,642,1,0,benign,benign
2,0,6,580,1,0,benign,benign
2,0,6,292,0.094826,0.905174,malignant,malignant
2,0,6,682,1,0,benign,benign
2,0,6,588,0.2,0.8,malignant,malignant
2,0,6,607,1,0,benign,benign
2,0,6,281,1,0,benign,benign
2,0,6,113,0,1,malignant,malignant
2,0,6,492,1,0,benign,benign
2,0,6,643,1,0,benign,benign
2,0,6,186,0,1,malignant,malignant
2,0,6,256,1,0,benign,benign
2,0,6,376,1,0,benign,benign
2,0,6,58,0.6,0.4,benign,malignant
2,0,6,153,1,0,benign,benign
2,0,6,96,1,0,benign,benign
2,0,6,201,0,1,malignant,malignant
2,0,6,158,1,0,benign,benign
2,0,6,470,1,0,benign,benign
2,0,6,55,0,1,malignant,malignant
2,0,6,458,1,0,benign,benign
2,0,6,468,1,0,benign,benign
2,0,6,233,0.1,0.9,malignant,malignant
2,0,6,512,1,0,benign,benign
2,0,6,130,1,0,benign,benign
2,0,6,261,0,1,malignant,malignant
2,0,6,165,1,0,benign,benign
2,0,6,438,1,0,benign,benign
2,0,6,357,0,1,malignant,malignant
2,0,6,79,1,0,benign,benign
2,0,6,664,1,0,benign,benign
2,0,6,251,0.2,0.8,malignant,malignant
2,0,6,97,1,0,benign,benign
2,0,6,570,0.1,0.9,malignant,malignant
2,0,6,371,1,0,benign,benign
2,0,6,145,0.974286,0.025714,benign,benign
2,0,6,273,0.4,0.6,malignant,malignant
2,0,6,426,0.8,0.2,benign,benign
2,0,6,617,1,0,benign,benign
2,0,6,479,0,1,malignant,malignant
2,0,6,406,1,0,benign,benign
2,0,6,419,1,0,benign,benign
2,0,6,155,0,1,malignant,malignant
2,0,6,651,1,0,benign,benign
2,0,6,242,1,0,benign,benign
2,0,6,183,0,1,malignant,malignant
2,0,6,650,1,0,benign,benign
2,0,6,332,1,0,benign,benign
2,0,6,612,0,1,malignant,malignant
2,0,6,597,1,0,benign,benign
2,0,6,420,1,0,benign,benign
2,0,6,610,0.1,0.9,malignant,malignant
2,0,6,95,1,0,benign,benign
2,0,6,674,1,0,benign,benign
2,0,6,633,0.1,0.9,malignant,malignant
2,0,6,243,0.9,0.1,benign,benign
2,0,6,28,1,0,benign,benign
2,0,6,56,0.1,0.9,malignant,malignant
2,0,6,649,1,0,benign,benign
2,0,6,354,1,0,benign,benign
2,0,6,466,0,1,malignant,malignant
2,0,6,102,1,0,benign,benign
2,0,6,246,0,1,malignant,malignant
2,0,6,393,1,0,benign,benign
2,0,6,640,1,0,benign,benign
2,0,6,84,0.1,0.9,malignant,malignant
2,0,6,600,1,0,benign,benign
2,0,6,193,1,0,benign,benign
2,0,6,358,0,1,malignant,malignant
2,0,6,646,1,0,benign,benign
2,0,6,642,1,0,benign,benign
2,0,7,580,1,0,benign,benign
2,0,7,292,0,1,malignant,malignant
2,0,7,682,1,0,benign,benign
2,0,7,588,0,1,malignant,malignant
2,0,7,607,1,0,benign,benign
2,0,7,281,1,0,benign,benign
2,0,7,113,0,1,malignant,malignant
2,0,7,492,1,0,benign,benign
2,0,7,643,1,0,benign,benign
2,0,7,186,0,1,malignant,malignant
2,0,7,256,1,0,benign,benign
2,0,7,376,1,0,benign,benign
2,0,7,58,0.1,0.9,malignant,malignant
2,0,7,153,1,0,benign,benign
2,0,7,96,1,0,benign,benign
2,0,7,201,0,1,malignant,malignant
2,0,7,158,0.978994,0.021006,benign,benign
2,0,7,470,1,0,benign,benign
2,0,7,55,0.2,0.8,malignant,malignant
2,0,7,458,1,0,benign,benign
2,0,7,468,1,0,benign,benign
2,0,7,233,0,1,malignant,malignant
2,0,7,512,1,0,benign,benign
2,0,7,130,1,0,benign,benign
2,0,7,261,0,1,malignant,malignant
2,0,7,165,1,0,benign,benign
2,0,7,438,1,0,benign,benign
2,0,7,357,0,1,malignant,malignant
2,0,7,79,1,0,benign,benign
2,0,7,664,1,0,benign,benign
2,0,7,251,0,1,malignant,malignant
2,0,7,97,1,0,benign,benign
2,0,7,570,0.1,0.9,malignant,malignant
2,0,7,371,1,0,benign,benign
2,0,7,145,0.984214,0.015786,benign,benign
2,0,7,273,0.6,0.4,benign,malignant
2,0,7,426,0.9,0.1,benign,benign
2,0,7,617,1,0,benign,benign
2,0,7,479,0,1,malignant,malignant
2,0,7,406,1,0,benign,benign
2,0,7,419,1,0,benign,benign
2,0,7,155,0.3,0.7,malignant,malignant
2,0,7,651,1,0,benign,benign
2,0,7,242,1,0,benign,benign
2,0,7,183,0.1,0.9,malignant,malignant
2,0,7,650,1,0,benign,benign
2,0,7,332,1,0,benign,benign
2,0,7,612,0.1,0.9,malignant,malignant
2,0,7,597,1,0,benign,benign
2,0,7,420,0.9,0.1,benign,benign
2,0,7,610,0,1,malignant,malignant
2,0,7,95,1,0,benign,benign
2,0,7,674,1,0,benign,benign
2,0,7,633,0.1,0.9,malignant,malignant
2,0,7,243,1,0,benign,benign
2,0,7,28,1,0,benign,benign
2,0,7,56,0.1,0.9,malignant,malignant
2,0,7,649,1,0,benign,benign
2,0,7,354,1,0,benign,benign
2,0,7,466,0,1,malignant,malignant
2,0,7,102,1,0,benign,benign
2,0,7,246,0.1,0.9,malignant,malignant
2,0,7,393,1,0,benign,benign
2,0,7,640,1,0,benign,benign
2,0,7,84,0.1,0.9,malignant,malignant
2,0,7,600,1,0,benign,benign
2,0,7,193,1,0,benign,benign
2,0,7,358,0.2,0.8,malignant,malignant
2,0,7,646,1,0,benign,benign
2,0,7,642,1,0,benign,benign
2,1,0,67,0.2,0.8,malignant,malignant
2,1,0,686,1,0,benign,benign
2,1,0,403,1,0,benign,benign
2,1,0,43,0.4,0.6,malignant,malignant
2,1,0,144,1,0,benign,benign
2,1,0,497,1,0,benign,benign
2,1,0,32,0,1,malignant,malignant
2,1,0,688,1,0,benign,benign
2,1,0,13,1,0,benign,benign
2,1,0,50,0.3,0.7,malignant,malignant
2,1,0,80,0.9,0.1,benign,benign
2,1,0,140,1,0,benign,benign
2,1,0,669,0.1,0.9,malignant,malignant
2,1,0,325,0.9,0.1,benign,benign
2,1,0,385,1,0,benign,benign
2,1,0,151,0.1,0.9,malignant,malignant
2,1,0,40,0,1,malignant,benign
2,1,0,136,1,0,benign,benign
2,1,0,603,0.1,0.9,malignant,malignant
2,1,0,338,1,0,benign,benign
2,1,0,266,0,1,malignant,malignant
2,1,0,197,1,0,benign,benign
2,1,0,542,1,0,benign,benign
2,1,0,54,0,1,malignant,malignant
2,1,0,659,1,0,benign,benign
2,1,0,589,1,0,benign,benign
2,1,0,101,0.5,0.5,benign,malignant
2,1,0,695,1,0,benign,benign
2,1,0,76,0.8,0.2,benign,benign
2,1,0,436,0.1,0.9,malignant,malignant
2,1,0,671,1,0,benign,benign
2,1,0,322,1,0,benign,benign
2,1,0,356,0.8,0.2,benign,malignant
2,1,0,511,1,0,benign,benign
2,1,0,331,1,0,benign,benign
2,1,0,126,0.1,0.9,malignant,malignant
2,1,0,585,1,0,benign,benign
2,1,0,476,1,0,benign,benign
2,1,0,272,0.4,0.6,malignant,malignant
2,1,0,26,1,0,benign,benign
2,1,0,543,1,0,benign,benign
2,1,0,658,0,1,malignant,malignant
2,1,0,29,1,0,benign,benign
2,1,0,559,1,0,benign,benign
2,1,0,289,0,1,malignant,malignant
2,1,0,621,0.7,0.3,benign,benign
2,1,0,609,1,0,benign,benign
2,1,0,340,0.4,0.6,malignant,malignant
2,1,0,446,1,0,benign,benign
2,1,0,105,0.6,0.4,benign,malignant
2,1,0,576,1,0,benign,benign
2,1,0,399,1,0,benign,benign
2,1,0,230,0,1,malignant,malignant
2,1,0,8,1,0,benign,benign
2,1,0,614,1,0,benign,benign
2,1,0,696,0.1,0.9,malignant,malignant
2,1,0,630,0.9,0.1,benign,benign
2,1,0,125,1,0,benign,benign
2,1,0,330,0,1,malignant,malignant
2,1,0,275,0.934737,0.065263,benign,benign
2,1,0,178,1,0,benign,benign
2,1,0,582,0,1,malignant,malignant
2,1,0,369,1,0,benign,benign
2,1,0,562,1,0,benign,benign
2,1,0,53,0,1,malignant,malignant
2,1,0,72,0.9,0.1,benign,benign
2,1,0,554,1,0,benign,benign
2,1,0,329,0,1,malignant,malignant
2,1,0,265,0.8,0.2,benign,benign
2,1,0,311,1,0,benign,benign
2,1,1,67,0.1,0.9,malignant,malignant
2,1,1,686,1,0,benign,benign
2,1,1,403,1,0,benign,benign
2,1,1,43,0.7,0.3,benign,malignant
2,1,1,144,1,0,benign,benign
2,1,1,497,1,0,benign,benign
2,1,1,32,0,1,malignant,malignant
2,1,1,688,1,0,benign,benign
2,1,1,13,1,0,benign,benign
2,1,1,50,0.1,0.9,malignant,malignant
2,1,1,80,0.9,0.1,benign,benign
2,1,1,140,1,0,benign,benign
2,1,1,669,0,1,malignant,malignant
2,1,1,325,1,0,benign,benign
2,1,1,385,1,0,benign,benign
2,1,1,151,0.1,0.9,malignant,malignant
2,1,1,40,0.315953,0.684047,malignant,benign
2,1,1,136,1,0,benign,benign
2,1,1,603,0.6,0.4,benign,malignant
2,1,1,338,1,0,benign,benign
2,1,1,266,0,1,malignant,malignant
2,1,1,197,1,0,benign,benign
2,1,1,542,1,0,benign,benign
2,1,1,54,0,1,malignant,malignant
2,1,1,659,1,0,benign,benign
2,1,1,589,1,0,benign,benign
2,1,1,101,0.3,0.7,malignant,malignant
2,1,1,695,1,0,benign,benign
2,1,1,76,0.9,0.1,benign,benign
2,1,1,436,0.5,0.5,malignant,malignant
2,1,1,671,1,0,benign,benign
2,1,1,322,1,0,benign,benign
2,1,1,356,0.6,0.4,benign,malignant
2,1,1,511,1,0,benign,benign
2,1,1,331,1,0,benign,benign
2,1,1,126,0.2,0.8,malignant,malignant
2,1,1,585,1,0,benign,benign
2,1,1,476,1,0,benign,benign
2,1,1,272,0.1,0.9,malignant,malignant
2,1,1,26,1,0,benign,benign
2,1,1,543,1,0,benign,benign
2,1,1,658,0,1,malignant,malignant
2,1,1,29,1,0,benign,benign
2,1,1,559,1,0,benign,benign
2,1,1,289,0,1,malignant,malignant
2,1,1,621,0.8,0.2,benign,benign
2,1,1,609,1,0,benign,benign
2,1,1,340,0.4,0.6,malignant,malignant
2,1,1,446,1,0,benign,benign
2,1,1,105,0.3,0.7,malignant,malignant
2,1,1,576,1,0,benign,benign
2,1,1,399,1,0,benign,benign
2,1,1,230,0,1,malignant,malignant
2,1,1,8,1,0,benign,benign
2,1,1,614,1,0,benign,benign
2,1,1,696,0,1,malignant,malignant
2,1,1,630,1,0,benign,benign
2,1,1,125,1,0,benign,benign
2,1,1,330,0.1,0.9,malignant,malignant
2,1,1,275,0.961176,0.038824,benign,benign
2,1,1,178,1,0,benign,benign
2,1,1,582,0,1,malignant,malignant
2,1,1,369,1,0,benign,benign
2,1,1,562,1,0,benign,benign
2,1,1,53,0,1,malignant,malignant
2,1,1,72,0.9,0.1,benign,benign
2,1,1,554,1,0,benign,benign
2,1,1,329,0,1,malignant,malignant
2,1,1,265,0.9,0.1,benign,benign
2,1,1,311,1,0,benign,benign
2,1,2,67,0.1,0.9,malignant,malignant
2,1,2,686,1,0,benign,benign
2,1,2,403,0.929661,0.070339,benign,benign
2,1,2,43,0.3,0.7,malignant,malignant
2,1,2,144,1,0,benign,benign
2,1,2,497,1,0,benign,benign
2,1,2,32,0,1,malignant,malignant
2,1,2,688,1,0,benign,benign
2,1,2,13,1,0,benign,benign
2,1,2,50,0.3,0.7,malignant,malignant
2,1,2,80,0.9,0.1,benign,benign
2,1,2,140,1,0,benign,benign
2,1,2,669,0,1,malignant,malignant
2,1,2,325,0.8,0.2,benign,benign
2,1,2,385,0.9,0.1,benign,benign
2,1,2,151,0,1,malignant,malignant
2,1,2,40,0.061972,0.938028,malignant,benign
2,1,2,136,1,0,benign,benign
2,1,2,603,0.5,0.5,benign,malignant
2,1,2,338,1,0,benign,benign
2,1,2,266,0,1,malignant,malignant
2,1,2,197,1,0,benign,benign
2,1,2,542,1,0,benign,benign
2,1,2,54,0,1,malignant,malignant
2,1,2,659,1,0,benign,benign
2,1,2,589,1,0,benign,benign
2,1,2,101,0.2,0.8,malignant,malignant
2,1,2,695,1,0,benign,benign
2,1,2,76,0.9,0.1,benign,benign
2,1,2,436,0.2,0.8,malignant,malignant
2,1,2,671,1,0,benign,benign
2,1,2,322,1,0,benign,benign
2,1,2,356,0.6,0.4,benign,malignant
2,1,2,511,1,0,benign,benign
2,1,2,331,1,0,benign,benign
2,1,2,126,0,1,malignant,malignant
2,1,2,585,1,0,benign,benign
2,1,2,476,1,0,benign,benign
2,1,2,272,0.2,0.8,malignant,malignant
2,1,2,26,1,0,benign,benign
2,1,2,543,1,0,benign,benign
2,1,2,658,0,1,malignant,malignant
2,1,2,29,1,0,benign,benign
2,1,2,559,1,0,benign,benign
2,1,2,289,0,1,malignant,malignant
2,1,2,621,0.7,0.3,benign,benign
2,1,2,609,1,0,benign,benign
2,1,2,340,0.1,0.9,malignant,malignant
2,1,2,446,1,0,benign,benign
2,1,2,105,0.3,0.7,malignant,malignant
2,1,2,576,1,0,benign,benign
2,1,2,399,1,0,benign,benign
2,1,2,230,0,1,malignant,malignant
2,1,2,8,1,0,benign,benign
2,1,2,614,1,0,benign,benign
2,1,2,696,0,1,malignant,malignant
2,1,2,630,1,0,benign,benign
2,1,2,125,1,0,benign,benign
2,1,2,330,0.1,0.9,malignant,malignant
2,1,2,275,0.90344,0.09656,benign,benign
2,1,2,178,1,0,benign,benign
2,1,2,582,0,1,malignant,malignant
2,1,2,369,1,0,benign,benign
2,1,2,562,1,0,benign,benign
2,1,2,53,0,1,malignant,malignant
2,1,2,72,0.6,0.4,benign,benign
2,1,2,554,1,0,benign,benign
2,1,2,329,0,1,malignant,malignant
2,1,2,265,0.8,0.2,benign,benign
2,1,2,311,1,0,benign,benign
2,1,3,67,0.2,0.8,malignant,malignant
2,1,3,686,1,0,benign,benign
2,1,3,403,1,0,benign,benign
2,1,3,43,0.5,0.5,benign,malignant
2,1,3,144,1,0,benign,benign
2,1,3,497,1,0,benign,benign
2,1,3,32,0.1,0.9,malignant,malignant
2,1,3,688,1,0,benign,benign
2,1,3,13,1,0,benign,benign
2,1,3,50,0.2,0.8,malignant,malignant
2,1,3,80,1,0,benign,benign
2,1,3,140,1,0,benign,benign
2,1,3,669,0,1,malignant,malignant
2,1,3,325,0.9,0.1,benign,benign
2,1,3,385,0.9,0.1,benign,benign
2,1,3,151,0.1,0.9,malignant,malignant
2,1,3,40,0.150068,0.849932,malignant,benign
2,1,3,136,1,0,benign,benign
2,1,3,603,0.7,0.3,benign,malignant
2,1,3,338,1,0,benign,benign
2,1,3,266,0,1,malignant,malignant
2,1,3,197,1,0,benign,benign
2,1,3,542,1,0,benign,benign
2,1,3,54,0.1,0.9,malignant,malignant
2,1,3,659,1,0,benign,benign
2,1,3,589,1,0,benign,benign
2,1,3,101,0.6,0.4,benign,malignant
2,1,3,695,1,0,benign,benign
2,1,3,76,0.9,0.1,benign,benign
2,1,3,436,0,1,malignant,malignant
2,1,3,671,1,0,benign,benign
2,1,3,322,1,0,benign,benign
2,1,3,356,0.6,0.4,benign,malignant
2,1,3,511,1,0,benign,benign
2,1,3,331,1,0,benign,benign
2,1,3,126,0.3,0.7,malignant,malignant
2,1,3,585,1,0,benign,benign
2,1,3,476,1,0,benign,benign
2,1,3,272,0.4,0.6,malignant,malignant
2,1,3,26,1,0,benign,benign
2,1,3,543,1,0,benign,benign
2,1,3,658,0.1,0.9,malignant,malignant
2,1,3,29,1,0,benign,benign
2,1,3,559,1,0,benign,benign
2,1,3,289,0,1,malignant,malignant
2,1,3,621,0.4,0.6,malignant,benign
2,1,3,609,1,0,benign,benign
2,1,3,340,0.4,0.6,malignant,malignant
2,1,3,446,1,0,benign,benign
2,1,3,105,0.4,0.6,malignant,malignant
2,1,3,576,1,0,benign,benign
2,1,3,399,1,0,benign,benign
2,1,3,230,0.5,0.5,benign,malignant
2,1,3,8,1,0,benign,benign
2,1,3,614,1,0,benign,benign
2,1,3,696,0.2,0.8,malignant,malignant
2,1,3,630,1,0,benign,benign
2,1,3,125,1,0,benign,benign
2,1,3,330,0.2,0.8,malignant,malignant
2,1,3,275,0.981343,0.018657,benign,benign
2,1,3,178,1,0,benign,benign
2,1,3,582,0,1,malignant,malignant
2,1,3,369,1,0,benign,benign
2,1,3,562,1,0,benign,benign
2,1,3,53,0.1,0.9,malignant,malignant
2,1,3,72,0.9,0.1,benign,benign
2,1,3,554,1,0,benign,benign
2,1,3,329,0.1,0.9,malignant,malignant
2,1,3,265,0.9,0.1,benign,benign
2,1,3,311,1,0,benign,benign
2,1,4,67,0.5,0.5,benign,malignant
2,1,4,686,1,0,benign,benign
2,1,4,403,1,0,benign,benign
2,1,4,43,0.9,0.1,benign,malignant
2,1,4,144,1,0,benign,benign
2,1,4,497,1,0,benign,benign
2,1,4,32,0.1,0.9,malignant,malignant
2,1,4,688,1,0,benign,benign
2,1,4,13,1,0,benign,benign
2,1,4,50,0.1,0.9,malignant,malignant
2,1,4,80,1,0,benign,benign
2,1,4,140,1,0,benign,benign
2,1,4,669,0.1,0.9,malignant,malignant
2,1,4,325,1,0,benign,benign
2,1,4,385,1,0,benign,benign
2,1,4,151,0,1,malignant,malignant
2,1,4,40,0.273096,0.726904,malignant,benign
2,1,4,136,1,0,benign,benign
2,1,4,603,0.6,0.4,benign,malignant
2,1,4,338,1,0,benign,benign
2,1,4,266,0,1,malignant,malignant
2,1,4,197,1,0,benign,benign
2,1,4,542,1,0,benign,benign
2,1,4,54,0.1,0.9,malignant,malignant
2,1,4,659,1,0,benign,benign
2,1,4,589,1,0,benign,benign
2,1,4,101,0.6,0.4,benign,malignant
2,1,4,695,1,0,benign,benign
2,1,4,76,1,0,benign,benign
2,1,4,436,0.5,0.5,malignant,malignant
2,1,4,671,1,0,benign,benign
2,1,4,322,1,0,benign,benign
2,1,4,356,0.7,0.3,benign,malignant
2,1,4,511,1,0,benign,benign
2,1,4,331,0.9,0.1,benign,benign
2,1,4,126,0.1,0.9,malignant,malignant
2,1,4,585,1,0,benign,benign
2,1,4,476,1,0,benign,benign
2,1,4,272,0.2,0.8,malignant,malignant
2,1,4,26,1,0,benign,benign
2,1,4,543,1,0,benign,benign
2,1,4,658,0,1,malignant,malignant
2,1,4,29,1,0,benign,benign
2,1,4,559,1,0,benign,benign
2,1,4,289,0.1,0.9,malignant,malignant
2,1,4,621,0.5,0.5,benign,benign
2,1,4,609,1,0,benign,benign
2,1,4,340,0.3,0.7,malignant,malignant
2,1,4,446,1,0,benign,benign
2,1,4,105,0.2,0.8,malignant,malignant
2,1,4,576,1,0,benign,benign
2,1,4,399,1,0,benign,benign
2,1,4,230,0.3,0.7,malignant,malignant
2,1,4,8,0.9,0.1,benign,benign
2,1,4,614,1,0,benign,benign
2,1,4,696,0,1,malignant,malignant
2,1,4,630,0.9,0.1,benign,benign
2,1,4,125,1,0,benign,benign
2,1,4,330,0.2,0.8,malignant,malignant
2,1,4,275,1,0,benign,benign
2,1,4,178,1,0,benign,benign
2,1,4,582,0.2,0.8,malignant,malignant
2,1,4,369,1,0,benign,benign
2,1,4,562,1,0,benign,benign
2,1,4,53,0.1,0.9,malignant,malignant
2,1,4,72,1,0,benign,benign
2,1,4,554,1,0,benign,benign
2,1,4,329,0,1,malignant,malignant
2,1,4,265,0.9,0.1,benign,benign
2,1,4,311,1,0,benign,benign
2,1,5,67,0.5,0.5,benign,malignant
2,1,5,686,1,0,benign,benign
2,1,5,403,1,0,benign,benign
2,1,5,43,0.4,0.6,malignant,malignant
2,1,5,144,1,0,benign,benign
2,1,5,497,1,0,benign,benign
2,1,5,32,0,1,malignant,malignant
2,1,5,688,1,0,benign,benign
2,1,5,13,1,0,benign,benign
2,1,5,50,0.3,0.7,malignant,malignant
2,1,5,80,0.9,0.1,benign,benign
2,1,5,140,1,0,benign,benign
2,1,5,669,0.1,0.9,malignant,malignant
2,1,5,325,1,0,benign,benign
2,1,5,385,1,0,benign,benign
2,1,5,151,0.2,0.8,malignant,malignant
2,1,5,40,0.04299,0.95701,malignant,benign
2,1,5,136,1,0,benign,benign
2,1,5,603,0.2,0.8,malignant,malignant
2,1,5,338,1,0,benign,benign
2,1,5,266,0,1,malignant,malignant
2,1,5,197,0.9,0.1,benign,benign
2,1,5,542,1,0,benign,benign
2,1,5,54,0,1,malignant,malignant
2,1,5,659,1,0,benign,benign
2,1,5,589,1,0,benign,benign
2,1,5,101,0.4,0.6,malignant,malignant
2,1,5,695,1,0,benign,benign
2,1,5,76,1,0,benign,benign
2,1,5,436,0.29789,0.70211,malignant,malignant
2,1,5,671,1,0,benign,benign
2,1,5,322,1,0,benign,benign
2,1,5,356,0.5,0.5,benign,malignant
2,1,5,511,1,0,benign,benign
2,1,5,331,1,0,benign,benign
2,1,5,126,0,1,malignant,malignant
2,1,5,585,1,0,benign,benign
2,1,5,476,1,0,benign,benign
2,1,5,272,0.3,0.7,malignant,malignant
2,1,5,26,1,0,benign,benign
2,1,5,543,1,0,benign,benign
2,1,5,658,0,1,malignant,malignant
2,1,5,29,1,0,benign,benign
2,1,5,559,1,0,benign,benign
2,1,5,289,0,1,malignant,malignant
2,1,5,621,0.5,0.5,benign,benign
2,1,5,609,1,0,benign,benign
2,1,5,340,0.1,0.9,malignant,malignant
2,1,5,446,1,0,benign,benign
2,1,5,105,0.4,0.6,malignant,malignant
2,1,5,576,1,0,benign,benign
2,1,5,399,1,0,benign,benign
2,1,5,230,0.2,0.8,malignant,malignant
2,1,5,8,1,0,benign,benign
2,1,5,614,1,0,benign,benign
2,1,5,696,0,1,malignant,malignant
2,1,5,630,1,0,benign,benign
2,1,5,125,1,0,benign,benign
2,1,5,330,0,1,malignant,malignant
2,1,5,275,0.997814,0.002186,benign,benign
2,1,5,178,1,0,benign,benign
2,1,5,582,0,1,malignant,malignant
2,1,5,369,1,0,benign,benign
2,1,5,562,1,0,benign,benign
2,1,5,53,0.1,0.9,malignant,malignant
2,1,5,72,0.7,0.3,benign,benign
2,1,5,554,1,0,benign,benign
2,1,5,329,0,1,malignant,malignant
2,1,5,265,1,0,benign,benign
2,1,5,311,1,0,benign,benign
2,1,6,67,0.5,0.5,benign,malignant
2,1,6,686,1,0,benign,benign
2,1,6,403,1,0,benign,benign
2,1,6,43,0.2,0.8,malignant,malignant
2,1,6,144,1,0,benign,benign
2,1,6,497,1,0,benign,benign
2,1,6,32,0,1,malignant,malignant
2,1,6,688,1,0,benign,benign
2,1,6,13,1,0,benign,benign
2,1,6,50,0.3,0.7,malignant,malignant
2,1,6,80,1,0,benign,benign
2,1,6,140,1,0,benign,benign
2,1,6,669,0,1,malignant,malignant
2,1,6,325,1,0,benign,benign
2,1,6,385,0.8,0.2,benign,benign
2,1,6,151,0,1,malignant,malignant
2,1,6,40,0.030578,0.969422,malignant,benign
2,1,6,136,1,0,benign,benign
2,1,6,603,0.1,0.9,malignant,malignant
2,1,6,338,1,0,benign,benign
2,1,6,266,0,1,malignant,malignant
2,1,6,197,1,0,benign,benign
2,1,6,542,1,0,benign,benign
2,1,6,54,0,1,malignant,malignant
2,1,6,659,1,0,benign,benign
2,1,6,589,1,0,benign,benign
2,1,6,101,0.5,0.5,benign,malignant
2,1,6,695,1,0,benign,benign
2,1,6,76,1,0,benign,benign
2,1,6,436,0.1,0.9,malignant,malignant
2,1,6,671,1,0,benign,benign
2,1,6,322,1,0,benign,benign
2,1,6,356,0.7,0.3,benign,malignant
2,1,6,511,1,0,benign,benign
2,1,6,331,0.9,0.1,benign,benign
2,1,6,126,0,1,malignant,malignant
2,1,6,585,1,0,benign,benign
2,1,6,476,1,0,benign,benign
2,1,6,272,0.1,0.9,malignant,malignant
2,1,6,26,1,0,benign,benign
2,1,6,543,1,0,benign,benign
2,1,6,658,0,1,malignant,malignant
2,1,6,29,1,0,benign,benign
2,1,6,559,1,0,benign,benign
2,1,6,289,0.1,0.9,malignant,malignant
2,1,6,621,0.7,0.3,benign,benign
2,1,6,609,1,0,benign,benign
2,1,6,340,0.203834,0.796166,malignant,malignant
2,1,6,446,1,0,benign,benign
2,1,6,105,0.3,0.7,malignant,malignant
2,1,6,576,1,0,benign,benign
2,1,6,399,1,0,benign,benign
2,1,6,230,0.1,0.9,malignant,malignant
2,1,6,8,1,0,benign,benign
2,1,6,614,1,0,benign,benign
2,1,6,696,0,1,malignant,malignant
2,1,6,630,1,0,benign,benign
2,1,6,125,1,0,benign,benign
2,1,6,330,0.2,0.8,malignant,malignant
2,1,6,275,0.995427,0.004573,benign,benign
2,1,6,178,1,0,benign,benign
2,1,6,582,0.1,0.9,malignant,malignant
2,1,6,369,1,0,benign,benign
2,1,6,562,1,0,benign,benign
2,1,6,53,0,1,malignant,malignant
2,1,6,72,1,0,benign,benign
2,1,6,554,1,0,benign,benign
2,1,6,329,0.1,0.9,malignant,malignant
2,1,6,265,0.9,0.1,benign,benign
2,1,6,311,1,0,benign,benign
2,1,7,67,0.5,0.5,benign,malignant
2,1,7,686,1,0,benign,benign
2,1,7,403,1,0,benign,benign
2,1,7,43,0.6,0.4,benign,malignant
2,1,7,144,1,0,benign,benign
2,1,7,497,1,0,benign,benign
2,1,7,32,0,1,malignant,malignant
2,1,7,688,1,0,benign,benign
2,1,7,13,1,0,benign,benign
2,1,7,50,0.4,0.6,malignant,malignant
2,1,7,80,0.9,0.1,benign,benign
2,1,7,140,1,0,benign,benign
2,1,7,669,0,1,malignant,malignant
2,1,7,325,1,0,benign,benign
2,1,7,385,1,0,benign,benign
2,1,7,151,0,1,malignant,malignant
2,1,7,40,0.094836,0.905164,malignant,benign
2,1,7,136,1,0,benign,benign
2,1,7,603,0.3,0.7,malignant,malignant
2,1,7,338,1,0,benign,benign
2,1,7,266,0,1,malignant,malignant
2,1,7,197,1,0,benign,benign
2,1,7,542,1,0,benign,benign
2,1,7,54,0,1,malignant,malignant
2,1,7,659,1,0,benign,benign
2,1,7,589,1,0,benign,benign
2,1,7,101,0.5,0.5,benign,malignant
2,1,7,695,1,0,benign,benign
2,1,7,76,1,0,benign,benign
2,1,7,436,0.5,0.5,benign,malignant
2,1,7,671,1,0,benign,benign
2,1,7,322,1,0,benign,benign
2,1,7,356,0.7,0.3,benign,malignant
2,1,7,511,1,0,benign,benign
2,1,7,331,1,0,benign,benign
2,1,7,126,0,1,malignant,malignant
2,1,7,585,1,0,benign,benign
2,1,7,476,1,0,benign,benign
2,1,7,272,0,1,malignant,malignant
2,1,7,26,1,0,benign,benign
2,1,7,543,1,0,benign,benign
2,1,7,658,0,1,malignant,malignant
2,1,7,29,1,0,benign,benign
2,1,7,559,1,0,benign,benign
2,1,7,289,0.1,0.9,malignant,malignant
2,1,7,621,0.2,0.8,malignant,benign
2,1,7,609,1,0,benign,benign
2,1,7,340,0,1,malignant,malignant
2,1,7,446,1,0,benign,benign
2,1,7,105,0.3,0.7,malignant,malignant
2,1,7,576,1,0,benign,benign
2,1,7,399,1,0,benign,benign
2,1,7,230,0.2,0.8,malignant,malignant
2,1,7,8,1,0,benign,benign
2,1,7,614,1,0,benign,benign
2,1,7,696,0,1,malignant,malignant
2,1,7,630,1,0,benign,benign
2,1,7,125,1,0,benign,benign
2,1,7,330,0,1,malignant,malignant
2,1,7,275,0.985688,0.014312,benign,benign
2,1,7,178,1,0,benign,benign
2,1,7,582,0.042757,0.957243,malignant,malignant
2,1,7,369,1,0,benign,benign
2,1,7,562,1,0,benign,benign
2,1,7,53,0,1,malignant,malignant
2,1,7,72,0.781943,0.218057,benign,benign
2,1,7,554,1,0,benign,benign
2,1,7,329,0,1,malignant,malignant
2,1,7,265,1,0,benign,benign
2,1,7,311,1,0,benign,benign
2,2,0,52,0.3,0.7,malignant,malignant
2,2,0,623,1,0,benign,benign
2,2,0,313,1,0,benign,benign
2,2,0,465,0,1,malignant,malignant
2,2,0,195,1,0,benign,benign
2,2,0,11,1,0,benign,benign
2,2,0,344,0,1,malignant,malignant
2,2,0,379,0.7,0.3,benign,benign
2,2,0,46,0,1,malignant,malignant
2,2,0,397,1,0,benign,benign
2,2,0,70,1,0,benign,benign
2,2,0,62,0,1,malignant,malignant
2,2,0,375,1,0,benign,benign
2,2,0,189,1,0,benign,benign
2,2,0,262,0,1,malignant,malignant
2,2,0,692,1,0,benign,benign
2,2,0,162,1,0,benign,benign
2,2,0,86,0.2,0.8,malignant,malignant
2,2,0,34,1,0,benign,benign
2,2,0,524,1,0,benign,benign
2,2,0,285,0,1,malignant,malignant
2,2,0,4,1,0,benign,benign
2,2,0,553,0.4,0.6,malignant,benign
2,2,0,691,0.1,0.9,malignant,malignant
2,2,0,269,1,0,benign,benign
2,2,0,521,1,0,benign,benign
2,2,0,591,0.1,0.9,malignant,malignant
2,2,0,525,1,0,benign,benign
2,2,0,234,0.8,0.2,benign,benign
2,2,0,254,0,1,malignant,malignant
2,2,0,667,1,0,benign,benign
2,2,0,115,1,0,benign,benign
2,2,0,361,0.1,0.9,malignant,malignant
2,2,0,169,1,0,benign,benign
2,2,0,632,1,0,benign,benign
2,2,0,412,0.1,0.9,malignant,malignant
2,2,0,139,1,0,benign,benign
2,2,0,222,0.9,0.1,benign,malignant
2,2,0,661,1,0,benign,benign
2,2,0,10,1,0,benign,benign
2,2,0,680,0,1,malignant,malignant
2,2,0,413,1,0,benign,benign
2,2,0,280,1,0,benign,benign
2,2,0,295,0,1,malignant,malignant
2,2,0,454,1,0,benign,benign
2,2,0,551,1,0,benign,benign
2,2,0,381,0.1,0.9,malignant,malignant
2,2,0,567,1,0,benign,benign
2,2,0,2,1,0,benign,benign
2,2,0,279,0,1,malignant,malignant
2,2,0,547,1,0,benign,benign
2,2,0,309,0.8,0.2,benign,benign
2,2,0,107,0.1,0.9,malignant,malignant
2,2,0,627,1,0,benign,benign
2,2,0,529,1,0,benign,benign
2,2,0,218,0,1,malignant,malignant
2,2,0,241,1,0,benign,benign
2,2,0,75,0.9,0.1,benign,benign
2,2,0,506,0,1,malignant,malignant
2,2,0,644,1,0,benign,benign
2,2,0,204,1,0,benign,benign
2,2,0,149,0,1,malignant,malignant
2,2,0,250,1,0,benign,benign
2,2,0,460,1,0,benign,benign
2,2,0,367,0,1,malignant,malignant
2,2,0,352,0.1,0.9,malignant,benign
2,2,0,489,0.7,0.3,benign,malignant
2,2,0,550,1,0,benign,benign
2,2,0,202,1,0,benign,benign
2,2,0,604,0.4,0.6,malignant,malignant
2,2,1,52,0,1,malignant,malignant
2,2,1,623,1,0,benign,benign
2,2,1,313,1,0,benign,benign
2,2,1,465,0,1,malignant,malignant
2,2,1,195,1,0,benign,benign
2,2,1,11,1,0,benign,benign
2,2,1,344,0,1,malignant,malignant
2,2,1,379,0.2,0.8,malignant,benign
2,2,1,46,0,1,malignant,malignant
2,2,1,397,1,0,benign,benign
2,2,1,70,1,0,benign,benign
2,2,1,62,0,1,malignant,malignant
2,2,1,375,1,0,benign,benign
2,2,1,189,0.9,0.1,benign,benign
2,2,1,262,0,1,malignant,malignant
2,2,1,692,1,0,benign,benign
2,2,1,162,1,0,benign,benign
2,2,1,86,0.3,0.7,malignant,malignant
2,2,1,34,1,0,benign,benign
2,2,1,524,1,0,benign,benign
2,2,1,285,0,1,malignant,malignant
2,2,1,4,1,0,benign,benign
2,2,1,553,0.7,0.3,benign,benign
2,2,1,691,0,1,malignant,malignant
2,2,1,269,1,0,benign,benign
2,2,1,521,0.9,0.1,benign,benign
2,2,1,591,0,1,malignant,malignant
2,2,1,525,1,0,benign,benign
2,2,1,234,0.9,0.1,benign,benign
2,2,1,254,0,1,malignant,malignant
2,2,1,667,1,0,benign,benign
2,2,1,115,1,0,benign,benign
2,2,1,361,0.1,0.9,malignant,malignant
2,2,1,169,1,0,benign,benign
2,2,1,632,1,0,benign,benign
2,2,1,412,0,1,malignant,malignant
2,2,1,139,1,0,benign,benign
2,2,1,222,1,0,benign,malignant
2,2,1,661,1,0,benign,benign
2,2,1,10,1,0,benign,benign
2,2,1,680,0,1,malignant,malignant
2,2,1,413,1,0,benign,benign
2,2,1,280,1,0,benign,benign
2,2,1,295,0,1,malignant,malignant
2,2,1,454,1,0,benign,benign
2,2,1,551,1,0,benign,benign
2,2,1,381,0.2,0.8,malignant,malignant
2,2,1,567,1,0,benign,benign
2,2,1,2,1,0,benign,benign
2,2,1,279,0,1,malignant,malignant
2,2,1,547,1,0,benign,benign
2,2,1,309,1,0,benign,benign
2,2,1,107,0.2,0.8,malignant,malignant
2,2,1,627,1,0,benign,benign
2,2,1,529,1,0,benign,benign
2,2,1,218,0.1,0.9,malignant,malignant
2,2,1,241,1,0,benign,benign
2,2,1,75,1,0,benign,benign
2,2,1,506,0,1,malignant,malignant
2,2,1,644,1,0,benign,benign
2,2,1,204,1,0,benign,benign
2,2,1,149,0,1,malignant,malignant
2,2,1,250,1,0,benign,benign
2,2,1,460,1,0,benign,benign
2,2,1,367,0,1,malignant,malignant
2,2,1,352,0.2,0.8,malignant,benign
2,2,1,489,0.7,0.3,benign,malignant
2,2,1,550,1,0,benign,benign
2,2,1,202,1,0,benign,benign
2,2,1,604,0.6,0.4,benign,malignant
2,2,2,52,0,1,malignant,malignant
2,2,2,623,1,0,benign,benign
2,2,2,313,1,0,benign,benign
2,2,2,465,0,1,malignant,malignant
2,2,2,195,1,0,benign,benign
2,2,2,11,1,0,benign,benign
2,2,2,344,0,1,malignant,malignant
2,2,2,379,0.6,0.4,benign,benign
2,2,2,46,0,1,malignant,malignant
2,2,2,397,1,0,benign,benign
2,2,2,70,1,0,benign,benign
2,2,2,62,0,1,malignant,malignant
2,2,2,375,1,0,benign,benign
2,2,2,189,1,0,benign,benign
2,2,2,262,0,1,malignant,malignant
2,2,2,692,1,0,benign,benign
2,2,2,162,1,0,benign,benign
2,2,2,86,0.043939,0.956061,malignant,malignant
2,2,2,34,1,0,benign,benign
2,2,2,524,1,0,benign,benign
2,2,2,285,0.2,0.8,malignant,malignant
2,2,2,4,1,0,benign,benign
2,2,2,553,0.468939,0.531061,malignant,benign
2,2,2,691,0,1,malignant,malignant
2,2,2,269,1,0,benign,benign
2,2,2,521,1,0,benign,benign
2,2,2,591,0,1,malignant,malignant
2,2,2,525,1,0,benign,benign
2,2,2,234,0.9,0.1,benign,benign
2,2,2,254,0,1,malignant,malignant
2,2,2,667,1,0,benign,benign
2,2,2,115,1,0,benign,benign
2,2,2,361,0.169843,0.830157,malignant,malignant
2,2,2,169,1,0,benign,benign
2,2,2,632,1,0,benign,benign
2,2,2,412,0,1,malignant,malignant
2,2,2,139,1,0,benign,benign
2,2,2,222,0.9,0.1,benign,malignant
2,2,2,661,1,0,benign,benign
2,2,2,10,1,0,benign,benign
2,2,2,680,0.1,0.9,malignant,malignant
2,2,2,413,1,0,benign,benign
2,2,2,280,1,0,benign,benign
2,2,2,295,0,1,malignant,malignant
2,2,2,454,1,0,benign,benign
2,2,2,551,1,0,benign,benign
2,2,2,381,0,1,malignant,malignant
2,2,2,567,0.9,0.1,benign,benign
2,2,2,2,1,0,benign,benign
2,2,2,279,0,1,malignant,malignant
2,2,2,547,1,0,benign,benign
2,2,2,309,0.9,0.1,benign,benign
2,2,2,107,0.3,0.7,malignant,malignant
2,2,2,627,0.9,0.1,benign,benign
2,2,2,529,1,0,benign,benign
2,2,2,218,0.1,0.9,malignant,malignant
2,2,2,241,1,0,benign,benign
2,2,2,75,1,0,benign,benign
2,2,2,506,0.2,0.8,malignant,malignant
2,2,2,644,1,0,benign,benign
2,2,2,204,1,0,benign,benign
2,2,2,149,0.1,0.9,malignant,malignant
2,2,2,250,1,0,benign,benign
2,2,2,460,1,0,benign,benign
2,2,2,367,0.225904,0.774096,malignant,malignant
2,2,2,352,0.043939,0.956061,malignant,benign
2,2,2,489,0.543939,0.456061,benign,malignant
2,2,2,550,1,0,benign,benign
2,2,2,202,1,0,benign,benign
2,2,2,604,0.343939,0.656061,malignant,malignant
2,2,3,52,0,1,malignant,malignant
2,2,3,623,1,0,benign,benign
2,2,3,313,1,0,benign,benign
2,2,3,465,0,1,malignant,malignant
2,2,3,195,1,0,benign,benign
2,2,3,11,1,0,benign,benign
2,2,3,344,0,1,malignant,malignant
2,2,3,379,0.5,0.5,benign,benign
2,2,3,46,0,1,malignant,malignant
2,2,3,397,1,0,benign,benign
2,2,3,70,1,0,benign,benign
2,2,3,62,0,1,malignant,malignant
2,2,3,375,1,0,benign,benign
2,2,3,189,1,0,benign,benign
2,2,3,262,0,1,malignant,malignant
2,2,3,692,1,0,benign,benign
2,2,3,162,1,0,benign,benign
2,2,3,86,0.207447,0.792553,malignant,malignant
2,2,3,34,1,0,benign,benign
2,2,3,524,1,0,benign,benign
2,2,3,285,0,1,malignant,malignant
2,2,3,4,1,0,benign,benign
2,2,3,553,0.6,0.4,benign,benign
2,2,3,691,0,1,malignant,malignant
2,2,3,269,1,0,benign,benign
2,2,3,521,1,0,benign,benign
2,2,3,591,0,1,malignant,malignant
2,2,3,525,1,0,benign,benign
2,2,3,234,1,0,benign,benign
2,2,3,254,0,1,malignant,malignant
2,2,3,667,1,0,benign,benign
2,2,3,115,1,0,benign,benign
2,2,3,361,0.2,0.8,malignant,malignant
2,2,3,169,1,0,benign,benign
2,2,3,632,1,0,benign,benign
2,2,3,412,0,1,malignant,malignant
2,2,3,139,0.998138,0.001862,benign,benign
2,2,3,222,0.9,0.1,benign,malignant
2,2,3,661,1,0,benign,benign
2,2,3,10,1,0,benign,benign
2,2,3,680,0,1,malignant,malignant
2,2,3,413,1,0,benign,benign
2,2,3,280,1,0,benign,benign
2,2,3,295,0,1,malignant,malignant
2,2,3,454,1,0,benign,benign
2,2,3,551,1,0,benign,benign
2,2,3,381,0.4,0.6,malignant,malignant
2,2,3,567,0.9,0.1,benign,benign
2,2,3,2,1,0,benign,benign
2,2,3,279,0,1,malignant,malignant
2,2,3,547,1,0,benign,benign
2,2,3,309,1,0,benign,benign
2,2,3,107,0.1,0.9,malignant,malignant
2,2,3,627,1,0,benign,benign
2,2,3,529,1,0,benign,benign
2,2,3,218,0.244898,0.755102,malignant,malignant
2,2,3,241,1,0,benign,benign
2,2,3,75,1,0,benign,benign
2,2,3,506,0,1,malignant,malignant
2,2,3,644,1,0,benign,benign
2,2,3,204,1,0,benign,benign
2,2,3,149,0.1,0.9,malignant,malignant
2,2,3,250,1,0,benign,benign
2,2,3,460,1,0,benign,benign
2,2,3,367,0,1,malignant,malignant
2,2,3,352,0,1,malignant,benign
2,2,3,489,0.5,0.5,benign,malignant
2,2,3,550,1,0,benign,benign
2,2,3,202,1,0,benign,benign
2,2,3,604,0.3,0.7,malignant,malignant
2,2,4,52,0.2,0.8,malignant,malignant
2,2,4,623,1,0,benign,benign
2,2,4,313,1,0,benign,benign
2,2,4,465,0.1,0.9,malignant,malignant
2,2,4,195,1,0,benign,benign
2,2,4,11,1,0,benign,benign
2,2,4,344,0.1,0.9,malignant,malignant
2,2,4,379,1,0,benign,benign
2,2,4,46,0,1,malignant,malignant
2,2,4,397,1,0,benign,benign
2,2,4,70,1,0,benign,benign
2,2,4,62,0.1,0.9,malignant,malignant
2,2,4,375,1,0,benign,benign
2,2,4,189,1,0,benign,benign
2,2,4,262,0,1,malignant,malignant
2,2,4,692,1,0,benign,benign
2,2,4,162,1,0,benign,benign
2,2,4,86,0.4,0.6,malignant,malignant
2,2,4,34,1,0,benign,benign
2,2,4,524,1,0,benign,benign
2,2,4,285,0,1,malignant,malignant
2,2,4,4,1,0,benign,benign
2,2,4,553,0.6,0.4,benign,benign
2,2,4,691,0,1,malignant,malignant
2,2,4,269,1,0,benign,benign
2,2,4,521,1,0,benign,benign
2,2,4,591,0,1,malignant,malignant
2,2,4,525,1,0,benign,benign
2,2,4,234,0.7,0.3,benign,benign
2,2,4,254,0.1,0.9,malignant,malignant
2,2,4,667,1,0,benign,benign
2,2,4,115,1,0,benign,benign
2,2,4,361,0.2,0.8,malignant,malignant
2,2,4,169,1,0,benign,benign
2,2,4,632,1,0,benign,benign
2,2,4,412,0.1,0.9,malignant,malignant
2,2,4,139,0.999371,0.000629,benign,benign
2,2,4,222,0.9,0.1,benign,malignant
2,2,4,661,1,0,benign,benign
2,2,4,10,1,0,benign,benign
2,2,4,680,0,1,malignant,malignant
2,2,4,413,1,0,benign,benign
2,2,4,280,1,0,benign,benign
2,2,4,295,0.2,0.8,malignant,malignant
2,2,4,454,1,0,benign,benign
2,2,4,551,1,0,benign,benign
2,2,4,381,0.3,0.7,malignant,malignant
2,2,4,567,0.9,0.1,benign,benign
2,2,4,2,1,0,benign,benign
2,2,4,279,0,1,malignant,malignant
2,2,4,547,1,0,benign,benign
2,2,4,309,0.9,0.1,benign,benign
2,2,4,107,0.2,0.8,malignant,malignant
2,2,4,627,1,0,benign,benign
2,2,4,529,1,0,benign,benign
2,2,4,218,0.013529,0.986471,malignant,malignant
2,2,4,241,1,0,benign,benign
2,2,4,75,0.9,0.1,benign,benign
2,2,4,506,0.1,0.9,malignant,malignant
2,2,4,644,1,0,benign,benign
2,2,4,204,1,0,benign,benign
2,2,4,149,0,1,malignant,malignant
2,2,4,250,1,0,benign,benign
2,2,4,460,1,0,benign,benign
2,2,4,367,0,1,malignant,malignant
2,2,4,352,0.6,0.4,benign,benign
2,2,4,489,0.5,0.5,benign,malignant
2,2,4,550,1,0,benign,benign
2,2,4,202,1,0,benign,benign
2,2,4,604,0.201887,0.798113,malignant,malignant
2,2,5,52,0.1,0.9,malignant,malignant
2,2,5,623,1,0,benign,benign
2,2,5,313,1,0,benign,benign
2,2,5,465,0,1,malignant,malignant
2,2,5,195,1,0,benign,benign
2,2,5,11,1,0,benign,benign
2,2,5,344,0,1,malignant,malignant
2,2,5,379,0.8,0.2,benign,benign
2,2,5,46,0.1,0.9,malignant,malignant
2,2,5,397,1,0,benign,benign
2,2,5,70,1,0,benign,benign
2,2,5,62,0,1,malignant,malignant
2,2,5,375,1,0,benign,benign
2,2,5,189,1,0,benign,benign
2,2,5,262,0,1,malignant,malignant
2,2,5,692,1,0,benign,benign
2,2,5,162,1,0,benign,benign
2,2,5,86,0.301276,0.698724,malignant,malignant
2,2,5,34,1,0,benign,benign
2,2,5,524,1,0,benign,benign
2,2,5,285,0,1,malignant,malignant
2,2,5,4,1,0,benign,benign
2,2,5,553,0.8,0.2,benign,benign
2,2,5,691,0,1,malignant,malignant
2,2,5,269,1,0,benign,benign
2,2,5,521,1,0,benign,benign
2,2,5,591,0.1,0.9,malignant,malignant
2,2,5,525,1,0,benign,benign
2,2,5,234,1,0,benign,benign
2,2,5,254,0,1,malignant,malignant
2,2,5,667,1,0,benign,benign
2,2,5,115,1,0,benign,benign
2,2,5,361,0.1,0.9,malignant,malignant
2,2,5,169,1,0,benign,benign
2,2,5,632,1,0,benign,benign
2,2,5,412,0,1,malignant,malignant
2,2,5,139,0.999362,0.000638,benign,benign
2,2,5,222,0.9,0.1,benign,malignant
2,2,5,661,1,0,benign,benign
2,2,5,10,1,0,benign,benign
2,2,5,680,0,1,malignant,malignant
2,2,5,413,1,0,benign,benign
2,2,5,280,1,0,benign,benign
2,2,5,295,0,1,malignant,malignant
2,2,5,454,1,0,benign,benign
2,2,5,551,1,0,benign,benign
2,2,5,381,0.1,0.9,malignant,malignant
2,2,5,567,0.9,0.1,benign,benign
2,2,5,2,1,0,benign,benign
2,2,5,279,0,1,malignant,malignant
2,2,5,547,1,0,benign,benign
2,2,5,309,1,0,benign,benign
2,2,5,107,0.2,0.8,malignant,malignant
2,2,5,627,1,0,benign,benign
2,2,5,529,1,0,benign,benign
2,2,5,218,0,1,malignant,malignant
2,2,5,241,1,0,benign,benign
2,2,5,75,1,0,benign,benign
2,2,5,506,0,1,malignant,malignant
2,2,5,644,1,0,benign,benign
2,2,5,204,1,0,benign,benign
2,2,5,149,0,1,malignant,malignant
2,2,5,250,1,0,benign,benign
2,2,5,460,1,0,benign,benign
2,2,5,367,0,1,malignant,malignant
2,2,5,352,0.4,0.6,malignant,benign
2,2,5,489,0.8,0.2,benign,malignant
2,2,5,550,1,0,benign,benign
2,2,5,202,1,0,benign,benign
2,2,5,604,0.7,0.3,benign,malignant
2,2,6,52,0,1,malignant,malignant
2,2,6,623,1,0,benign,benign
2,2,6,313,1,0,benign,benign
2,2,6,465,0,1,malignant,malignant
2,2,6,195,1,0,benign,benign
2,2,6,11,1,0,benign,benign
2,2,6,344,0,1,malignant,malignant
2,2,6,379,1,0,benign,benign
2,2,6,46,0.2,0.8,malignant,malignant
2,2,6,397,1,0,benign,benign
2,2,6,70,1,0,benign,benign
2,2,6,62,0,1,malignant,malignant
2,2,6,375,1,0,benign,benign
2,2,6,189,1,0,benign,benign
2,2,6,262,0,1,malignant,malignant
2,2,6,692,1,0,benign,benign
2,2,6,162,1,0,benign,benign
2,2,6,86,0.2,0.8,malignant,malignant
2,2,6,34,1,0,benign,benign
2,2,6,524,1,0,benign,benign
2,2,6,285,0,1,malignant,malignant
2,2,6,4,1,0,benign,benign
2,2,6,553,1,0,benign,benign
2,2,6,691,0.2,0.8,malignant,malignant
2,2,6,269,1,0,benign,benign
2,2,6,521,1,0,benign,benign
2,2,6,591,0,1,malignant,malignant
2,2,6,525,1,0,benign,benign
2,2,6,234,1,0,benign,benign
2,2,6,254,0,1,malignant,malignant
2,2,6,667,1,0,benign,benign
2,2,6,115,1,0,benign,benign
2,2,6,361,0.2,0.8,malignant,malignant
2,2,6,169,1,0,benign,benign
2,2,6,632,1,0,benign,benign
2,2,6,412,0,1,malignant,malignant
2,2,6,139,1,0,benign,benign
2,2,6,222,1,0,benign,malignant
2,2,6,661,1,0,benign,benign
2,2,6,10,1,0,benign,benign
2,2,6,680,0,1,malignant,malignant
2,2,6,413,1,0,benign,benign
2,2,6,280,1,0,benign,benign
2,2,6,295,0.2,0.8,malignant,malignant
2,2,6,454,1,0,benign,benign
2,2,6,551,1,0,benign,benign
2,2,6,381,0,1,malignant,malignant
2,2,6,567,1,0,benign,benign
2,2,6,2,1,0,benign,benign
2,2,6,279,0,1,malignant,malignant
2,2,6,547,1,0,benign,benign
2,2,6,309,1,0,benign,benign
2,2,6,107,0.1,0.9,malignant,malignant
2,2,6,627,1,0,benign,benign
2,2,6,529,1,0,benign,benign
2,2,6,218,0,1,malignant,malignant
2,2,6,241,1,0,benign,benign
2,2,6,75,1,0,benign,benign
2,2,6,506,0,1,malignant,malignant
2,2,6,644,1,0,benign,benign
2,2,6,204,1,0,benign,benign
2,2,6,149,0,1,malignant,malignant
2,2,6,250,1,0,benign,benign
2,2,6,460,1,0,benign,benign
2,2,6,367,0,1,malignant,malignant
2,2,6,352,0.4,0.6,malignant,benign
2,2,6,489,0.8,0.2,benign,malignant
2,2,6,550,1,0,benign,benign
2,2,6,202,1,0,benign,benign
2,2,6,604,0.6,0.4,benign,malignant
2,2,7,52,0,1,malignant,malignant
2,2,7,623,1,0,benign,benign
2,2,7,313,1,0,benign,benign
2,2,7,465,0,1,malignant,malignant
2,2,7,195,1,0,benign,benign
2,2,7,11,1,0,benign,benign
2,2,7,344,0,1,malignant,malignant
2,2,7,379,0.8,0.2,benign,benign
2,2,7,46,0.2,0.8,malignant,malignant
2,2,7,397,1,0,benign,benign
2,2,7,70,1,0,benign,benign
2,2,7,62,0,1,malignant,malignant
2,2,7,375,1,0,benign,benign
2,2,7,189,1,0,benign,benign
2,2,7,262,0,1,malignant,malignant
2,2,7,692,1,0,benign,benign
2,2,7,162,1,0,benign,benign
2,2,7,86,0.2,0.8,malignant,malignant
2,2,7,34,1,0,benign,benign
2,2,7,524,1,0,benign,benign
2,2,7,285,0,1,malignant,malignant
2,2,7,4,1,0,benign,benign
2,2,7,553,0.8,0.2,benign,benign
2,2,7,691,0.2,0.8,malignant,malignant
2,2,7,269,1,0,benign,benign
2,2,7,521,1,0,benign,benign
2,2,7,591,0,1,malignant,malignant
2,2,7,525,1,0,benign,benign
2,2,7,234,1,0,benign,benign
2,2,7,254,0,1,malignant,malignant
2,2,7,667,1,0,benign,benign
2,2,7,115,1,0,benign,benign
2,2,7,361,0,1,malignant,malignant
2,2,7,169,1,0,benign,benign
2,2,7,632,1,0,benign,benign
2,2,7,412,0,1,malignant,malignant
2,2,7,139,1,0,benign,benign
2,2,7,222,1,0,benign,malignant
2,2,7,661,1,0,benign,benign
2,2,7,10,1,0,benign,benign
2,2,7,680,0,1,malignant,malignant
2,2,7,413,1,0,benign,benign
2,2,7,280,1,0,benign,benign
2,2,7,295,0.1,0.9,malignant,malignant
2,2,7,454,1,0,benign,benign
2,2,7,551,1,0,benign,benign
2,2,7,381,0,1,malignant,malignant
2,2,7,567,1,0,benign,benign
2,2,7,2,1,0,benign,benign
2,2,7,279,0,1,malignant,malignant
2,2,7,547,1,0,benign,benign
2,2,7,309,1,0,benign,benign
2,2,7,107,0.2,0.8,malignant,malignant
2,2,7,627,1,0,benign,benign
2,2,7,529,1,0,benign,benign
2,2,7,218,0,1,malignant,malignant
2,2,7,241,1,0,benign,benign
2,2,7,75,0.9,0.1,benign,benign
2,2,7,506,0,1,malignant,malignant
2,2,7,644,1,0,benign,benign
2,2,7,204,1,0,benign,benign
2,2,7,149,0,1,malignant,malignant
2,2,7,250,1,0,benign,benign
2,2,7,460,1,0,benign,benign
2,2,7,367,0,1,malignant,malignant
2,2,7,352,0.420395,0.579605,malignant,benign
2,2,7,489,0.6,0.4,benign,malignant
2,2,7,550,1,0,benign,benign
2,2,7,202,1,0,benign,benign
2,2,7,604,0.3,0.7,malignant,malignant
2,3,0,444,1,0,benign,benign
2,3,0,424,1,0,benign,benign
2,3,0,519,0.1,0.9,malignant,malignant
2,3,0,127,1,0,benign,benign
2,3,0,138,1,0,benign,benign
2,3,0,608,0,1,malignant,malignant
2,3,0,212,1,0,benign,benign
2,3,0,90,1,0,benign,benign
2,3,0,360,0,1,malignant,malignant
2,3,0,544,1,0,benign,benign
2,3,0,537,1,0,benign,benign
2,3,0,317,0,1,malignant,malignant
2,3,0,679,1,0,benign,benign
2,3,0,552,0.8,0.2,benign,benign
2,3,0,142,0,1,malignant,malignant
2,3,0,634,1,0,benign,benign
2,3,0,499,1,0,benign,benign
2,3,0,255,0.1,0.9,malignant,malignant
2,3,0,459,1,0,benign,benign
2,3,0,196,0,1,malignant,benign
2,3,0,455,0.7,0.3,benign,malignant
2,3,0,561,1,0,benign,benign
2,3,0,625,0.9,0.1,benign,benign
2,3,0,191,0,1,malignant,malignant
2,3,0,452,1,0,benign,benign
2,3,0,132,0,1,malignant,malignant
2,3,0,694,1,0,benign,benign
2,3,0,137,1,0,benign,benign
2,3,0,611,0.2,0.8,malignant,malignant
2,3,0,654,1,0,benign,benign
2,3,0,558,1,0,benign,benign
2,3,0,188,0,1,malignant,malignant
2,3,0,245,1,0,benign,benign
2,3,0,635,0.9,0.1,benign,benign
2,3,0,239,0.1,0.9,malignant,malignant
2,3,0,337,1,0,benign,benign
2,3,0,383,1,0,benign,benign
2,3,0,366,0,1,malignant,malignant
2,3,0,168,1,0,benign,benign
2,3,0,259,0.1,0.9,malignant,benign
2,3,0,65,0.3,0.7,malignant,malignant
2,3,0,390,1,0,benign,benign
2,3,0,31,1,0,benign,benign
2,3,0,226,0,1,malignant,malignant
2,3,0,318,1,0,benign,benign
2,3,0,505,1,0,benign,benign
2,3,0,200,0,1,malignant,malignant
2,3,0,433,1,0,benign,benign
2,3,0,657,0.2,0.8,malignant,benign
2,3,0,568,0,1,malignant,malignant
2,3,0,315,0.0925,0.9075,malignant,benign
2,3,0,33,1,0,benign,benign
2,3,0,565,0,1,malignant,malignant
2,3,0,504,1,0,benign,benign
2,3,0,117,0,1,malignant,malignant
2,3,0,683,1,0,benign,benign
2,3,0,637,0.8,0.2,benign,benign
2,3,0,359,0.3,0.7,malignant,malignant
2,3,0,665,1,0,benign,benign
2,3,0,147,1,0,benign,benign
2,3,0,569,0,1,malignant,malignant
2,3,0,319,0.1,0.9,malignant,benign
2,3,0,451,1,0,benign,benign
2,3,0,187,0,1,malignant,malignant
2,3,0,156,1,0,benign,benign
2,3,0,405,1,0,benign,benign
2,3,0,247,0,1,malignant,malignant
2,3,0,192,1,0,benign,benign
2,3,0,402,1,0,benign,benign
2,3,0,386,0,1,malignant,malignant
2,3,1,444,0.9,0.1,benign,benign
2,3,1,424,1,0,benign,benign
2,3,1,519,0,1,malignant,malignant
2,3,1,127,1,0,benign,benign
2,3,1,138,1,0,benign,benign
2,3,1,608,0,1,malignant,malignant
2,3,1,212,1,0,benign,benign
2,3,1,90,1,0,benign,benign
2,3,1,360,0.1,0.9,malignant,malignant
2,3,1,544,1,0,benign,benign
2,3,1,537,1,0,benign,benign
2,3,1,317,0.1,0.9,malignant,malignant
2,3,1,679,1,0,benign,benign
2,3,1,552,1,0,benign,benign
2,3,1,142,0,1,malignant,malignant
2,3,1,634,1,0,benign,benign
2,3,1,499,1,0,benign,benign
2,3,1,255,0.3,0.7,malignant,malignant
2,3,1,459,1,0,benign,benign
2,3,1,196,0.1,0.9,malignant,benign
2,3,1,455,0.8,0.2,benign,malignant
2,3,1,561,1,0,benign,benign
2,3,1,625,1,0,benign,benign
2,3,1,191,0,1,malignant,malignant
2,3,1,452,1,0,benign,benign
2,3,1,132,0,1,malignant,malignant
2,3,1,694,1,0,benign,benign
2,3,1,137,1,0,benign,benign
2,3,1,611,0,1,malignant,malignant
2,3,1,654,1,0,benign,benign
2,3,1,558,1,0,benign,benign
2,3,1,188,0,1,malignant,malignant
2,3,1,245,1,0,benign,benign
2,3,1,635,0.7,0.3,benign,benign
2,3,1,239,0.2,0.8,malignant,malignant
2,3,1,337,1,0,benign,benign
2,3,1,383,1,0,benign,benign
2,3,1,366,0.1,0.9,malignant,malignant
2,3,1,168,1,0,benign,benign
2,3,1,259,0,1,malignant,benign
2,3,1,65,0.5,0.5,benign,malignant
2,3,1,390,1,0,benign,benign
2,3,1,31,1,0,benign,benign
2,3,1,226,0,1,malignant,malignant
2,3,1,318,0.9,0.1,benign,benign
2,3,1,505,1,0,benign,benign
2,3,1,200,0,1,malignant,malignant
2,3,1,433,1,0,benign,benign
2,3,1,657,0.2,0.8,malignant,benign
2,3,1,568,0.1,0.9,malignant,malignant
2,3,1,315,0,1,malignant,benign
2,3,1,33,1,0,benign,benign
2,3,1,565,0,1,malignant,malignant
2,3,1,504,1,0,benign,benign
2,3,1,117,0.1,0.9,malignant,malignant
2,3,1,683,1,0,benign,benign
2,3,1,637,0.5,0.5,benign,benign
2,3,1,359,0,1,malignant,malignant
2,3,1,665,1,0,benign,benign
2,3,1,147,1,0,benign,benign
2,3,1,569,0,1,malignant,malignant
2,3,1,319,0.2,0.8,malignant,benign
2,3,1,451,1,0,benign,benign
2,3,1,187,0.1,0.9,malignant,malignant
2,3,1,156,1,0,benign,benign
2,3,1,405,1,0,benign,benign
2,3,1,247,0,1,malignant,malignant
2,3,1,192,1,0,benign,benign
2,3,1,402,0.8,0.2,benign,benign
2,3,1,386,0,1,malignant,malignant
2,3,2,444,1,0,benign,benign
2,3,2,424,1,0,benign,benign
2,3,2,519,0,1,malignant,malignant
2,3,2,127,1,0,benign,benign
2,3,2,138,1,0,benign,benign
2,3,2,608,0.125904,0.874096,malignant,malignant
2,3,2,212,1,0,benign,benign
2,3,2,90,1,0,benign,benign
2,3,2,360,0.325904,0.674096,malignant,malignant
2,3,2,544,1,0,benign,benign
2,3,2,537,1,0,benign,benign
2,3,2,317,0.1,0.9,malignant,malignant
2,3,2,679,1,0,benign,benign
2,3,2,552,1,0,benign,benign
2,3,2,142,0,1,malignant,malignant
2,3,2,634,1,0,benign,benign
2,3,2,499,1,0,benign,benign
2,3,2,255,0.043939,0.956061,malignant,malignant
2,3,2,459,1,0,benign,benign
2,3,2,196,0,1,malignant,benign
2,3,2,455,0.625,0.375,benign,malignant
2,3,2,561,1,0,benign,benign
2,3,2,625,0.725,0.275,benign,benign
2,3,2,191,0.1,0.9,malignant,malignant
2,3,2,452,1,0,benign,benign
2,3,2,132,0.225904,0.774096,malignant,malignant
2,3,2,694,1,0,benign,benign
2,3,2,137,1,0,benign,benign
2,3,2,611,0.2,0.8,malignant,malignant
2,3,2,654,1,0,benign,benign
2,3,2,558,1,0,benign,benign
2,3,2,188,0.269843,0.730157,malignant,malignant
2,3,2,245,1,0,benign,benign
2,3,2,635,1,0,benign,benign
2,3,2,239,0,1,malignant,malignant
2,3,2,337,1,0,benign,benign
2,3,2,383,1,0,benign,benign
2,3,2,366,0.325904,0.674096,malignant,malignant
2,3,2,168,1,0,benign,benign
2,3,2,259,0,1,malignant,benign
2,3,2,65,0.5,0.5,benign,malignant
2,3,2,390,1,0,benign,benign
2,3,2,31,1,0,benign,benign
2,3,2,226,0,1,malignant,malignant
2,3,2,318,0.9,0.1,benign,benign
2,3,2,505,1,0,benign,benign
2,3,2,200,0,1,malignant,malignant
2,3,2,433,1,0,benign,benign
2,3,2,657,0.2,0.8,malignant,benign
2,3,2,568,0.125,0.875,malignant,malignant
2,3,2,315,0.09948,0.90052,malignant,benign
2,3,2,33,1,0,benign,benign
2,3,2,565,0.225904,0.774096,malignant,malignant
2,3,2,504,1,0,benign,benign
2,3,2,117,0.269843,0.730157,malignant,malignant
2,3,2,683,1,0,benign,benign
2,3,2,637,0.9,0.1,benign,benign
2,3,2,359,0,1,malignant,malignant
2,3,2,665,1,0,benign,benign
2,3,2,147,1,0,benign,benign
2,3,2,569,0,1,malignant,malignant
2,3,2,319,0.043939,0.956061,malignant,benign
2,3,2,451,1,0,benign,benign
2,3,2,187,0.2,0.8,malignant,malignant
2,3,2,156,1,0,benign,benign
2,3,2,405,1,0,benign,benign
2,3,2,247,0,1,malignant,malignant
2,3,2,192,1,0,benign,benign
2,3,2,402,1,0,benign,benign
2,3,2,386,0.1,0.9,malignant,malignant
2,3,3,444,1,0,benign,benign
2,3,3,424,1,0,benign,benign
2,3,3,519,0,1,malignant,malignant
2,3,3,127,1,0,benign,benign
2,3,3,138,1,0,benign,benign
2,3,3,608,0,1,malignant,malignant
2,3,3,212,1,0,benign,benign
2,3,3,90,1,0,benign,benign
2,3,3,360,0.2,0.8,malignant,malignant
2,3,3,544,1,0,benign,benign
2,3,3,537,1,0,benign,benign
2,3,3,317,0.1,0.9,malignant,malignant
2,3,3,679,1,0,benign,benign
2,3,3,552,1,0,benign,benign
2,3,3,142,0,1,malignant,malignant
2,3,3,634,1,0,benign,benign
2,3,3,499,1,0,benign,benign
2,3,3,255,0,1,malignant,malignant
2,3,3,459,1,0,benign,benign
2,3,3,196,0.1,0.9,malignant,benign
2,3,3,455,0.4,0.6,malignant,malignant
2,3,3,561,1,0,benign,benign
2,3,3,625,0.9,0.1,benign,benign
2,3,3,191,0.2,0.8,malignant,malignant
2,3,3,452,1,0,benign,benign
2,3,3,132,0,1,malignant,malignant
2,3,3,694,1,0,benign,benign
2,3,3,137,1,0,benign,benign
2,3,3,611,0,1,malignant,malignant
2,3,3,654,1,0,benign,benign
2,3,3,558,1,0,benign,benign
2,3,3,188,0.3,0.7,malignant,malignant
2,3,3,245,1,0,benign,benign
2,3,3,635,1,0,benign,benign
2,3,3,239,0,1,malignant,malignant
2,3,3,337,1,0,benign,benign
2,3,3,383,1,0,benign,benign
2,3,3,366,0.2,0.8,malignant,malignant
2,3,3,168,1,0,benign,benign
2,3,3,259,0,1,malignant,benign
2,3,3,65,0.5,0.5,benign,malignant
2,3,3,390,1,0,benign,benign
2,3,3,31,1,0,benign,benign
2,3,3,226,0,1,malignant,malignant
2,3,3,318,1,0,benign,benign
2,3,3,505,1,0,benign,benign
2,3,3,200,0,1,malignant,malignant
2,3,3,433,1,0,benign,benign
2,3,3,657,0.4,0.6,malignant,benign
2,3,3,568,0,1,malignant,malignant
2,3,3,315,0.124271,0.875729,malignant,benign
2,3,3,33,1,0,benign,benign
2,3,3,565,0.1,0.9,malignant,malignant
2,3,3,504,1,0,benign,benign
2,3,3,117,0.2,0.8,malignant,malignant
2,3,3,683,1,0,benign,benign
2,3,3,637,0.7,0.3,benign,benign
2,3,3,359,0,1,malignant,malignant
2,3,3,665,1,0,benign,benign
2,3,3,147,1,0,benign,benign
2,3,3,569,0,1,malignant,malignant
2,3,3,319,0.1,0.9,malignant,benign
2,3,3,451,1,0,benign,benign
2,3,3,187,0.1,0.9,malignant,malignant
2,3,3,156,1,0,benign,benign
2,3,3,405,1,0,benign,benign
2,3,3,247,0,1,malignant,malignant
2,3,3,192,1,0,benign,benign
2,3,3,402,1,0,benign,benign
2,3,3,386,0,1,malignant,malignant
2,3,4,444,1,0,benign,benign
2,3,4,424,1,0,benign,benign
2,3,4,519,0,1,malignant,malignant
2,3,4,127,1,0,benign,benign
2,3,4,138,1,0,benign,benign
2,3,4,608,0.1,0.9,malignant,malignant
2,3,4,212,1,0,benign,benign
2,3,4,90,1,0,benign,benign
2,3,4,360,0.1,0.9,malignant,malignant
2,3,4,544,1,0,benign,benign
2,3,4,537,1,0,benign,benign
2,3,4,317,0,1,malignant,malignant
2,3,4,679,1,0,benign,benign
2,3,4,552,1,0,benign,benign
2,3,4,142,0,1,malignant,malignant
2,3,4,634,1,0,benign,benign
2,3,4,499,1,0,benign,benign
2,3,4,255,0,1,malignant,malignant
2,3,4,459,1,0,benign,benign
2,3,4,196,0.1,0.9,malignant,benign
2,3,4,455,0.6,0.4,benign,malignant
2,3,4,561,1,0,benign,benign
2,3,4,625,0.8,0.2,benign,benign
2,3,4,191,0,1,malignant,malignant
2,3,4,452,1,0,benign,benign
2,3,4,132,0.1,0.9,malignant,malignant
2,3,4,694,1,0,benign,benign
2,3,4,137,1,0,benign,benign
2,3,4,611,0,1,malignant,malignant
2,3,4,654,1,0,benign,benign
2,3,4,558,1,0,benign,benign
2,3,4,188,0.3,0.7,malignant,malignant
2,3,4,245,1,0,benign,benign
2,3,4,635,1,0,benign,benign
2,3,4,239,0,1,malignant,malignant
2,3,4,337,1,0,benign,benign
2,3,4,383,1,0,benign,benign
2,3,4,366,0.1,0.9,malignant,malignant
2,3,4,168,1,0,benign,benign
2,3,4,259,0,1,malignant,benign
2,3,4,65,0.4,0.6,malignant,malignant
2,3,4,390,1,0,benign,benign
2,3,4,31,1,0,benign,benign
2,3,4,226,0,1,malignant,malignant
2,3,4,318,1,0,benign,benign
2,3,4,505,1,0,benign,benign
2,3,4,200,0,1,malignant,malignant
2,3,4,433,1,0,benign,benign
2,3,4,657,0.5,0.5,benign,benign
2,3,4,568,0,1,malignant,malignant
2,3,4,315,0.059677,0.940323,malignant,benign
2,3,4,33,1,0,benign,benign
2,3,4,565,0.1,0.9,malignant,malignant
2,3,4,504,1,0,benign,benign
2,3,4,117,0.2,0.8,malignant,malignant
2,3,4,683,1,0,benign,benign
2,3,4,637,0.8,0.2,benign,benign
2,3,4,359,0,1,malignant,malignant
2,3,4,665,1,0,benign,benign
2,3,4,147,1,0,benign,benign
2,3,4,569,0,1,malignant,malignant
2,3,4,319,0.2,0.8,malignant,benign
2,3,4,451,1,0,benign,benign
2,3,4,187,0,1,malignant,malignant
2,3,4,156,1,0,benign,benign
2,3,4,405,1,0,benign,benign
2,3,4,247,0.1,0.9,malignant,malignant
2,3,4,192,1,0,benign,benign
2,3,4,402,1,0,benign,benign
2,3,4,386,0,1,malignant,malignant
2,3,5,444,1,0,benign,benign
2,3,5,424,1,0,benign,benign
2,3,5,519,0,1,malignant,malignant
2,3,5,127,1,0,benign,benign
2,3,5,138,1,0,benign,benign
2,3,5,608,0,1,malignant,malignant
2,3,5,212,1,0,benign,benign
2,3,5,90,1,0,benign,benign
2,3,5,360,0,1,malignant,malignant
2,3,5,544,0.9,0.1,benign,benign
2,3,5,537,1,0,benign,benign
2,3,5,317,0,1,malignant,malignant
2,3,5,679,1,0,benign,benign
2,3,5,552,1,0,benign,benign
2,3,5,142,0,1,malignant,malignant
2,3,5,634,1,0,benign,benign
2,3,5,499,1,0,benign,benign
2,3,5,255,0.1,0.9,malignant,malignant
2,3,5,459,1,0,benign,benign
2,3,5,196,0,1,malignant,benign
2,3,5,455,0.7,0.3,benign,malignant
2,3,5,561,1,0,benign,benign
2,3,5,625,0.8,0.2,benign,benign
2,3,5,191,0.1,0.9,malignant,malignant
2,3,5,452,1,0,benign,benign
2,3,5,132,0,1,malignant,malignant
2,3,5,694,1,0,benign,benign
2,3,5,137,1,0,benign,benign
2,3,5,611,0,1,malignant,malignant
2,3,5,654,1,0,benign,benign
2,3,5,558,1,0,benign,benign
2,3,5,188,0.084736,0.915264,malignant,malignant
2,3,5,245,1,0,benign,benign
2,3,5,635,1,0,benign,benign
2,3,5,239,0,1,malignant,malignant
2,3,5,337,1,0,benign,benign
2,3,5,383,1,0,benign,benign
2,3,5,366,0,1,malignant,malignant
2,3,5,168,1,0,benign,benign
2,3,5,259,0.1,0.9,malignant,benign
2,3,5,65,0.7,0.3,benign,malignant
2,3,5,390,1,0,benign,benign
2,3,5,31,1,0,benign,benign
2,3,5,226,0,1,malignant,malignant
2,3,5,318,1,0,benign,benign
2,3,5,505,1,0,benign,benign
2,3,5,200,0,1,malignant,malignant
2,3,5,433,1,0,benign,benign
2,3,5,657,0.2,0.8,malignant,benign
2,3,5,568,0,1,malignant,malignant
2,3,5,315,0.138096,0.861904,malignant,benign
2,3,5,33,1,0,benign,benign
2,3,5,565,0,1,malignant,malignant
2,3,5,504,1,0,benign,benign
2,3,5,117,0,1,malignant,malignant
2,3,5,683,1,0,benign,benign
2,3,5,637,0.9,0.1,benign,benign
2,3,5,359,0,1,malignant,malignant
2,3,5,665,1,0,benign,benign
2,3,5,147,1,0,benign,benign
2,3,5,569,0,1,malignant,malignant
2,3,5,319,0.1,0.9,malignant,benign
2,3,5,451,1,0,benign,benign
2,3,5,187,0.043711,0.956289,malignant,malignant
2,3,5,156,1,0,benign,benign
2,3,5,405,1,0,benign,benign
2,3,5,247,0.010288,0.989712,malignant,malignant
2,3,5,192,1,0,benign,benign
2,3,5,402,1,0,benign,benign
2,3,5,386,0,1,malignant,malignant
2,3,6,444,1,0,benign,benign
2,3,6,424,1,0,benign,benign
2,3,6,519,0,1,malignant,malignant
2,3,6,127,1,0,benign,benign
2,3,6,138,1,0,benign,benign
2,3,6,608,0,1,malignant,malignant
2,3,6,212,1,0,benign,benign
2,3,6,90,1,0,benign,benign
2,3,6,360,0,1,malignant,malignant
2,3,6,544,1,0,benign,benign
2,3,6,537,1,0,benign,benign
2,3,6,317,0.3,0.7,malignant,malignant
2,3,6,679,1,0,benign,benign
2,3,6,552,1,0,benign,benign
2,3,6,142,0,1,malignant,malignant
2,3,6,634,1,0,benign,benign
2,3,6,499,1,0,benign,benign
2,3,6,255,0,1,malignant,malignant
2,3,6,459,1,0,benign,benign
2,3,6,196,0,1,malignant,benign
2,3,6,455,0.7,0.3,benign,malignant
2,3,6,561,1,0,benign,benign
2,3,6,625,0.7,0.3,benign,benign
2,3,6,191,0,1,malignant,malignant
2,3,6,452,1,0,benign,benign
2,3,6,132,0,1,malignant,malignant
2,3,6,694,1,0,benign,benign
2,3,6,137,1,0,benign,benign
2,3,6,611,0,1,malignant,malignant
2,3,6,654,1,0,benign,benign
2,3,6,558,1,0,benign,benign
2,3,6,188,0,1,malignant,malignant
2,3,6,245,1,0,benign,benign
2,3,6,635,1,0,benign,benign
2,3,6,239,0,1,malignant,malignant
2,3,6,337,1,0,benign,benign
2,3,6,383,1,0,benign,benign
2,3,6,366,0,1,malignant,malignant
2,3,6,168,1,0,benign,benign
2,3,6,259,0.1,0.9,malignant,benign
2,3,6,65,0.4,0.6,malignant,malignant
2,3,6,390,1,0,benign,benign
2,3,6,31,1,0,benign,benign
2,3,6,226,0,1,malignant,malignant
2,3,6,318,1,0,benign,benign
2,3,6,505,1,0,benign,benign
2,3,6,200,0,1,malignant,malignant
2,3,6,433,1,0,benign,benign
2,3,6,657,0.5,0.5,benign,benign
2,3,6,568,0.1,0.9,malignant,malignant
2,3,6,315,0.207257,0.792743,malignant,benign
2,3,6,33,1,0,benign,benign
2,3,6,565,0,1,malignant,malignant
2,3,6,504,1,0,benign,benign
2,3,6,117,0,1,malignant,malignant
2,3,6,683,1,0,benign,benign
2,3,6,637,0.798258,0.201742,benign,benign
2,3,6,359,0,1,malignant,malignant
2,3,6,665,1,0,benign,benign
2,3,6,147,1,0,benign,benign
2,3,6,569,0,1,malignant,malignant
2,3,6,319,0.1,0.9,malignant,benign
2,3,6,451,1,0,benign,benign
2,3,6,187,0,1,malignant,malignant
2,3,6,156,1,0,benign,benign
2,3,6,405,1,0,benign,benign
2,3,6,247,0.1,0.9,malignant,malignant
2,3,6,192,1,0,benign,benign
2,3,6,402,1,0,benign,benign
2,3,6,386,0,1,malignant,malignant
2,3,7,444,1,0,benign,benign
2,3,7,424,1,0,benign,benign
2,3,7,519,0,1,malignant,malignant
2,3,7,127,1,0,benign,benign
2,3,7,138,1,0,benign,benign
2,3,7,608,0.1,0.9,malignant,malignant
2,3,7,212,1,0,benign,benign
2,3,7,90,1,0,benign,benign
2,3,7,360,0,1,malignant,malignant
2,3,7,544,1,0,benign,benign
2,3,7,537,1,0,benign,benign
2,3,7,317,0.145093,0.854907,malignant,malignant
2,3,7,679,1,0,benign,benign
2,3,7,552,1,0,benign,benign
2,3,7,142,0,1,malignant,malignant
2,3,7,634,1,0,benign,benign
2,3,7,499,1,0,benign,benign
2,3,7,255,0.3,0.7,malignant,malignant
2,3,7,459,1,0,benign,benign
2,3,7,196,0,1,malignant,benign
2,3,7,455,0.702041,0.297959,benign,malignant
2,3,7,561,1,0,benign,benign
2,3,7,625,0.9,0.1,benign,benign
2,3,7,191,0,1,malignant,malignant
2,3,7,452,1,0,benign,benign
2,3,7,132,0,1,malignant,malignant
2,3,7,694,1,0,benign,benign
2,3,7,137,1,0,benign,benign
2,3,7,611,0.14992,0.85008,malignant,malignant
2,3,7,654,1,0,benign,benign
2,3,7,558,1,0,benign,benign
2,3,7,188,0.3,0.7,malignant,malignant
2,3,7,245,1,0,benign,benign
2,3,7,635,1,0,benign,benign
2,3,7,239,0,1,malignant,malignant
2,3,7,337,1,0,benign,benign
2,3,7,383,1,0,benign,benign
2,3,7,366,0,1,malignant,malignant
2,3,7,168,1,0,benign,benign
2,3,7,259,0.4,0.6,malignant,benign
2,3,7,65,0.5,0.5,benign,malignant
2,3,7,390,1,0,benign,benign
2,3,7,31,1,0,benign,benign
2,3,7,226,0,1,malignant,malignant
2,3,7,318,1,0,benign,benign
2,3,7,505,1,0,benign,benign
2,3,7,200,0,1,malignant,malignant
2,3,7,433,1,0,benign,benign
2,3,7,657,0.666203,0.333797,benign,benign
2,3,7,568,0.1,0.9,malignant,malignant
2,3,7,315,0.009257,0.990743,malignant,benign
2,3,7,33,1,0,benign,benign
2,3,7,565,0.1,0.9,malignant,malignant
2,3,7,504,1,0,benign,benign
2,3,7,117,0,1,malignant,malignant
2,3,7,683,1,0,benign,benign
2,3,7,637,1,0,benign,benign
2,3,7,359,0.1,0.9,malignant,malignant
2,3,7,665,1,0,benign,benign
2,3,7,147,1,0,benign,benign
2,3,7,569,0.1,0.9,malignant,malignant
2,3,7,319,0.2,0.8,malignant,benign
2,3,7,451,1,0,benign,benign
2,3,7,187,0.2,0.8,malignant,malignant
2,3,7,156,1,0,benign,benign
2,3,7,405,1,0,benign,benign
2,3,7,247,0.2,0.8,malignant,malignant
2,3,7,192,1,0,benign,benign
2,3,7,402,1,0,benign,benign
2,3,7,386,0.1,0.9,malignant,malignant
2,4,0,662,1,0,benign,benign
2,4,0,384,1,0,benign,benign
2,4,0,270,0,1,malignant,malignant
2,4,0,61,1,0,benign,benign
2,4,0,407,1,0,benign,benign
2,4,0,223,0,1,malignant,malignant
2,4,0,172,1,0,benign,benign
2,4,0,584,1,0,benign,benign
2,4,0,146,0.1,0.9,malignant,malignant
2,4,0,199,1,0,benign,benign
2,4,0,687,0.9,0.1,benign,benign
2,4,0,514,0,1,malignant,malignant
2,4,0,150,1,0,benign,benign
2,4,0,299,0.6,0.4,benign,malignant
2,4,0,370,1,0,benign,benign
2,4,0,217,1,0,benign,benign
2,4,0,263,0,1,malignant,malignant
2,4,0,573,1,0,benign,benign
2,4,0,341,1,0,benign,benign
2,4,0,400,0,1,malignant,malignant
2,4,0,615,1,0,benign,benign
2,4,0,484,1,0,benign,benign
2,4,0,238,0,1,malignant,malignant
2,4,0,563,1,0,benign,benign
2,4,0,398,1,0,benign,benign
2,4,0,571,0,1,malignant,malignant
2,4,0,394,1,0,benign,benign
2,4,0,481,1,0,benign,benign
2,4,0,493,0,1,malignant,malignant
2,4,0,82,1,0,benign,benign
2,4,0,244,1,0,benign,benign
2,4,0,264,0.1,0.9,malignant,malignant
2,4,0,257,1,0,benign,benign
2,4,0,463,1,0,benign,benign
2,4,0,574,0,1,malignant,malignant
2,4,0,532,1,0,benign,benign
2,4,0,372,1,0,benign,benign
2,4,0,491,0,1,malignant,malignant
2,4,0,437,1,0,benign,benign
2,4,0,185,1,0,benign,benign
2,4,0,60,0.4,0.6,malignant,malignant
2,4,0,469,1,0,benign,benign
2,4,0,160,0,1,malignant,malignant
2,4,0,129,0.9,0.1,benign,benign
2,4,0,631,1,0,benign,benign
2,4,0,323,0,1,malignant,malignant
2,4,0,442,1,0,benign,benign
2,4,0,587,1,0,benign,benign
2,4,0,39,0.3,0.7,malignant,malignant
2,4,0,577,1,0,benign,benign
2,4,0,392,1,0,benign,benign
2,4,0,159,0,1,malignant,malignant
2,4,0,148,0.6,0.4,benign,benign
2,4,0,45,1,0,benign,benign
2,4,0,268,0,1,malignant,malignant
2,4,0,116,0.9,0.1,benign,benign
2,4,0,579,1,0,benign,benign
2,4,0,85,0.1,0.9,malignant,malignant
2,4,0,118,1,0,benign,benign
2,4,0,346,0.9,0.1,benign,benign
2,4,0,122,0,1,malignant,malignant
2,4,0,534,1,0,benign,benign
2,4,0,327,1,0,benign,benign
2,4,0,353,0.1,0.9,malignant,malignant
2,4,0,448,1,0,benign,benign
2,4,0,480,1,0,benign,benign
2,4,0,18,0,1,malignant,malignant
2,4,0,539,0.9,0.1,benign,benign
2,4,0,509,1,0,benign,benign
2,4,0,698,0.1,0.9,malignant,malignant
2,4,1,662,1,0,benign,benign
2,4,1,384,1,0,benign,benign
2,4,1,270,0,1,malignant,malignant
2,4,1,61,1,0,benign,benign
2,4,1,407,1,0,benign,benign
2,4,1,223,0,1,malignant,malignant
2,4,1,172,1,0,benign,benign
2,4,1,584,0.9,0.1,benign,benign
2,4,1,146,0.1,0.9,malignant,malignant
2,4,1,199,1,0,benign,benign
2,4,1,687,1,0,benign,benign
2,4,1,514,0.2,0.8,malignant,malignant
2,4,1,150,1,0,benign,benign
2,4,1,299,0.5,0.5,benign,malignant
2,4,1,370,0.9,0.1,benign,benign
2,4,1,217,1,0,benign,benign
2,4,1,263,0,1,malignant,malignant
2,4,1,573,1,0,benign,benign
2,4,1,341,1,0,benign,benign
2,4,1,400,0,1,malignant,malignant
2,4,1,615,1,0,benign,benign
2,4,1,484,1,0,benign,benign
2,4,1,238,0,1,malignant,malignant
2,4,1,563,1,0,benign,benign
2,4,1,398,1,0,benign,benign
2,4,1,571,0,1,malignant,malignant
2,4,1,394,0.9,0.1,benign,benign
2,4,1,481,1,0,benign,benign
2,4,1,493,0,1,malignant,malignant
2,4,1,82,1,0,benign,benign
2,4,1,244,1,0,benign,benign
2,4,1,264,0,1,malignant,malignant
2,4,1,257,1,0,benign,benign
2,4,1,463,1,0,benign,benign
2,4,1,574,0,1,malignant,malignant
2,4,1,532,1,0,benign,benign
2,4,1,372,1,0,benign,benign
2,4,1,491,0,1,malignant,malignant
2,4,1,437,1,0,benign,benign
2,4,1,185,1,0,benign,benign
2,4,1,60,0.1,0.9,malignant,malignant
2,4,1,469,1,0,benign,benign
2,4,1,160,0,1,malignant,malignant
2,4,1,129,0.8,0.2,benign,benign
2,4,1,631,1,0,benign,benign
2,4,1,323,0.1,0.9,malignant,malignant
2,4,1,442,1,0,benign,benign
2,4,1,587,1,0,benign,benign
2,4,1,39,0.1,0.9,malignant,malignant
2,4,1,577,1,0,benign,benign
2,4,1,392,1,0,benign,benign
2,4,1,159,0,1,malignant,malignant
2,4,1,148,0.6,0.4,benign,benign
2,4,1,45,1,0,benign,benign
2,4,1,268,0,1,malignant,malignant
2,4,1,116,0.6,0.4,benign,benign
2,4,1,579,1,0,benign,benign
2,4,1,85,0,1,malignant,malignant
2,4,1,118,1,0,benign,benign
2,4,1,346,0.9,0.1,benign,benign
2,4,1,122,0,1,malignant,malignant
2,4,1,534,1,0,benign,benign
2,4,1,327,1,0,benign,benign
2,4,1,353,0,1,malignant,malignant
2,4,1,448,1,0,benign,benign
2,4,1,480,1,0,benign,benign
2,4,1,18,0,1,malignant,malignant
2,4,1,539,0.9,0.1,benign,benign
2,4,1,509,1,0,benign,benign
2,4,1,698,0,1,malignant,malignant
2,4,2,662,1,0,benign,benign
2,4,2,384,1,0,benign,benign
2,4,2,270,0,1,malignant,malignant
2,4,2,61,1,0,benign,benign
2,4,2,407,1,0,benign,benign
2,4,2,223,0,1,malignant,malignant
2,4,2,172,1,0,benign,benign
2,4,2,584,1,0,benign,benign
2,4,2,146,0.043939,0.956061,malignant,malignant
2,4,2,199,1,0,benign,benign
2,4,2,687,0.9,0.1,benign,benign
2,4,2,514,0.225904,0.774096,malignant,malignant
2,4,2,150,1,0,benign,benign
2,4,2,299,0.6,0.4,benign,malignant
2,4,2,370,1,0,benign,benign
2,4,2,217,1,0,benign,benign
2,4,2,263,0.1,0.9,malignant,malignant
2,4,2,573,1,0,benign,benign
2,4,2,341,1,0,benign,benign
2,4,2,400,0,1,malignant,malignant
2,4,2,615,1,0,benign,benign
2,4,2,484,1,0,benign,benign
2,4,2,238,0,1,malignant,malignant
2,4,2,563,1,0,benign,benign
2,4,2,398,1,0,benign,benign
2,4,2,571,0,1,malignant,malignant
2,4,2,394,1,0,benign,benign
2,4,2,481,1,0,benign,benign
2,4,2,493,0.225904,0.774096,malignant,malignant
2,4,2,82,1,0,benign,benign
2,4,2,244,1,0,benign,benign
2,4,2,264,0,1,malignant,malignant
2,4,2,257,1,0,benign,benign
2,4,2,463,1,0,benign,benign
2,4,2,574,0.166667,0.833333,malignant,malignant
2,4,2,532,1,0,benign,benign
2,4,2,372,1,0,benign,benign
2,4,2,491,0.1,0.9,malignant,malignant
2,4,2,437,1,0,benign,benign
2,4,2,185,1,0,benign,benign
2,4,2,60,0.043939,0.956061,malignant,malignant
2,4,2,469,1,0,benign,benign
2,4,2,160,0,1,malignant,malignant
2,4,2,129,1,0,benign,benign
2,4,2,631,1,0,benign,benign
2,4,2,323,0.269843,0.730157,malignant,malignant
2,4,2,442,1,0,benign,benign
2,4,2,587,1,0,benign,benign
2,4,2,39,0.043939,0.956061,malignant,malignant
2,4,2,577,1,0,benign,benign
2,4,2,392,1,0,benign,benign
2,4,2,159,0,1,malignant,malignant
2,4,2,148,0.9,0.1,benign,benign
2,4,2,45,1,0,benign,benign
2,4,2,268,0,1,malignant,malignant
2,4,2,116,0.7,0.3,benign,benign
2,4,2,579,1,0,benign,benign
2,4,2,85,0.043939,0.956061,malignant,malignant
2,4,2,118,1,0,benign,benign
2,4,2,346,0.8,0.2,benign,benign
2,4,2,122,0,1,malignant,malignant
2,4,2,534,1,0,benign,benign
2,4,2,327,1,0,benign,benign
2,4,2,353,0.225904,0.774096,malignant,malignant
2,4,2,448,1,0,benign,benign
2,4,2,480,1,0,benign,benign
2,4,2,18,0,1,malignant,malignant
2,4,2,539,1,0,benign,benign
2,4,2,509,1,0,benign,benign
2,4,2,698,0,1,malignant,malignant
2,4,3,662,1,0,benign,benign
2,4,3,384,1,0,benign,benign
2,4,3,270,0,1,malignant,malignant
2,4,3,61,1,0,benign,benign
2,4,3,407,1,0,benign,benign
2,4,3,223,0,1,malignant,malignant
2,4,3,172,1,0,benign,benign
2,4,3,584,1,0,benign,benign
2,4,3,146,0.2,0.8,malignant,malignant
2,4,3,199,1,0,benign,benign
2,4,3,687,1,0,benign,benign
2,4,3,514,0.3,0.7,malignant,malignant
2,4,3,150,1,0,benign,benign
2,4,3,299,0.1,0.9,malignant,malignant
2,4,3,370,1,0,benign,benign
2,4,3,217,1,0,benign,benign
2,4,3,263,0.1,0.9,malignant,malignant
2,4,3,573,1,0,benign,benign
2,4,3,341,1,0,benign,benign
2,4,3,400,0,1,malignant,malignant
2,4,3,615,1,0,benign,benign
2,4,3,484,1,0,benign,benign
2,4,3,238,0,1,malignant,malignant
2,4,3,563,1,0,benign,benign
2,4,3,398,1,0,benign,benign
2,4,3,571,0.1,0.9,malignant,malignant
2,4,3,394,1,0,benign,benign
2,4,3,481,1,0,benign,benign
2,4,3,493,0,1,malignant,malignant
2,4,3,82,1,0,benign,benign
2,4,3,244,1,0,benign,benign
2,4,3,264,0,1,malignant,malignant
2,4,3,257,1,0,benign,benign
2,4,3,463,1,0,benign,benign
2,4,3,574,0.1,0.9,malignant,malignant
2,4,3,532,1,0,benign,benign
2,4,3,372,1,0,benign,benign
2,4,3,491,0,1,malignant,malignant
2,4,3,437,1,0,benign,benign
2,4,3,185,1,0,benign,benign
2,4,3,60,0.14,0.86,malignant,malignant
2,4,3,469,1,0,benign,benign
2,4,3,160,0,1,malignant,malignant
2,4,3,129,0.9,0.1,benign,benign
2,4,3,631,1,0,benign,benign
2,4,3,323,0.2,0.8,malignant,malignant
2,4,3,442,0.9,0.1,benign,benign
2,4,3,587,1,0,benign,benign
2,4,3,39,0.3,0.7,malignant,malignant
2,4,3,577,1,0,benign,benign
2,4,3,392,1,0,benign,benign
2,4,3,159,0,1,malignant,malignant
2,4,3,148,0.9,0.1,benign,benign
2,4,3,45,1,0,benign,benign
2,4,3,268,0,1,malignant,malignant
2,4,3,116,0.8,0.2,benign,benign
2,4,3,579,1,0,benign,benign
2,4,3,85,0.2,0.8,malignant,malignant
2,4,3,118,1,0,benign,benign
2,4,3,346,1,0,benign,benign
2,4,3,122,0,1,malignant,malignant
2,4,3,534,1,0,benign,benign
2,4,3,327,1,0,benign,benign
2,4,3,353,0.1,0.9,malignant,malignant
2,4,3,448,1,0,benign,benign
2,4,3,480,1,0,benign,benign
2,4,3,18,0,1,malignant,malignant
2,4,3,539,1,0,benign,benign
2,4,3,509,1,0,benign,benign
2,4,3,698,0,1,malignant,malignant
2,4,4,662,1,0,benign,benign
2,4,4,384,1,0,benign,benign
2,4,4,270,0.1,0.9,malignant,malignant
2,4,4,61,1,0,benign,benign
2,4,4,407,1,0,benign,benign
2,4,4,223,0,1,malignant,malignant
2,4,4,172,1,0,benign,benign
2,4,4,584,1,0,benign,benign
2,4,4,146,0.3,0.7,malignant,malignant
2,4,4,199,1,0,benign,benign
2,4,4,687,0.8,0.2,benign,benign
2,4,4,514,0.2,0.8,malignant,malignant
2,4,4,150,1,0,benign,benign
2,4,4,299,0.5,0.5,benign,malignant
2,4,4,370,0.8,0.2,benign,benign
2,4,4,217,1,0,benign,benign
2,4,4,263,0.1,0.9,malignant,malignant
2,4,4,573,1,0,benign,benign
2,4,4,341,1,0,benign,benign
2,4,4,400,0,1,malignant,malignant
2,4,4,615,1,0,benign,benign
2,4,4,484,1,0,benign,benign
2,4,4,238,0,1,malignant,malignant
2,4,4,563,1,0,benign,benign
2,4,4,398,1,0,benign,benign
2,4,4,571,0,1,malignant,malignant
2,4,4,394,1,0,benign,benign
2,4,4,481,0.9,0.1,benign,benign
2,4,4,493,0,1,malignant,malignant
2,4,4,82,1,0,benign,benign
2,4,4,244,1,0,benign,benign
2,4,4,264,0.1,0.9,malignant,malignant
2,4,4,257,1,0,benign,benign
2,4,4,463,1,0,benign,benign
2,4,4,574,0,1,malignant,malignant
2,4,4,532,1,0,benign,benign
2,4,4,372,1,0,benign,benign
2,4,4,491,0,1,malignant,malignant
2,4,4,437,1,0,benign,benign
2,4,4,185,1,0,benign,benign
2,4,4,60,0.3,0.7,malignant,malignant
2,4,4,469,1,0,benign,benign
2,4,4,160,0.1,0.9,malignant,malignant
2,4,4,129,0.9,0.1,benign,benign
2,4,4,631,1,0,benign,benign
2,4,4,323,0.1,0.9,malignant,malignant
2,4,4,442,1,0,benign,benign
2,4,4,587,1,0,benign,benign
2,4,4,39,0.5,0.5,benign,malignant
2,4,4,577,1,0,benign,benign
2,4,4,392,1,0,benign,benign
2,4,4,159,0,1,malignant,malignant
2,4,4,148,0.9,0.1,benign,benign
2,4,4,45,1,0,benign,benign
2,4,4,268,0,1,malignant,malignant
2,4,4,116,0.4,0.6,malignant,benign
2,4,4,579,1,0,benign,benign
2,4,4,85,0,1,malignant,malignant
2,4,4,118,1,0,benign,benign
2,4,4,346,0.8,0.2,benign,benign
2,4,4,122,0,1,malignant,malignant
2,4,4,534,1,0,benign,benign
2,4,4,327,1,0,benign,benign
2,4,4,353,0.1,0.9,malignant,malignant
2,4,4,448,1,0,benign,benign
2,4,4,480,1,0,benign,benign
2,4,4,18,0,1,malignant,malignant
2,4,4,539,0.9,0.1,benign,benign
2,4,4,509,1,0,benign,benign
2,4,4,698,0,1,malignant,malignant
2,4,5,662,1,0,benign,benign
2,4,5,384,1,0,benign,benign
2,4,5,270,0,1,malignant,malignant
2,4,5,61,1,0,benign,benign
2,4,5,407,1,0,benign,benign
2,4,5,223,0.1,0.9,malignant,malignant
2,4,5,172,1,0,benign,benign
2,4,5,584,1,0,benign,benign
2,4,5,146,0.541446,0.458554,benign,malignant
2,4,5,199,1,0,benign,benign
2,4,5,687,1,0,benign,benign
2,4,5,514,0.1,0.9,malignant,malignant
2,4,5,150,1,0,benign,benign
2,4,5,299,0.5,0.5,benign,malignant
2,4,5,370,1,0,benign,benign
2,4,5,217,1,0,benign,benign
2,4,5,263,0,1,malignant,malignant
2,4,5,573,1,0,benign,benign
2,4,5,341,1,0,benign,benign
2,4,5,400,0.041446,0.958554,malignant,malignant
2,4,5,615,1,0,benign,benign
2,4,5,484,1,0,benign,benign
2,4,5,238,0,1,malignant,malignant
2,4,5,563,1,0,benign,benign
2,4,5,398,1,0,benign,benign
2,4,5,571,0,1,malignant,malignant
2,4,5,394,1,0,benign,benign
2,4,5,481,1,0,benign,benign
2,4,5,493,0.041446,0.958554,malignant,malignant
2,4,5,82,1,0,benign,benign
2,4,5,244,1,0,benign,benign
2,4,5,264,0,1,malignant,malignant
2,4,5,257,1,0,benign,benign
2,4,5,463,1,0,benign,benign
2,4,5,574,0,1,malignant,malignant
2,4,5,532,1,0,benign,benign
2,4,5,372,1,0,benign,benign
2,4,5,491,0,1,malignant,malignant
2,4,5,437,1,0,benign,benign
2,4,5,185,1,0,benign,benign
2,4,5,60,0.4,0.6,malignant,malignant
2,4,5,469,1,0,benign,benign
2,4,5,160,0,1,malignant,malignant
2,4,5,129,0.8,0.2,benign,benign
2,4,5,631,1,0,benign,benign
2,4,5,323,0,1,malignant,malignant
2,4,5,442,0.8,0.2,benign,benign
2,4,5,587,1,0,benign,benign
2,4,5,39,0.341446,0.658554,malignant,malignant
2,4,5,577,1,0,benign,benign
2,4,5,392,1,0,benign,benign
2,4,5,159,0,1,malignant,malignant
2,4,5,148,0.9,0.1,benign,benign
2,4,5,45,1,0,benign,benign
2,4,5,268,0,1,malignant,malignant
2,4,5,116,0.5,0.5,benign,benign
2,4,5,579,1,0,benign,benign
2,4,5,85,0.3,0.7,malignant,malignant
2,4,5,118,1,0,benign,benign
2,4,5,346,1,0,benign,benign
2,4,5,122,0,1,malignant,malignant
2,4,5,534,1,0,benign,benign
2,4,5,327,1,0,benign,benign
2,4,5,353,0.141446,0.858554,malignant,malignant
2,4,5,448,1,0,benign,benign
2,4,5,480,1,0,benign,benign
2,4,5,18,0,1,malignant,malignant
2,4,5,539,1,0,benign,benign
2,4,5,509,1,0,benign,benign
2,4,5,698,0.1,0.9,malignant,malignant
2,4,6,662,1,0,benign,benign
2,4,6,384,1,0,benign,benign
2,4,6,270,0,1,malignant,malignant
2,4,6,61,1,0,benign,benign
2,4,6,407,1,0,benign,benign
2,4,6,223,0.1,0.9,malignant,malignant
2,4,6,172,1,0,benign,benign
2,4,6,584,1,0,benign,benign
2,4,6,146,0.4,0.6,malignant,malignant
2,4,6,199,1,0,benign,benign
2,4,6,687,1,0,benign,benign
2,4,6,514,0.3,0.7,malignant,malignant
2,4,6,150,1,0,benign,benign
2,4,6,299,0.5,0.5,benign,malignant
2,4,6,370,0.9,0.1,benign,benign
2,4,6,217,1,0,benign,benign
2,4,6,263,0,1,malignant,malignant
2,4,6,573,1,0,benign,benign
2,4,6,341,1,0,benign,benign
2,4,6,400,0,1,malignant,malignant
2,4,6,615,1,0,benign,benign
2,4,6,484,1,0,benign,benign
2,4,6,238,0,1,malignant,malignant
2,4,6,563,1,0,benign,benign
2,4,6,398,1,0,benign,benign
2,4,6,571,0,1,malignant,malignant
2,4,6,394,1,0,benign,benign
2,4,6,481,0.9,0.1,benign,benign
2,4,6,493,0,1,malignant,malignant
2,4,6,82,1,0,benign,benign
2,4,6,244,1,0,benign,benign
2,4,6,264,0,1,malignant,malignant
2,4,6,257,1,0,benign,benign
2,4,6,463,1,0,benign,benign
2,4,6,574,0.2,0.8,malignant,malignant
2,4,6,532,1,0,benign,benign
2,4,6,372,1,0,benign,benign
2,4,6,491,0,1,malignant,malignant
2,4,6,437,1,0,benign,benign
2,4,6,185,1,0,benign,benign
2,4,6,60,0.1,0.9,malignant,malignant
2,4,6,469,1,0,benign,benign
2,4,6,160,0,1,malignant,malignant
2,4,6,129,1,0,benign,benign
2,4,6,631,1,0,benign,benign
2,4,6,323,0,1,malignant,malignant
2,4,6,442,0.9,0.1,benign,benign
2,4,6,587,1,0,benign,benign
2,4,6,39,0.3,0.7,malignant,malignant
2,4,6,577,1,0,benign,benign
2,4,6,392,1,0,benign,benign
2,4,6,159,0,1,malignant,malignant
2,4,6,148,0.9,0.1,benign,benign
2,4,6,45,1,0,benign,benign
2,4,6,268,0,1,malignant,malignant
2,4,6,116,0.5,0.5,benign,benign
2,4,6,579,1,0,benign,benign
2,4,6,85,0.4,0.6,malignant,malignant
2,4,6,118,1,0,benign,benign
2,4,6,346,1,0,benign,benign
2,4,6,122,0,1,malignant,malignant
2,4,6,534,1,0,benign,benign
2,4,6,327,1,0,benign,benign
2,4,6,353,0,1,malignant,malignant
2,4,6,448,1,0,benign,benign
2,4,6,480,1,0,benign,benign
2,4,6,18,0,1,malignant,malignant
2,4,6,539,1,0,benign,benign
2,4,6,509,1,0,benign,benign
2,4,6,698,0.1,0.9,malignant,malignant
2,4,7,662,1,0,benign,benign
2,4,7,384,1,0,benign,benign
2,4,7,270,0,1,malignant,malignant
2,4,7,61,1,0,benign,benign
2,4,7,407,1,0,benign,benign
2,4,7,223,0,1,malignant,malignant
2,4,7,172,1,0,benign,benign
2,4,7,584,1,0,benign,benign
2,4,7,146,0.8,0.2,benign,malignant
2,4,7,199,1,0,benign,benign
2,4,7,687,1,0,benign,benign
2,4,7,514,0,1,malignant,malignant
2,4,7,150,1,0,benign,benign
2,4,7,299,0.1,0.9,malignant,malignant
2,4,7,370,1,0,benign,benign
2,4,7,217,1,0,benign,benign
2,4,7,263,0.1,0.9,malignant,malignant
2,4,7,573,1,0,benign,benign
2,4,7,341,1,0,benign,benign
2,4,7,400,0,1,malignant,malignant
2,4,7,615,1,0,benign,benign
2,4,7,484,1,0,benign,benign
2,4,7,238,0,1,malignant,malignant
2,4,7,563,1,0,benign,benign
2,4,7,398,1,0,benign,benign
2,4,7,571,0,1,malignant,malignant
2,4,7,394,1,0,benign,benign
2,4,7,481,0.9,0.1,benign,benign
2,4,7,493,0,1,malignant,malignant
2,4,7,82,1,0,benign,benign
2,4,7,244,1,0,benign,benign
2,4,7,264,0,1,malignant,malignant
2,4,7,257,1,0,benign,benign
2,4,7,463,1,0,benign,benign
2,4,7,574,0,1,malignant,malignant
2,4,7,532,1,0,benign,benign
2,4,7,372,1,0,benign,benign
2,4,7,491,0,1,malignant,malignant
2,4,7,437,1,0,benign,benign
2,4,7,185,1,0,benign,benign
2,4,7,60,0.6,0.4,benign,malignant
2,4,7,469,1,0,benign,benign
2,4,7,160,0,1,malignant,malignant
2,4,7,129,1,0,benign,benign
2,4,7,631,1,0,benign,benign
2,4,7,323,0.1,0.9,malignant,malignant
2,4,7,442,1,0,benign,benign
2,4,7,587,1,0,benign,benign
2,4,7,39,0.4,0.6,malignant,malignant
2,4,7,577,1,0,benign,benign
2,4,7,392,1,0,benign,benign
2,4,7,159,0,1,malignant,malignant
2,4,7,148,0.9,0.1,benign,benign
2,4,7,45,1,0,benign,benign
2,4,7,268,0,1,malignant,malignant
2,4,7,116,0.2,0.8,malignant,benign
2,4,7,579,1,0,benign,benign
2,4,7,85,0,1,malignant,malignant
2,4,7,118,1,0,benign,benign
2,4,7,346,1,0,benign,benign
2,4,7,122,0,1,malignant,malignant
2,4,7,534,1,0,benign,benign
2,4,7,327,1,0,benign,benign
2,4,7,353,0,1,malignant,malignant
2,4,7,448,1,0,benign,benign
2,4,7,480,1,0,benign,benign
2,4,7,18,0,1,malignant,malignant
2,4,7,539,1,0,benign,benign
2,4,7,509,1,0,benign,benign
2,4,7,698,0.022222,0.977778,malignant,malignant
2,5,0,248,0.8,0.2,benign,benign
2,5,0,104,0,1,malignant,malignant
2,5,0,0,1,0,benign,benign
2,5,0,415,0.9,0.1,benign,benign
2,5,0,457,0,1,malignant,malignant
2,5,0,429,1,0,benign,benign
2,5,0,121,1,0,benign,benign
2,5,0,99,0,1,malignant,malignant
2,5,0,652,1,0,benign,benign
2,5,0,462,0.9,0.1,benign,benign
2,5,0,25,0.5,0.5,benign,malignant
2,5,0,176,1,0,benign,benign
2,5,0,678,1,0,benign,benign
2,5,0,15,0.1,0.9,malignant,malignant
2,5,0,629,1,0,benign,benign
2,5,0,232,0.1,0.9,malignant,benign
2,5,0,349,0.4,0.6,malignant,malignant
2,5,0,601,1,0,benign,benign
2,5,0,527,1,0,benign,benign
2,5,0,44,0,1,malignant,malignant
2,5,0,685,1,0,benign,benign
2,5,0,464,1,0,benign,benign
2,5,0,546,0,1,malignant,malignant
2,5,0,417,1,0,benign,benign
2,5,0,471,0.9,0.1,benign,benign
2,5,0,328,0.3,0.7,malignant,malignant
2,5,0,675,0.9,0.1,benign,benign
2,5,0,277,1,0,benign,benign
2,5,0,42,0,1,malignant,malignant
2,5,0,343,1,0,benign,benign
2,5,0,522,0,1,malignant,malignant
2,5,0,655,1,0,benign,benign
2,5,0,401,1,0,benign,benign
2,5,0,421,0,1,malignant,malignant
2,5,0,249,0.994737,0.005263,benign,benign
2,5,0,114,1,0,benign,benign
2,5,0,213,0,1,malignant,malignant
2,5,0,677,1,0,benign,benign
2,5,0,161,1,0,benign,benign
2,5,0,316,0.1,0.9,malignant,malignant
2,5,0,296,0.3,0.7,malignant,benign
2,5,0,66,1,0,benign,benign
2,5,0,483,0,1,malignant,malignant
2,5,0,170,1,0,benign,benign
2,5,0,628,1,0,benign,benign
2,5,0,124,0,1,malignant,malignant
2,5,0,513,1,0,benign,benign
2,5,0,472,0.9,0.1,benign,benign
2,5,0,237,0,1,malignant,malignant
2,5,0,389,1,0,benign,benign
2,5,0,477,1,0,benign,benign
2,5,0,320,0.1,0.9,malignant,malignant
2,5,0,503,1,0,benign,benign
2,5,0,474,1,0,benign,benign
2,5,0,467,0,1,malignant,malignant
2,5,0,30,1,0,benign,benign
2,5,0,307,1,0,benign,benign
2,5,0,515,0,1,malignant,malignant
2,5,0,616,1,0,benign,benign
2,5,0,308,0,1,malignant,malignant
2,5,0,461,0.9,0.1,benign,benign
2,5,0,77,1,0,benign,benign
2,5,0,339,0,1,malignant,malignant
2,5,0,198,1,0,benign,benign
2,5,0,445,1,0,benign,benign
2,5,0,414,0,1,malignant,malignant
2,5,0,404,1,0,benign,benign
2,5,0,516,1,0,benign,benign
2,5,0,103,0.4,0.6,malignant,malignant
2,5,0,494,0.9,0.1,benign,benign
2,5,1,248,1,0,benign,benign
2,5,1,104,0,1,malignant,malignant
2,5,1,0,1,0,benign,benign
2,5,1,415,0.9,0.1,benign,benign
2,5,1,457,0,1,malignant,malignant
2,5,1,429,1,0,benign,benign
2,5,1,121,1,0,benign,benign
2,5,1,99,0,1,malignant,malignant
2,5,1,652,1,0,benign,benign
2,5,1,462,0.9,0.1,benign,benign
2,5,1,25,0.7,0.3,benign,malignant
2,5,1,176,1,0,benign,benign
2,5,1,678,1,0,benign,benign
2,5,1,15,0,1,malignant,malignant
2,5,1,629,1,0,benign,benign
2,5,1,232,0,1,malignant,benign
2,5,1,349,0.5,0.5,benign,malignant
2,5,1,601,1,0,benign,benign
2,5,1,527,1,0,benign,benign
2,5,1,44,0,1,malignant,malignant
2,5,1,685,1,0,benign,benign
2,5,1,464,1,0,benign,benign
2,5,1,546,0.1,0.9,malignant,malignant
2,5,1,417,1,0,benign,benign
2,5,1,471,0.9,0.1,benign,benign
2,5,1,328,0.2,0.8,malignant,malignant
2,5,1,675,0.7,0.3,benign,benign
2,5,1,277,1,0,benign,benign
2,5,1,42,0.1,0.9,malignant,malignant
2,5,1,343,1,0,benign,benign
2,5,1,522,0,1,malignant,malignant
2,5,1,655,1,0,benign,benign
2,5,1,401,1,0,benign,benign
2,5,1,421,0,1,malignant,malignant
2,5,1,249,0.974118,0.025882,benign,benign
2,5,1,114,0.9,0.1,benign,benign
2,5,1,213,0,1,malignant,malignant
2,5,1,677,1,0,benign,benign
2,5,1,161,1,0,benign,benign
2,5,1,316,0.1,0.9,malignant,malignant
2,5,1,296,0.3,0.7,malignant,benign
2,5,1,66,1,0,benign,benign
2,5,1,483,0,1,malignant,malignant
2,5,1,170,1,0,benign,benign
2,5,1,628,1,0,benign,benign
2,5,1,124,0,1,malignant,malignant
2,5,1,513,1,0,benign,benign
2,5,1,472,0.9,0.1,benign,benign
2,5,1,237,0,1,malignant,malignant
2,5,1,389,0.9,0.1,benign,benign
2,5,1,477,1,0,benign,benign
2,5,1,320,0.2,0.8,malignant,malignant
2,5,1,503,1,0,benign,benign
2,5,1,474,1,0,benign,benign
2,5,1,467,0.4,0.6,malignant,malignant
2,5,1,30,1,0,benign,benign
2,5,1,307,1,0,benign,benign
2,5,1,515,0.1,0.9,malignant,malignant
2,5,1,616,1,0,benign,benign
2,5,1,308,0,1,malignant,malignant
2,5,1,461,1,0,benign,benign
2,5,1,77,1,0,benign,benign
2,5,1,339,0,1,malignant,malignant
2,5,1,198,1,0,benign,benign
2,5,1,445,1,0,benign,benign
2,5,1,414,0.1,0.9,malignant,malignant
2,5,1,404,1,0,benign,benign
2,5,1,516,1,0,benign,benign
2,5,1,103,0.2,0.8,malignant,malignant
2,5,1,494,0.9,0.1,benign,benign
2,5,2,248,0.9,0.1,benign,benign
2,5,2,104,0.266667,0.733333,malignant,malignant
2,5,2,0,1,0,benign,benign
2,5,2,415,0.443939,0.556061,malignant,benign
2,5,2,457,0,1,malignant,malignant
2,5,2,429,1,0,benign,benign
2,5,2,121,0.9,0.1,benign,benign
2,5,2,99,0.1,0.9,malignant,malignant
2,5,2,652,1,0,benign,benign
2,5,2,462,1,0,benign,benign
2,5,2,25,0.2,0.8,malignant,malignant
2,5,2,176,1,0,benign,benign
2,5,2,678,1,0,benign,benign
2,5,2,15,0.266667,0.733333,malignant,malignant
2,5,2,629,1,0,benign,benign
2,5,2,232,0.266667,0.733333,malignant,benign
2,5,2,349,0.1,0.9,malignant,malignant
2,5,2,601,1,0,benign,benign
2,5,2,527,1,0,benign,benign
2,5,2,44,0.166667,0.833333,malignant,malignant
2,5,2,685,1,0,benign,benign
2,5,2,464,1,0,benign,benign
2,5,2,546,0.225904,0.774096,malignant,malignant
2,5,2,417,1,0,benign,benign
2,5,2,471,1,0,benign,benign
2,5,2,328,0,1,malignant,malignant
2,5,2,675,1,0,benign,benign
2,5,2,277,1,0,benign,benign
2,5,2,42,0.1,0.9,malignant,malignant
2,5,2,343,1,0,benign,benign
2,5,2,522,0,1,malignant,malignant
2,5,2,655,1,0,benign,benign
2,5,2,401,1,0,benign,benign
2,5,2,421,0,1,malignant,malignant
2,5,2,249,0.965041,0.034959,benign,benign
2,5,2,114,0.543939,0.456061,benign,benign
2,5,2,213,0.1,0.9,malignant,malignant
2,5,2,677,1,0,benign,benign
2,5,2,161,1,0,benign,benign
2,5,2,316,0.043939,0.956061,malignant,malignant
2,5,2,296,0.043939,0.956061,malignant,benign
2,5,2,66,1,0,benign,benign
2,5,2,483,0,1,malignant,malignant
2,5,2,170,1,0,benign,benign
2,5,2,628,1,0,benign,benign
2,5,2,124,0.043939,0.956061,malignant,malignant
2,5,2,513,1,0,benign,benign
2,5,2,472,1,0,benign,benign
2,5,2,237,0.066667,0.933333,malignant,malignant
2,5,2,389,1,0,benign,benign
2,5,2,477,1,0,benign,benign
2,5,2,320,0,1,malignant,malignant
2,5,2,503,1,0,benign,benign
2,5,2,474,1,0,benign,benign
2,5,2,467,0.043939,0.956061,malignant,malignant
2,5,2,30,1,0,benign,benign
2,5,2,307,1,0,benign,benign
2,5,2,515,0.043939,0.956061,malignant,malignant
2,5,2,616,1,0,benign,benign
2,5,2,308,0,1,malignant,malignant
2,5,2,461,0.9,0.1,benign,benign
2,5,2,77,1,0,benign,benign
2,5,2,339,0,1,malignant,malignant
2,5,2,198,1,0,benign,benign
2,5,2,445,1,0,benign,benign
2,5,2,414,0,1,malignant,malignant
2,5,2,404,1,0,benign,benign
2,5,2,516,1,0,benign,benign
2,5,2,103,0.1,0.9,malignant,malignant
2,5,2,494,0.750904,0.249096,benign,benign
2,5,3,248,1,0,benign,benign
2,5,3,104,0.3,0.7,malignant,malignant
2,5,3,0,1,0,benign,benign
2,5,3,415,0.7,0.3,benign,benign
2,5,3,457,0,1,malignant,malignant
2,5,3,429,1,0,benign,benign
2,5,3,121,1,0,benign,benign
2,5,3,99,0.3,0.7,malignant,malignant
2,5,3,652,1,0,benign,benign
2,5,3,462,1,0,benign,benign
2,5,3,25,0.4,0.6,malignant,malignant
2,5,3,176,1,0,benign,benign
2,5,3,678,1,0,benign,benign
2,5,3,15,0.2,0.8,malignant,malignant
2,5,3,629,1,0,benign,benign
2,5,3,232,0.2,0.8,malignant,benign
2,5,3,349,0.2096,0.7904,malignant,malignant
2,5,3,601,1,0,benign,benign
2,5,3,527,1,0,benign,benign
2,5,3,44,0.2,0.8,malignant,malignant
2,5,3,685,1,0,benign,benign
2,5,3,464,1,0,benign,benign
2,5,3,546,0.1,0.9,malignant,malignant
2,5,3,417,1,0,benign,benign
2,5,3,471,1,0,benign,benign
2,5,3,328,0.3,0.7,malignant,malignant
2,5,3,675,1,0,benign,benign
2,5,3,277,1,0,benign,benign
2,5,3,42,0.1,0.9,malignant,malignant
2,5,3,343,1,0,benign,benign
2,5,3,522,0,1,malignant,malignant
2,5,3,655,1,0,benign,benign
2,5,3,401,1,0,benign,benign
2,5,3,421,0,1,malignant,malignant
2,5,3,249,0.992417,0.007583,benign,benign
2,5,3,114,1,0,benign,benign
2,5,3,213,0.1,0.9,malignant,malignant
2,5,3,677,1,0,benign,benign
2,5,3,161,1,0,benign,benign
2,5,3,316,0,1,malignant,malignant
2,5,3,296,0.1,0.9,malignant,benign
2,5,3,66,1,0,benign,benign
2,5,3,483,0,1,malignant,malignant
2,5,3,170,1,0,benign,benign
2,5,3,628,1,0,benign,benign
2,5,3,124,0.1,0.9,malignant,malignant
2,5,3,513,1,0,benign,benign
2,5,3,472,1,0,benign,benign
2,5,3,237,0,1,malignant,malignant
2,5,3,389,1,0,benign,benign
2,5,3,477,1,0,benign,benign
2,5,3,320,0,1,malignant,malignant
2,5,3,503,1,0,benign,benign
2,5,3,474,1,0,benign,benign
2,5,3,467,0,1,malignant,malignant
2,5,3,30,1,0,benign,benign
2,5,3,307,1,0,benign,benign
2,5,3,515,0,1,malignant,malignant
2,5,3,616,1,0,benign,benign
2,5,3,308,0,1,malignant,malignant
2,5,3,461,1,0,benign,benign
2,5,3,77,1,0,benign,benign
2,5,3,339,0,1,malignant,malignant
2,5,3,198,1,0,benign,benign
2,5,3,445,1,0,benign,benign
2,5,3,414,0,1,malignant,malignant
2,5,3,404,1,0,benign,benign
2,5,3,516,1,0,benign,benign
2,5,3,103,0.4,0.6,malignant,malignant
2,5,3,494,0.5,0.5,malignant,benign
2,5,4,248,0.8,0.2,benign,benign
2,5,4,104,0.2,0.8,malignant,malignant
2,5,4,0,1,0,benign,benign
2,5,4,415,0.8,0.2,benign,benign
2,5,4,457,0,1,malignant,malignant
2,5,4,429,1,0,benign,benign
2,5,4,121,1,0,benign,benign
2,5,4,99,0,1,malignant,malignant
2,5,4,652,1,0,benign,benign
2,5,4,462,0.9,0.1,benign,benign
2,5,4,25,0.2,0.8,malignant,malignant
2,5,4,176,1,0,benign,benign
2,5,4,678,1,0,benign,benign
2,5,4,15,0.4,0.6,malignant,malignant
2,5,4,629,1,0,benign,benign
2,5,4,232,0.3,0.7,malignant,benign
2,5,4,349,0.4,0.6,malignant,malignant
2,5,4,601,1,0,benign,benign
2,5,4,527,1,0,benign,benign
2,5,4,44,0.1,0.9,malignant,malignant
2,5,4,685,1,0,benign,benign
2,5,4,464,1,0,benign,benign
2,5,4,546,0,1,malignant,malignant
2,5,4,417,1,0,benign,benign
2,5,4,471,0.9,0.1,benign,benign
2,5,4,328,0.1,0.9,malignant,malignant
2,5,4,675,1,0,benign,benign
2,5,4,277,1,0,benign,benign
2,5,4,42,0,1,malignant,malignant
2,5,4,343,1,0,benign,benign
2,5,4,522,0.2,0.8,malignant,malignant
2,5,4,655,1,0,benign,benign
2,5,4,401,1,0,benign,benign
2,5,4,421,0,1,malignant,malignant
2,5,4,249,0.999187,0.000813,benign,benign
2,5,4,114,0.8,0.2,benign,benign
2,5,4,213,0,1,malignant,malignant
2,5,4,677,1,0,benign,benign
2,5,4,161,1,0,benign,benign
2,5,4,316,0,1,malignant,malignant
2,5,4,296,0.2,0.8,malignant,benign
2,5,4,66,1,0,benign,benign
2,5,4,483,0,1,malignant,malignant
2,5,4,170,1,0,benign,benign
2,5,4,628,1,0,benign,benign
2,5,4,124,0.3,0.7,malignant,malignant
2,5,4,513,1,0,benign,benign
2,5,4,472,0.9,0.1,benign,benign
2,5,4,237,0.2,0.8,malignant,malignant
2,5,4,389,0.9,0.1,benign,benign
2,5,4,477,1,0,benign,benign
2,5,4,320,0.1,0.9,malignant,malignant
2,5,4,503,1,0,benign,benign
2,5,4,474,1,0,benign,benign
2,5,4,467,0.1,0.9,malignant,malignant
2,5,4,30,1,0,benign,benign
2,5,4,307,1,0,benign,benign
2,5,4,515,0.1,0.9,malignant,malignant
2,5,4,616,1,0,benign,benign
2,5,4,308,0,1,malignant,malignant
2,5,4,461,1,0,benign,benign
2,5,4,77,1,0,benign,benign
2,5,4,339,0,1,malignant,malignant
2,5,4,198,1,0,benign,benign
2,5,4,445,1,0,benign,benign
2,5,4,414,0,1,malignant,malignant
2,5,4,404,1,0,benign,benign
2,5,4,516,1,0,benign,benign
2,5,4,103,0.5,0.5,benign,malignant
2,5,4,494,0.3,0.7,malignant,benign
2,5,5,248,1,0,benign,benign
2,5,5,104,0.1,0.9,malignant,malignant
2,5,5,0,1,0,benign,benign
2,5,5,415,0.6,0.4,benign,benign
2,5,5,457,0,1,malignant,malignant
2,5,5,429,1,0,benign,benign
2,5,5,121,1,0,benign,benign
2,5,5,99,0.061364,0.938636,malignant,malignant
2,5,5,652,1,0,benign,benign
2,5,5,462,1,0,benign,benign
2,5,5,25,0.2,0.8,malignant,malignant
2,5,5,176,1,0,benign,benign
2,5,5,678,1,0,benign,benign
2,5,5,15,0.6,0.4,benign,malignant
2,5,5,629,1,0,benign,benign
2,5,5,232,0.3,0.7,malignant,benign
2,5,5,349,0.2,0.8,malignant,malignant
2,5,5,601,1,0,benign,benign
2,5,5,527,1,0,benign,benign
2,5,5,44,0,1,malignant,malignant
2,5,5,685,1,0,benign,benign
2,5,5,464,1,0,benign,benign
2,5,5,546,0,1,malignant,malignant
2,5,5,417,1,0,benign,benign
2,5,5,471,1,0,benign,benign
2,5,5,328,0.2,0.8,malignant,malignant
2,5,5,675,1,0,benign,benign
2,5,5,277,1,0,benign,benign
2,5,5,42,0,1,malignant,malignant
2,5,5,343,1,0,benign,benign
2,5,5,522,0.2,0.8,malignant,malignant
2,5,5,655,1,0,benign,benign
2,5,5,401,1,0,benign,benign
2,5,5,421,0,1,malignant,malignant
2,5,5,249,0.998182,0.001818,benign,benign
2,5,5,114,0.9,0.1,benign,benign
2,5,5,213,0,1,malignant,malignant
2,5,5,677,1,0,benign,benign
2,5,5,161,1,0,benign,benign
2,5,5,316,0,1,malignant,malignant
2,5,5,296,0.4,0.6,malignant,benign
2,5,5,66,1,0,benign,benign
2,5,5,483,0.1,0.9,malignant,malignant
2,5,5,170,1,0,benign,benign
2,5,5,628,1,0,benign,benign
2,5,5,124,0.4,0.6,malignant,malignant
2,5,5,513,1,0,benign,benign
2,5,5,472,1,0,benign,benign
2,5,5,237,0,1,malignant,malignant
2,5,5,389,1,0,benign,benign
2,5,5,477,1,0,benign,benign
2,5,5,320,0,1,malignant,malignant
2,5,5,503,1,0,benign,benign
2,5,5,474,1,0,benign,benign
2,5,5,467,0.3,0.7,malignant,malignant
2,5,5,30,1,0,benign,benign
2,5,5,307,1,0,benign,benign
2,5,5,515,0.2,0.8,malignant,malignant
2,5,5,616,1,0,benign,benign
2,5,5,308,0,1,malignant,malignant
2,5,5,461,1,0,benign,benign
2,5,5,77,1,0,benign,benign
2,5,5,339,0.2,0.8,malignant,malignant
2,5,5,198,1,0,benign,benign
2,5,5,445,1,0,benign,benign
2,5,5,414,0,1,malignant,malignant
2,5,5,404,1,0,benign,benign
2,5,5,516,1,0,benign,benign
2,5,5,103,0.2,0.8,malignant,malignant
2,5,5,494,0.103636,0.896364,malignant,benign
2,5,6,248,1,0,benign,benign
2,5,6,104,0,1,malignant,malignant
2,5,6,0,1,0,benign,benign
2,5,6,415,0.7,0.3,benign,benign
2,5,6,457,0,1,malignant,malignant
2,5,6,429,1,0,benign,benign
2,5,6,121,1,0,benign,benign
2,5,6,99,0.1,0.9,malignant,malignant
2,5,6,652,1,0,benign,benign
2,5,6,462,1,0,benign,benign
2,5,6,25,0.314026,0.685974,malignant,malignant
2,5,6,176,1,0,benign,benign
2,5,6,678,1,0,benign,benign
2,5,6,15,0.2,0.8,malignant,malignant
2,5,6,629,1,0,benign,benign
2,5,6,232,0.2,0.8,malignant,benign
2,5,6,349,0.3,0.7,malignant,malignant
2,5,6,601,1,0,benign,benign
2,5,6,527,1,0,benign,benign
2,5,6,44,0,1,malignant,malignant
2,5,6,685,1,0,benign,benign
2,5,6,464,1,0,benign,benign
2,5,6,546,0,1,malignant,malignant
2,5,6,417,1,0,benign,benign
2,5,6,471,1,0,benign,benign
2,5,6,328,0,1,malignant,malignant
2,5,6,675,1,0,benign,benign
2,5,6,277,1,0,benign,benign
2,5,6,42,0.1,0.9,malignant,malignant
2,5,6,343,1,0,benign,benign
2,5,6,522,0,1,malignant,malignant
2,5,6,655,1,0,benign,benign
2,5,6,401,1,0,benign,benign
2,5,6,421,0,1,malignant,malignant
2,5,6,249,0.995325,0.004675,benign,benign
2,5,6,114,0.9,0.1,benign,benign
2,5,6,213,0,1,malignant,malignant
2,5,6,677,1,0,benign,benign
2,5,6,161,1,0,benign,benign
2,5,6,316,0.115866,0.884134,malignant,malignant
2,5,6,296,0.3,0.7,malignant,benign
2,5,6,66,1,0,benign,benign
2,5,6,483,0,1,malignant,malignant
2,5,6,170,1,0,benign,benign
2,5,6,628,1,0,benign,benign
2,5,6,124,0.3,0.7,malignant,malignant
2,5,6,513,1,0,benign,benign
2,5,6,472,1,0,benign,benign
2,5,6,237,0,1,malignant,malignant
2,5,6,389,1,0,benign,benign
2,5,6,477,1,0,benign,benign
2,5,6,320,0,1,malignant,malignant
2,5,6,503,1,0,benign,benign
2,5,6,474,1,0,benign,benign
2,5,6,467,0.3,0.7,malignant,malignant
2,5,6,30,1,0,benign,benign
2,5,6,307,1,0,benign,benign
2,5,6,515,0.2,0.8,malignant,malignant
2,5,6,616,1,0,benign,benign
2,5,6,308,0,1,malignant,malignant
2,5,6,461,1,0,benign,benign
2,5,6,77,1,0,benign,benign
2,5,6,339,0,1,malignant,malignant
2,5,6,198,1,0,benign,benign
2,5,6,445,1,0,benign,benign
2,5,6,414,0,1,malignant,malignant
2,5,6,404,1,0,benign,benign
2,5,6,516,1,0,benign,benign
2,5,6,103,0.3,0.7,malignant,malignant
2,5,6,494,0.4,0.6,malignant,benign
2,5,7,248,1,0,benign,benign
2,5,7,104,0,1,malignant,malignant
2,5,7,0,1,0,benign,benign
2,5,7,415,0.4,0.6,malignant,benign
2,5,7,457,0,1,malignant,malignant
2,5,7,429,1,0,benign,benign
2,5,7,121,1,0,benign,benign
2,5,7,99,0,1,malignant,malignant
2,5,7,652,1,0,benign,benign
2,5,7,462,1,0,benign,benign
2,5,7,25,0.518384,0.481616,benign,malignant
2,5,7,176,1,0,benign,benign
2,5,7,678,1,0,benign,benign
2,5,7,15,0.3,0.7,malignant,malignant
2,5,7,629,1,0,benign,benign
2,5,7,232,0.2,0.8,malignant,benign
2,5,7,349,0.2,0.8,malignant,malignant
2,5,7,601,1,0,benign,benign
2,5,7,527,1,0,benign,benign
2,5,7,44,0,1,malignant,malignant
2,5,7,685,1,0,benign,benign
2,5,7,464,1,0,benign,benign
2,5,7,546,0,1,malignant,malignant
2,5,7,417,1,0,benign,benign
2,5,7,471,1,0,benign,benign
2,5,7,328,0.1,0.9,malignant,malignant
2,5,7,675,1,0,benign,benign
2,5,7,277,1,0,benign,benign
2,5,7,42,0,1,malignant,malignant
2,5,7,343,1,0,benign,benign
2,5,7,522,0.1,0.9,malignant,malignant
2,5,7,655,1,0,benign,benign
2,5,7,401,1,0,benign,benign
2,5,7,421,0,1,malignant,malignant
2,5,7,249,0.998514,0.001486,benign,benign
2,5,7,114,0.9,0.1,benign,benign
2,5,7,213,0,1,malignant,malignant
2,5,7,677,1,0,benign,benign
2,5,7,161,1,0,benign,benign
2,5,7,316,0.1,0.9,malignant,malignant
2,5,7,296,0.4,0.6,malignant,benign
2,5,7,66,1,0,benign,benign
2,5,7,483,0,1,malignant,malignant
2,5,7,170,1,0,benign,benign
2,5,7,628,1,0,benign,benign
2,5,7,124,0.1,0.9,malignant,malignant
2,5,7,513,1,0,benign,benign
2,5,7,472,1,0,benign,benign
2,5,7,237,0,1,malignant,malignant
2,5,7,389,1,0,benign,benign
2,5,7,477,1,0,benign,benign
2,5,7,320,0,1,malignant,malignant
2,5,7,503,1,0,benign,benign
2,5,7,474,1,0,benign,benign
2,5,7,467,0.2,0.8,malignant,malignant
2,5,7,30,1,0,benign,benign
2,5,7,307,1,0,benign,benign
2,5,7,515,0.1,0.9,malignant,malignant
2,5,7,616,1,0,benign,benign
2,5,7,308,0,1,malignant,malignant
2,5,7,461,1,0,benign,benign
2,5,7,77,1,0,benign,benign
2,5,7,339,0,1,malignant,malignant
2,5,7,198,1,0,benign,benign
2,5,7,445,1,0,benign,benign
2,5,7,414,0,1,malignant,malignant
2,5,7,404,1,0,benign,benign
2,5,7,516,1,0,benign,benign
2,5,7,103,0.5,0.5,malignant,malignant
2,5,7,494,0.702778,0.297222,benign,benign
2,6,0,92,1,0,benign,benign
2,6,0,12,0.7,0.3,benign,malignant
2,6,0,17,1,0,benign,benign
2,6,0,351,1,0,benign,benign
2,6,0,435,0,1,malignant,malignant
2,6,0,6,1,0,benign,benign
2,6,0,418,1,0,benign,benign
2,6,0,636,0,1,malignant,malignant
2,6,0,24,1,0,benign,benign
2,6,0,619,1,0,benign,benign
2,6,0,49,0,1,malignant,malignant
2,6,0,382,1,0,benign,benign
2,6,0,450,1,0,benign,benign
2,6,0,549,0.2,0.8,malignant,malignant
2,6,0,517,1,0,benign,benign
2,6,0,287,1,0,benign,benign
2,6,0,456,0,1,malignant,malignant
2,6,0,423,1,0,benign,benign
2,6,0,23,0.072881,0.927119,malignant,malignant
2,6,0,656,1,0,benign,benign
2,6,0,131,1,0,benign,benign
2,6,0,581,0,1,malignant,malignant
2,6,0,83,0.8,0.2,benign,benign
2,6,0,647,1,0,benign,benign
2,6,0,697,0.1,0.9,malignant,malignant
2,6,0,641,1,0,benign,benign
2,6,0,387,1,0,benign,benign
2,6,0,283,0,1,malignant,malignant
2,6,0,88,1,0,benign,benign
2,6,0,572,1,0,benign,benign
2,6,0,36,0,1,malignant,malignant
2,6,0,560,1,0,benign,benign
2,6,0,19,0.9,0.1,benign,benign
2,6,0,336,0,1,malignant,malignant
2,6,0,228,1,0,benign,benign
2,6,0,507,1,0,benign,benign
2,6,0,111,0.1,0.9,malignant,malignant
2,6,0,666,1,0,benign,benign
2,6,0,78,1,0,benign,benign
2,6,0,348,0.3,0.7,malignant,malignant
2,6,0,209,1,0,benign,benign
2,6,0,599,0.9,0.1,benign,benign
2,6,0,416,0,1,malignant,malignant
2,6,0,478,1,0,benign,benign
2,6,0,602,1,0,benign,benign
2,6,0,128,0.3,0.7,malignant,malignant
2,6,0,47,1,0,benign,benign
2,6,0,488,0.3,0.7,malignant,malignant
2,6,0,324,1,0,benign,benign
2,6,0,639,1,0,benign,benign
2,6,0,427,0,1,malignant,malignant
2,6,0,141,1,0,benign,benign
2,6,0,298,0.8,0.2,benign,benign
2,6,0,530,0,1,malignant,malignant
2,6,0,545,1,0,benign,benign
2,6,0,347,0.9,0.1,benign,benign
2,6,0,288,0.6,0.4,benign,malignant
2,6,0,220,1,0,benign,benign
2,6,0,64,1,0,benign,benign
2,6,0,109,0,1,malignant,malignant
2,6,0,35,1,0,benign,benign
2,6,0,157,1,0,benign,benign
2,6,0,229,0,1,malignant,malignant
2,6,0,528,0.9,0.1,benign,benign
2,6,0,164,0.994737,0.005263,benign,benign
2,6,0,174,0,1,malignant,malignant
2,6,0,297,0.467618,0.532382,malignant,benign
2,6,0,120,1,0,benign,benign
2,6,0,184,0,1,malignant,malignant
2,6,0,94,1,0,benign,benign
2,6,1,92,1,0,benign,benign
2,6,1,12,0.7,0.3,benign,malignant
2,6,1,17,1,0,benign,benign
2,6,1,351,1,0,benign,benign
2,6,1,435,0,1,malignant,malignant
2,6,1,6,1,0,benign,benign
2,6,1,418,1,0,benign,benign
2,6,1,636,0,1,malignant,malignant
2,6,1,24,1,0,benign,benign
2,6,1,619,1,0,benign,benign
2,6,1,49,0,1,malignant,malignant
2,6,1,382,1,0,benign,benign
2,6,1,450,1,0,benign,benign
2,6,1,549,0.3,0.7,malignant,malignant
2,6,1,517,1,0,benign,benign
2,6,1,287,1,0,benign,benign
2,6,1,456,0.1,0.9,malignant,malignant
2,6,1,423,1,0,benign,benign
2,6,1,23,0,1,malignant,malignant
2,6,1,656,1,0,benign,benign
2,6,1,131,1,0,benign,benign
2,6,1,581,0,1,malignant,malignant
2,6,1,83,1,0,benign,benign
2,6,1,647,1,0,benign,benign
2,6,1,697,0.2,0.8,malignant,malignant
2,6,1,641,1,0,benign,benign
2,6,1,387,0.6,0.4,benign,benign
2,6,1,283,0,1,malignant,malignant
2,6,1,88,1,0,benign,benign
2,6,1,572,1,0,benign,benign
2,6,1,36,0,1,malignant,malignant
2,6,1,560,1,0,benign,benign
2,6,1,19,0.9,0.1,benign,benign
2,6,1,336,0.2,0.8,malignant,malignant
2,6,1,228,1,0,benign,benign
2,6,1,507,1,0,benign,benign
2,6,1,111,0,1,malignant,malignant
2,6,1,666,1,0,benign,benign
2,6,1,78,1,0,benign,benign
2,6,1,348,0.2,0.8,malignant,malignant
2,6,1,209,1,0,benign,benign
2,6,1,599,0.6,0.4,benign,benign
2,6,1,416,0,1,malignant,malignant
2,6,1,478,1,0,benign,benign
2,6,1,602,1,0,benign,benign
2,6,1,128,0.2,0.8,malignant,malignant
2,6,1,47,1,0,benign,benign
2,6,1,488,0.2,0.8,malignant,malignant
2,6,1,324,1,0,benign,benign
2,6,1,639,1,0,benign,benign
2,6,1,427,0,1,malignant,malignant
2,6,1,141,1,0,benign,benign
2,6,1,298,0.8,0.2,benign,benign
2,6,1,530,0,1,malignant,malignant
2,6,1,545,1,0,benign,benign
2,6,1,347,1,0,benign,benign
2,6,1,288,0.7,0.3,benign,malignant
2,6,1,220,1,0,benign,benign
2,6,1,64,1,0,benign,benign
2,6,1,109,0.3,0.7,malignant,malignant
2,6,1,35,1,0,benign,benign
2,6,1,157,1,0,benign,benign
2,6,1,229,0,1,malignant,malignant
2,6,1,528,0.9,0.1,benign,benign
2,6,1,164,0.974118,0.025882,benign,benign
2,6,1,174,0,1,malignant,malignant
2,6,1,297,0.474118,0.525882,malignant,benign
2,6,1,120,1,0,benign,benign
2,6,1,184,0,1,malignant,malignant
2,6,1,94,1,0,benign,benign
2,6,2,92,1,0,benign,benign
2,6,2,12,0.143939,0.856061,malignant,malignant
2,6,2,17,1,0,benign,benign
2,6,2,351,1,0,benign,benign
2,6,2,435,0.1,0.9,malignant,malignant
2,6,2,6,1,0,benign,benign
2,6,2,418,0.9,0.1,benign,benign
2,6,2,636,0.166667,0.833333,malignant,malignant
2,6,2,24,1,0,benign,benign
2,6,2,619,1,0,benign,benign
2,6,2,49,0,1,malignant,malignant
2,6,2,382,1,0,benign,benign
2,6,2,450,1,0,benign,benign
2,6,2,549,0,1,malignant,malignant
2,6,2,517,1,0,benign,benign
2,6,2,287,1,0,benign,benign
2,6,2,456,0,1,malignant,malignant
2,6,2,423,1,0,benign,benign
2,6,2,23,0.120943,0.879057,malignant,malignant
2,6,2,656,1,0,benign,benign
2,6,2,131,1,0,benign,benign
2,6,2,581,0,1,malignant,malignant
2,6,2,83,1,0,benign,benign
2,6,2,647,1,0,benign,benign
2,6,2,697,0.043939,0.956061,malignant,malignant
2,6,2,641,1,0,benign,benign
2,6,2,387,1,0,benign,benign
2,6,2,283,0,1,malignant,malignant
2,6,2,88,1,0,benign,benign
2,6,2,572,1,0,benign,benign
2,6,2,36,0.166667,0.833333,malignant,malignant
2,6,2,560,1,0,benign,benign
2,6,2,19,1,0,benign,benign
2,6,2,336,0.043939,0.956061,malignant,malignant
2,6,2,228,1,0,benign,benign
2,6,2,507,1,0,benign,benign
2,6,2,111,0,1,malignant,malignant
2,6,2,666,1,0,benign,benign
2,6,2,78,0.9,0.1,benign,benign
2,6,2,348,0.4,0.6,malignant,malignant
2,6,2,209,1,0,benign,benign
2,6,2,599,0.9,0.1,benign,benign
2,6,2,416,0,1,malignant,malignant
2,6,2,478,1,0,benign,benign
2,6,2,602,1,0,benign,benign
2,6,2,128,0.325,0.675,malignant,malignant
2,6,2,47,1,0,benign,benign
2,6,2,488,0.169843,0.830157,malignant,malignant
2,6,2,324,1,0,benign,benign
2,6,2,639,1,0,benign,benign
2,6,2,427,0.066667,0.933333,malignant,malignant
2,6,2,141,1,0,benign,benign
2,6,2,298,0.8,0.2,benign,benign
2,6,2,530,0,1,malignant,malignant
2,6,2,545,1,0,benign,benign
2,6,2,347,0.9,0.1,benign,benign
2,6,2,288,0.5,0.5,benign,malignant
2,6,2,220,1,0,benign,benign
2,6,2,64,1,0,benign,benign
2,6,2,109,0.043939,0.956061,malignant,malignant
2,6,2,35,1,0,benign,benign
2,6,2,157,1,0,benign,benign
2,6,2,229,0,1,malignant,malignant
2,6,2,528,1,0,benign,benign
2,6,2,164,0.965041,0.034959,benign,benign
2,6,2,174,0.1,0.9,malignant,malignant
2,6,2,297,0.211667,0.788333,malignant,benign
2,6,2,120,1,0,benign,benign
2,6,2,184,0,1,malignant,malignant
2,6,2,94,1,0,benign,benign
2,6,3,92,1,0,benign,benign
2,6,3,12,0.6,0.4,benign,malignant
2,6,3,17,1,0,benign,benign
2,6,3,351,1,0,benign,benign
2,6,3,435,0,1,malignant,malignant
2,6,3,6,0.9096,0.0904,benign,benign
2,6,3,418,0.9,0.1,benign,benign
2,6,3,636,0.2,0.8,malignant,malignant
2,6,3,24,1,0,benign,benign
2,6,3,619,1,0,benign,benign
2,6,3,49,0,1,malignant,malignant
2,6,3,382,1,0,benign,benign
2,6,3,450,1,0,benign,benign
2,6,3,549,0.2,0.8,malignant,malignant
2,6,3,517,1,0,benign,benign
2,6,3,287,1,0,benign,benign
2,6,3,456,0,1,malignant,malignant
2,6,3,423,1,0,benign,benign
2,6,3,23,0.086204,0.913796,malignant,malignant
2,6,3,656,1,0,benign,benign
2,6,3,131,1,0,benign,benign
2,6,3,581,0,1,malignant,malignant
2,6,3,83,1,0,benign,benign
2,6,3,647,1,0,benign,benign
2,6,3,697,0.04,0.96,malignant,malignant
2,6,3,641,1,0,benign,benign
2,6,3,387,1,0,benign,benign
2,6,3,283,0,1,malignant,malignant
2,6,3,88,1,0,benign,benign
2,6,3,572,1,0,benign,benign
2,6,3,36,0.2,0.8,malignant,malignant
2,6,3,560,1,0,benign,benign
2,6,3,19,1,0,benign,benign
2,6,3,336,0,1,malignant,malignant
2,6,3,228,1,0,benign,benign
2,6,3,507,1,0,benign,benign
2,6,3,111,0,1,malignant,malignant
2,6,3,666,0.9,0.1,benign,benign
2,6,3,78,1,0,benign,benign
2,6,3,348,0.24,0.76,malignant,malignant
2,6,3,209,1,0,benign,benign
2,6,3,599,1,0,benign,benign
2,6,3,416,0,1,malignant,malignant
2,6,3,478,1,0,benign,benign
2,6,3,602,1,0,benign,benign
2,6,3,128,0,1,malignant,malignant
2,6,3,47,1,0,benign,benign
2,6,3,488,0.14,0.86,malignant,malignant
2,6,3,324,1,0,benign,benign
2,6,3,639,1,0,benign,benign
2,6,3,427,0,1,malignant,malignant
2,6,3,141,1,0,benign,benign
2,6,3,298,0.8,0.2,benign,benign
2,6,3,530,0,1,malignant,malignant
2,6,3,545,1,0,benign,benign
2,6,3,347,1,0,benign,benign
2,6,3,288,0.5,0.5,benign,malignant
2,6,3,220,1,0,benign,benign
2,6,3,64,1,0,benign,benign
2,6,3,109,0.1,0.9,malignant,malignant
2,6,3,35,1,0,benign,benign
2,6,3,157,1,0,benign,benign
2,6,3,229,0,1,malignant,malignant
2,6,3,528,1,0,benign,benign
2,6,3,164,0.933709,0.066291,benign,benign
2,6,3,174,0,1,malignant,malignant
2,6,3,297,0.580498,0.419502,benign,benign
2,6,3,120,1,0,benign,benign
2,6,3,184,0,1,malignant,malignant
2,6,3,94,1,0,benign,benign
2,6,4,92,1,0,benign,benign
2,6,4,12,0.7,0.3,benign,malignant
2,6,4,17,1,0,benign,benign
2,6,4,351,1,0,benign,benign
2,6,4,435,0,1,malignant,malignant
2,6,4,6,0.9,0.1,benign,benign
2,6,4,418,1,0,benign,benign
2,6,4,636,0.2,0.8,malignant,malignant
2,6,4,24,1,0,benign,benign
2,6,4,619,1,0,benign,benign
2,6,4,49,0.2,0.8,malignant,malignant
2,6,4,382,1,0,benign,benign
2,6,4,450,1,0,benign,benign
2,6,4,549,0.1,0.9,malignant,malignant
2,6,4,517,1,0,benign,benign
2,6,4,287,1,0,benign,benign
2,6,4,456,0.2,0.8,malignant,malignant
2,6,4,423,1,0,benign,benign
2,6,4,23,0.050952,0.949048,malignant,malignant
2,6,4,656,1,0,benign,benign
2,6,4,131,1,0,benign,benign
2,6,4,581,0.2,0.8,malignant,malignant
2,6,4,83,1,0,benign,benign
2,6,4,647,1,0,benign,benign
2,6,4,697,0,1,malignant,malignant
2,6,4,641,1,0,benign,benign
2,6,4,387,0.8,0.2,benign,benign
2,6,4,283,0,1,malignant,malignant
2,6,4,88,1,0,benign,benign
2,6,4,572,1,0,benign,benign
2,6,4,36,0.2,0.8,malignant,malignant
2,6,4,560,1,0,benign,benign
2,6,4,19,0.9,0.1,benign,benign
2,6,4,336,0.1,0.9,malignant,malignant
2,6,4,228,1,0,benign,benign
2,6,4,507,1,0,benign,benign
2,6,4,111,0.1,0.9,malignant,malignant
2,6,4,666,1,0,benign,benign
2,6,4,78,1,0,benign,benign
2,6,4,348,1,0,benign,malignant
2,6,4,209,1,0,benign,benign
2,6,4,599,1,0,benign,benign
2,6,4,416,0,1,malignant,malignant
2,6,4,478,1,0,benign,benign
2,6,4,602,1,0,benign,benign
2,6,4,128,0.3,0.7,malignant,malignant
2,6,4,47,1,0,benign,benign
2,6,4,488,0.4,0.6,malignant,malignant
2,6,4,324,1,0,benign,benign
2,6,4,639,1,0,benign,benign
2,6,4,427,0.014754,0.985246,malignant,malignant
2,6,4,141,1,0,benign,benign
2,6,4,298,0.5,0.5,benign,benign
2,6,4,530,0.1,0.9,malignant,malignant
2,6,4,545,1,0,benign,benign
2,6,4,347,0.8,0.2,benign,benign
2,6,4,288,0.6,0.4,benign,malignant
2,6,4,220,1,0,benign,benign
2,6,4,64,1,0,benign,benign
2,6,4,109,0.028571,0.971429,malignant,malignant
2,6,4,35,1,0,benign,benign
2,6,4,157,1,0,benign,benign
2,6,4,229,0,1,malignant,malignant
2,6,4,528,0.9,0.1,benign,benign
2,6,4,164,0.991929,0.008071,benign,benign
2,6,4,174,0,1,malignant,malignant
2,6,4,297,0.517485,0.482515,benign,benign
2,6,4,120,1,0,benign,benign
2,6,4,184,0,1,malignant,malignant
2,6,4,94,1,0,benign,benign
2,6,5,92,1,0,benign,benign
2,6,5,12,0.5,0.5,benign,malignant
2,6,5,17,1,0,benign,benign
2,6,5,351,1,0,benign,benign
2,6,5,435,0,1,malignant,malignant
2,6,5,6,0.607399,0.392601,benign,benign
2,6,5,418,0.9,0.1,benign,benign
2,6,5,636,0.2,0.8,malignant,malignant
2,6,5,24,1,0,benign,benign
2,6,5,619,1,0,benign,benign
2,6,5,49,0,1,malignant,malignant
2,6,5,382,1,0,benign,benign
2,6,5,450,1,0,benign,benign
2,6,5,549,0,1,malignant,malignant
2,6,5,517,1,0,benign,benign
2,6,5,287,1,0,benign,benign
2,6,5,456,0.1,0.9,malignant,malignant
2,6,5,423,1,0,benign,benign
2,6,5,23,0.353241,0.646759,malignant,malignant
2,6,5,656,1,0,benign,benign
2,6,5,131,1,0,benign,benign
2,6,5,581,0,1,malignant,malignant
2,6,5,83,1,0,benign,benign
2,6,5,647,1,0,benign,benign
2,6,5,697,0,1,malignant,malignant
2,6,5,641,1,0,benign,benign
2,6,5,387,1,0,benign,benign
2,6,5,283,0,1,malignant,malignant
2,6,5,88,1,0,benign,benign
2,6,5,572,1,0,benign,benign
2,6,5,36,0.3,0.7,malignant,malignant
2,6,5,560,1,0,benign,benign
2,6,5,19,1,0,benign,benign
2,6,5,336,0.1,0.9,malignant,malignant
2,6,5,228,1,0,benign,benign
2,6,5,507,1,0,benign,benign
2,6,5,111,0.3,0.7,malignant,malignant
2,6,5,666,0.9,0.1,benign,benign
2,6,5,78,0.9,0.1,benign,benign
2,6,5,348,0.9,0.1,benign,malignant
2,6,5,209,1,0,benign,benign
2,6,5,599,1,0,benign,benign
2,6,5,416,0,1,malignant,malignant
2,6,5,478,1,0,benign,benign
2,6,5,602,1,0,benign,benign
2,6,5,128,0,1,malignant,malignant
2,6,5,47,1,0,benign,benign
2,6,5,488,0.442997,0.557003,malignant,malignant
2,6,5,324,1,0,benign,benign
2,6,5,639,1,0,benign,benign
2,6,5,427,0.1,0.9,malignant,malignant
2,6,5,141,1,0,benign,benign
2,6,5,298,0.9,0.1,benign,benign
2,6,5,530,0.2,0.8,malignant,malignant
2,6,5,545,1,0,benign,benign
2,6,5,347,1,0,benign,benign
2,6,5,288,0.9,0.1,benign,malignant
2,6,5,220,1,0,benign,benign
2,6,5,64,1,0,benign,benign
2,6,5,109,0,1,malignant,malignant
2,6,5,35,1,0,benign,benign
2,6,5,157,1,0,benign,benign
2,6,5,229,0,1,malignant,malignant
2,6,5,528,1,0,benign,benign
2,6,5,164,0.925674,0.074326,benign,benign
2,6,5,174,0.1,0.9,malignant,malignant
2,6,5,297,0.585792,0.414208,benign,benign
2,6,5,120,1,0,benign,benign
2,6,5,184,0,1,malignant,malignant
2,6,5,94,1,0,benign,benign
2,6,6,92,1,0,benign,benign
2,6,6,12,0.6,0.4,benign,malignant
2,6,6,17,1,0,benign,benign
2,6,6,351,1,0,benign,benign
2,6,6,435,0.1,0.9,malignant,malignant
2,6,6,6,1,0,benign,benign
2,6,6,418,1,0,benign,benign
2,6,6,636,0.1,0.9,malignant,malignant
2,6,6,24,1,0,benign,benign
2,6,6,619,1,0,benign,benign
2,6,6,49,0.2,0.8,malignant,malignant
2,6,6,382,1,0,benign,benign
2,6,6,450,0.9,0.1,benign,benign
2,6,6,549,0.1,0.9,malignant,malignant
2,6,6,517,1,0,benign,benign
2,6,6,287,1,0,benign,benign
2,6,6,456,0,1,malignant,malignant
2,6,6,423,1,0,benign,benign
2,6,6,23,0.278792,0.721208,malignant,malignant
2,6,6,656,1,0,benign,benign
2,6,6,131,1,0,benign,benign
2,6,6,581,0,1,malignant,malignant
2,6,6,83,1,0,benign,benign
2,6,6,647,1,0,benign,benign
2,6,6,697,0.1,0.9,malignant,malignant
2,6,6,641,1,0,benign,benign
2,6,6,387,1,0,benign,benign
2,6,6,283,0.1,0.9,malignant,malignant
2,6,6,88,1,0,benign,benign
2,6,6,572,1,0,benign,benign
2,6,6,36,0,1,malignant,malignant
2,6,6,560,1,0,benign,benign
2,6,6,19,1,0,benign,benign
2,6,6,336,0.044444,0.955556,malignant,malignant
2,6,6,228,1,0,benign,benign
2,6,6,507,1,0,benign,benign
2,6,6,111,0,1,malignant,malignant
2,6,6,666,1,0,benign,benign
2,6,6,78,1,0,benign,benign
2,6,6,348,0.3,0.7,malignant,malignant
2,6,6,209,1,0,benign,benign
2,6,6,599,1,0,benign,benign
2,6,6,416,0,1,malignant,malignant
2,6,6,478,1,0,benign,benign
2,6,6,602,1,0,benign,benign
2,6,6,128,0.1,0.9,malignant,malignant
2,6,6,47,1,0,benign,benign
2,6,6,488,0.6,0.4,benign,malignant
2,6,6,324,1,0,benign,benign
2,6,6,639,1,0,benign,benign
2,6,6,427,0,1,malignant,malignant
2,6,6,141,1,0,benign,benign
2,6,6,298,0.9,0.1,benign,benign
2,6,6,530,0.1,0.9,malignant,malignant
2,6,6,545,1,0,benign,benign
2,6,6,347,1,0,benign,benign
2,6,6,288,0.5,0.5,benign,malignant
2,6,6,220,1,0,benign,benign
2,6,6,64,1,0,benign,benign
2,6,6,109,0.030056,0.969944,malignant,malignant
2,6,6,35,1,0,benign,benign
2,6,6,157,1,0,benign,benign
2,6,6,229,0,1,malignant,malignant
2,6,6,528,1,0,benign,benign
2,6,6,164,0.960098,0.039902,benign,benign
2,6,6,174,0,1,malignant,malignant
2,6,6,297,0.593142,0.406858,benign,benign
2,6,6,120,1,0,benign,benign
2,6,6,184,0,1,malignant,malignant
2,6,6,94,1,0,benign,benign
2,6,7,92,1,0,benign,benign
2,6,7,12,0.5,0.5,benign,malignant
2,6,7,17,1,0,benign,benign
2,6,7,351,1,0,benign,benign
2,6,7,435,0.067925,0.932075,malignant,malignant
2,6,7,6,0.808087,0.191913,benign,benign
2,6,7,418,0.9,0.1,benign,benign
2,6,7,636,0,1,malignant,malignant
2,6,7,24,1,0,benign,benign
2,6,7,619,1,0,benign,benign
2,6,7,49,0,1,malignant,malignant
2,6,7,382,1,0,benign,benign
2,6,7,450,0.9,0.1,benign,benign
2,6,7,549,0,1,malignant,malignant
2,6,7,517,1,0,benign,benign
2,6,7,287,1,0,benign,benign
2,6,7,456,0.2,0.8,malignant,malignant
2,6,7,423,1,0,benign,benign
2,6,7,23,0.114679,0.885321,malignant,malignant
2,6,7,656,1,0,benign,benign
2,6,7,131,1,0,benign,benign
2,6,7,581,0,1,malignant,malignant
2,6,7,83,0.9,0.1,benign,benign
2,6,7,647,1,0,benign,benign
2,6,7,697,0.4,0.6,malignant,malignant
2,6,7,641,1,0,benign,benign
2,6,7,387,0.8,0.2,benign,benign
2,6,7,283,0,1,malignant,malignant
2,6,7,88,1,0,benign,benign
2,6,7,572,1,0,benign,benign
2,6,7,36,0,1,malignant,malignant
2,6,7,560,1,0,benign,benign
2,6,7,19,1,0,benign,benign
2,6,7,336,0.4,0.6,malignant,malignant
2,6,7,228,1,0,benign,benign
2,6,7,507,1,0,benign,benign
2,6,7,111,0.3,0.7,malignant,malignant
2,6,7,666,0.9,0.1,benign,benign
2,6,7,78,1,0,benign,benign
2,6,7,348,0.3,0.7,malignant,malignant
2,6,7,209,1,0,benign,benign
2,6,7,599,1,0,benign,benign
2,6,7,416,0,1,malignant,malignant
2,6,7,478,1,0,benign,benign
2,6,7,602,1,0,benign,benign
2,6,7,128,0,1,malignant,malignant
2,6,7,47,1,0,benign,benign
2,6,7,488,0.5,0.5,benign,malignant
2,6,7,324,1,0,benign,benign
2,6,7,639,1,0,benign,benign
2,6,7,427,0,1,malignant,malignant
2,6,7,141,1,0,benign,benign
2,6,7,298,0.7,0.3,benign,benign
2,6,7,530,0.1,0.9,malignant,malignant
2,6,7,545,1,0,benign,benign
2,6,7,347,1,0,benign,benign
2,6,7,288,0.4,0.6,malignant,malignant
2,6,7,220,1,0,benign,benign
2,6,7,64,1,0,benign,benign
2,6,7,109,0.2,0.8,malignant,malignant
2,6,7,35,1,0,benign,benign
2,6,7,157,1,0,benign,benign
2,6,7,229,0,1,malignant,malignant
2,6,7,528,1,0,benign,benign
2,6,7,164,0.982077,0.017923,benign,benign
2,6,7,174,0,1,malignant,malignant
2,6,7,297,0.495814,0.504186,malignant,benign
2,6,7,120,1,0,benign,benign
2,6,7,184,0,1,malignant,malignant
2,6,7,94,1,0,benign,benign
2,7,0,564,1,0,benign,benign
2,7,0,152,0,1,malignant,malignant
2,7,0,306,1,0,benign,benign
2,7,0,133,1,0,benign,benign
2,7,0,425,0,1,malignant,malignant
2,7,0,533,1,0,benign,benign
2,7,0,626,0.1,0.9,malignant,malignant
2,7,0,408,1,0,benign,benign
2,7,0,378,1,0,benign,benign
2,7,0,167,0.3,0.7,malignant,malignant
2,7,0,618,1,0,benign,benign
2,7,0,290,1,0,benign,benign
2,7,0,21,0,1,malignant,malignant
2,7,0,411,1,0,benign,benign
2,7,0,434,0,1,malignant,benign
2,7,0,112,0.4,0.6,malignant,malignant
2,7,0,235,0.734737,0.265263,benign,benign
2,7,0,321,0.994737,0.005263,benign,benign
2,7,0,41,0.3,0.7,malignant,malignant
2,7,0,364,1,0,benign,benign
2,7,0,314,1,0,benign,benign
2,7,0,260,0,1,malignant,malignant
2,7,0,208,1,0,benign,benign
2,7,0,350,1,0,benign,benign
2,7,0,224,0,1,malignant,malignant
2,7,0,510,1,0,benign,benign
2,7,0,3,0.1,0.9,malignant,benign
2,7,0,648,0.1,0.9,malignant,malignant
2,7,0,422,0.9,0.1,benign,benign
2,7,0,274,1,0,benign,benign
2,7,0,586,0,1,malignant,malignant
2,7,0,663,1,0,benign,benign
2,7,0,134,1,0,benign,benign
2,7,0,293,0,1,malignant,malignant
2,7,0,374,1,0,benign,benign
2,7,0,14,0,1,malignant,malignant
2,7,0,143,1,0,benign,benign
2,7,0,593,1,0,benign,benign
2,7,0,106,0,1,malignant,malignant
2,7,0,301,1,0,benign,benign
2,7,0,303,1,0,benign,benign
2,7,0,68,0.2,0.8,malignant,malignant
2,7,0,278,1,0,benign,benign
2,7,0,508,1,0,benign,benign
2,7,0,74,0.3,0.7,malignant,malignant
2,7,0,441,1,0,benign,benign
2,7,0,9,1,0,benign,benign
2,7,0,440,0.1,0.9,malignant,malignant
2,7,0,22,1,0,benign,benign
2,7,0,171,1,0,benign,benign
2,7,0,487,0,1,malignant,malignant
2,7,0,502,1,0,benign,benign
2,7,0,110,0.9,0.1,benign,benign
2,7,0,215,0,1,malignant,malignant
2,7,0,548,1,0,benign,benign
2,7,0,473,1,0,benign,benign
2,7,0,221,0,1,malignant,malignant
2,7,0,108,0.9,0.1,benign,benign
2,7,0,496,1,0,benign,benign
2,7,0,304,0.3,0.7,malignant,malignant
2,7,0,342,1,0,benign,benign
2,7,0,252,0.5,0.5,benign,benign
2,7,0,231,0,1,malignant,malignant
2,7,0,535,1,0,benign,benign
2,7,0,205,0,1,malignant,malignant
2,7,0,294,1,0,benign,benign
2,7,0,119,1,0,benign,benign
2,7,0,190,0,1,malignant,malignant
2,7,0,613,1,0,benign,benign
2,7,0,362,0.9,0.1,benign,benign
2,7,1,564,1,0,benign,benign
2,7,1,152,0,1,malignant,malignant
2,7,1,306,1,0,benign,benign
2,7,1,133,1,0,benign,benign
2,7,1,425,0,1,malignant,malignant
2,7,1,533,1,0,benign,benign
2,7,1,626,0.3,0.7,malignant,malignant
2,7,1,408,0.9,0.1,benign,benign
2,7,1,378,1,0,benign,benign
2,7,1,167,0,1,malignant,malignant
2,7,1,618,1,0,benign,benign
2,7,1,290,1,0,benign,benign
2,7,1,21,0,1,malignant,malignant
2,7,1,411,1,0,benign,benign
2,7,1,434,0.1,0.9,malignant,benign
2,7,1,112,0.5,0.5,benign,malignant
2,7,1,235,0.6,0.4,benign,benign
2,7,1,321,0.974118,0.025882,benign,benign
2,7,1,41,0.3,0.7,malignant,malignant
2,7,1,364,1,0,benign,benign
2,7,1,314,1,0,benign,benign
2,7,1,260,0,1,malignant,malignant
2,7,1,208,1,0,benign,benign
2,7,1,350,1,0,benign,benign
2,7,1,224,0,1,malignant,malignant
2,7,1,510,1,0,benign,benign
2,7,1,3,0.1,0.9,malignant,benign
2,7,1,648,0,1,malignant,malignant
2,7,1,422,0.8,0.2,benign,benign
2,7,1,274,1,0,benign,benign
2,7,1,586,0,1,malignant,malignant
2,7,1,663,1,0,benign,benign
2,7,1,134,1,0,benign,benign
2,7,1,293,0.1,0.9,malignant,malignant
2,7,1,374,1,0,benign,benign
2,7,1,14,0,1,malignant,malignant
2,7,1,143,1,0,benign,benign
2,7,1,593,1,0,benign,benign
2,7,1,106,0,1,malignant,malignant
2,7,1,301,1,0,benign,benign
2,7,1,303,1,0,benign,benign
2,7,1,68,0,1,malignant,malignant
2,7,1,278,1,0,benign,benign
2,7,1,508,1,0,benign,benign
2,7,1,74,0,1,malignant,malignant
2,7,1,441,1,0,benign,benign
2,7,1,9,1,0,benign,benign
2,7,1,440,0.2,0.8,malignant,malignant
2,7,1,22,1,0,benign,benign
2,7,1,171,1,0,benign,benign
2,7,1,487,0,1,malignant,malignant
2,7,1,502,1,0,benign,benign
2,7,1,110,0.9,0.1,benign,benign
2,7,1,215,0,1,malignant,malignant
2,7,1,548,1,0,benign,benign
2,7,1,473,1,0,benign,benign
2,7,1,221,0,1,malignant,malignant
2,7,1,108,1,0,benign,benign
2,7,1,496,1,0,benign,benign
2,7,1,304,0,1,malignant,malignant
2,7,1,342,1,0,benign,benign
2,7,1,252,0.5,0.5,benign,benign
2,7,1,231,0.1,0.9,malignant,malignant
2,7,1,535,1,0,benign,benign
2,7,1,205,0,1,malignant,malignant
2,7,1,294,1,0,benign,benign
2,7,1,119,1,0,benign,benign
2,7,1,190,0,1,malignant,malignant
2,7,1,613,1,0,benign,benign
2,7,1,362,1,0,benign,benign
2,7,2,564,1,0,benign,benign
2,7,2,152,0,1,malignant,malignant
2,7,2,306,1,0,benign,benign
2,7,2,133,1,0,benign,benign
2,7,2,425,0.1,0.9,malignant,malignant
2,7,2,533,1,0,benign,benign
2,7,2,626,0.143939,0.856061,malignant,malignant
2,7,2,408,0.843939,0.156061,benign,benign
2,7,2,378,1,0,benign,benign
2,7,2,167,0.266667,0.733333,malignant,malignant
2,7,2,618,1,0,benign,benign
2,7,2,290,1,0,benign,benign
2,7,2,21,0,1,malignant,malignant
2,7,2,411,1,0,benign,benign
2,7,2,434,0,1,malignant,benign
2,7,2,112,0.1,0.9,malignant,malignant
2,7,2,235,0.770596,0.229404,benign,benign
2,7,2,321,0.965041,0.034959,benign,benign
2,7,2,41,0,1,malignant,malignant
2,7,2,364,1,0,benign,benign
2,7,2,314,1,0,benign,benign
2,7,2,260,0.1,0.9,malignant,malignant
2,7,2,208,1,0,benign,benign
2,7,2,350,1,0,benign,benign
2,7,2,224,0,1,malignant,malignant
2,7,2,510,1,0,benign,benign
2,7,2,3,0,1,malignant,benign
2,7,2,648,0.1,0.9,malignant,malignant
2,7,2,422,0.7,0.3,benign,benign
2,7,2,274,1,0,benign,benign
2,7,2,586,0.1,0.9,malignant,malignant
2,7,2,663,1,0,benign,benign
2,7,2,134,1,0,benign,benign
2,7,2,293,0.125,0.875,malignant,malignant
2,7,2,374,1,0,benign,benign
2,7,2,14,0.1,0.9,malignant,malignant
2,7,2,143,1,0,benign,benign
2,7,2,593,1,0,benign,benign
2,7,2,106,0.1,0.9,malignant,malignant
2,7,2,301,1,0,benign,benign
2,7,2,303,1,0,benign,benign
2,7,2,68,0,1,malignant,malignant
2,7,2,278,1,0,benign,benign
2,7,2,508,1,0,benign,benign
2,7,2,74,0.1,0.9,malignant,malignant
2,7,2,441,0.725,0.275,benign,benign
2,7,2,9,1,0,benign,benign
2,7,2,440,0,1,malignant,malignant
2,7,2,22,1,0,benign,benign
2,7,2,171,1,0,benign,benign
2,7,2,487,0,1,malignant,malignant
2,7,2,502,1,0,benign,benign
2,7,2,110,0.743939,0.256061,benign,benign
2,7,2,215,0,1,malignant,malignant
2,7,2,548,1,0,benign,benign
2,7,2,473,1,0,benign,benign
2,7,2,221,0,1,malignant,malignant
2,7,2,108,0.9,0.1,benign,benign
2,7,2,496,1,0,benign,benign
2,7,2,304,0,1,malignant,malignant
2,7,2,342,1,0,benign,benign
2,7,2,252,0.143939,0.856061,malignant,benign
2,7,2,231,0.1,0.9,malignant,malignant
2,7,2,535,1,0,benign,benign
2,7,2,205,0.225904,0.774096,malignant,malignant
2,7,2,294,1,0,benign,benign
2,7,2,119,0.9,0.1,benign,benign
2,7,2,190,0,1,malignant,malignant
2,7,2,613,1,0,benign,benign
2,7,2,362,0.425,0.575,malignant,benign
2,7,3,564,1,0,benign,benign
2,7,3,152,0,1,malignant,malignant
2,7,3,306,1,0,benign,benign
2,7,3,133,1,0,benign,benign
2,7,3,425,0.1,0.9,malignant,malignant
2,7,3,533,1,0,benign,benign
2,7,3,626,0.1,0.9,malignant,malignant
2,7,3,408,1,0,benign,benign
2,7,3,378,1,0,benign,benign
2,7,3,167,0.1,0.9,malignant,malignant
2,7,3,618,1,0,benign,benign
2,7,3,290,1,0,benign,benign
2,7,3,21,0,1,malignant,malignant
2,7,3,411,0.9984,0.0016,benign,benign
2,7,3,434,0,1,malignant,benign
2,7,3,112,0,1,malignant,malignant
2,7,3,235,0.631399,0.368601,benign,benign
2,7,3,321,0.992417,0.007583,benign,benign
2,7,3,41,0.2,0.8,malignant,malignant
2,7,3,364,1,0,benign,benign
2,7,3,314,1,0,benign,benign
2,7,3,260,0.1,0.9,malignant,malignant
2,7,3,208,1,0,benign,benign
2,7,3,350,1,0,benign,benign
2,7,3,224,0,1,malignant,malignant
2,7,3,510,1,0,benign,benign
2,7,3,3,0,1,malignant,benign
2,7,3,648,0.1,0.9,malignant,malignant
2,7,3,422,1,0,benign,benign
2,7,3,274,1,0,benign,benign
2,7,3,586,0.1,0.9,malignant,malignant
2,7,3,663,1,0,benign,benign
2,7,3,134,1,0,benign,benign
2,7,3,293,0,1,malignant,malignant
2,7,3,374,1,0,benign,benign
2,7,3,14,0,1,malignant,malignant
2,7,3,143,1,0,benign,benign
2,7,3,593,1,0,benign,benign
2,7,3,106,0,1,malignant,malignant
2,7,3,301,1,0,benign,benign
2,7,3,303,1,0,benign,benign
2,7,3,68,0,1,malignant,malignant
2,7,3,278,1,0,benign,benign
2,7,3,508,1,0,benign,benign
2,7,3,74,0,1,malignant,malignant
2,7,3,441,0.8,0.2,benign,benign
2,7,3,9,1,0,benign,benign
2,7,3,440,0,1,malignant,malignant
2,7,3,22,1,0,benign,benign
2,7,3,171,1,0,benign,benign
2,7,3,487,0,1,malignant,malignant
2,7,3,502,1,0,benign,benign
2,7,3,110,0.9,0.1,benign,benign
2,7,3,215,0,1,malignant,malignant
2,7,3,548,1,0,benign,benign
2,7,3,473,1,0,benign,benign
2,7,3,221,0.1,0.9,malignant,malignant
2,7,3,108,1,0,benign,benign
2,7,3,496,1,0,benign,benign
2,7,3,304,0.1096,0.8904,malignant,malignant
2,7,3,342,1,0,benign,benign
2,7,3,252,0.1,0.9,malignant,benign
2,7,3,231,0.1,0.9,malignant,malignant
2,7,3,535,1,0,benign,benign
2,7,3,205,0.1,0.9,malignant,malignant
2,7,3,294,0.9984,0.0016,benign,benign
2,7,3,119,1,0,benign,benign
2,7,3,190,0,1,malignant,malignant
2,7,3,613,1,0,benign,benign
2,7,3,362,1,0,benign,benign
2,7,4,564,1,0,benign,benign
2,7,4,152,0,1,malignant,malignant
2,7,4,306,1,0,benign,benign
2,7,4,133,1,0,benign,benign
2,7,4,425,0,1,malignant,malignant
2,7,4,533,1,0,benign,benign
2,7,4,626,0.3,0.7,malignant,malignant
2,7,4,408,0.8,0.2,benign,benign
2,7,4,378,1,0,benign,benign
2,7,4,167,0.4,0.6,malignant,malignant
2,7,4,618,1,0,benign,benign
2,7,4,290,1,0,benign,benign
2,7,4,21,0.2,0.8,malignant,malignant
2,7,4,411,1,0,benign,benign
2,7,4,434,0,1,malignant,benign
2,7,4,112,0.1,0.9,malignant,malignant
2,7,4,235,0.896606,0.103394,benign,benign
2,7,4,321,0.999187,0.000813,benign,benign
2,7,4,41,0.4,0.6,malignant,malignant
2,7,4,364,1,0,benign,benign
2,7,4,314,1,0,benign,benign
2,7,4,260,0,1,malignant,malignant
2,7,4,208,1,0,benign,benign
2,7,4,350,1,0,benign,benign
2,7,4,224,0,1,malignant,malignant
2,7,4,510,1,0,benign,benign
2,7,4,3,0.1,0.9,malignant,benign
2,7,4,648,0.3,0.7,malignant,malignant
2,7,4,422,0.8,0.2,benign,benign
2,7,4,274,1,0,benign,benign
2,7,4,586,0,1,malignant,malignant
2,7,4,663,1,0,benign,benign
2,7,4,134,1,0,benign,benign
2,7,4,293,0,1,malignant,malignant
2,7,4,374,1,0,benign,benign
2,7,4,14,0,1,malignant,malignant
2,7,4,143,1,0,benign,benign
2,7,4,593,1,0,benign,benign
2,7,4,106,0,1,malignant,malignant
2,7,4,301,1,0,benign,benign
2,7,4,303,1,0,benign,benign
2,7,4,68,0,1,malignant,malignant
2,7,4,278,1,0,benign,benign
2,7,4,508,1,0,benign,benign
2,7,4,74,0,1,malignant,malignant
2,7,4,441,0.8,0.2,benign,benign
2,7,4,9,1,0,benign,benign
2,7,4,440,0,1,malignant,malignant
2,7,4,22,1,0,benign,benign
2,7,4,171,1,0,benign,benign
2,7,4,487,0,1,malignant,malignant
2,7,4,502,1,0,benign,benign
2,7,4,110,0.6,0.4,benign,benign
2,7,4,215,0.1,0.9,malignant,malignant
2,7,4,548,1,0,benign,benign
2,7,4,473,1,0,benign,benign
2,7,4,221,0.1,0.9,malignant,malignant
2,7,4,108,0.8,0.2,benign,benign
2,7,4,496,1,0,benign,benign
2,7,4,304,0,1,malignant,malignant
2,7,4,342,1,0,benign,benign
2,7,4,252,0.1,0.9,malignant,benign
2,7,4,231,0,1,malignant,malignant
2,7,4,535,1,0,benign,benign
2,7,4,205,0.2,0.8,malignant,malignant
2,7,4,294,0.999187,0.000813,benign,benign
2,7,4,119,1,0,benign,benign
2,7,4,190,0,1,malignant,malignant
2,7,4,613,1,0,benign,benign
2,7,4,362,0.9,0.1,benign,benign
2,7,5,564,1,0,benign,benign
2,7,5,152,0,1,malignant,malignant
2,7,5,306,1,0,benign,benign
2,7,5,133,1,0,benign,benign
2,7,5,425,0,1,malignant,malignant
2,7,5,533,1,0,benign,benign
2,7,5,626,0.4,0.6,malignant,malignant
2,7,5,408,1,0,benign,benign
2,7,5,378,1,0,benign,benign
2,7,5,167,0.5,0.5,benign,malignant
2,7,5,618,1,0,benign,benign
2,7,5,290,1,0,benign,benign
2,7,5,21,0,1,malignant,malignant
2,7,5,411,0.983786,0.016214,benign,benign
2,7,5,434,0,1,malignant,benign
2,7,5,112,0,1,malignant,malignant
2,7,5,235,0.761691,0.238309,benign,benign
2,7,5,321,0.957978,0.042022,benign,benign
2,7,5,41,0.2,0.8,malignant,malignant
2,7,5,364,1,0,benign,benign
2,7,5,314,1,0,benign,benign
2,7,5,260,0,1,malignant,malignant
2,7,5,208,1,0,benign,benign
2,7,5,350,1,0,benign,benign
2,7,5,224,0.1,0.9,malignant,malignant
2,7,5,510,1,0,benign,benign
2,7,5,3,0.1,0.9,malignant,benign
2,7,5,648,0.2,0.8,malignant,malignant
2,7,5,422,1,0,benign,benign
2,7,5,274,1,0,benign,benign
2,7,5,586,0,1,malignant,malignant
2,7,5,663,1,0,benign,benign
2,7,5,134,1,0,benign,benign
2,7,5,293,0,1,malignant,malignant
2,7,5,374,1,0,benign,benign
2,7,5,14,0.1,0.9,malignant,malignant
2,7,5,143,1,0,benign,benign
2,7,5,593,1,0,benign,benign
2,7,5,106,0,1,malignant,malignant
2,7,5,301,1,0,benign,benign
2,7,5,303,1,0,benign,benign
2,7,5,68,0,1,malignant,malignant
2,7,5,278,1,0,benign,benign
2,7,5,508,1,0,benign,benign
2,7,5,74,0.1,0.9,malignant,malignant
2,7,5,441,0.5,0.5,benign,benign
2,7,5,9,1,0,benign,benign
2,7,5,440,0.1,0.9,malignant,malignant
2,7,5,22,1,0,benign,benign
2,7,5,171,1,0,benign,benign
2,7,5,487,0,1,malignant,malignant
2,7,5,502,1,0,benign,benign
2,7,5,110,0.9,0.1,benign,benign
2,7,5,215,0,1,malignant,malignant
2,7,5,548,1,0,benign,benign
2,7,5,473,1,0,benign,benign
2,7,5,221,0.2,0.8,malignant,malignant
2,7,5,108,1,0,benign,benign
2,7,5,496,1,0,benign,benign
2,7,5,304,0.1,0.9,malignant,malignant
2,7,5,342,1,0,benign,benign
2,7,5,252,0,1,malignant,benign
2,7,5,231,0,1,malignant,malignant
2,7,5,535,1,0,benign,benign
2,7,5,205,0.1,0.9,malignant,malignant
2,7,5,294,0.995831,0.004169,benign,benign
2,7,5,119,1,0,benign,benign
2,7,5,190,0,1,malignant,malignant
2,7,5,613,1,0,benign,benign
2,7,5,362,0.9,0.1,benign,benign
2,7,6,564,1,0,benign,benign
2,7,6,152,0,1,malignant,malignant
2,7,6,306,1,0,benign,benign
2,7,6,133,1,0,benign,benign
2,7,6,425,0,1,malignant,malignant
2,7,6,533,1,0,benign,benign
2,7,6,626,0.3,0.7,malignant,malignant
2,7,6,408,1,0,benign,benign
2,7,6,378,1,0,benign,benign
2,7,6,167,0.1,0.9,malignant,malignant
2,7,6,618,1,0,benign,benign
2,7,6,290,1,0,benign,benign
2,7,6,21,0.1,0.9,malignant,malignant
2,7,6,411,0.985987,0.014013,benign,benign
2,7,6,434,0.1,0.9,malignant,benign
2,7,6,112,0.1,0.9,malignant,malignant
2,7,6,235,0.893085,0.106915,benign,benign
2,7,6,321,1,0,benign,benign
2,7,6,41,0.3,0.7,malignant,malignant
2,7,6,364,1,0,benign,benign
2,7,6,314,1,0,benign,benign
2,7,6,260,0,1,malignant,malignant
2,7,6,208,1,0,benign,benign
2,7,6,350,1,0,benign,benign
2,7,6,224,0,1,malignant,malignant
2,7,6,510,1,0,benign,benign
2,7,6,3,0.1,0.9,malignant,benign
2,7,6,648,0.1,0.9,malignant,malignant
2,7,6,422,0.9,0.1,benign,benign
2,7,6,274,1,0,benign,benign
2,7,6,586,0,1,malignant,malignant
2,7,6,663,1,0,benign,benign
2,7,6,134,1,0,benign,benign
2,7,6,293,0.12797,0.87203,malignant,malignant
2,7,6,374,1,0,benign,benign
2,7,6,14,0,1,malignant,malignant
2,7,6,143,1,0,benign,benign
2,7,6,593,1,0,benign,benign
2,7,6,106,0,1,malignant,malignant
2,7,6,301,1,0,benign,benign
2,7,6,303,1,0,benign,benign
2,7,6,68,0,1,malignant,malignant
2,7,6,278,1,0,benign,benign
2,7,6,508,1,0,benign,benign
2,7,6,74,0.1,0.9,malignant,malignant
2,7,6,441,0.7,0.3,benign,benign
2,7,6,9,1,0,benign,benign
2,7,6,440,0,1,malignant,malignant
2,7,6,22,1,0,benign,benign
2,7,6,171,1,0,benign,benign
2,7,6,487,0,1,malignant,malignant
2,7,6,502,1,0,benign,benign
2,7,6,110,0.8,0.2,benign,benign
2,7,6,215,0.1,0.9,malignant,malignant
2,7,6,548,1,0,benign,benign
2,7,6,473,1,0,benign,benign
2,7,6,221,0,1,malignant,malignant
2,7,6,108,1,0,benign,benign
2,7,6,496,1,0,benign,benign
2,7,6,304,0.1,0.9,malignant,malignant
2,7,6,342,1,0,benign,benign
2,7,6,252,0.021053,0.978947,malignant,benign
2,7,6,231,0.1,0.9,malignant,malignant
2,7,6,535,1,0,benign,benign
2,7,6,205,0,1,malignant,malignant
2,7,6,294,1,0,benign,benign
2,7,6,119,1,0,benign,benign
2,7,6,190,0,1,malignant,malignant
2,7,6,613,1,0,benign,benign
2,7,6,362,1,0,benign,benign
2,7,7,564,1,0,benign,benign
2,7,7,152,0,1,malignant,malignant
2,7,7,306,1,0,benign,benign
2,7,7,133,1,0,benign,benign
2,7,7,425,0,1,malignant,malignant
2,7,7,533,1,0,benign,benign
2,7,7,626,0.5,0.5,benign,malignant
2,7,7,408,1,0,benign,benign
2,7,7,378,1,0,benign,benign
2,7,7,167,0,1,malignant,malignant
2,7,7,618,1,0,benign,benign
2,7,7,290,1,0,benign,benign
2,7,7,21,0.1,0.9,malignant,malignant
2,7,7,411,0.983124,0.016876,benign,benign
2,7,7,434,0,1,malignant,benign
2,7,7,112,0,1,malignant,malignant
2,7,7,235,0.936417,0.063583,benign,benign
2,7,7,321,0.997701,0.002299,benign,benign
2,7,7,41,0,1,malignant,malignant
2,7,7,364,1,0,benign,benign
2,7,7,314,1,0,benign,benign
2,7,7,260,0,1,malignant,malignant
2,7,7,208,1,0,benign,benign
2,7,7,350,1,0,benign,benign
2,7,7,224,0,1,malignant,malignant
2,7,7,510,1,0,benign,benign
2,7,7,3,0.1,0.9,malignant,benign
2,7,7,648,0,1,malignant,malignant
2,7,7,422,0.6,0.4,benign,benign
2,7,7,274,1,0,benign,benign
2,7,7,586,0,1,malignant,malignant
2,7,7,663,1,0,benign,benign
2,7,7,134,1,0,benign,benign
2,7,7,293,0.1,0.9,malignant,malignant
2,7,7,374,1,0,benign,benign
2,7,7,14,0,1,malignant,malignant
2,7,7,143,1,0,benign,benign
2,7,7,593,1,0,benign,benign
2,7,7,106,0,1,malignant,malignant
2,7,7,301,1,0,benign,benign
2,7,7,303,1,0,benign,benign
2,7,7,68,0.1,0.9,malignant,malignant
2,7,7,278,1,0,benign,benign
2,7,7,508,1,0,benign,benign
2,7,7,74,0,1,malignant,malignant
2,7,7,441,0.7,0.3,benign,benign
2,7,7,9,1,0,benign,benign
2,7,7,440,0,1,malignant,malignant
2,7,7,22,1,0,benign,benign
2,7,7,171,1,0,benign,benign
2,7,7,487,0,1,malignant,malignant
2,7,7,502,1,0,benign,benign
2,7,7,110,0.4,0.6,malignant,benign
2,7,7,215,0,1,malignant,malignant
2,7,7,548,1,0,benign,benign
2,7,7,473,1,0,benign,benign
2,7,7,221,0.2,0.8,malignant,malignant
2,7,7,108,1,0,benign,benign
2,7,7,496,1,0,benign,benign
2,7,7,304,0.1,0.9,malignant,malignant
2,7,7,342,1,0,benign,benign
2,7,7,252,0,1,malignant,benign
2,7,7,231,0.1,0.9,malignant,malignant
2,7,7,535,1,0,benign,benign
2,7,7,205,0,1,malignant,malignant
2,7,7,294,0.997701,0.002299,benign,benign
2,7,7,119,1,0,benign,benign
2,7,7,190,0,1,malignant,malignant
2,7,7,613,1,0,benign,benign
2,7,7,362,1,0,benign,benign
2,8,0,179,0.5,0.5,benign,malignant
2,8,0,690,1,0,benign,benign
2,8,0,653,1,0,benign,benign
2,8,0,391,0,1,malignant,malignant
2,8,0,498,1,0,benign,benign
2,8,0,432,1,0,benign,benign
2,8,0,300,0,1,malignant,malignant
2,8,0,486,1,0,benign,benign
2,8,0,620,1,0,benign,benign
2,8,0,590,0.2,0.8,malignant,malignant
2,8,0,310,1,0,benign,benign
2,8,0,693,1,0,benign,benign
2,8,0,98,0,1,malignant,malignant
2,8,0,624,1,0,benign,benign
2,8,0,578,1,0,benign,benign
2,8,0,177,0.1,0.9,malignant,malignant
2,8,0,660,1,0,benign,benign
2,8,0,373,1,0,benign,benign
2,8,0,173,0,1,malignant,malignant
2,8,0,531,1,0,benign,benign
2,8,0,163,1,0,benign,benign
2,8,0,312,0.2,0.8,malignant,malignant
2,8,0,428,1,0,benign,benign
2,8,0,305,0,1,malignant,malignant
2,8,0,89,1,0,benign,benign
2,8,0,27,1,0,benign,benign
2,8,0,166,0,1,malignant,malignant
2,8,0,219,0.9,0.1,benign,benign
2,8,0,395,1,0,benign,benign
2,8,0,282,0.2,0.8,malignant,malignant
2,8,0,526,1,0,benign,benign
2,8,0,1,0.1,0.9,malignant,benign
2,8,0,302,0,1,malignant,malignant
2,8,0,645,1,0,benign,benign
2,8,0,291,1,0,benign,benign
2,8,0,334,0,1,malignant,malignant
2,8,0,258,1,0,benign,benign
2,8,0,380,1,0,benign,benign
2,8,0,592,0.3,0.7,malignant,malignant
2,8,0,225,1,0,benign,benign
2,8,0,409,1,0,benign,benign
2,8,0,73,0,1,malignant,malignant
2,8,0,335,1,0,benign,benign
2,8,0,180,1,0,benign,benign
2,8,0,236,0,1,malignant,malignant
2,8,0,181,1,0,benign,benign
2,8,0,345,1,0,benign,benign
2,8,0,38,0,1,malignant,malignant
2,8,0,355,1,0,benign,benign
2,8,0,135,0.9,0.1,benign,benign
2,8,0,333,0,1,malignant,malignant
2,8,0,271,1,0,benign,benign
2,8,0,206,0,1,malignant,malignant
2,8,0,501,1,0,benign,benign
2,8,0,596,1,0,benign,benign
2,8,0,211,0,1,malignant,malignant
2,8,0,93,1,0,benign,benign
2,8,0,430,1,0,benign,benign
2,8,0,668,0.1,0.9,malignant,malignant
2,8,0,541,1,0,benign,benign
2,8,0,182,0.9,0.1,benign,benign
2,8,0,453,0,1,malignant,malignant
2,8,0,240,0.9,0.1,benign,benign
2,8,0,689,1,0,benign,benign
2,8,0,100,0.1,0.9,malignant,malignant
2,8,0,48,1,0,benign,benign
2,8,0,638,1,0,benign,benign
2,8,0,123,0.2,0.8,malignant,malignant
2,8,0,485,1,0,benign,benign
2,8,0,439,1,0,benign,benign
2,8,1,179,0.3,0.7,malignant,malignant
2,8,1,690,1,0,benign,benign
2,8,1,653,1,0,benign,benign
2,8,1,391,0,1,malignant,malignant
2,8,1,498,1,0,benign,benign
2,8,1,432,1,0,benign,benign
2,8,1,300,0,1,malignant,malignant
2,8,1,486,1,0,benign,benign
2,8,1,620,1,0,benign,benign
2,8,1,590,0,1,malignant,malignant
2,8,1,310,1,0,benign,benign
2,8,1,693,1,0,benign,benign
2,8,1,98,0.1,0.9,malignant,malignant
2,8,1,624,1,0,benign,benign
2,8,1,578,1,0,benign,benign
2,8,1,177,0,1,malignant,malignant
2,8,1,660,1,0,benign,benign
2,8,1,373,1,0,benign,benign
2,8,1,173,0.1,0.9,malignant,malignant
2,8,1,531,1,0,benign,benign
2,8,1,163,1,0,benign,benign
2,8,1,312,0,1,malignant,malignant
2,8,1,428,1,0,benign,benign
2,8,1,305,0,1,malignant,malignant
2,8,1,89,1,0,benign,benign
2,8,1,27,1,0,benign,benign
2,8,1,166,0.1,0.9,malignant,malignant
2,8,1,219,0.9,0.1,benign,benign
2,8,1,395,1,0,benign,benign
2,8,1,282,0.4,0.6,malignant,malignant
2,8,1,526,1,0,benign,benign
2,8,1,1,0.1,0.9,malignant,benign
2,8,1,302,0,1,malignant,malignant
2,8,1,645,1,0,benign,benign
2,8,1,291,1,0,benign,benign
2,8,1,334,0,1,malignant,malignant
2,8,1,258,1,0,benign,benign
2,8,1,380,1,0,benign,benign
2,8,1,592,0,1,malignant,malignant
2,8,1,225,1,0,benign,benign
2,8,1,409,1,0,benign,benign
2,8,1,73,0.1,0.9,malignant,malignant
2,8,1,335,1,0,benign,benign
2,8,1,180,1,0,benign,benign
2,8,1,236,0,1,malignant,malignant
2,8,1,181,1,0,benign,benign
2,8,1,345,1,0,benign,benign
2,8,1,38,0.2,0.8,malignant,malignant
2,8,1,355,0.9,0.1,benign,benign
2,8,1,135,1,0,benign,benign
2,8,1,333,0.1,0.9,malignant,malignant
2,8,1,271,1,0,benign,benign
2,8,1,206,0,1,malignant,malignant
2,8,1,501,1,0,benign,benign
2,8,1,596,1,0,benign,benign
2,8,1,211,0,1,malignant,malignant
2,8,1,93,1,0,benign,benign
2,8,1,430,1,0,benign,benign
2,8,1,668,0,1,malignant,malignant
2,8,1,541,1,0,benign,benign
2,8,1,182,0.9,0.1,benign,benign
2,8,1,453,0.2,0.8,malignant,malignant
2,8,1,240,1,0,benign,benign
2,8,1,689,1,0,benign,benign
2,8,1,100,0,1,malignant,malignant
2,8,1,48,1,0,benign,benign
2,8,1,638,1,0,benign,benign
2,8,1,123,0.2,0.8,malignant,malignant
2,8,1,485,1,0,benign,benign
2,8,1,439,1,0,benign,benign
2,8,2,179,0.143939,0.856061,malignant,malignant
2,8,2,690,1,0,benign,benign
2,8,2,653,1,0,benign,benign
2,8,2,391,0,1,malignant,malignant
2,8,2,498,1,0,benign,benign
2,8,2,432,1,0,benign,benign
2,8,2,300,0,1,malignant,malignant
2,8,2,486,1,0,benign,benign
2,8,2,620,1,0,benign,benign
2,8,2,590,0.2,0.8,malignant,malignant
2,8,2,310,1,0,benign,benign
2,8,2,693,1,0,benign,benign
2,8,2,98,0.125,0.875,malignant,malignant
2,8,2,624,1,0,benign,benign
2,8,2,578,1,0,benign,benign
2,8,2,177,0,1,malignant,malignant
2,8,2,660,1,0,benign,benign
2,8,2,373,1,0,benign,benign
2,8,2,173,0.325904,0.674096,malignant,malignant
2,8,2,531,1,0,benign,benign
2,8,2,163,1,0,benign,benign
2,8,2,312,0.3,0.7,malignant,malignant
2,8,2,428,1,0,benign,benign
2,8,2,305,0,1,malignant,malignant
2,8,2,89,1,0,benign,benign
2,8,2,27,1,0,benign,benign
2,8,2,166,0,1,malignant,malignant
2,8,2,219,1,0,benign,benign
2,8,2,395,1,0,benign,benign
2,8,2,282,0.243939,0.756061,malignant,malignant
2,8,2,526,1,0,benign,benign
2,8,2,1,0.043939,0.956061,malignant,benign
2,8,2,302,0,1,malignant,malignant
2,8,2,645,1,0,benign,benign
2,8,2,291,1,0,benign,benign
2,8,2,334,0,1,malignant,malignant
2,8,2,258,1,0,benign,benign
2,8,2,380,1,0,benign,benign
2,8,2,592,0.1,0.9,malignant,malignant
2,8,2,225,1,0,benign,benign
2,8,2,409,1,0,benign,benign
2,8,2,73,0.2,0.8,malignant,malignant
2,8,2,335,1,0,benign,benign
2,8,2,180,1,0,benign,benign
2,8,2,236,0.1,0.9,malignant,malignant
2,8,2,181,1,0,benign,benign
2,8,2,345,1,0,benign,benign
2,8,2,38,0.269843,0.730157,malignant,malignant
2,8,2,355,1,0,benign,benign
2,8,2,135,0.9,0.1,benign,benign
2,8,2,333,0.043939,0.956061,malignant,malignant
2,8,2,271,1,0,benign,benign
2,8,2,206,0,1,malignant,malignant
2,8,2,501,1,0,benign,benign
2,8,2,596,1,0,benign,benign
2,8,2,211,0,1,malignant,malignant
2,8,2,93,1,0,benign,benign
2,8,2,430,1,0,benign,benign
2,8,2,668,0.3,0.7,malignant,malignant
2,8,2,541,1,0,benign,benign
2,8,2,182,1,0,benign,benign
2,8,2,453,0.143939,0.856061,malignant,malignant
2,8,2,240,0.7,0.3,benign,benign
2,8,2,689,1,0,benign,benign
2,8,2,100,0,1,malignant,malignant
2,8,2,48,1,0,benign,benign
2,8,2,638,1,0,benign,benign
2,8,2,123,0.043939,0.956061,malignant,malignant
2,8,2,485,1,0,benign,benign
2,8,2,439,1,0,benign,benign
2,8,3,179,0.1096,0.8904,malignant,malignant
2,8,3,690,1,0,benign,benign
2,8,3,653,1,0,benign,benign
2,8,3,391,0,1,malignant,malignant
2,8,3,498,1,0,benign,benign
2,8,3,432,1,0,benign,benign
2,8,3,300,0,1,malignant,malignant
2,8,3,486,1,0,benign,benign
2,8,3,620,1,0,benign,benign
2,8,3,590,0,1,malignant,malignant
2,8,3,310,1,0,benign,benign
2,8,3,693,1,0,benign,benign
2,8,3,98,0,1,malignant,malignant
2,8,3,624,1,0,benign,benign
2,8,3,578,1,0,benign,benign
2,8,3,177,0,1,malignant,malignant
2,8,3,660,1,0,benign,benign
2,8,3,373,1,0,benign,benign
2,8,3,173,0.2,0.8,malignant,malignant
2,8,3,531,1,0,benign,benign
2,8,3,163,0.8,0.2,benign,benign
2,8,3,312,0.2,0.8,malignant,malignant
2,8,3,428,1,0,benign,benign
2,8,3,305,0,1,malignant,malignant
2,8,3,89,1,0,benign,benign
2,8,3,27,1,0,benign,benign
2,8,3,166,0,1,malignant,malignant
2,8,3,219,1,0,benign,benign
2,8,3,395,1,0,benign,benign
2,8,3,282,0.4,0.6,malignant,malignant
2,8,3,526,1,0,benign,benign
2,8,3,1,0.1,0.9,malignant,benign
2,8,3,302,0,1,malignant,malignant
2,8,3,645,1,0,benign,benign
2,8,3,291,1,0,benign,benign
2,8,3,334,0,1,malignant,malignant
2,8,3,258,1,0,benign,benign
2,8,3,380,1,0,benign,benign
2,8,3,592,0.1096,0.8904,malignant,malignant
2,8,3,225,1,0,benign,benign
2,8,3,409,1,0,benign,benign
2,8,3,73,0.4,0.6,malignant,malignant
2,8,3,335,1,0,benign,benign
2,8,3,180,1,0,benign,benign
2,8,3,236,0,1,malignant,malignant
2,8,3,181,1,0,benign,benign
2,8,3,345,1,0,benign,benign
2,8,3,38,0.2,0.8,malignant,malignant
2,8,3,355,1,0,benign,benign
2,8,3,135,0.9,0.1,benign,benign
2,8,3,333,0,1,malignant,malignant
2,8,3,271,1,0,benign,benign
2,8,3,206,0,1,malignant,malignant
2,8,3,501,1,0,benign,benign
2,8,3,596,1,0,benign,benign
2,8,3,211,0,1,malignant,malignant
2,8,3,93,1,0,benign,benign
2,8,3,430,1,0,benign,benign
2,8,3,668,0.2,0.8,malignant,malignant
2,8,3,541,1,0,benign,benign
2,8,3,182,1,0,benign,benign
2,8,3,453,0.1,0.9,malignant,malignant
2,8,3,240,0.9,0.1,benign,benign
2,8,3,689,0.9,0.1,benign,benign
2,8,3,100,0,1,malignant,malignant
2,8,3,48,1,0,benign,benign
2,8,3,638,1,0,benign,benign
2,8,3,123,0.0096,0.9904,malignant,malignant
2,8,3,485,0.9,0.1,benign,benign
2,8,3,439,1,0,benign,benign
2,8,4,179,0,1,malignant,malignant
2,8,4,690,1,0,benign,benign
2,8,4,653,1,0,benign,benign
2,8,4,391,0,1,malignant,malignant
2,8,4,498,1,0,benign,benign
2,8,4,432,1,0,benign,benign
2,8,4,300,0.2,0.8,malignant,malignant
2,8,4,486,1,0,benign,benign
2,8,4,620,1,0,benign,benign
2,8,4,590,0.3,0.7,malignant,malignant
2,8,4,310,1,0,benign,benign
2,8,4,693,1,0,benign,benign
2,8,4,98,0.2,0.8,malignant,malignant
2,8,4,624,1,0,benign,benign
2,8,4,578,1,0,benign,benign
2,8,4,177,0.2,0.8,malignant,malignant
2,8,4,660,1,0,benign,benign
2,8,4,373,1,0,benign,benign
2,8,4,173,0,1,malignant,malignant
2,8,4,531,1,0,benign,benign
2,8,4,163,0.9,0.1,benign,benign
2,8,4,312,0.314754,0.685246,malignant,malignant
2,8,4,428,1,0,benign,benign
2,8,4,305,0.1,0.9,malignant,malignant
2,8,4,89,1,0,benign,benign
2,8,4,27,1,0,benign,benign
2,8,4,166,0.2,0.8,malignant,malignant
2,8,4,219,0.9,0.1,benign,benign
2,8,4,395,1,0,benign,benign
2,8,4,282,0.1,0.9,malignant,malignant
2,8,4,526,1,0,benign,benign
2,8,4,1,0,1,malignant,benign
2,8,4,302,0,1,malignant,malignant
2,8,4,645,1,0,benign,benign
2,8,4,291,1,0,benign,benign
2,8,4,334,0.1,0.9,malignant,malignant
2,8,4,258,1,0,benign,benign
2,8,4,380,1,0,benign,benign
2,8,4,592,0,1,malignant,malignant
2,8,4,225,1,0,benign,benign
2,8,4,409,1,0,benign,benign
2,8,4,73,0.028571,0.971429,malignant,malignant
2,8,4,335,1,0,benign,benign
2,8,4,180,1,0,benign,benign
2,8,4,236,0,1,malignant,malignant
2,8,4,181,1,0,benign,benign
2,8,4,345,1,0,benign,benign
2,8,4,38,0.2,0.8,malignant,malignant
2,8,4,355,0.9,0.1,benign,benign
2,8,4,135,0.8,0.2,benign,benign
2,8,4,333,0,1,malignant,malignant
2,8,4,271,1,0,benign,benign
2,8,4,206,0,1,malignant,malignant
2,8,4,501,1,0,benign,benign
2,8,4,596,1,0,benign,benign
2,8,4,211,0,1,malignant,malignant
2,8,4,93,1,0,benign,benign
2,8,4,430,1,0,benign,benign
2,8,4,668,0.214754,0.785246,malignant,malignant
2,8,4,541,1,0,benign,benign
2,8,4,182,0.9,0.1,benign,benign
2,8,4,453,0,1,malignant,malignant
2,8,4,240,0.8,0.2,benign,benign
2,8,4,689,1,0,benign,benign
2,8,4,100,0.1,0.9,malignant,malignant
2,8,4,48,1,0,benign,benign
2,8,4,638,1,0,benign,benign
2,8,4,123,0,1,malignant,malignant
2,8,4,485,1,0,benign,benign
2,8,4,439,1,0,benign,benign
2,8,5,179,0.10186,0.89814,malignant,malignant
2,8,5,690,1,0,benign,benign
2,8,5,653,1,0,benign,benign
2,8,5,391,0,1,malignant,malignant
2,8,5,498,1,0,benign,benign
2,8,5,432,1,0,benign,benign
2,8,5,300,0.4,0.6,malignant,malignant
2,8,5,486,1,0,benign,benign
2,8,5,620,1,0,benign,benign
2,8,5,590,0.3,0.7,malignant,malignant
2,8,5,310,1,0,benign,benign
2,8,5,693,1,0,benign,benign
2,8,5,98,0,1,malignant,malignant
2,8,5,624,1,0,benign,benign
2,8,5,578,1,0,benign,benign
2,8,5,177,0.1,0.9,malignant,malignant
2,8,5,660,1,0,benign,benign
2,8,5,373,1,0,benign,benign
2,8,5,173,0,1,malignant,malignant
2,8,5,531,1,0,benign,benign
2,8,5,163,0.9,0.1,benign,benign
2,8,5,312,0.5,0.5,benign,malignant
2,8,5,428,1,0,benign,benign
2,8,5,305,0,1,malignant,malignant
2,8,5,89,1,0,benign,benign
2,8,5,27,1,0,benign,benign
2,8,5,166,0.2,0.8,malignant,malignant
2,8,5,219,1,0,benign,benign
2,8,5,395,1,0,benign,benign
2,8,5,282,0.30186,0.69814,malignant,malignant
2,8,5,526,1,0,benign,benign
2,8,5,1,0.4,0.6,malignant,benign
2,8,5,302,0,1,malignant,malignant
2,8,5,645,1,0,benign,benign
2,8,5,291,1,0,benign,benign
2,8,5,334,0,1,malignant,malignant
2,8,5,258,1,0,benign,benign
2,8,5,380,1,0,benign,benign
2,8,5,592,0,1,malignant,malignant
2,8,5,225,1,0,benign,benign
2,8,5,409,1,0,benign,benign
2,8,5,73,0.1,0.9,malignant,malignant
2,8,5,335,1,0,benign,benign
2,8,5,180,1,0,benign,benign
2,8,5,236,0,1,malignant,malignant
2,8,5,181,1,0,benign,benign
2,8,5,345,1,0,benign,benign
2,8,5,38,0.2,0.8,malignant,malignant
2,8,5,355,1,0,benign,benign
2,8,5,135,0.9,0.1,benign,benign
2,8,5,333,0,1,malignant,malignant
2,8,5,271,1,0,benign,benign
2,8,5,206,0,1,malignant,malignant
2,8,5,501,1,0,benign,benign
2,8,5,596,1,0,benign,benign
2,8,5,211,0,1,malignant,malignant
2,8,5,93,1,0,benign,benign
2,8,5,430,1,0,benign,benign
2,8,5,668,0.3,0.7,malignant,malignant
2,8,5,541,1,0,benign,benign
2,8,5,182,1,0,benign,benign
2,8,5,453,0.3,0.7,malignant,malignant
2,8,5,240,0.9,0.1,benign,benign
2,8,5,689,1,0,benign,benign
2,8,5,100,0.3,0.7,malignant,malignant
2,8,5,48,1,0,benign,benign
2,8,5,638,1,0,benign,benign
2,8,5,123,0.1,0.9,malignant,malignant
2,8,5,485,0.8,0.2,benign,benign
2,8,5,439,1,0,benign,benign
2,8,6,179,0.3,0.7,malignant,malignant
2,8,6,690,1,0,benign,benign
2,8,6,653,1,0,benign,benign
2,8,6,391,0,1,malignant,malignant
2,8,6,498,1,0,benign,benign
2,8,6,432,1,0,benign,benign
2,8,6,300,0.4,0.6,malignant,malignant
2,8,6,486,1,0,benign,benign
2,8,6,620,1,0,benign,benign
2,8,6,590,0,1,malignant,malignant
2,8,6,310,1,0,benign,benign
2,8,6,693,1,0,benign,benign
2,8,6,98,0.1,0.9,malignant,malignant
2,8,6,624,1,0,benign,benign
2,8,6,578,1,0,benign,benign
2,8,6,177,0.1,0.9,malignant,malignant
2,8,6,660,1,0,benign,benign
2,8,6,373,1,0,benign,benign
2,8,6,173,0,1,malignant,malignant
2,8,6,531,1,0,benign,benign
2,8,6,163,0.7,0.3,benign,benign
2,8,6,312,0.5,0.5,benign,malignant
2,8,6,428,1,0,benign,benign
2,8,6,305,0,1,malignant,malignant
2,8,6,89,1,0,benign,benign
2,8,6,27,1,0,benign,benign
2,8,6,166,0.1,0.9,malignant,malignant
2,8,6,219,1,0,benign,benign
2,8,6,395,1,0,benign,benign
2,8,6,282,0.1,0.9,malignant,malignant
2,8,6,526,1,0,benign,benign
2,8,6,1,0.2,0.8,malignant,benign
2,8,6,302,0,1,malignant,malignant
2,8,6,645,1,0,benign,benign
2,8,6,291,1,0,benign,benign
2,8,6,334,0,1,malignant,malignant
2,8,6,258,1,0,benign,benign
2,8,6,380,1,0,benign,benign
2,8,6,592,0.1,0.9,malignant,malignant
2,8,6,225,1,0,benign,benign
2,8,6,409,1,0,benign,benign
2,8,6,73,0.1,0.9,malignant,malignant
2,8,6,335,1,0,benign,benign
2,8,6,180,1,0,benign,benign
2,8,6,236,0,1,malignant,malignant
2,8,6,181,1,0,benign,benign
2,8,6,345,1,0,benign,benign
2,8,6,38,0.1,0.9,malignant,malignant
2,8,6,355,1,0,benign,benign
2,8,6,135,0.9,0.1,benign,benign
2,8,6,333,0,1,malignant,malignant
2,8,6,271,1,0,benign,benign
2,8,6,206,0,1,malignant,malignant
2,8,6,501,1,0,benign,benign
2,8,6,596,1,0,benign,benign
2,8,6,211,0,1,malignant,malignant
2,8,6,93,1,0,benign,benign
2,8,6,430,1,0,benign,benign
2,8,6,668,0.520532,0.479468,benign,malignant
2,8,6,541,1,0,benign,benign
2,8,6,182,1,0,benign,benign
2,8,6,453,0.2,0.8,malignant,malignant
2,8,6,240,0.6,0.4,benign,benign
2,8,6,689,1,0,benign,benign
2,8,6,100,0.1,0.9,malignant,malignant
2,8,6,48,1,0,benign,benign
2,8,6,638,1,0,benign,benign
2,8,6,123,0,1,malignant,malignant
2,8,6,485,0.6,0.4,benign,benign
2,8,6,439,1,0,benign,benign
2,8,7,179,0.5,0.5,benign,malignant
2,8,7,690,1,0,benign,benign
2,8,7,653,1,0,benign,benign
2,8,7,391,0,1,malignant,malignant
2,8,7,498,1,0,benign,benign
2,8,7,432,1,0,benign,benign
2,8,7,300,0.3,0.7,malignant,malignant
2,8,7,486,1,0,benign,benign
2,8,7,620,1,0,benign,benign
2,8,7,590,0.1,0.9,malignant,malignant
2,8,7,310,1,0,benign,benign
2,8,7,693,1,0,benign,benign
2,8,7,98,0,1,malignant,malignant
2,8,7,624,1,0,benign,benign
2,8,7,578,1,0,benign,benign
2,8,7,177,0,1,malignant,malignant
2,8,7,660,1,0,benign,benign
2,8,7,373,1,0,benign,benign
2,8,7,173,0,1,malignant,malignant
2,8,7,531,1,0,benign,benign
2,8,7,163,0.719048,0.280952,benign,benign
2,8,7,312,0,1,malignant,malignant
2,8,7,428,1,0,benign,benign
2,8,7,305,0,1,malignant,malignant
2,8,7,89,1,0,benign,benign
2,8,7,27,1,0,benign,benign
2,8,7,166,0.1,0.9,malignant,malignant
2,8,7,219,1,0,benign,benign
2,8,7,395,1,0,benign,benign
2,8,7,282,0.1,0.9,malignant,malignant
2,8,7,526,1,0,benign,benign
2,8,7,1,0.4,0.6,malignant,benign
2,8,7,302,0,1,malignant,malignant
2,8,7,645,1,0,benign,benign
2,8,7,291,1,0,benign,benign
2,8,7,334,0,1,malignant,malignant
2,8,7,258,1,0,benign,benign
2,8,7,380,1,0,benign,benign
2,8,7,592,0,1,malignant,malignant
2,8,7,225,1,0,benign,benign
2,8,7,409,1,0,benign,benign
2,8,7,73,0.2,0.8,malignant,malignant
2,8,7,335,1,0,benign,benign
2,8,7,180,1,0,benign,benign
2,8,7,236,0,1,malignant,malignant
2,8,7,181,1,0,benign,benign
2,8,7,345,1,0,benign,benign
2,8,7,38,0.5,0.5,benign,malignant
2,8,7,355,1,0,benign,benign
2,8,7,135,0.9,0.1,benign,benign
2,8,7,333,0.2,0.8,malignant,malignant
2,8,7,271,1,0,benign,benign
2,8,7,206,0,1,malignant,malignant
2,8,7,501,1,0,benign,benign
2,8,7,596,1,0,benign,benign
2,8,7,211,0,1,malignant,malignant
2,8,7,93,1,0,benign,benign
2,8,7,430,1,0,benign,benign
2,8,7,668,0.2,0.8,malignant,malignant
2,8,7,541,1,0,benign,benign
2,8,7,182,1,0,benign,benign
2,8,7,453,0.3,0.7,malignant,malignant
2,8,7,240,1,0,benign,benign
2,8,7,689,1,0,benign,benign
2,8,7,100,0,1,malignant,malignant
2,8,7,48,1,0,benign,benign
2,8,7,638,1,0,benign,benign
2,8,7,123,0.1,0.9,malignant,malignant
2,8,7,485,0.819048,0.180952,benign,benign
2,8,7,439,1,0,benign,benign
2,9,0,51,0.8,0.2,benign,malignant
2,9,0,622,0.9,0.1,benign,benign
2,9,0,595,1,0,benign,benign
2,9,0,605,0,1,malignant,malignant
2,9,0,363,0.4,0.6,malignant,benign
2,9,0,91,1,0,benign,benign
2,9,0,5,0,1,malignant,malignant
2,9,0,606,1,0,benign,benign
2,9,0,475,1,0,benign,benign
2,9,0,326,0.6,0.4,benign,malignant
2,9,0,540,1,0,benign,benign
2,9,0,482,0,1,malignant,malignant
2,9,0,16,1,0,benign,benign
2,9,0,495,1,0,benign,benign
2,9,0,594,0.1,0.9,malignant,malignant
2,9,0,443,1,0,benign,benign
2,9,0,410,1,0,benign,benign
2,9,0,20,0.4,0.6,malignant,malignant
2,9,0,396,1,0,benign,benign
2,9,0,69,1,0,benign,benign
2,9,0,523,0,1,malignant,malignant
2,9,0,388,1,0,benign,benign
2,9,0,194,1,0,benign,benign
2,9,0,63,0.4,0.6,malignant,malignant
2,9,0,216,1,0,benign,benign
2,9,0,365,1,0,benign,benign
2,9,0,267,0.4,0.6,malignant,malignant
2,9,0,676,1,0,benign,benign
2,9,0,672,1,0,benign,benign
2,9,0,210,0,1,malignant,malignant
2,9,0,538,1,0,benign,benign
2,9,0,518,1,0,benign,benign
2,9,0,87,0,1,malignant,malignant
2,9,0,557,1,0,benign,benign
2,9,0,575,1,0,benign,benign
2,9,0,227,0,1,malignant,malignant
2,9,0,490,1,0,benign,benign
2,9,0,556,1,0,benign,benign
2,9,0,286,0,1,malignant,malignant
2,9,0,500,0.9,0.1,benign,benign
2,9,0,284,0,1,malignant,malignant
2,9,0,203,1,0,benign,benign
2,9,0,276,1,0,benign,benign
2,9,0,670,0,1,malignant,malignant
2,9,0,154,1,0,benign,benign
2,9,0,520,1,0,benign,benign
2,9,0,681,0,1,malignant,malignant
2,9,0,447,1,0,benign,benign
2,9,0,598,1,0,benign,benign
2,9,0,71,0.2,0.8,malignant,malignant
2,9,0,684,1,0,benign,benign
2,9,0,673,1,0,benign,benign
2,9,0,253,0,1,malignant,malignant
2,9,0,377,1,0,benign,benign
2,9,0,536,1,0,benign,benign
2,9,0,214,0,1,malignant,malignant
2,9,0,555,0.7,0.3,benign,benign
2,9,0,368,1,0,benign,benign
2,9,0,57,0.4,0.6,malignant,malignant
2,9,0,37,0.7,0.3,benign,benign
2,9,0,7,1,0,benign,benign
2,9,0,449,0,1,malignant,malignant
2,9,0,583,1,0,benign,benign
2,9,0,566,1,0,benign,benign
2,9,0,175,0,1,malignant,malignant
2,9,0,207,1,0,benign,benign
2,9,0,431,1,0,benign,benign
2,9,0,59,0.1,0.9,malignant,malignant
2,9,0,81,1,0,benign,benign
2,9,1,51,0.7,0.3,benign,malignant
2,9,1,622,0.9,0.1,benign,benign
2,9,1,595,1,0,benign,benign
2,9,1,605,0,1,malignant,malignant
2,9,1,363,0.3,0.7,malignant,benign
2,9,1,91,1,0,benign,benign
2,9,1,5,0,1,malignant,malignant
2,9,1,606,1,0,benign,benign
2,9,1,475,1,0,benign,benign
2,9,1,326,0.8,0.2,benign,malignant
2,9,1,540,1,0,benign,benign
2,9,1,482,0,1,malignant,malignant
2,9,1,16,1,0,benign,benign
2,9,1,495,1,0,benign,benign
2,9,1,594,0.1,0.9,malignant,malignant
2,9,1,443,1,0,benign,benign
2,9,1,410,1,0,benign,benign
2,9,1,20,0.5,0.5,benign,malignant
2,9,1,396,1,0,benign,benign
2,9,1,69,1,0,benign,benign
2,9,1,523,0,1,malignant,malignant
2,9,1,388,1,0,benign,benign
2,9,1,194,1,0,benign,benign
2,9,1,63,0.1,0.9,malignant,malignant
2,9,1,216,1,0,benign,benign
2,9,1,365,1,0,benign,benign
2,9,1,267,0.3,0.7,malignant,malignant
2,9,1,676,1,0,benign,benign
2,9,1,672,1,0,benign,benign
2,9,1,210,0,1,malignant,malignant
2,9,1,538,1,0,benign,benign
2,9,1,518,1,0,benign,benign
2,9,1,87,0.3,0.7,malignant,malignant
2,9,1,557,1,0,benign,benign
2,9,1,575,1,0,benign,benign
2,9,1,227,0,1,malignant,malignant
2,9,1,490,1,0,benign,benign
2,9,1,556,1,0,benign,benign
2,9,1,286,0,1,malignant,malignant
2,9,1,500,0.9,0.1,benign,benign
2,9,1,284,0.1,0.9,malignant,malignant
2,9,1,203,1,0,benign,benign
2,9,1,276,1,0,benign,benign
2,9,1,670,0,1,malignant,malignant
2,9,1,154,1,0,benign,benign
2,9,1,520,1,0,benign,benign
2,9,1,681,0,1,malignant,malignant
2,9,1,447,1,0,benign,benign
2,9,1,598,1,0,benign,benign
2,9,1,71,0.4,0.6,malignant,malignant
2,9,1,684,1,0,benign,benign
2,9,1,673,0.9,0.1,benign,benign
2,9,1,253,0.1,0.9,malignant,malignant
2,9,1,377,1,0,benign,benign
2,9,1,536,1,0,benign,benign
2,9,1,214,0,1,malignant,malignant
2,9,1,555,0.9,0.1,benign,benign
2,9,1,368,1,0,benign,benign
2,9,1,57,0,1,malignant,malignant
2,9,1,37,0.9,0.1,benign,benign
2,9,1,7,1,0,benign,benign
2,9,1,449,0,1,malignant,malignant
2,9,1,583,1,0,benign,benign
2,9,1,566,1,0,benign,benign
2,9,1,175,0,1,malignant,malignant
2,9,1,207,1,0,benign,benign
2,9,1,431,0.8,0.2,benign,benign
2,9,1,59,0,1,malignant,malignant
2,9,1,81,1,0,benign,benign
2,9,2,51,0.143939,0.856061,malignant,malignant
2,9,2,622,0.9,0.1,benign,benign
2,9,2,595,1,0,benign,benign
2,9,2,605,0,1,malignant,malignant
2,9,2,363,0.268939,0.731061,malignant,benign
2,9,2,91,1,0,benign,benign
2,9,2,5,0.1,0.9,malignant,malignant
2,9,2,606,1,0,benign,benign
2,9,2,475,1,0,benign,benign
2,9,2,326,0.7,0.3,benign,malignant
2,9,2,540,1,0,benign,benign
2,9,2,482,0.1,0.9,malignant,malignant
2,9,2,16,1,0,benign,benign
2,9,2,495,1,0,benign,benign
2,9,2,594,0.043939,0.956061,malignant,malignant
2,9,2,443,1,0,benign,benign
2,9,2,410,1,0,benign,benign
2,9,2,20,0.3,0.7,malignant,malignant
2,9,2,396,1,0,benign,benign
2,9,2,69,1,0,benign,benign
2,9,2,523,0,1,malignant,malignant
2,9,2,388,1,0,benign,benign
2,9,2,194,1,0,benign,benign
2,9,2,63,0.343939,0.656061,malignant,malignant
2,9,2,216,1,0,benign,benign
2,9,2,365,1,0,benign,benign
2,9,2,267,0.143939,0.856061,malignant,malignant
2,9,2,676,1,0,benign,benign
2,9,2,672,1,0,benign,benign
2,9,2,210,0.1,0.9,malignant,malignant
2,9,2,538,1,0,benign,benign
2,9,2,518,1,0,benign,benign
2,9,2,87,0.043939,0.956061,malignant,malignant
2,9,2,557,1,0,benign,benign
2,9,2,575,1,0,benign,benign
2,9,2,227,0,1,malignant,malignant
2,9,2,490,1,0,benign,benign
2,9,2,556,1,0,benign,benign
2,9,2,286,0.1,0.9,malignant,malignant
2,9,2,500,1,0,benign,benign
2,9,2,284,0.1,0.9,malignant,malignant
2,9,2,203,1,0,benign,benign
2,9,2,276,1,0,benign,benign
2,9,2,670,0,1,malignant,malignant
2,9,2,154,1,0,benign,benign
2,9,2,520,1,0,benign,benign
2,9,2,681,0.225904,0.774096,malignant,malignant
2,9,2,447,1,0,benign,benign
2,9,2,598,1,0,benign,benign
2,9,2,71,0.643939,0.356061,benign,malignant
2,9,2,684,1,0,benign,benign
2,9,2,673,1,0,benign,benign
2,9,2,253,0.1,0.9,malignant,malignant
2,9,2,377,1,0,benign,benign
2,9,2,536,1,0,benign,benign
2,9,2,214,0.1,0.9,malignant,malignant
2,9,2,555,0.9,0.1,benign,benign
2,9,2,368,1,0,benign,benign
2,9,2,57,0.4,0.6,malignant,malignant
2,9,2,37,1,0,benign,benign
2,9,2,7,1,0,benign,benign
2,9,2,449,0,1,malignant,malignant
2,9,2,583,1,0,benign,benign
2,9,2,566,1,0,benign,benign
2,9,2,175,0.1,0.9,malignant,malignant
2,9,2,207,1,0,benign,benign
2,9,2,431,0.9,0.1,benign,benign
2,9,2,59,0.466667,0.533333,malignant,malignant
2,9,2,81,1,0,benign,benign
2,9,3,51,0.6,0.4,benign,malignant
2,9,3,622,0.8,0.2,benign,benign
2,9,3,595,1,0,benign,benign
2,9,3,605,0.1,0.9,malignant,malignant
2,9,3,363,0.3,0.7,malignant,benign
2,9,3,91,1,0,benign,benign
2,9,3,5,0,1,malignant,malignant
2,9,3,606,1,0,benign,benign
2,9,3,475,1,0,benign,benign
2,9,3,326,0.1096,0.8904,malignant,malignant
2,9,3,540,1,0,benign,benign
2,9,3,482,0.1,0.9,malignant,malignant
2,9,3,16,1,0,benign,benign
2,9,3,495,1,0,benign,benign
2,9,3,594,0,1,malignant,malignant
2,9,3,443,1,0,benign,benign
2,9,3,410,1,0,benign,benign
2,9,3,20,0.1,0.9,malignant,malignant
2,9,3,396,1,0,benign,benign
2,9,3,69,1,0,benign,benign
2,9,3,523,0.1,0.9,malignant,malignant
2,9,3,388,1,0,benign,benign
2,9,3,194,1,0,benign,benign
2,9,3,63,0.4,0.6,malignant,malignant
2,9,3,216,1,0,benign,benign
2,9,3,365,1,0,benign,benign
2,9,3,267,0.3096,0.6904,malignant,malignant
2,9,3,676,1,0,benign,benign
2,9,3,672,1,0,benign,benign
2,9,3,210,0.1,0.9,malignant,malignant
2,9,3,538,1,0,benign,benign
2,9,3,518,1,0,benign,benign
2,9,3,87,0.2,0.8,malignant,malignant
2,9,3,557,1,0,benign,benign
2,9,3,575,1,0,benign,benign
2,9,3,227,0,1,malignant,malignant
2,9,3,490,1,0,benign,benign
2,9,3,556,1,0,benign,benign
2,9,3,286,0.1,0.9,malignant,malignant
2,9,3,500,1,0,benign,benign
2,9,3,284,0.3,0.7,malignant,malignant
2,9,3,203,1,0,benign,benign
2,9,3,276,1,0,benign,benign
2,9,3,670,0,1,malignant,malignant
2,9,3,154,1,0,benign,benign
2,9,3,520,1,0,benign,benign
2,9,3,681,0,1,malignant,malignant
2,9,3,447,1,0,benign,benign
2,9,3,598,1,0,benign,benign
2,9,3,71,0.6,0.4,benign,malignant
2,9,3,684,1,0,benign,benign
2,9,3,673,1,0,benign,benign
2,9,3,253,0.1,0.9,malignant,malignant
2,9,3,377,1,0,benign,benign
2,9,3,536,1,0,benign,benign
2,9,3,214,0,1,malignant,malignant
2,9,3,555,1,0,benign,benign
2,9,3,368,1,0,benign,benign
2,9,3,57,0.7,0.3,benign,malignant
2,9,3,37,1,0,benign,benign
2,9,3,7,1,0,benign,benign
2,9,3,449,0,1,malignant,malignant
2,9,3,583,1,0,benign,benign
2,9,3,566,1,0,benign,benign
2,9,3,175,0,1,malignant,malignant
2,9,3,207,1,0,benign,benign
2,9,3,431,1,0,benign,benign
2,9,3,59,0,1,malignant,malignant
2,9,3,81,1,0,benign,benign
2,9,4,51,0.4,0.6,malignant,malignant
2,9,4,622,0.5,0.5,benign,benign
2,9,4,595,1,0,benign,benign
2,9,4,605,0.3,0.7,malignant,malignant
2,9,4,363,0.6,0.4,benign,benign
2,9,4,91,1,0,benign,benign
2,9,4,5,0,1,malignant,malignant
2,9,4,606,1,0,benign,benign
2,9,4,475,1,0,benign,benign
2,9,4,326,0.4,0.6,malignant,malignant
2,9,4,540,1,0,benign,benign
2,9,4,482,0,1,malignant,malignant
2,9,4,16,1,0,benign,benign
2,9,4,495,1,0,benign,benign
2,9,4,594,0,1,malignant,malignant
2,9,4,443,1,0,benign,benign
2,9,4,410,1,0,benign,benign
2,9,4,20,0,1,malignant,malignant
2,9,4,396,1,0,benign,benign
2,9,4,69,1,0,benign,benign
2,9,4,523,0,1,malignant,malignant
2,9,4,388,1,0,benign,benign
2,9,4,194,1,0,benign,benign
2,9,4,63,0.5,0.5,benign,malignant
2,9,4,216,1,0,benign,benign
2,9,4,365,1,0,benign,benign
2,9,4,267,0,1,malignant,malignant
2,9,4,676,1,0,benign,benign
2,9,4,672,1,0,benign,benign
2,9,4,210,0,1,malignant,malignant
2,9,4,538,1,0,benign,benign
2,9,4,518,1,0,benign,benign
2,9,4,87,0.228571,0.771429,malignant,malignant
2,9,4,557,1,0,benign,benign
2,9,4,575,1,0,benign,benign
2,9,4,227,0,1,malignant,malignant
2,9,4,490,1,0,benign,benign
2,9,4,556,1,0,benign,benign
2,9,4,286,0,1,malignant,malignant
2,9,4,500,0.9,0.1,benign,benign
2,9,4,284,0,1,malignant,malignant
2,9,4,203,1,0,benign,benign
2,9,4,276,1,0,benign,benign
2,9,4,670,0.1,0.9,malignant,malignant
2,9,4,154,1,0,benign,benign
2,9,4,520,1,0,benign,benign
2,9,4,681,0,1,malignant,malignant
2,9,4,447,1,0,benign,benign
2,9,4,598,1,0,benign,benign
2,9,4,71,0.3,0.7,malignant,malignant
2,9,4,684,1,0,benign,benign
2,9,4,673,0.9,0.1,benign,benign
2,9,4,253,0,1,malignant,malignant
2,9,4,377,1,0,benign,benign
2,9,4,536,1,0,benign,benign
2,9,4,214,0,1,malignant,malignant
2,9,4,555,0.8,0.2,benign,benign
2,9,4,368,1,0,benign,benign
2,9,4,57,0.3,0.7,malignant,malignant
2,9,4,37,0.9,0.1,benign,benign
2,9,4,7,1,0,benign,benign
2,9,4,449,0.1,0.9,malignant,malignant
2,9,4,583,1,0,benign,benign
2,9,4,566,1,0,benign,benign
2,9,4,175,0,1,malignant,malignant
2,9,4,207,1,0,benign,benign
2,9,4,431,0.9,0.1,benign,benign
2,9,4,59,0.1,0.9,malignant,malignant
2,9,4,81,1,0,benign,benign
2,9,5,51,0.2,0.8,malignant,malignant
2,9,5,622,1,0,benign,benign
2,9,5,595,1,0,benign,benign
2,9,5,605,0,1,malignant,malignant
2,9,5,363,0.642997,0.357003,benign,benign
2,9,5,91,1,0,benign,benign
2,9,5,5,0,1,malignant,malignant
2,9,5,606,1,0,benign,benign
2,9,5,475,1,0,benign,benign
2,9,5,326,0.4,0.6,malignant,malignant
2,9,5,540,1,0,benign,benign
2,9,5,482,0,1,malignant,malignant
2,9,5,16,1,0,benign,benign
2,9,5,495,1,0,benign,benign
2,9,5,594,0,1,malignant,malignant
2,9,5,443,1,0,benign,benign
2,9,5,410,1,0,benign,benign
2,9,5,20,0.1,0.9,malignant,malignant
2,9,5,396,1,0,benign,benign
2,9,5,69,1,0,benign,benign
2,9,5,523,0.1,0.9,malignant,malignant
2,9,5,388,1,0,benign,benign
2,9,5,194,1,0,benign,benign
2,9,5,63,0.7,0.3,benign,malignant
2,9,5,216,1,0,benign,benign
2,9,5,365,1,0,benign,benign
2,9,5,267,0,1,malignant,malignant
2,9,5,676,1,0,benign,benign
2,9,5,672,1,0,benign,benign
2,9,5,210,0,1,malignant,malignant
2,9,5,538,1,0,benign,benign
2,9,5,518,1,0,benign,benign
2,9,5,87,0,1,malignant,malignant
2,9,5,557,1,0,benign,benign
2,9,5,575,1,0,benign,benign
2,9,5,227,0,1,malignant,malignant
2,9,5,490,1,0,benign,benign
2,9,5,556,1,0,benign,benign
2,9,5,286,0,1,malignant,malignant
2,9,5,500,1,0,benign,benign
2,9,5,284,0.1,0.9,malignant,malignant
2,9,5,203,1,0,benign,benign
2,9,5,276,1,0,benign,benign
2,9,5,670,0,1,malignant,malignant
2,9,5,154,1,0,benign,benign
2,9,5,520,1,0,benign,benign
2,9,5,681,0,1,malignant,malignant
2,9,5,447,1,0,benign,benign
2,9,5,598,1,0,benign,benign
2,9,5,71,0.3,0.7,malignant,malignant
2,9,5,684,1,0,benign,benign
2,9,5,673,1,0,benign,benign
2,9,5,253,0,1,malignant,malignant
2,9,5,377,1,0,benign,benign
2,9,5,536,1,0,benign,benign
2,9,5,214,0,1,malignant,malignant
2,9,5,555,0.8,0.2,benign,benign
2,9,5,368,1,0,benign,benign
2,9,5,57,0.6,0.4,benign,malignant
2,9,5,37,0.9,0.1,benign,benign
2,9,5,7,1,0,benign,benign
2,9,5,449,0,1,malignant,malignant
2,9,5,583,1,0,benign,benign
2,9,5,566,1,0,benign,benign
2,9,5,175,0,1,malignant,malignant
2,9,5,207,1,0,benign,benign
2,9,5,431,1,0,benign,benign
2,9,5,59,0.5,0.5,benign,malignant
2,9,5,81,1,0,benign,benign
2,9,6,51,0.2,0.8,malignant,malignant
2,9,6,622,1,0,benign,benign
2,9,6,595,1,0,benign,benign
2,9,6,605,0,1,malignant,malignant
2,9,6,363,0.4,0.6,malignant,benign
2,9,6,91,1,0,benign,benign
2,9,6,5,0,1,malignant,malignant
2,9,6,606,1,0,benign,benign
2,9,6,475,1,0,benign,benign
2,9,6,326,0.604835,0.395165,benign,malignant
2,9,6,540,1,0,benign,benign
2,9,6,482,0,1,malignant,malignant
2,9,6,16,1,0,benign,benign
2,9,6,495,1,0,benign,benign
2,9,6,594,0,1,malignant,malignant
2,9,6,443,1,0,benign,benign
2,9,6,410,1,0,benign,benign
2,9,6,20,0.1,0.9,malignant,malignant
2,9,6,396,1,0,benign,benign
2,9,6,69,1,0,benign,benign
2,9,6,523,0,1,malignant,malignant
2,9,6,388,1,0,benign,benign
2,9,6,194,1,0,benign,benign
2,9,6,63,0.6,0.4,benign,malignant
2,9,6,216,1,0,benign,benign
2,9,6,365,1,0,benign,benign
2,9,6,267,0.2,0.8,malignant,malignant
2,9,6,676,1,0,benign,benign
2,9,6,672,1,0,benign,benign
2,9,6,210,0,1,malignant,malignant
2,9,6,538,1,0,benign,benign
2,9,6,518,1,0,benign,benign
2,9,6,87,0,1,malignant,malignant
2,9,6,557,1,0,benign,benign
2,9,6,575,1,0,benign,benign
2,9,6,227,0,1,malignant,malignant
2,9,6,490,1,0,benign,benign
2,9,6,556,1,0,benign,benign
2,9,6,286,0,1,malignant,malignant
2,9,6,500,1,0,benign,benign
2,9,6,284,0.3,0.7,malignant,malignant
2,9,6,203,1,0,benign,benign
2,9,6,276,1,0,benign,benign
2,9,6,670,0.2,0.8,malignant,malignant
2,9,6,154,1,0,benign,benign
2,9,6,520,1,0,benign,benign
2,9,6,681,0,1,malignant,malignant
2,9,6,447,1,0,benign,benign
2,9,6,598,1,0,benign,benign
2,9,6,71,0.5,0.5,malignant,malignant
2,9,6,684,1,0,benign,benign
2,9,6,673,1,0,benign,benign
2,9,6,253,0,1,malignant,malignant
2,9,6,377,1,0,benign,benign
2,9,6,536,1,0,benign,benign
2,9,6,214,0,1,malignant,malignant
2,9,6,555,0.6,0.4,benign,benign
2,9,6,368,1,0,benign,benign
2,9,6,57,0.5,0.5,benign,malignant
2,9,6,37,1,0,benign,benign
2,9,6,7,1,0,benign,benign
2,9,6,449,0.1,0.9,malignant,malignant
2,9,6,583,1,0,benign,benign
2,9,6,566,1,0,benign,benign
2,9,6,175,0.1,0.9,malignant,malignant
2,9,6,207,1,0,benign,benign
2,9,6,431,1,0,benign,benign
2,9,6,59,0.220532,0.779468,malignant,malignant
2,9,6,81,1,0,benign,benign
2,9,7,51,0.419521,0.580479,malignant,malignant
2,9,7,622,0.9,0.1,benign,benign
2,9,7,595,1,0,benign,benign
2,9,7,605,0,1,malignant,malignant
2,9,7,363,0.417186,0.582814,malignant,benign
2,9,7,91,1,0,benign,benign
2,9,7,5,0,1,malignant,malignant
2,9,7,606,1,0,benign,benign
2,9,7,475,1,0,benign,benign
2,9,7,326,0.2,0.8,malignant,malignant
2,9,7,540,1,0,benign,benign
2,9,7,482,0,1,malignant,malignant
2,9,7,16,1,0,benign,benign
2,9,7,495,1,0,benign,benign
2,9,7,594,0,1,malignant,malignant
2,9,7,443,1,0,benign,benign
2,9,7,410,1,0,benign,benign
2,9,7,20,0,1,malignant,malignant
2,9,7,396,1,0,benign,benign
2,9,7,69,1,0,benign,benign
2,9,7,523,0.1,0.9,malignant,malignant
2,9,7,388,1,0,benign,benign
2,9,7,194,1,0,benign,benign
2,9,7,63,0.7,0.3,benign,malignant
2,9,7,216,1,0,benign,benign
2,9,7,365,1,0,benign,benign
2,9,7,267,0.2,0.8,malignant,malignant
2,9,7,676,1,0,benign,benign
2,9,7,672,1,0,benign,benign
2,9,7,210,0,1,malignant,malignant
2,9,7,538,1,0,benign,benign
2,9,7,518,1,0,benign,benign
2,9,7,87,0.3,0.7,malignant,malignant
2,9,7,557,1,0,benign,benign
2,9,7,575,1,0,benign,benign
2,9,7,227,0,1,malignant,malignant
2,9,7,490,1,0,benign,benign
2,9,7,556,1,0,benign,benign
2,9,7,286,0,1,malignant,malignant
2,9,7,500,1,0,benign,benign
2,9,7,284,0.1,0.9,malignant,malignant
2,9,7,203,1,0,benign,benign
2,9,7,276,1,0,benign,benign
2,9,7,670,0.1,0.9,malignant,malignant
2,9,7,154,1,0,benign,benign
2,9,7,520,1,0,benign,benign
2,9,7,681,0,1,malignant,malignant
2,9,7,447,1,0,benign,benign
2,9,7,598,1,0,benign,benign
2,9,7,71,0.5,0.5,benign,malignant
2,9,7,684,1,0,benign,benign
2,9,7,673,1,0,benign,benign
2,9,7,253,0,1,malignant,malignant
2,9,7,377,1,0,benign,benign
2,9,7,536,1,0,benign,benign
2,9,7,214,0,1,malignant,malignant
2,9,7,555,0.7,0.3,benign,benign
2,9,7,368,1,0,benign,benign
2,9,7,57,0.2,0.8,malignant,malignant
2,9,7,37,0.6,0.4,benign,benign
2,9,7,7,1,0,benign,benign
2,9,7,449,0,1,malignant,malignant
2,9,7,583,1,0,benign,benign
2,9,7,566,1,0,benign,benign
2,9,7,175,0.1,0.9,malignant,malignant
2,9,7,207,1,0,benign,benign
2,9,7,431,1,0,benign,benign
2,9,7,59,0,1,malignant,malignant
2,9,7,81,1,0,benign,benign
3,0,0,398,1,0,benign,benign
3,0,0,57,0.5,0.5,benign,malignant
3,0,0,474,1,0,benign,benign
3,0,0,99,0,1,malignant,malignant
3,0,0,652,1,0,benign,benign
3,0,0,644,1,0,benign,benign
3,0,0,670,0,1,malignant,malignant
3,0,0,303,1,0,benign,benign
3,0,0,189,1,0,benign,benign
3,0,0,285,0,1,malignant,malignant
3,0,0,318,1,0,benign,benign
3,0,0,575,1,0,benign,benign
3,0,0,160,0,1,malignant,malignant
3,0,0,477,1,0,benign,benign
3,0,0,494,1,0,benign,benign
3,0,0,270,0.1,0.9,malignant,malignant
3,0,0,496,1,0,benign,benign
3,0,0,388,1,0,benign,benign
3,0,0,205,0,1,malignant,malignant
3,0,0,327,1,0,benign,benign
3,0,0,675,0.9,0.1,benign,benign
3,0,0,300,0.1,0.9,malignant,malignant
3,0,0,241,1,0,benign,benign
3,0,0,108,0.9,0.1,benign,benign
3,0,0,132,0,1,malignant,malignant
3,0,0,148,0.8,0.2,benign,benign
3,0,0,645,1,0,benign,benign
3,0,0,230,0,1,malignant,malignant
3,0,0,250,1,0,benign,benign
3,0,0,629,1,0,benign,benign
3,0,0,117,0,1,malignant,malignant
3,0,0,485,1,0,benign,benign
3,0,0,391,0,1,malignant,malignant
3,0,0,40,0.072581,0.927419,malignant,benign
3,0,0,420,0.9,0.1,benign,benign
3,0,0,482,0,1,malignant,malignant
3,0,0,116,0.6,0.4,benign,benign
3,0,0,557,1,0,benign,benign
3,0,0,326,0.6,0.4,benign,malignant
3,0,0,120,1,0,benign,benign
3,0,0,26,1,0,benign,benign
3,0,0,588,0,1,malignant,malignant
3,0,0,655,1,0,benign,benign
3,0,0,269,1,0,benign,benign
3,0,0,159,0,1,malignant,malignant
3,0,0,368,1,0,benign,benign
3,0,0,34,1,0,benign,benign
3,0,0,46,0,1,malignant,malignant
3,0,0,673,0.8,0.2,benign,benign
3,0,0,369,1,0,benign,benign
3,0,0,605,0,1,malignant,malignant
3,0,0,631,1,0,benign,benign
3,0,0,468,1,0,benign,benign
3,0,0,215,0,1,malignant,malignant
3,0,0,154,1,0,benign,benign
3,0,0,433,1,0,benign,benign
3,0,0,416,0,1,malignant,malignant
3,0,0,235,0.9,0.1,benign,benign
3,0,0,649,1,0,benign,benign
3,0,0,226,0,1,malignant,malignant
3,0,0,560,1,0,benign,benign
3,0,0,483,0,1,malignant,malignant
3,0,0,76,0.9,0.1,benign,benign
3,0,0,480,1,0,benign,benign
3,0,0,211,0,1,malignant,malignant
3,0,0,417,1,0,benign,benign
3,0,0,395,1,0,benign,benign
3,0,0,608,0.1,0.9,malignant,malignant
3,0,0,161,1,0,benign,benign
3,0,0,693,0.9,0.1,benign,benign
3,0,1,398,1,0,benign,benign
3,0,1,57,0.1,0.9,malignant,malignant
3,0,1,474,1,0,benign,benign
3,0,1,99,0,1,malignant,malignant
3,0,1,652,1,0,benign,benign
3,0,1,644,1,0,benign,benign
3,0,1,670,0.1,0.9,malignant,malignant
3,0,1,303,1,0,benign,benign
3,0,1,189,1,0,benign,benign
3,0,1,285,0,1,malignant,malignant
3,0,1,318,0.9,0.1,benign,benign
3,0,1,575,1,0,benign,benign
3,0,1,160,0,1,malignant,malignant
3,0,1,477,1,0,benign,benign
3,0,1,494,0.8,0.2,benign,benign
3,0,1,270,0.1,0.9,malignant,malignant
3,0,1,496,1,0,benign,benign
3,0,1,388,1,0,benign,benign
3,0,1,205,0.1,0.9,malignant,malignant
3,0,1,327,1,0,benign,benign
3,0,1,675,1,0,benign,benign
3,0,1,300,0,1,malignant,malignant
3,0,1,241,0.9,0.1,benign,benign
3,0,1,108,1,0,benign,benign
3,0,1,132,0.2,0.8,malignant,malignant
3,0,1,148,0.7,0.3,benign,benign
3,0,1,645,1,0,benign,benign
3,0,1,230,0,1,malignant,malignant
3,0,1,250,1,0,benign,benign
3,0,1,629,1,0,benign,benign
3,0,1,117,0,1,malignant,malignant
3,0,1,485,1,0,benign,benign
3,0,1,391,0,1,malignant,malignant
3,0,1,40,0,1,malignant,benign
3,0,1,420,0.6,0.4,benign,benign
3,0,1,482,0,1,malignant,malignant
3,0,1,116,0.4,0.6,malignant,benign
3,0,1,557,0.9,0.1,benign,benign
3,0,1,326,0.6,0.4,benign,malignant
3,0,1,120,1,0,benign,benign
3,0,1,26,1,0,benign,benign
3,0,1,588,0,1,malignant,malignant
3,0,1,655,1,0,benign,benign
3,0,1,269,1,0,benign,benign
3,0,1,159,0,1,malignant,malignant
3,0,1,368,1,0,benign,benign
3,0,1,34,1,0,benign,benign
3,0,1,46,0.2,0.8,malignant,malignant
3,0,1,673,0.9,0.1,benign,benign
3,0,1,369,1,0,benign,benign
3,0,1,605,0,1,malignant,malignant
3,0,1,631,1,0,benign,benign
3,0,1,468,1,0,benign,benign
3,0,1,215,0,1,malignant,malignant
3,0,1,154,1,0,benign,benign
3,0,1,433,0.9,0.1,benign,benign
3,0,1,416,0.1,0.9,malignant,malignant
3,0,1,235,0.917647,0.082353,benign,benign
3,0,1,649,1,0,benign,benign
3,0,1,226,0,1,malignant,malignant
3,0,1,560,1,0,benign,benign
3,0,1,483,0,1,malignant,malignant
3,0,1,76,1,0,benign,benign
3,0,1,480,1,0,benign,benign
3,0,1,211,0,1,malignant,malignant
3,0,1,417,1,0,benign,benign
3,0,1,395,1,0,benign,benign
3,0,1,608,0.1,0.9,malignant,malignant
3,0,1,161,1,0,benign,benign
3,0,1,693,1,0,benign,benign
3,0,2,398,1,0,benign,benign
3,0,2,57,0,1,malignant,malignant
3,0,2,474,1,0,benign,benign
3,0,2,99,0,1,malignant,malignant
3,0,2,652,1,0,benign,benign
3,0,2,644,1,0,benign,benign
3,0,2,670,0,1,malignant,malignant
3,0,2,303,1,0,benign,benign
3,0,2,189,0.8,0.2,benign,benign
3,0,2,285,0.1,0.9,malignant,malignant
3,0,2,318,1,0,benign,benign
3,0,2,575,1,0,benign,benign
3,0,2,160,0.1,0.9,malignant,malignant
3,0,2,477,1,0,benign,benign
3,0,2,494,1,0,benign,benign
3,0,2,270,0.2,0.8,malignant,malignant
3,0,2,496,1,0,benign,benign
3,0,2,388,1,0,benign,benign
3,0,2,205,0,1,malignant,malignant
3,0,2,327,1,0,benign,benign
3,0,2,675,1,0,benign,benign
3,0,2,300,0,1,malignant,malignant
3,0,2,241,1,0,benign,benign
3,0,2,108,1,0,benign,benign
3,0,2,132,0,1,malignant,malignant
3,0,2,148,1,0,benign,benign
3,0,2,645,1,0,benign,benign
3,0,2,230,0,1,malignant,malignant
3,0,2,250,1,0,benign,benign
3,0,2,629,1,0,benign,benign
3,0,2,117,0,1,malignant,malignant
3,0,2,485,1,0,benign,benign
3,0,2,391,0,1,malignant,malignant
3,0,2,40,0.062992,0.937008,malignant,benign
3,0,2,420,1,0,benign,benign
3,0,2,482,0,1,malignant,malignant
3,0,2,116,0.3,0.7,malignant,benign
3,0,2,557,1,0,benign,benign
3,0,2,326,0.8,0.2,benign,malignant
3,0,2,120,1,0,benign,benign
3,0,2,26,1,0,benign,benign
3,0,2,588,0.2,0.8,malignant,malignant
3,0,2,655,1,0,benign,benign
3,0,2,269,1,0,benign,benign
3,0,2,159,0,1,malignant,malignant
3,0,2,368,1,0,benign,benign
3,0,2,34,1,0,benign,benign
3,0,2,46,0,1,malignant,malignant
3,0,2,673,1,0,benign,benign
3,0,2,369,1,0,benign,benign
3,0,2,605,0,1,malignant,malignant
3,0,2,631,1,0,benign,benign
3,0,2,468,1,0,benign,benign
3,0,2,215,0,1,malignant,malignant
3,0,2,154,1,0,benign,benign
3,0,2,433,1,0,benign,benign
3,0,2,416,0,1,malignant,malignant
3,0,2,235,0.862813,0.137188,benign,benign
3,0,2,649,1,0,benign,benign
3,0,2,226,0,1,malignant,malignant
3,0,2,560,1,0,benign,benign
3,0,2,483,0,1,malignant,malignant
3,0,2,76,1,0,benign,benign
3,0,2,480,1,0,benign,benign
3,0,2,211,0.1,0.9,malignant,malignant
3,0,2,417,1,0,benign,benign
3,0,2,395,1,0,benign,benign
3,0,2,608,0,1,malignant,malignant
3,0,2,161,1,0,benign,benign
3,0,2,693,1,0,benign,benign
3,0,3,398,1,0,benign,benign
3,0,3,57,0.8,0.2,benign,malignant
3,0,3,474,1,0,benign,benign
3,0,3,99,0,1,malignant,malignant
3,0,3,652,1,0,benign,benign
3,0,3,644,1,0,benign,benign
3,0,3,670,0.1,0.9,malignant,malignant
3,0,3,303,1,0,benign,benign
3,0,3,189,1,0,benign,benign
3,0,3,285,0,1,malignant,malignant
3,0,3,318,1,0,benign,benign
3,0,3,575,1,0,benign,benign
3,0,3,160,0,1,malignant,malignant
3,0,3,477,1,0,benign,benign
3,0,3,494,0.8,0.2,benign,benign
3,0,3,270,0.1,0.9,malignant,malignant
3,0,3,496,1,0,benign,benign
3,0,3,388,1,0,benign,benign
3,0,3,205,0,1,malignant,malignant
3,0,3,327,1,0,benign,benign
3,0,3,675,0.8,0.2,benign,benign
3,0,3,300,0,1,malignant,malignant
3,0,3,241,1,0,benign,benign
3,0,3,108,1,0,benign,benign
3,0,3,132,0.3,0.7,malignant,malignant
3,0,3,148,1,0,benign,benign
3,0,3,645,1,0,benign,benign
3,0,3,230,0,1,malignant,malignant
3,0,3,250,1,0,benign,benign
3,0,3,629,1,0,benign,benign
3,0,3,117,0.1,0.9,malignant,malignant
3,0,3,485,0.9,0.1,benign,benign
3,0,3,391,0,1,malignant,malignant
3,0,3,40,0.062147,0.937853,malignant,benign
3,0,3,420,0.9,0.1,benign,benign
3,0,3,482,0,1,malignant,malignant
3,0,3,116,0.6,0.4,benign,benign
3,0,3,557,1,0,benign,benign
3,0,3,326,0.5,0.5,benign,malignant
3,0,3,120,1,0,benign,benign
3,0,3,26,1,0,benign,benign
3,0,3,588,0.1,0.9,malignant,malignant
3,0,3,655,1,0,benign,benign
3,0,3,269,1,0,benign,benign
3,0,3,159,0,1,malignant,malignant
3,0,3,368,1,0,benign,benign
3,0,3,34,1,0,benign,benign
3,0,3,46,0.1,0.9,malignant,malignant
3,0,3,673,0.9,0.1,benign,benign
3,0,3,369,1,0,benign,benign
3,0,3,605,0,1,malignant,malignant
3,0,3,631,1,0,benign,benign
3,0,3,468,1,0,benign,benign
3,0,3,215,0,1,malignant,malignant
3,0,3,154,1,0,benign,benign
3,0,3,433,1,0,benign,benign
3,0,3,416,0,1,malignant,malignant
3,0,3,235,0.780347,0.219653,benign,benign
3,0,3,649,1,0,benign,benign
3,0,3,226,0,1,malignant,malignant
3,0,3,560,1,0,benign,benign
3,0,3,483,0,1,malignant,malignant
3,0,3,76,0.8,0.2,benign,benign
3,0,3,480,1,0,benign,benign
3,0,3,211,0,1,malignant,malignant
3,0,3,417,1,0,benign,benign
3,0,3,395,1,0,benign,benign
3,0,3,608,0.1,0.9,malignant,malignant
3,0,3,161,1,0,benign,benign
3,0,3,693,1,0,benign,benign
3,0,4,398,1,0,benign,benign
3,0,4,57,0.4,0.6,malignant,malignant
3,0,4,474,1,0,benign,benign
3,0,4,99,0,1,malignant,malignant
3,0,4,652,1,0,benign,benign
3,0,4,644,1,0,benign,benign
3,0,4,670,0,1,malignant,malignant
3,0,4,303,1,0,benign,benign
3,0,4,189,1,0,benign,benign
3,0,4,285,0,1,malignant,malignant
3,0,4,318,1,0,benign,benign
3,0,4,575,1,0,benign,benign
3,0,4,160,0,1,malignant,malignant
3,0,4,477,1,0,benign,benign
3,0,4,494,0.9,0.1,benign,benign
3,0,4,270,0.2,0.8,malignant,malignant
3,0,4,496,1,0,benign,benign
3,0,4,388,1,0,benign,benign
3,0,4,205,0,1,malignant,malignant
3,0,4,327,1,0,benign,benign
3,0,4,675,1,0,benign,benign
3,0,4,300,0.1,0.9,malignant,malignant
3,0,4,241,1,0,benign,benign
3,0,4,108,1,0,benign,benign
3,0,4,132,0,1,malignant,malignant
3,0,4,148,1,0,benign,benign
3,0,4,645,1,0,benign,benign
3,0,4,230,0,1,malignant,malignant
3,0,4,250,1,0,benign,benign
3,0,4,629,1,0,benign,benign
3,0,4,117,0.2,0.8,malignant,malignant
3,0,4,485,1,0,benign,benign
3,0,4,391,0,1,malignant,malignant
3,0,4,40,0.070628,0.929372,malignant,benign
3,0,4,420,1,0,benign,benign
3,0,4,482,0,1,malignant,malignant
3,0,4,116,0.5,0.5,benign,benign
3,0,4,557,1,0,benign,benign
3,0,4,326,0.7,0.3,benign,malignant
3,0,4,120,1,0,benign,benign
3,0,4,26,1,0,benign,benign
3,0,4,588,0.2,0.8,malignant,malignant
3,0,4,655,1,0,benign,benign
3,0,4,269,1,0,benign,benign
3,0,4,159,0,1,malignant,malignant
3,0,4,368,1,0,benign,benign
3,0,4,34,1,0,benign,benign
3,0,4,46,0,1,malignant,malignant
3,0,4,673,1,0,benign,benign
3,0,4,369,1,0,benign,benign
3,0,4,605,0,1,malignant,malignant
3,0,4,631,1,0,benign,benign
3,0,4,468,1,0,benign,benign
3,0,4,215,0,1,malignant,malignant
3,0,4,154,1,0,benign,benign
3,0,4,433,1,0,benign,benign
3,0,4,416,0,1,malignant,malignant
3,0,4,235,0.846814,0.153186,benign,benign
3,0,4,649,1,0,benign,benign
3,0,4,226,0,1,malignant,malignant
3,0,4,560,1,0,benign,benign
3,0,4,483,0,1,malignant,malignant
3,0,4,76,1,0,benign,benign
3,0,4,480,1,0,benign,benign
3,0,4,211,0,1,malignant,malignant
3,0,4,417,1,0,benign,benign
3,0,4,395,1,0,benign,benign
3,0,4,608,0,1,malignant,malignant
3,0,4,161,1,0,benign,benign
3,0,4,693,1,0,benign,benign
3,0,5,398,1,0,benign,benign
3,0,5,57,0.2,0.8,malignant,malignant
3,0,5,474,1,0,benign,benign
3,0,5,99,0,1,malignant,malignant
3,0,5,652,1,0,benign,benign
3,0,5,644,1,0,benign,benign
3,0,5,670,0.1,0.9,malignant,malignant
3,0,5,303,1,0,benign,benign
3,0,5,189,1,0,benign,benign
3,0,5,285,0,1,malignant,malignant
3,0,5,318,1,0,benign,benign
3,0,5,575,1,0,benign,benign
3,0,5,160,0,1,malignant,malignant
3,0,5,477,1,0,benign,benign
3,0,5,494,0.9,0.1,benign,benign
3,0,5,270,0,1,malignant,malignant
3,0,5,496,1,0,benign,benign
3,0,5,388,1,0,benign,benign
3,0,5,205,0,1,malignant,malignant
3,0,5,327,1,0,benign,benign
3,0,5,675,1,0,benign,benign
3,0,5,300,0.2,0.8,malignant,malignant
3,0,5,241,1,0,benign,benign
3,0,5,108,1,0,benign,benign
3,0,5,132,0.4,0.6,malignant,malignant
3,0,5,148,0.9,0.1,benign,benign
3,0,5,645,1,0,benign,benign
3,0,5,230,0.3,0.7,malignant,malignant
3,0,5,250,1,0,benign,benign
3,0,5,629,1,0,benign,benign
3,0,5,117,0,1,malignant,malignant
3,0,5,485,1,0,benign,benign
3,0,5,391,0,1,malignant,malignant
3,0,5,40,0,1,malignant,benign
3,0,5,420,1,0,benign,benign
3,0,5,482,0,1,malignant,malignant
3,0,5,116,0.3,0.7,malignant,benign
3,0,5,557,1,0,benign,benign
3,0,5,326,0.7,0.3,benign,malignant
3,0,5,120,1,0,benign,benign
3,0,5,26,1,0,benign,benign
3,0,5,588,0,1,malignant,malignant
3,0,5,655,1,0,benign,benign
3,0,5,269,1,0,benign,benign
3,0,5,159,0,1,malignant,malignant
3,0,5,368,1,0,benign,benign
3,0,5,34,1,0,benign,benign
3,0,5,46,0.1,0.9,malignant,malignant
3,0,5,673,1,0,benign,benign
3,0,5,369,1,0,benign,benign
3,0,5,605,0.1,0.9,malignant,malignant
3,0,5,631,1,0,benign,benign
3,0,5,468,1,0,benign,benign
3,0,5,215,0,1,malignant,malignant
3,0,5,154,1,0,benign,benign
3,0,5,433,1,0,benign,benign
3,0,5,416,0,1,malignant,malignant
3,0,5,235,0.827476,0.172524,benign,benign
3,0,5,649,1,0,benign,benign
3,0,5,226,0,1,malignant,malignant
3,0,5,560,1,0,benign,benign
3,0,5,483,0,1,malignant,malignant
3,0,5,76,1,0,benign,benign
3,0,5,480,1,0,benign,benign
3,0,5,211,0,1,malignant,malignant
3,0,5,417,1,0,benign,benign
3,0,5,395,1,0,benign,benign
3,0,5,608,0,1,malignant,malignant
3,0,5,161,1,0,benign,benign
3,0,5,693,1,0,benign,benign
3,0,6,398,1,0,benign,benign
3,0,6,57,0.3,0.7,malignant,malignant
3,0,6,474,1,0,benign,benign
3,0,6,99,0,1,malignant,malignant
3,0,6,652,1,0,benign,benign
3,0,6,644,1,0,benign,benign
3,0,6,670,0.1,0.9,malignant,malignant
3,0,6,303,1,0,benign,benign
3,0,6,189,1,0,benign,benign
3,0,6,285,0,1,malignant,malignant
3,0,6,318,0.9,0.1,benign,benign
3,0,6,575,1,0,benign,benign
3,0,6,160,0,1,malignant,malignant
3,0,6,477,1,0,benign,benign
3,0,6,494,0.826996,0.173004,benign,benign
3,0,6,270,0,1,malignant,malignant
3,0,6,496,1,0,benign,benign
3,0,6,388,1,0,benign,benign
3,0,6,205,0,1,malignant,malignant
3,0,6,327,1,0,benign,benign
3,0,6,675,1,0,benign,benign
3,0,6,300,0.4,0.6,malignant,malignant
3,0,6,241,1,0,benign,benign
3,0,6,108,1,0,benign,benign
3,0,6,132,0.1,0.9,malignant,malignant
3,0,6,148,0.6,0.4,benign,benign
3,0,6,645,1,0,benign,benign
3,0,6,230,0.4,0.6,malignant,malignant
3,0,6,250,1,0,benign,benign
3,0,6,629,1,0,benign,benign
3,0,6,117,0,1,malignant,malignant
3,0,6,485,0.8,0.2,benign,benign
3,0,6,391,0,1,malignant,malignant
3,0,6,40,0.119272,0.880728,malignant,benign
3,0,6,420,0.7,0.3,benign,benign
3,0,6,482,0,1,malignant,malignant
3,0,6,116,0.2,0.8,malignant,benign
3,0,6,557,1,0,benign,benign
3,0,6,326,0.3,0.7,malignant,malignant
3,0,6,120,1,0,benign,benign
3,0,6,26,1,0,benign,benign
3,0,6,588,0,1,malignant,malignant
3,0,6,655,1,0,benign,benign
3,0,6,269,1,0,benign,benign
3,0,6,159,0.1,0.9,malignant,malignant
3,0,6,368,1,0,benign,benign
3,0,6,34,1,0,benign,benign
3,0,6,46,0.3,0.7,malignant,malignant
3,0,6,673,1,0,benign,benign
3,0,6,369,1,0,benign,benign
3,0,6,605,0,1,malignant,malignant
3,0,6,631,1,0,benign,benign
3,0,6,468,1,0,benign,benign
3,0,6,215,0,1,malignant,malignant
3,0,6,154,1,0,benign,benign
3,0,6,433,1,0,benign,benign
3,0,6,416,0,1,malignant,malignant
3,0,6,235,0.952163,0.047837,benign,benign
3,0,6,649,1,0,benign,benign
3,0,6,226,0,1,malignant,malignant
3,0,6,560,1,0,benign,benign
3,0,6,483,0,1,malignant,malignant
3,0,6,76,1,0,benign,benign
3,0,6,480,1,0,benign,benign
3,0,6,211,0,1,malignant,malignant
3,0,6,417,1,0,benign,benign
3,0,6,395,1,0,benign,benign
3,0,6,608,0,1,malignant,malignant
3,0,6,161,1,0,benign,benign
3,0,6,693,1,0,benign,benign
3,0,7,398,1,0,benign,benign
3,0,7,57,0.4,0.6,malignant,malignant
3,0,7,474,1,0,benign,benign
3,0,7,99,0,1,malignant,malignant
3,0,7,652,1,0,benign,benign
3,0,7,644,1,0,benign,benign
3,0,7,670,0,1,malignant,malignant
3,0,7,303,1,0,benign,benign
3,0,7,189,1,0,benign,benign
3,0,7,285,0,1,malignant,malignant
3,0,7,318,1,0,benign,benign
3,0,7,575,1,0,benign,benign
3,0,7,160,0,1,malignant,malignant
3,0,7,477,1,0,benign,benign
3,0,7,494,0.6,0.4,benign,benign
3,0,7,270,0,1,malignant,malignant
3,0,7,496,1,0,benign,benign
3,0,7,388,1,0,benign,benign
3,0,7,205,0,1,malignant,malignant
3,0,7,327,1,0,benign,benign
3,0,7,675,1,0,benign,benign
3,0,7,300,0.2,0.8,malignant,malignant
3,0,7,241,0.9,0.1,benign,benign
3,0,7,108,1,0,benign,benign
3,0,7,132,0,1,malignant,malignant
3,0,7,148,0.7,0.3,benign,benign
3,0,7,645,1,0,benign,benign
3,0,7,230,0.2,0.8,malignant,malignant
3,0,7,250,1,0,benign,benign
3,0,7,629,1,0,benign,benign
3,0,7,117,0,1,malignant,malignant
3,0,7,485,0.7,0.3,benign,benign
3,0,7,391,0,1,malignant,malignant
3,0,7,40,0.031556,0.968444,malignant,benign
3,0,7,420,1,0,benign,benign
3,0,7,482,0,1,malignant,malignant
3,0,7,116,0.2,0.8,malignant,benign
3,0,7,557,1,0,benign,benign
3,0,7,326,0.3,0.7,malignant,malignant
3,0,7,120,1,0,benign,benign
3,0,7,26,1,0,benign,benign
3,0,7,588,0,1,malignant,malignant
3,0,7,655,1,0,benign,benign
3,0,7,269,1,0,benign,benign
3,0,7,159,0,1,malignant,malignant
3,0,7,368,1,0,benign,benign
3,0,7,34,1,0,benign,benign
3,0,7,46,0.5,0.5,benign,malignant
3,0,7,673,1,0,benign,benign
3,0,7,369,1,0,benign,benign
3,0,7,605,0,1,malignant,malignant
3,0,7,631,1,0,benign,benign
3,0,7,468,1,0,benign,benign
3,0,7,215,0,1,malignant,malignant
3,0,7,154,1,0,benign,benign
3,0,7,433,1,0,benign,benign
3,0,7,416,0,1,malignant,malignant
3,0,7,235,0.807801,0.192199,benign,benign
3,0,7,649,1,0,benign,benign
3,0,7,226,0,1,malignant,malignant
3,0,7,560,1,0,benign,benign
3,0,7,483,0,1,malignant,malignant
3,0,7,76,1,0,benign,benign
3,0,7,480,1,0,benign,benign
3,0,7,211,0,1,malignant,malignant
3,0,7,417,1,0,benign,benign
3,0,7,395,1,0,benign,benign
3,0,7,608,0,1,malignant,malignant
3,0,7,161,1,0,benign,benign
3,0,7,693,1,0,benign,benign
3,1,0,328,0.5,0.5,benign,malignant
3,1,0,526,1,0,benign,benign
3,1,0,362,1,0,benign,benign
3,1,0,336,0.4,0.6,malignant,malignant
3,1,0,169,1,0,benign,benign
3,1,0,365,1,0,benign,benign
3,1,0,155,0.3,0.7,malignant,malignant
3,1,0,342,1,0,benign,benign
3,1,0,182,1,0,benign,benign
3,1,0,231,0.2,0.8,malignant,malignant
3,1,0,164,1,0,benign,benign
3,1,0,501,1,0,benign,benign
3,1,0,254,0.2,0.8,malignant,malignant
3,1,0,1,0.4,0.6,malignant,benign
3,1,0,561,1,0,benign,benign
3,1,0,330,0.1,0.9,malignant,malignant
3,1,0,7,1,0,benign,benign
3,1,0,647,1,0,benign,benign
3,1,0,425,0,1,malignant,malignant
3,1,0,410,1,0,benign,benign
3,1,0,436,0.3,0.7,malignant,malignant
3,1,0,281,1,0,benign,benign
3,1,0,207,1,0,benign,benign
3,1,0,227,0,1,malignant,malignant
3,1,0,97,1,0,benign,benign
3,1,0,684,1,0,benign,benign
3,1,0,49,0.2,0.8,malignant,malignant
3,1,0,150,1,0,benign,benign
3,1,0,663,1,0,benign,benign
3,1,0,302,0,1,malignant,malignant
3,1,0,249,1,0,benign,benign
3,1,0,379,0.8,0.2,benign,benign
3,1,0,367,0,1,malignant,malignant
3,1,0,217,1,0,benign,benign
3,1,0,384,1,0,benign,benign
3,1,0,696,0,1,malignant,malignant
3,1,0,31,1,0,benign,benign
3,1,0,380,1,0,benign,benign
3,1,0,581,0,1,malignant,malignant
3,1,0,147,1,0,benign,benign
3,1,0,129,1,0,benign,benign
3,1,0,68,0.2,0.8,malignant,malignant
3,1,0,509,1,0,benign,benign
3,1,0,451,1,0,benign,benign
3,1,0,571,0,1,malignant,malignant
3,1,0,88,1,0,benign,benign
3,1,0,375,1,0,benign,benign
3,1,0,356,0.6,0.4,benign,malignant
3,1,0,527,1,0,benign,benign
3,1,0,565,0,1,malignant,malignant
3,1,0,119,1,0,benign,benign
3,1,0,371,1,0,benign,benign
3,1,0,253,0.1,0.9,malignant,malignant
3,1,0,110,0.5,0.5,benign,benign
3,1,0,583,1,0,benign,benign
3,1,0,273,0.6,0.4,benign,malignant
3,1,0,290,1,0,benign,benign
3,1,0,539,1,0,benign,benign
3,1,0,334,0.2,0.8,malignant,malignant
3,1,0,143,1,0,benign,benign
3,1,0,287,1,0,benign,benign
3,1,0,386,0.228409,0.771591,malignant,malignant
3,1,0,424,1,0,benign,benign
3,1,0,72,0.7,0.3,benign,benign
3,1,0,63,0.7,0.3,benign,malignant
3,1,0,30,1,0,benign,benign
3,1,0,502,1,0,benign,benign
3,1,0,284,0.2,0.8,malignant,malignant
3,1,0,70,1,0,benign,benign
3,1,0,409,1,0,benign,benign
3,1,1,328,0.048551,0.951449,malignant,malignant
3,1,1,526,1,0,benign,benign
3,1,1,362,0.8,0.2,benign,benign
3,1,1,336,0.02623,0.97377,malignant,malignant
3,1,1,169,1,0,benign,benign
3,1,1,365,1,0,benign,benign
3,1,1,155,0.12623,0.87377,malignant,malignant
3,1,1,342,1,0,benign,benign
3,1,1,182,1,0,benign,benign
3,1,1,231,0.1,0.9,malignant,malignant
3,1,1,164,0.81022,0.18978,benign,benign
3,1,1,501,1,0,benign,benign
3,1,1,254,0.02623,0.97377,malignant,malignant
3,1,1,1,0.22623,0.77377,malignant,benign
3,1,1,561,1,0,benign,benign
3,1,1,330,0,1,malignant,malignant
3,1,1,7,1,0,benign,benign
3,1,1,647,1,0,benign,benign
3,1,1,425,0,1,malignant,malignant
3,1,1,410,1,0,benign,benign
3,1,1,436,0.4,0.6,malignant,malignant
3,1,1,281,1,0,benign,benign
3,1,1,207,1,0,benign,benign
3,1,1,227,0.1,0.9,malignant,malignant
3,1,1,97,1,0,benign,benign
3,1,1,684,1,0,benign,benign
3,1,1,49,0.02623,0.97377,malignant,malignant
3,1,1,150,1,0,benign,benign
3,1,1,663,1,0,benign,benign
3,1,1,302,0,1,malignant,malignant
3,1,1,249,0.838955,0.161045,benign,benign
3,1,1,379,0.9,0.1,benign,benign
3,1,1,367,0.1,0.9,malignant,malignant
3,1,1,217,1,0,benign,benign
3,1,1,384,1,0,benign,benign
3,1,1,696,0.3,0.7,malignant,malignant
3,1,1,31,1,0,benign,benign
3,1,1,380,1,0,benign,benign
3,1,1,581,0.1,0.9,malignant,malignant
3,1,1,147,0.9,0.1,benign,benign
3,1,1,129,1,0,benign,benign
3,1,1,68,0,1,malignant,malignant
3,1,1,509,1,0,benign,benign
3,1,1,451,1,0,benign,benign
3,1,1,571,0,1,malignant,malignant
3,1,1,88,1,0,benign,benign
3,1,1,375,1,0,benign,benign
3,1,1,356,0.6,0.4,benign,malignant
3,1,1,527,1,0,benign,benign
3,1,1,565,0.1,0.9,malignant,malignant
3,1,1,119,0.8,0.2,benign,benign
3,1,1,371,1,0,benign,benign
3,1,1,253,0.1,0.9,malignant,malignant
3,1,1,110,0.8,0.2,benign,benign
3,1,1,583,1,0,benign,benign
3,1,1,273,0.22623,0.77377,malignant,malignant
3,1,1,290,1,0,benign,benign
3,1,1,539,1,0,benign,benign
3,1,1,334,0.02623,0.97377,malignant,malignant
3,1,1,143,0.82623,0.17377,benign,benign
3,1,1,287,1,0,benign,benign
3,1,1,386,0.022321,0.977679,malignant,malignant
3,1,1,424,1,0,benign,benign
3,1,1,72,0.9,0.1,benign,benign
3,1,1,63,0.3,0.7,malignant,malignant
3,1,1,30,1,0,benign,benign
3,1,1,502,1,0,benign,benign
3,1,1,284,0.02623,0.97377,malignant,malignant
3,1,1,70,1,0,benign,benign
3,1,1,409,1,0,benign,benign
3,1,2,328,0.4,0.6,malignant,malignant
3,1,2,526,1,0,benign,benign
3,1,2,362,1,0,benign,benign
3,1,2,336,0.2,0.8,malignant,malignant
3,1,2,169,1,0,benign,benign
3,1,2,365,1,0,benign,benign
3,1,2,155,0.1,0.9,malignant,malignant
3,1,2,342,1,0,benign,benign
3,1,2,182,0.9,0.1,benign,benign
3,1,2,231,0.1,0.9,malignant,malignant
3,1,2,164,1,0,benign,benign
3,1,2,501,1,0,benign,benign
3,1,2,254,0.1,0.9,malignant,malignant
3,1,2,1,0.2,0.8,malignant,benign
3,1,2,561,1,0,benign,benign
3,1,2,330,0.1,0.9,malignant,malignant
3,1,2,7,1,0,benign,benign
3,1,2,647,1,0,benign,benign
3,1,2,425,0,1,malignant,malignant
3,1,2,410,1,0,benign,benign
3,1,2,436,0.3,0.7,malignant,malignant
3,1,2,281,1,0,benign,benign
3,1,2,207,1,0,benign,benign
3,1,2,227,0,1,malignant,malignant
3,1,2,97,1,0,benign,benign
3,1,2,684,1,0,benign,benign
3,1,2,49,0.1,0.9,malignant,malignant
3,1,2,150,1,0,benign,benign
3,1,2,663,1,0,benign,benign
3,1,2,302,0,1,malignant,malignant
3,1,2,249,1,0,benign,benign
3,1,2,379,0.9,0.1,benign,benign
3,1,2,367,0.1,0.9,malignant,malignant
3,1,2,217,1,0,benign,benign
3,1,2,384,1,0,benign,benign
3,1,2,696,0.3,0.7,malignant,malignant
3,1,2,31,1,0,benign,benign
3,1,2,380,1,0,benign,benign
3,1,2,581,0,1,malignant,malignant
3,1,2,147,1,0,benign,benign
3,1,2,129,1,0,benign,benign
3,1,2,68,0,1,malignant,malignant
3,1,2,509,1,0,benign,benign
3,1,2,451,1,0,benign,benign
3,1,2,571,0,1,malignant,malignant
3,1,2,88,1,0,benign,benign
3,1,2,375,1,0,benign,benign
3,1,2,356,0.7,0.3,benign,malignant
3,1,2,527,1,0,benign,benign
3,1,2,565,0.1,0.9,malignant,malignant
3,1,2,119,1,0,benign,benign
3,1,2,371,1,0,benign,benign
3,1,2,253,0.1,0.9,malignant,malignant
3,1,2,110,0.7,0.3,benign,benign
3,1,2,583,1,0,benign,benign
3,1,2,273,0.6,0.4,benign,malignant
3,1,2,290,1,0,benign,benign
3,1,2,539,0.9,0.1,benign,benign
3,1,2,334,0.1,0.9,malignant,malignant
3,1,2,143,1,0,benign,benign
3,1,2,287,1,0,benign,benign
3,1,2,386,0.1,0.9,malignant,malignant
3,1,2,424,1,0,benign,benign
3,1,2,72,0.6,0.4,benign,benign
3,1,2,63,0.6,0.4,benign,malignant
3,1,2,30,1,0,benign,benign
3,1,2,502,1,0,benign,benign
3,1,2,284,0,1,malignant,malignant
3,1,2,70,1,0,benign,benign
3,1,2,409,1,0,benign,benign
3,1,3,328,0.1,0.9,malignant,malignant
3,1,3,526,1,0,benign,benign
3,1,3,362,1,0,benign,benign
3,1,3,336,0.2,0.8,malignant,malignant
3,1,3,169,1,0,benign,benign
3,1,3,365,1,0,benign,benign
3,1,3,155,0.2,0.8,malignant,malignant
3,1,3,342,1,0,benign,benign
3,1,3,182,1,0,benign,benign
3,1,3,231,0.1,0.9,malignant,malignant
3,1,3,164,0.956241,0.043759,benign,benign
3,1,3,501,1,0,benign,benign
3,1,3,254,0.2,0.8,malignant,malignant
3,1,3,1,0.4,0.6,malignant,benign
3,1,3,561,1,0,benign,benign
3,1,3,330,0,1,malignant,malignant
3,1,3,7,1,0,benign,benign
3,1,3,647,1,0,benign,benign
3,1,3,425,0,1,malignant,malignant
3,1,3,410,1,0,benign,benign
3,1,3,436,0.3,0.7,malignant,malignant
3,1,3,281,1,0,benign,benign
3,1,3,207,1,0,benign,benign
3,1,3,227,0,1,malignant,malignant
3,1,3,97,1,0,benign,benign
3,1,3,684,1,0,benign,benign
3,1,3,49,0,1,malignant,malignant
3,1,3,150,1,0,benign,benign
3,1,3,663,1,0,benign,benign
3,1,3,302,0,1,malignant,malignant
3,1,3,249,0.961797,0.038203,benign,benign
3,1,3,379,1,0,benign,benign
3,1,3,367,0,1,malignant,malignant
3,1,3,217,1,0,benign,benign
3,1,3,384,1,0,benign,benign
3,1,3,696,0.2,0.8,malignant,malignant
3,1,3,31,1,0,benign,benign
3,1,3,380,1,0,benign,benign
3,1,3,581,0,1,malignant,malignant
3,1,3,147,1,0,benign,benign
3,1,3,129,1,0,benign,benign
3,1,3,68,0,1,malignant,malignant
3,1,3,509,1,0,benign,benign
3,1,3,451,1,0,benign,benign
3,1,3,571,0,1,malignant,malignant
3,1,3,88,1,0,benign,benign
3,1,3,375,1,0,benign,benign
3,1,3,356,1,0,benign,malignant
3,1,3,527,1,0,benign,benign
3,1,3,565,0,1,malignant,malignant
3,1,3,119,1,0,benign,benign
3,1,3,371,1,0,benign,benign
3,1,3,253,0.1,0.9,malignant,malignant
3,1,3,110,1,0,benign,benign
3,1,3,583,1,0,benign,benign
3,1,3,273,0.6,0.4,benign,malignant
3,1,3,290,1,0,benign,benign
3,1,3,539,1,0,benign,benign
3,1,3,334,0,1,malignant,malignant
3,1,3,143,1,0,benign,benign
3,1,3,287,1,0,benign,benign
3,1,3,386,0,1,malignant,malignant
3,1,3,424,1,0,benign,benign
3,1,3,72,0.9,0.1,benign,benign
3,1,3,63,0.8,0.2,benign,malignant
3,1,3,30,1,0,benign,benign
3,1,3,502,1,0,benign,benign
3,1,3,284,0,1,malignant,malignant
3,1,3,70,1,0,benign,benign
3,1,3,409,1,0,benign,benign
3,1,4,328,0.603106,0.396894,benign,malignant
3,1,4,526,1,0,benign,benign
3,1,4,362,1,0,benign,benign
3,1,4,336,0.3,0.7,malignant,malignant
3,1,4,169,1,0,benign,benign
3,1,4,365,1,0,benign,benign
3,1,4,155,0.2,0.8,malignant,malignant
3,1,4,342,1,0,benign,benign
3,1,4,182,1,0,benign,benign
3,1,4,231,0.1,0.9,malignant,malignant
3,1,4,164,0.926058,0.073942,benign,benign
3,1,4,501,1,0,benign,benign
3,1,4,254,0,1,malignant,malignant
3,1,4,1,0.203106,0.796894,malignant,benign
3,1,4,561,1,0,benign,benign
3,1,4,330,0.1,0.9,malignant,malignant
3,1,4,7,1,0,benign,benign
3,1,4,647,1,0,benign,benign
3,1,4,425,0,1,malignant,malignant
3,1,4,410,1,0,benign,benign
3,1,4,436,0.4,0.6,malignant,malignant
3,1,4,281,1,0,benign,benign
3,1,4,207,1,0,benign,benign
3,1,4,227,0,1,malignant,malignant
3,1,4,97,1,0,benign,benign
3,1,4,684,1,0,benign,benign
3,1,4,49,0,1,malignant,malignant
3,1,4,150,1,0,benign,benign
3,1,4,663,1,0,benign,benign
3,1,4,302,0,1,malignant,malignant
3,1,4,249,0.926058,0.073942,benign,benign
3,1,4,379,0.5,0.5,benign,benign
3,1,4,367,0,1,malignant,malignant
3,1,4,217,1,0,benign,benign
3,1,4,384,1,0,benign,benign
3,1,4,696,0.239667,0.760333,malignant,malignant
3,1,4,31,1,0,benign,benign
3,1,4,380,1,0,benign,benign
3,1,4,581,0,1,malignant,malignant
3,1,4,147,1,0,benign,benign
3,1,4,129,0.9,0.1,benign,benign
3,1,4,68,0,1,malignant,malignant
3,1,4,509,1,0,benign,benign
3,1,4,451,1,0,benign,benign
3,1,4,571,0,1,malignant,malignant
3,1,4,88,1,0,benign,benign
3,1,4,375,1,0,benign,benign
3,1,4,356,0.8,0.2,benign,malignant
3,1,4,527,1,0,benign,benign
3,1,4,565,0,1,malignant,malignant
3,1,4,119,1,0,benign,benign
3,1,4,371,1,0,benign,benign
3,1,4,253,0,1,malignant,malignant
3,1,4,110,0.7,0.3,benign,benign
3,1,4,583,1,0,benign,benign
3,1,4,273,0.403106,0.596894,malignant,malignant
3,1,4,290,1,0,benign,benign
3,1,4,539,1,0,benign,benign
3,1,4,334,0,1,malignant,malignant
3,1,4,143,0.9,0.1,benign,benign
3,1,4,287,1,0,benign,benign
3,1,4,386,0.125,0.875,malignant,malignant
3,1,4,424,1,0,benign,benign
3,1,4,72,0.9,0.1,benign,benign
3,1,4,63,0.8,0.2,benign,malignant
3,1,4,30,1,0,benign,benign
3,1,4,502,1,0,benign,benign
3,1,4,284,0.125,0.875,malignant,malignant
3,1,4,70,1,0,benign,benign
3,1,4,409,1,0,benign,benign
3,1,5,328,0.1,0.9,malignant,malignant
3,1,5,526,1,0,benign,benign
3,1,5,362,1,0,benign,benign
3,1,5,336,0.2,0.8,malignant,malignant
3,1,5,169,1,0,benign,benign
3,1,5,365,1,0,benign,benign
3,1,5,155,0.2,0.8,malignant,malignant
3,1,5,342,1,0,benign,benign
3,1,5,182,1,0,benign,benign
3,1,5,231,0.2,0.8,malignant,malignant
3,1,5,164,0.997436,0.002564,benign,benign
3,1,5,501,1,0,benign,benign
3,1,5,254,0.3,0.7,malignant,malignant
3,1,5,1,0.4,0.6,malignant,benign
3,1,5,561,1,0,benign,benign
3,1,5,330,0.2,0.8,malignant,malignant
3,1,5,7,1,0,benign,benign
3,1,5,647,1,0,benign,benign
3,1,5,425,0,1,malignant,malignant
3,1,5,410,1,0,benign,benign
3,1,5,436,0.3,0.7,malignant,malignant
3,1,5,281,1,0,benign,benign
3,1,5,207,1,0,benign,benign
3,1,5,227,0,1,malignant,malignant
3,1,5,97,1,0,benign,benign
3,1,5,684,1,0,benign,benign
3,1,5,49,0,1,malignant,malignant
3,1,5,150,1,0,benign,benign
3,1,5,663,1,0,benign,benign
3,1,5,302,0,1,malignant,malignant
3,1,5,249,0.997436,0.002564,benign,benign
3,1,5,379,1,0,benign,benign
3,1,5,367,0,1,malignant,malignant
3,1,5,217,1,0,benign,benign
3,1,5,384,1,0,benign,benign
3,1,5,696,0,1,malignant,malignant
3,1,5,31,1,0,benign,benign
3,1,5,380,1,0,benign,benign
3,1,5,581,0,1,malignant,malignant
3,1,5,147,1,0,benign,benign
3,1,5,129,0.9,0.1,benign,benign
3,1,5,68,0,1,malignant,malignant
3,1,5,509,1,0,benign,benign
3,1,5,451,1,0,benign,benign
3,1,5,571,0.1,0.9,malignant,malignant
3,1,5,88,1,0,benign,benign
3,1,5,375,1,0,benign,benign
3,1,5,356,0.6,0.4,benign,malignant
3,1,5,527,1,0,benign,benign
3,1,5,565,0.1,0.9,malignant,malignant
3,1,5,119,1,0,benign,benign
3,1,5,371,1,0,benign,benign
3,1,5,253,0,1,malignant,malignant
3,1,5,110,0.7,0.3,benign,benign
3,1,5,583,1,0,benign,benign
3,1,5,273,0.4,0.6,malignant,malignant
3,1,5,290,1,0,benign,benign
3,1,5,539,1,0,benign,benign
3,1,5,334,0,1,malignant,malignant
3,1,5,143,1,0,benign,benign
3,1,5,287,1,0,benign,benign
3,1,5,386,0.2,0.8,malignant,malignant
3,1,5,424,1,0,benign,benign
3,1,5,72,0.7,0.3,benign,benign
3,1,5,63,0.9,0.1,benign,malignant
3,1,5,30,1,0,benign,benign
3,1,5,502,1,0,benign,benign
3,1,5,284,0.1,0.9,malignant,malignant
3,1,5,70,1,0,benign,benign
3,1,5,409,1,0,benign,benign
3,1,6,328,0.2,0.8,malignant,malignant
3,1,6,526,1,0,benign,benign
3,1,6,362,1,0,benign,benign
3,1,6,336,0.4,0.6,malignant,malignant
3,1,6,169,1,0,benign,benign
3,1,6,365,1,0,benign,benign
3,1,6,155,0.1,0.9,malignant,malignant
3,1,6,342,1,0,benign,benign
3,1,6,182,1,0,benign,benign
3,1,6,231,0.2,0.8,malignant,malignant
3,1,6,164,0.982393,0.017607,benign,benign
3,1,6,501,1,0,benign,benign
3,1,6,254,0.1,0.9,malignant,malignant
3,1,6,1,0.1,0.9,malignant,benign
3,1,6,561,1,0,benign,benign
3,1,6,330,0,1,malignant,malignant
3,1,6,7,1,0,benign,benign
3,1,6,647,1,0,benign,benign
3,1,6,425,0,1,malignant,malignant
3,1,6,410,1,0,benign,benign
3,1,6,436,0.1,0.9,malignant,malignant
3,1,6,281,1,0,benign,benign
3,1,6,207,1,0,benign,benign
3,1,6,227,0.1,0.9,malignant,malignant
3,1,6,97,1,0,benign,benign
3,1,6,684,1,0,benign,benign
3,1,6,49,0.3,0.7,malignant,malignant
3,1,6,150,1,0,benign,benign
3,1,6,663,1,0,benign,benign
3,1,6,302,0,1,malignant,malignant
3,1,6,249,0.999604,0.000396,benign,benign
3,1,6,379,0.8,0.2,benign,benign
3,1,6,367,0,1,malignant,malignant
3,1,6,217,1,0,benign,benign
3,1,6,384,1,0,benign,benign
3,1,6,696,0.2,0.8,malignant,malignant
3,1,6,31,1,0,benign,benign
3,1,6,380,1,0,benign,benign
3,1,6,581,0,1,malignant,malignant
3,1,6,147,1,0,benign,benign
3,1,6,129,0.9,0.1,benign,benign
3,1,6,68,0,1,malignant,malignant
3,1,6,509,1,0,benign,benign
3,1,6,451,1,0,benign,benign
3,1,6,571,0,1,malignant,malignant
3,1,6,88,1,0,benign,benign
3,1,6,375,1,0,benign,benign
3,1,6,356,0.645455,0.354545,benign,malignant
3,1,6,527,1,0,benign,benign
3,1,6,565,0,1,malignant,malignant
3,1,6,119,1,0,benign,benign
3,1,6,371,1,0,benign,benign
3,1,6,253,0,1,malignant,malignant
3,1,6,110,1,0,benign,benign
3,1,6,583,1,0,benign,benign
3,1,6,273,0.5,0.5,benign,malignant
3,1,6,290,1,0,benign,benign
3,1,6,539,1,0,benign,benign
3,1,6,334,0,1,malignant,malignant
3,1,6,143,1,0,benign,benign
3,1,6,287,1,0,benign,benign
3,1,6,386,0,1,malignant,malignant
3,1,6,424,1,0,benign,benign
3,1,6,72,0.9,0.1,benign,benign
3,1,6,63,0.7,0.3,benign,malignant
3,1,6,30,1,0,benign,benign
3,1,6,502,1,0,benign,benign
3,1,6,284,0.1,0.9,malignant,malignant
3,1,6,70,1,0,benign,benign
3,1,6,409,1,0,benign,benign
3,1,7,328,0.2,0.8,malignant,malignant
3,1,7,526,1,0,benign,benign
3,1,7,362,1,0,benign,benign
3,1,7,336,0.3,0.7,malignant,malignant
3,1,7,169,1,0,benign,benign
3,1,7,365,1,0,benign,benign
3,1,7,155,0.2,0.8,malignant,malignant
3,1,7,342,1,0,benign,benign
3,1,7,182,1,0,benign,benign
3,1,7,231,0.1,0.9,malignant,malignant
3,1,7,164,0.987457,0.012543,benign,benign
3,1,7,501,1,0,benign,benign
3,1,7,254,0.004515,0.995485,malignant,malignant
3,1,7,1,0.3,0.7,malignant,benign
3,1,7,561,1,0,benign,benign
3,1,7,330,0.1,0.9,malignant,malignant
3,1,7,7,1,0,benign,benign
3,1,7,647,1,0,benign,benign
3,1,7,425,0,1,malignant,malignant
3,1,7,410,1,0,benign,benign
3,1,7,436,0.1,0.9,malignant,malignant
3,1,7,281,1,0,benign,benign
3,1,7,207,1,0,benign,benign
3,1,7,227,0,1,malignant,malignant
3,1,7,97,1,0,benign,benign
3,1,7,684,1,0,benign,benign
3,1,7,49,0,1,malignant,malignant
3,1,7,150,1,0,benign,benign
3,1,7,663,1,0,benign,benign
3,1,7,302,0,1,malignant,malignant
3,1,7,249,0.997222,0.002778,benign,benign
3,1,7,379,1,0,benign,benign
3,1,7,367,0,1,malignant,malignant
3,1,7,217,1,0,benign,benign
3,1,7,384,1,0,benign,benign
3,1,7,696,0,1,malignant,malignant
3,1,7,31,1,0,benign,benign
3,1,7,380,1,0,benign,benign
3,1,7,581,0,1,malignant,malignant
3,1,7,147,1,0,benign,benign
3,1,7,129,0.9,0.1,benign,benign
3,1,7,68,0.1,0.9,malignant,malignant
3,1,7,509,1,0,benign,benign
3,1,7,451,1,0,benign,benign
3,1,7,571,0,1,malignant,malignant
3,1,7,88,1,0,benign,benign
3,1,7,375,1,0,benign,benign
3,1,7,356,0.9,0.1,benign,malignant
3,1,7,527,1,0,benign,benign
3,1,7,565,0,1,malignant,malignant
3,1,7,119,1,0,benign,benign
3,1,7,371,1,0,benign,benign
3,1,7,253,0,1,malignant,malignant
3,1,7,110,0.7,0.3,benign,benign
3,1,7,583,1,0,benign,benign
3,1,7,273,0.7,0.3,benign,malignant
3,1,7,290,1,0,benign,benign
3,1,7,539,1,0,benign,benign
3,1,7,334,0,1,malignant,malignant
3,1,7,143,1,0,benign,benign
3,1,7,287,1,0,benign,benign
3,1,7,386,0,1,malignant,malignant
3,1,7,424,1,0,benign,benign
3,1,7,72,0.5,0.5,benign,benign
3,1,7,63,0.6,0.4,benign,malignant
3,1,7,30,1,0,benign,benign
3,1,7,502,1,0,benign,benign
3,1,7,284,0.1,0.9,malignant,malignant
3,1,7,70,1,0,benign,benign
3,1,7,409,1,0,benign,benign
3,2,0,658,0,1,malignant,malignant
3,2,0,137,1,0,benign,benign
3,2,0,406,1,0,benign,benign
3,2,0,349,0.428409,0.571591,malignant,malignant
3,2,0,192,1,0,benign,benign
3,2,0,280,1,0,benign,benign
3,2,0,106,0,1,malignant,malignant
3,2,0,552,0.8,0.2,benign,benign
3,2,0,320,0.228409,0.771591,malignant,malignant
3,2,0,24,1,0,benign,benign
3,2,0,476,1,0,benign,benign
3,2,0,440,0.328409,0.671591,malignant,malignant
3,2,0,617,1,0,benign,benign
3,2,0,307,1,0,benign,benign
3,2,0,51,0.6,0.4,benign,malignant
3,2,0,516,1,0,benign,benign
3,2,0,535,1,0,benign,benign
3,2,0,610,0.328409,0.671591,malignant,malignant
3,2,0,656,1,0,benign,benign
3,2,0,313,1,0,benign,benign
3,2,0,530,0.028409,0.971591,malignant,malignant
3,2,0,597,1,0,benign,benign
3,2,0,556,1,0,benign,benign
3,2,0,522,0.128409,0.871591,malignant,malignant
3,2,0,595,1,0,benign,benign
3,2,0,90,1,0,benign,benign
3,2,0,113,0,1,malignant,malignant
3,2,0,27,1,0,benign,benign
3,2,0,419,0.9,0.1,benign,benign
3,2,0,591,0.1,0.9,malignant,malignant
3,2,0,499,1,0,benign,benign
3,2,0,634,1,0,benign,benign
3,2,0,122,0,1,malignant,malignant
3,2,0,674,1,0,benign,benign
3,2,0,654,1,0,benign,benign
3,2,0,266,0.228409,0.771591,malignant,malignant
3,2,0,481,0.9,0.1,benign,benign
3,2,0,36,0.1,0.9,malignant,malignant
3,2,0,130,1,0,benign,benign
3,2,0,346,0.8,0.2,benign,benign
3,2,0,52,0.328409,0.671591,malignant,malignant
3,2,0,4,1,0,benign,benign
3,2,0,172,1,0,benign,benign
3,2,0,206,0.2,0.8,malignant,malignant
3,2,0,22,1,0,benign,benign
3,2,0,3,0.3,0.7,malignant,benign
3,2,0,289,0.428409,0.571591,malignant,malignant
3,2,0,555,0.3,0.7,malignant,benign
3,2,0,389,1,0,benign,benign
3,2,0,691,0,1,malignant,malignant
3,2,0,204,1,0,benign,benign
3,2,0,69,1,0,benign,benign
3,2,0,316,0.128409,0.871591,malignant,malignant
3,2,0,127,1,0,benign,benign
3,2,0,625,1,0,benign,benign
3,2,0,305,0.3,0.7,malignant,malignant
3,2,0,405,1,0,benign,benign
3,2,0,78,1,0,benign,benign
3,2,0,14,0.228409,0.771591,malignant,malignant
3,2,0,638,1,0,benign,benign
3,2,0,492,1,0,benign,benign
3,2,0,107,0.2,0.8,malignant,malignant
3,2,0,240,0.8,0.2,benign,benign
3,2,0,437,1,0,benign,benign
3,2,0,523,0.028409,0.971591,malignant,malignant
3,2,0,694,1,0,benign,benign
3,2,0,39,0.428409,0.571591,malignant,malignant
3,2,0,619,1,0,benign,benign
3,2,0,77,0.9,0.1,benign,benign
3,2,0,186,0.1,0.9,malignant,malignant
3,2,1,658,0,1,malignant,malignant
3,2,1,137,1,0,benign,benign
3,2,1,406,1,0,benign,benign
3,2,1,349,0.6,0.4,benign,malignant
3,2,1,192,1,0,benign,benign
3,2,1,280,1,0,benign,benign
3,2,1,106,0,1,malignant,malignant
3,2,1,552,0.9,0.1,benign,benign
3,2,1,320,0.3,0.7,malignant,malignant
3,2,1,24,1,0,benign,benign
3,2,1,476,1,0,benign,benign
3,2,1,440,0.3,0.7,malignant,malignant
3,2,1,617,1,0,benign,benign
3,2,1,307,1,0,benign,benign
3,2,1,51,0.8,0.2,benign,malignant
3,2,1,516,1,0,benign,benign
3,2,1,535,1,0,benign,benign
3,2,1,610,0.4,0.6,malignant,malignant
3,2,1,656,1,0,benign,benign
3,2,1,313,1,0,benign,benign
3,2,1,530,0.1,0.9,malignant,malignant
3,2,1,597,1,0,benign,benign
3,2,1,556,1,0,benign,benign
3,2,1,522,0,1,malignant,malignant
3,2,1,595,1,0,benign,benign
3,2,1,90,1,0,benign,benign
3,2,1,113,0,1,malignant,malignant
3,2,1,27,1,0,benign,benign
3,2,1,419,1,0,benign,benign
3,2,1,591,0,1,malignant,malignant
3,2,1,499,1,0,benign,benign
3,2,1,634,1,0,benign,benign
3,2,1,122,0,1,malignant,malignant
3,2,1,674,1,0,benign,benign
3,2,1,654,1,0,benign,benign
3,2,1,266,0,1,malignant,malignant
3,2,1,481,1,0,benign,benign
3,2,1,36,0.1,0.9,malignant,malignant
3,2,1,130,1,0,benign,benign
3,2,1,346,1,0,benign,benign
3,2,1,52,0.1,0.9,malignant,malignant
3,2,1,4,1,0,benign,benign
3,2,1,172,1,0,benign,benign
3,2,1,206,0,1,malignant,malignant
3,2,1,22,1,0,benign,benign
3,2,1,3,0.032061,0.967939,malignant,benign
3,2,1,289,0.1,0.9,malignant,malignant
3,2,1,555,0.9,0.1,benign,benign
3,2,1,389,1,0,benign,benign
3,2,1,691,0,1,malignant,malignant
3,2,1,204,1,0,benign,benign
3,2,1,69,1,0,benign,benign
3,2,1,316,0.1,0.9,malignant,malignant
3,2,1,127,1,0,benign,benign
3,2,1,625,1,0,benign,benign
3,2,1,305,0.1,0.9,malignant,malignant
3,2,1,405,1,0,benign,benign
3,2,1,78,1,0,benign,benign
3,2,1,14,0,1,malignant,malignant
3,2,1,638,1,0,benign,benign
3,2,1,492,1,0,benign,benign
3,2,1,107,0.1,0.9,malignant,malignant
3,2,1,240,0.9,0.1,benign,benign
3,2,1,437,1,0,benign,benign
3,2,1,523,0,1,malignant,malignant
3,2,1,694,1,0,benign,benign
3,2,1,39,0.5,0.5,benign,malignant
3,2,1,619,1,0,benign,benign
3,2,1,77,1,0,benign,benign
3,2,1,186,0.1,0.9,malignant,malignant
3,2,2,658,0,1,malignant,malignant
3,2,2,137,1,0,benign,benign
3,2,2,406,1,0,benign,benign
3,2,2,349,0.40122,0.59878,malignant,malignant
3,2,2,192,1,0,benign,benign
3,2,2,280,1,0,benign,benign
3,2,2,106,0,1,malignant,malignant
3,2,2,552,1,0,benign,benign
3,2,2,320,0.2,0.8,malignant,malignant
3,2,2,24,1,0,benign,benign
3,2,2,476,1,0,benign,benign
3,2,2,440,0.417308,0.582692,malignant,malignant
3,2,2,617,0.99878,0.00122,benign,benign
3,2,2,307,1,0,benign,benign
3,2,2,51,0.5,0.5,benign,malignant
3,2,2,516,1,0,benign,benign
3,2,2,535,1,0,benign,benign
3,2,2,610,0.317308,0.682692,malignant,malignant
3,2,2,656,1,0,benign,benign
3,2,2,313,1,0,benign,benign
3,2,2,530,0.1,0.9,malignant,malignant
3,2,2,597,1,0,benign,benign
3,2,2,556,1,0,benign,benign
3,2,2,522,0,1,malignant,malignant
3,2,2,595,1,0,benign,benign
3,2,2,90,1,0,benign,benign
3,2,2,113,0,1,malignant,malignant
3,2,2,27,1,0,benign,benign
3,2,2,419,1,0,benign,benign
3,2,2,591,0,1,malignant,malignant
3,2,2,499,1,0,benign,benign
3,2,2,634,1,0,benign,benign
3,2,2,122,0,1,malignant,malignant
3,2,2,674,1,0,benign,benign
3,2,2,654,1,0,benign,benign
3,2,2,266,0,1,malignant,malignant
3,2,2,481,1,0,benign,benign
3,2,2,36,0,1,malignant,malignant
3,2,2,130,1,0,benign,benign
3,2,2,346,0.7,0.3,benign,benign
3,2,2,52,0.1,0.9,malignant,malignant
3,2,2,4,1,0,benign,benign
3,2,2,172,1,0,benign,benign
3,2,2,206,0,1,malignant,malignant
3,2,2,22,1,0,benign,benign
3,2,2,3,0,1,malignant,benign
3,2,2,289,0.022222,0.977778,malignant,malignant
3,2,2,555,0.7,0.3,benign,benign
3,2,2,389,1,0,benign,benign
3,2,2,691,0,1,malignant,malignant
3,2,2,204,1,0,benign,benign
3,2,2,69,1,0,benign,benign
3,2,2,316,0.122222,0.877778,malignant,malignant
3,2,2,127,1,0,benign,benign
3,2,2,625,1,0,benign,benign
3,2,2,305,0,1,malignant,malignant
3,2,2,405,1,0,benign,benign
3,2,2,78,1,0,benign,benign
3,2,2,14,0.017308,0.982692,malignant,malignant
3,2,2,638,1,0,benign,benign
3,2,2,492,1,0,benign,benign
3,2,2,107,0.1,0.9,malignant,malignant
3,2,2,240,0.7,0.3,benign,benign
3,2,2,437,1,0,benign,benign
3,2,2,523,0.117308,0.882692,malignant,malignant
3,2,2,694,1,0,benign,benign
3,2,2,39,0.522222,0.477778,benign,malignant
3,2,2,619,1,0,benign,benign
3,2,2,77,1,0,benign,benign
3,2,2,186,0,1,malignant,malignant
3,2,3,658,0,1,malignant,malignant
3,2,3,137,1,0,benign,benign
3,2,3,406,1,0,benign,benign
3,2,3,349,0.628455,0.371545,benign,malignant
3,2,3,192,1,0,benign,benign
3,2,3,280,1,0,benign,benign
3,2,3,106,0,1,malignant,malignant
3,2,3,552,1,0,benign,benign
3,2,3,320,0.1,0.9,malignant,malignant
3,2,3,24,1,0,benign,benign
3,2,3,476,1,0,benign,benign
3,2,3,440,0.7,0.3,benign,malignant
3,2,3,617,1,0,benign,benign
3,2,3,307,1,0,benign,benign
3,2,3,51,0.428455,0.571545,malignant,malignant
3,2,3,516,1,0,benign,benign
3,2,3,535,1,0,benign,benign
3,2,3,610,0.7,0.3,benign,malignant
3,2,3,656,1,0,benign,benign
3,2,3,313,1,0,benign,benign
3,2,3,530,0,1,malignant,malignant
3,2,3,597,1,0,benign,benign
3,2,3,556,1,0,benign,benign
3,2,3,522,0.1,0.9,malignant,malignant
3,2,3,595,1,0,benign,benign
3,2,3,90,1,0,benign,benign
3,2,3,113,0,1,malignant,malignant
3,2,3,27,1,0,benign,benign
3,2,3,419,0.9,0.1,benign,benign
3,2,3,591,0.3,0.7,malignant,malignant
3,2,3,499,1,0,benign,benign
3,2,3,634,1,0,benign,benign
3,2,3,122,0,1,malignant,malignant
3,2,3,674,1,0,benign,benign
3,2,3,654,1,0,benign,benign
3,2,3,266,0,1,malignant,malignant
3,2,3,481,1,0,benign,benign
3,2,3,36,0.3,0.7,malignant,malignant
3,2,3,130,1,0,benign,benign
3,2,3,346,0.8,0.2,benign,benign
3,2,3,52,0,1,malignant,malignant
3,2,3,4,1,0,benign,benign
3,2,3,172,1,0,benign,benign
3,2,3,206,0,1,malignant,malignant
3,2,3,22,1,0,benign,benign
3,2,3,3,0.1,0.9,malignant,benign
3,2,3,289,0.439583,0.560417,malignant,malignant
3,2,3,555,0.8,0.2,benign,benign
3,2,3,389,1,0,benign,benign
3,2,3,691,0,1,malignant,malignant
3,2,3,204,1,0,benign,benign
3,2,3,69,1,0,benign,benign
3,2,3,316,0.5,0.5,benign,malignant
3,2,3,127,1,0,benign,benign
3,2,3,625,0.928455,0.071545,benign,benign
3,2,3,305,0,1,malignant,malignant
3,2,3,405,1,0,benign,benign
3,2,3,78,1,0,benign,benign
3,2,3,14,0,1,malignant,malignant
3,2,3,638,1,0,benign,benign
3,2,3,492,1,0,benign,benign
3,2,3,107,0.4,0.6,malignant,malignant
3,2,3,240,0.8,0.2,benign,benign
3,2,3,437,1,0,benign,benign
3,2,3,523,0,1,malignant,malignant
3,2,3,694,1,0,benign,benign
3,2,3,39,0.645122,0.354878,benign,malignant
3,2,3,619,1,0,benign,benign
3,2,3,77,1,0,benign,benign
3,2,3,186,0.3,0.7,malignant,malignant
3,2,4,658,0,1,malignant,malignant
3,2,4,137,1,0,benign,benign
3,2,4,406,1,0,benign,benign
3,2,4,349,0.5,0.5,benign,malignant
3,2,4,192,1,0,benign,benign
3,2,4,280,1,0,benign,benign
3,2,4,106,0,1,malignant,malignant
3,2,4,552,1,0,benign,benign
3,2,4,320,0.2,0.8,malignant,malignant
3,2,4,24,1,0,benign,benign
3,2,4,476,1,0,benign,benign
3,2,4,440,0.8,0.2,benign,malignant
3,2,4,617,1,0,benign,benign
3,2,4,307,1,0,benign,benign
3,2,4,51,0.5,0.5,benign,malignant
3,2,4,516,1,0,benign,benign
3,2,4,535,1,0,benign,benign
3,2,4,610,0.8,0.2,benign,malignant
3,2,4,656,1,0,benign,benign
3,2,4,313,1,0,benign,benign
3,2,4,530,0,1,malignant,malignant
3,2,4,597,1,0,benign,benign
3,2,4,556,1,0,benign,benign
3,2,4,522,0,1,malignant,malignant
3,2,4,595,1,0,benign,benign
3,2,4,90,1,0,benign,benign
3,2,4,113,0,1,malignant,malignant
3,2,4,27,1,0,benign,benign
3,2,4,419,1,0,benign,benign
3,2,4,591,0,1,malignant,malignant
3,2,4,499,1,0,benign,benign
3,2,4,634,1,0,benign,benign
3,2,4,122,0,1,malignant,malignant
3,2,4,674,1,0,benign,benign
3,2,4,654,1,0,benign,benign
3,2,4,266,0,1,malignant,malignant
3,2,4,481,1,0,benign,benign
3,2,4,36,0.1,0.9,malignant,malignant
3,2,4,130,1,0,benign,benign
3,2,4,346,0.8,0.2,benign,benign
3,2,4,52,0,1,malignant,malignant
3,2,4,4,1,0,benign,benign
3,2,4,172,1,0,benign,benign
3,2,4,206,0,1,malignant,malignant
3,2,4,22,1,0,benign,benign
3,2,4,3,0,1,malignant,benign
3,2,4,289,0.4,0.6,malignant,malignant
3,2,4,555,0.7,0.3,benign,benign
3,2,4,389,1,0,benign,benign
3,2,4,691,0,1,malignant,malignant
3,2,4,204,1,0,benign,benign
3,2,4,69,1,0,benign,benign
3,2,4,316,0,1,malignant,malignant
3,2,4,127,1,0,benign,benign
3,2,4,625,1,0,benign,benign
3,2,4,305,0,1,malignant,malignant
3,2,4,405,1,0,benign,benign
3,2,4,78,1,0,benign,benign
3,2,4,14,0,1,malignant,malignant
3,2,4,638,1,0,benign,benign
3,2,4,492,1,0,benign,benign
3,2,4,107,0.3,0.7,malignant,malignant
3,2,4,240,0.9,0.1,benign,benign
3,2,4,437,1,0,benign,benign
3,2,4,523,0,1,malignant,malignant
3,2,4,694,1,0,benign,benign
3,2,4,39,0.5,0.5,benign,malignant
3,2,4,619,1,0,benign,benign
3,2,4,77,1,0,benign,benign
3,2,4,186,0.2,0.8,malignant,malignant
3,2,5,658,0,1,malignant,malignant
3,2,5,137,1,0,benign,benign
3,2,5,406,1,0,benign,benign
3,2,5,349,0.8,0.2,benign,malignant
3,2,5,192,1,0,benign,benign
3,2,5,280,1,0,benign,benign
3,2,5,106,0,1,malignant,malignant
3,2,5,552,1,0,benign,benign
3,2,5,320,0,1,malignant,malignant
3,2,5,24,1,0,benign,benign
3,2,5,476,1,0,benign,benign
3,2,5,440,0.3,0.7,malignant,malignant
3,2,5,617,0.997685,0.002315,benign,benign
3,2,5,307,1,0,benign,benign
3,2,5,51,0.7,0.3,benign,malignant
3,2,5,516,1,0,benign,benign
3,2,5,535,1,0,benign,benign
3,2,5,610,0.4,0.6,malignant,malignant
3,2,5,656,1,0,benign,benign
3,2,5,313,1,0,benign,benign
3,2,5,530,0.2,0.8,malignant,malignant
3,2,5,597,1,0,benign,benign
3,2,5,556,1,0,benign,benign
3,2,5,522,0,1,malignant,malignant
3,2,5,595,1,0,benign,benign
3,2,5,90,1,0,benign,benign
3,2,5,113,0,1,malignant,malignant
3,2,5,27,1,0,benign,benign
3,2,5,419,0.8,0.2,benign,benign
3,2,5,591,0.1,0.9,malignant,malignant
3,2,5,499,1,0,benign,benign
3,2,5,634,1,0,benign,benign
3,2,5,122,0,1,malignant,malignant
3,2,5,674,1,0,benign,benign
3,2,5,654,1,0,benign,benign
3,2,5,266,0,1,malignant,malignant
3,2,5,481,1,0,benign,benign
3,2,5,36,0.024176,0.975824,malignant,malignant
3,2,5,130,1,0,benign,benign
3,2,5,346,1,0,benign,benign
3,2,5,52,0,1,malignant,malignant
3,2,5,4,1,0,benign,benign
3,2,5,172,1,0,benign,benign
3,2,5,206,0,1,malignant,malignant
3,2,5,22,1,0,benign,benign
3,2,5,3,0.2,0.8,malignant,benign
3,2,5,289,0.1,0.9,malignant,malignant
3,2,5,555,1,0,benign,benign
3,2,5,389,0.9,0.1,benign,benign
3,2,5,691,0,1,malignant,malignant
3,2,5,204,1,0,benign,benign
3,2,5,69,1,0,benign,benign
3,2,5,316,0,1,malignant,malignant
3,2,5,127,1,0,benign,benign
3,2,5,625,0.8,0.2,benign,benign
3,2,5,305,0,1,malignant,malignant
3,2,5,405,1,0,benign,benign
3,2,5,78,1,0,benign,benign
3,2,5,14,0,1,malignant,malignant
3,2,5,638,1,0,benign,benign
3,2,5,492,1,0,benign,benign
3,2,5,107,0.3,0.7,malignant,malignant
3,2,5,240,1,0,benign,benign
3,2,5,437,1,0,benign,benign
3,2,5,523,0,1,malignant,malignant
3,2,5,694,0.9,0.1,benign,benign
3,2,5,39,0.2,0.8,malignant,malignant
3,2,5,619,1,0,benign,benign
3,2,5,77,1,0,benign,benign
3,2,5,186,0.1,0.9,malignant,malignant
3,2,6,658,0,1,malignant,malignant
3,2,6,137,1,0,benign,benign
3,2,6,406,1,0,benign,benign
3,2,6,349,0.3,0.7,malignant,malignant
3,2,6,192,1,0,benign,benign
3,2,6,280,1,0,benign,benign
3,2,6,106,0,1,malignant,malignant
3,2,6,552,0.9,0.1,benign,benign
3,2,6,320,0,1,malignant,malignant
3,2,6,24,1,0,benign,benign
3,2,6,476,1,0,benign,benign
3,2,6,440,0.2,0.8,malignant,malignant
3,2,6,617,0.997756,0.002244,benign,benign
3,2,6,307,1,0,benign,benign
3,2,6,51,0.7,0.3,benign,malignant
3,2,6,516,1,0,benign,benign
3,2,6,535,1,0,benign,benign
3,2,6,610,0.3,0.7,malignant,malignant
3,2,6,656,1,0,benign,benign
3,2,6,313,1,0,benign,benign
3,2,6,530,0,1,malignant,malignant
3,2,6,597,1,0,benign,benign
3,2,6,556,1,0,benign,benign
3,2,6,522,0.1,0.9,malignant,malignant
3,2,6,595,1,0,benign,benign
3,2,6,90,1,0,benign,benign
3,2,6,113,0,1,malignant,malignant
3,2,6,27,1,0,benign,benign
3,2,6,419,0.9,0.1,benign,benign
3,2,6,591,0.1,0.9,malignant,malignant
3,2,6,499,1,0,benign,benign
3,2,6,634,1,0,benign,benign
3,2,6,122,0,1,malignant,malignant
3,2,6,674,1,0,benign,benign
3,2,6,654,1,0,benign,benign
3,2,6,266,0,1,malignant,malignant
3,2,6,481,0.9,0.1,benign,benign
3,2,6,36,0,1,malignant,malignant
3,2,6,130,1,0,benign,benign
3,2,6,346,1,0,benign,benign
3,2,6,52,0,1,malignant,malignant
3,2,6,4,1,0,benign,benign
3,2,6,172,1,0,benign,benign
3,2,6,206,0,1,malignant,malignant
3,2,6,22,1,0,benign,benign
3,2,6,3,0.3,0.7,malignant,benign
3,2,6,289,0.2,0.8,malignant,malignant
3,2,6,555,0.8,0.2,benign,benign
3,2,6,389,1,0,benign,benign
3,2,6,691,0.3,0.7,malignant,malignant
3,2,6,204,1,0,benign,benign
3,2,6,69,1,0,benign,benign
3,2,6,316,0.3,0.7,malignant,malignant
3,2,6,127,1,0,benign,benign
3,2,6,625,1,0,benign,benign
3,2,6,305,0,1,malignant,malignant
3,2,6,405,1,0,benign,benign
3,2,6,78,0.9,0.1,benign,benign
3,2,6,14,0,1,malignant,malignant
3,2,6,638,1,0,benign,benign
3,2,6,492,1,0,benign,benign
3,2,6,107,0.2,0.8,malignant,malignant
3,2,6,240,1,0,benign,benign
3,2,6,437,1,0,benign,benign
3,2,6,523,0,1,malignant,malignant
3,2,6,694,1,0,benign,benign
3,2,6,39,0.5,0.5,benign,malignant
3,2,6,619,1,0,benign,benign
3,2,6,77,1,0,benign,benign
3,2,6,186,0.1,0.9,malignant,malignant
3,2,7,658,0,1,malignant,malignant
3,2,7,137,1,0,benign,benign
3,2,7,406,1,0,benign,benign
3,2,7,349,0.102161,0.897839,malignant,malignant
3,2,7,192,1,0,benign,benign
3,2,7,280,1,0,benign,benign
3,2,7,106,0,1,malignant,malignant
3,2,7,552,0.7,0.3,benign,benign
3,2,7,320,0,1,malignant,malignant
3,2,7,24,1,0,benign,benign
3,2,7,476,1,0,benign,benign
3,2,7,440,0,1,malignant,malignant
3,2,7,617,0.996336,0.003664,benign,benign
3,2,7,307,1,0,benign,benign
3,2,7,51,0.8,0.2,benign,malignant
3,2,7,516,1,0,benign,benign
3,2,7,535,1,0,benign,benign
3,2,7,610,0,1,malignant,malignant
3,2,7,656,1,0,benign,benign
3,2,7,313,1,0,benign,benign
3,2,7,530,0.1,0.9,malignant,malignant
3,2,7,597,1,0,benign,benign
3,2,7,556,1,0,benign,benign
3,2,7,522,0.2,0.8,malignant,malignant
3,2,7,595,1,0,benign,benign
3,2,7,90,1,0,benign,benign
3,2,7,113,0,1,malignant,malignant
3,2,7,27,1,0,benign,benign
3,2,7,419,0.8,0.2,benign,benign
3,2,7,591,0,1,malignant,malignant
3,2,7,499,1,0,benign,benign
3,2,7,634,1,0,benign,benign
3,2,7,122,0,1,malignant,malignant
3,2,7,674,1,0,benign,benign
3,2,7,654,1,0,benign,benign
3,2,7,266,0,1,malignant,malignant
3,2,7,481,1,0,benign,benign
3,2,7,36,0,1,malignant,malignant
3,2,7,130,1,0,benign,benign
3,2,7,346,1,0,benign,benign
3,2,7,52,0.2,0.8,malignant,malignant
3,2,7,4,1,0,benign,benign
3,2,7,172,1,0,benign,benign
3,2,7,206,0,1,malignant,malignant
3,2,7,22,1,0,benign,benign
3,2,7,3,0.3,0.7,malignant,benign
3,2,7,289,0.3,0.7,malignant,malignant
3,2,7,555,0.8,0.2,benign,benign
3,2,7,389,1,0,benign,benign
3,2,7,691,0.4,0.6,malignant,malignant
3,2,7,204,1,0,benign,benign
3,2,7,69,1,0,benign,benign
3,2,7,316,0.3,0.7,malignant,malignant
3,2,7,127,1,0,benign,benign
3,2,7,625,1,0,benign,benign
3,2,7,305,0.1,0.9,malignant,malignant
3,2,7,405,1,0,benign,benign
3,2,7,78,1,0,benign,benign
3,2,7,14,0,1,malignant,malignant
3,2,7,638,1,0,benign,benign
3,2,7,492,1,0,benign,benign
3,2,7,107,0.1,0.9,malignant,malignant
3,2,7,240,1,0,benign,benign
3,2,7,437,1,0,benign,benign
3,2,7,523,0,1,malignant,malignant
3,2,7,694,1,0,benign,benign
3,2,7,39,0.4,0.6,malignant,malignant
3,2,7,619,1,0,benign,benign
3,2,7,77,1,0,benign,benign
3,2,7,186,0,1,malignant,malignant
3,3,0,618,1,0,benign,benign
3,3,0,66,1,0,benign,benign
3,3,0,519,0,1,malignant,malignant
3,3,0,37,0.6,0.4,benign,benign
3,3,0,185,1,0,benign,benign
3,3,0,246,0,1,malignant,malignant
3,3,0,157,1,0,benign,benign
3,3,0,448,1,0,benign,benign
3,3,0,272,0.528409,0.471591,benign,malignant
3,3,0,533,1,0,benign,benign
3,3,0,82,1,0,benign,benign
3,3,0,109,0.128409,0.871591,malignant,malignant
3,3,0,553,0.5,0.5,benign,benign
3,3,0,259,0.2,0.8,malignant,benign
3,3,0,43,0.5,0.5,benign,malignant
3,3,0,252,0.7,0.3,benign,benign
3,3,0,61,1,0,benign,benign
3,3,0,175,0.1,0.9,malignant,malignant
3,3,0,93,1,0,benign,benign
3,3,0,678,1,0,benign,benign
3,3,0,142,0.128409,0.871591,malignant,malignant
3,3,0,542,0.9,0.1,benign,benign
3,3,0,202,1,0,benign,benign
3,3,0,697,0.228409,0.771591,malignant,malignant
3,3,0,585,1,0,benign,benign
3,3,0,680,0,1,malignant,malignant
3,3,0,518,1,0,benign,benign
3,3,0,558,1,0,benign,benign
3,3,0,146,0.428409,0.571591,malignant,malignant
3,3,0,364,1,0,benign,benign
3,3,0,315,0.471591,0.528409,malignant,benign
3,3,0,85,0.328409,0.671591,malignant,malignant
3,3,0,301,1,0,benign,benign
3,3,0,510,1,0,benign,benign
3,3,0,586,0,1,malignant,malignant
3,3,0,679,1,0,benign,benign
3,3,0,319,0.228409,0.771591,malignant,benign
3,3,0,86,0.428409,0.571591,malignant,malignant
3,3,0,614,1,0,benign,benign
3,3,0,394,1,0,benign,benign
3,3,0,55,0.4,0.6,malignant,malignant
3,3,0,685,1,0,benign,benign
3,3,0,139,1,0,benign,benign
3,3,0,236,0,1,malignant,malignant
3,3,0,664,1,0,benign,benign
3,3,0,181,1,0,benign,benign
3,3,0,21,0.328409,0.671591,malignant,malignant
3,3,0,45,1,0,benign,benign
3,3,0,639,1,0,benign,benign
3,3,0,366,0.1,0.9,malignant,malignant
3,3,0,350,1,0,benign,benign
3,3,0,170,1,0,benign,benign
3,3,0,177,0.1,0.9,malignant,malignant
3,3,0,248,0.8,0.2,benign,benign
3,3,0,224,0.128409,0.871591,malignant,malignant
3,3,0,399,1,0,benign,benign
3,3,0,338,1,0,benign,benign
3,3,0,359,0.6,0.4,benign,malignant
3,3,0,180,1,0,benign,benign
3,3,0,208,1,0,benign,benign
3,3,0,681,0,1,malignant,malignant
3,3,0,486,1,0,benign,benign
3,3,0,13,1,0,benign,benign
3,3,0,65,0.2,0.8,malignant,malignant
3,3,0,462,1,0,benign,benign
3,3,0,278,1,0,benign,benign
3,3,0,515,0.128409,0.871591,malignant,malignant
3,3,0,607,1,0,benign,benign
3,3,0,548,1,0,benign,benign
3,3,0,251,0.028409,0.971591,malignant,malignant
3,3,1,618,1,0,benign,benign
3,3,1,66,1,0,benign,benign
3,3,1,519,0,1,malignant,malignant
3,3,1,37,0.9,0.1,benign,benign
3,3,1,185,1,0,benign,benign
3,3,1,246,0,1,malignant,malignant
3,3,1,157,1,0,benign,benign
3,3,1,448,1,0,benign,benign
3,3,1,272,0.2,0.8,malignant,malignant
3,3,1,533,1,0,benign,benign
3,3,1,82,1,0,benign,benign
3,3,1,109,0.3,0.7,malignant,malignant
3,3,1,553,0.7,0.3,benign,benign
3,3,1,259,0.1,0.9,malignant,benign
3,3,1,43,0.2,0.8,malignant,malignant
3,3,1,252,0.8,0.2,benign,benign
3,3,1,61,1,0,benign,benign
3,3,1,175,0,1,malignant,malignant
3,3,1,93,1,0,benign,benign
3,3,1,678,1,0,benign,benign
3,3,1,142,0,1,malignant,malignant
3,3,1,542,1,0,benign,benign
3,3,1,202,1,0,benign,benign
3,3,1,697,0,1,malignant,malignant
3,3,1,585,1,0,benign,benign
3,3,1,680,0,1,malignant,malignant
3,3,1,518,1,0,benign,benign
3,3,1,558,1,0,benign,benign
3,3,1,146,0.1,0.9,malignant,malignant
3,3,1,364,1,0,benign,benign
3,3,1,315,0.152809,0.847191,malignant,benign
3,3,1,85,0,1,malignant,malignant
3,3,1,301,1,0,benign,benign
3,3,1,510,1,0,benign,benign
3,3,1,586,0,1,malignant,malignant
3,3,1,679,1,0,benign,benign
3,3,1,319,0.4,0.6,malignant,benign
3,3,1,86,0.2,0.8,malignant,malignant
3,3,1,614,1,0,benign,benign
3,3,1,394,1,0,benign,benign
3,3,1,55,0,1,malignant,malignant
3,3,1,685,1,0,benign,benign
3,3,1,139,1,0,benign,benign
3,3,1,236,0,1,malignant,malignant
3,3,1,664,1,0,benign,benign
3,3,1,181,1,0,benign,benign
3,3,1,21,0.1,0.9,malignant,malignant
3,3,1,45,1,0,benign,benign
3,3,1,639,1,0,benign,benign
3,3,1,366,0.032061,0.967939,malignant,malignant
3,3,1,350,1,0,benign,benign
3,3,1,170,1,0,benign,benign
3,3,1,177,0.1,0.9,malignant,malignant
3,3,1,248,1,0,benign,benign
3,3,1,224,0,1,malignant,malignant
3,3,1,399,1,0,benign,benign
3,3,1,338,1,0,benign,benign
3,3,1,359,0.3,0.7,malignant,malignant
3,3,1,180,1,0,benign,benign
3,3,1,208,1,0,benign,benign
3,3,1,681,0,1,malignant,malignant
3,3,1,486,1,0,benign,benign
3,3,1,13,1,0,benign,benign
3,3,1,65,0.2,0.8,malignant,malignant
3,3,1,462,1,0,benign,benign
3,3,1,278,1,0,benign,benign
3,3,1,515,0.2,0.8,malignant,malignant
3,3,1,607,1,0,benign,benign
3,3,1,548,1,0,benign,benign
3,3,1,251,0.2,0.8,malignant,malignant
3,3,2,618,1,0,benign,benign
3,3,2,66,1,0,benign,benign
3,3,2,519,0,1,malignant,malignant
3,3,2,37,1,0,benign,benign
3,3,2,185,1,0,benign,benign
3,3,2,246,0,1,malignant,malignant
3,3,2,157,1,0,benign,benign
3,3,2,448,1,0,benign,benign
3,3,2,272,0.30122,0.69878,malignant,malignant
3,3,2,533,1,0,benign,benign
3,3,2,82,1,0,benign,benign
3,3,2,109,0.322222,0.677778,malignant,malignant
3,3,2,553,0.7,0.3,benign,benign
3,3,2,259,0,1,malignant,benign
3,3,2,43,0.3,0.7,malignant,malignant
3,3,2,252,0.4,0.6,malignant,benign
3,3,2,61,1,0,benign,benign
3,3,2,175,0,1,malignant,malignant
3,3,2,93,1,0,benign,benign
3,3,2,678,1,0,benign,benign
3,3,2,142,0.1,0.9,malignant,malignant
3,3,2,542,1,0,benign,benign
3,3,2,202,1,0,benign,benign
3,3,2,697,0.022222,0.977778,malignant,malignant
3,3,2,585,1,0,benign,benign
3,3,2,680,0,1,malignant,malignant
3,3,2,518,1,0,benign,benign
3,3,2,558,1,0,benign,benign
3,3,2,146,0.4,0.6,malignant,malignant
3,3,2,364,1,0,benign,benign
3,3,2,315,0.170801,0.829199,malignant,benign
3,3,2,85,0.022222,0.977778,malignant,malignant
3,3,2,301,1,0,benign,benign
3,3,2,510,1,0,benign,benign
3,3,2,586,0,1,malignant,malignant
3,3,2,679,1,0,benign,benign
3,3,2,319,0.4,0.6,malignant,benign
3,3,2,86,0.20122,0.79878,malignant,malignant
3,3,2,614,1,0,benign,benign
3,3,2,394,1,0,benign,benign
3,3,2,55,0,1,malignant,malignant
3,3,2,685,1,0,benign,benign
3,3,2,139,0.99878,0.00122,benign,benign
3,3,2,236,0,1,malignant,malignant
3,3,2,664,1,0,benign,benign
3,3,2,181,1,0,benign,benign
3,3,2,21,0,1,malignant,malignant
3,3,2,45,1,0,benign,benign
3,3,2,639,1,0,benign,benign
3,3,2,366,0,1,malignant,malignant
3,3,2,350,1,0,benign,benign
3,3,2,170,1,0,benign,benign
3,3,2,177,0.1,0.9,malignant,malignant
3,3,2,248,0.7,0.3,benign,benign
3,3,2,224,0,1,malignant,malignant
3,3,2,399,1,0,benign,benign
3,3,2,338,1,0,benign,benign
3,3,2,359,0,1,malignant,malignant
3,3,2,180,1,0,benign,benign
3,3,2,208,1,0,benign,benign
3,3,2,681,0,1,malignant,malignant
3,3,2,486,1,0,benign,benign
3,3,2,13,1,0,benign,benign
3,3,2,65,0.3,0.7,malignant,malignant
3,3,2,462,1,0,benign,benign
3,3,2,278,1,0,benign,benign
3,3,2,515,0.222222,0.777778,malignant,malignant
3,3,2,607,1,0,benign,benign
3,3,2,548,1,0,benign,benign
3,3,2,251,0.117308,0.882692,malignant,malignant
3,3,3,618,1,0,benign,benign
3,3,3,66,1,0,benign,benign
3,3,3,519,0,1,malignant,malignant
3,3,3,37,0.9,0.1,benign,benign
3,3,3,185,1,0,benign,benign
3,3,3,246,0,1,malignant,malignant
3,3,3,157,1,0,benign,benign
3,3,3,448,1,0,benign,benign
3,3,3,272,0.3,0.7,malignant,malignant
3,3,3,533,1,0,benign,benign
3,3,3,82,1,0,benign,benign
3,3,3,109,0.2,0.8,malignant,malignant
3,3,3,553,0.8,0.2,benign,benign
3,3,3,259,0,1,malignant,benign
3,3,3,43,0.5,0.5,benign,malignant
3,3,3,252,0.2,0.8,malignant,benign
3,3,3,61,1,0,benign,benign
3,3,3,175,0,1,malignant,malignant
3,3,3,93,1,0,benign,benign
3,3,3,678,1,0,benign,benign
3,3,3,142,0,1,malignant,malignant
3,3,3,542,1,0,benign,benign
3,3,3,202,1,0,benign,benign
3,3,3,697,0.2,0.8,malignant,malignant
3,3,3,585,1,0,benign,benign
3,3,3,680,0,1,malignant,malignant
3,3,3,518,1,0,benign,benign
3,3,3,558,1,0,benign,benign
3,3,3,146,0.4,0.6,malignant,malignant
3,3,3,364,1,0,benign,benign
3,3,3,315,0.38015,0.61985,malignant,benign
3,3,3,85,0.2,0.8,malignant,malignant
3,3,3,301,1,0,benign,benign
3,3,3,510,1,0,benign,benign
3,3,3,586,0,1,malignant,malignant
3,3,3,679,1,0,benign,benign
3,3,3,319,0.5,0.5,benign,benign
3,3,3,86,0.4,0.6,malignant,malignant
3,3,3,614,1,0,benign,benign
3,3,3,394,1,0,benign,benign
3,3,3,55,0,1,malignant,malignant
3,3,3,685,1,0,benign,benign
3,3,3,139,1,0,benign,benign
3,3,3,236,0,1,malignant,malignant
3,3,3,664,1,0,benign,benign
3,3,3,181,1,0,benign,benign
3,3,3,21,0,1,malignant,malignant
3,3,3,45,1,0,benign,benign
3,3,3,639,1,0,benign,benign
3,3,3,366,0,1,malignant,malignant
3,3,3,350,1,0,benign,benign
3,3,3,170,1,0,benign,benign
3,3,3,177,0.3,0.7,malignant,malignant
3,3,3,248,0.8,0.2,benign,benign
3,3,3,224,0,1,malignant,malignant
3,3,3,399,1,0,benign,benign
3,3,3,338,1,0,benign,benign
3,3,3,359,0,1,malignant,malignant
3,3,3,180,1,0,benign,benign
3,3,3,208,1,0,benign,benign
3,3,3,681,0,1,malignant,malignant
3,3,3,486,1,0,benign,benign
3,3,3,13,1,0,benign,benign
3,3,3,65,0.3,0.7,malignant,malignant
3,3,3,462,1,0,benign,benign
3,3,3,278,1,0,benign,benign
3,3,3,515,0.2,0.8,malignant,malignant
3,3,3,607,1,0,benign,benign
3,3,3,548,1,0,benign,benign
3,3,3,251,0.1,0.9,malignant,malignant
3,3,4,618,1,0,benign,benign
3,3,4,66,1,0,benign,benign
3,3,4,519,0.1,0.9,malignant,malignant
3,3,4,37,1,0,benign,benign
3,3,4,185,1,0,benign,benign
3,3,4,246,0,1,malignant,malignant
3,3,4,157,1,0,benign,benign
3,3,4,448,1,0,benign,benign
3,3,4,272,0.4,0.6,malignant,malignant
3,3,4,533,1,0,benign,benign
3,3,4,82,1,0,benign,benign
3,3,4,109,0.1,0.9,malignant,malignant
3,3,4,553,0.7,0.3,benign,benign
3,3,4,259,0.5,0.5,benign,benign
3,3,4,43,0.5,0.5,benign,malignant
3,3,4,252,0.1,0.9,malignant,benign
3,3,4,61,1,0,benign,benign
3,3,4,175,0,1,malignant,malignant
3,3,4,93,1,0,benign,benign
3,3,4,678,1,0,benign,benign
3,3,4,142,0,1,malignant,malignant
3,3,4,542,1,0,benign,benign
3,3,4,202,1,0,benign,benign
3,3,4,697,0.3,0.7,malignant,malignant
3,3,4,585,1,0,benign,benign
3,3,4,680,0,1,malignant,malignant
3,3,4,518,1,0,benign,benign
3,3,4,558,1,0,benign,benign
3,3,4,146,0.2,0.8,malignant,malignant
3,3,4,364,1,0,benign,benign
3,3,4,315,0.176933,0.823067,malignant,benign
3,3,4,85,0.5,0.5,benign,malignant
3,3,4,301,1,0,benign,benign
3,3,4,510,1,0,benign,benign
3,3,4,586,0,1,malignant,malignant
3,3,4,679,1,0,benign,benign
3,3,4,319,0.1,0.9,malignant,benign
3,3,4,86,0.1,0.9,malignant,malignant
3,3,4,614,1,0,benign,benign
3,3,4,394,1,0,benign,benign
3,3,4,55,0,1,malignant,malignant
3,3,4,685,1,0,benign,benign
3,3,4,139,1,0,benign,benign
3,3,4,236,0,1,malignant,malignant
3,3,4,664,1,0,benign,benign
3,3,4,181,1,0,benign,benign
3,3,4,21,0,1,malignant,malignant
3,3,4,45,1,0,benign,benign
3,3,4,639,1,0,benign,benign
3,3,4,366,0.1,0.9,malignant,malignant
3,3,4,350,1,0,benign,benign
3,3,4,170,1,0,benign,benign
3,3,4,177,0.3,0.7,malignant,malignant
3,3,4,248,0.8,0.2,benign,benign
3,3,4,224,0,1,malignant,malignant
3,3,4,399,1,0,benign,benign
3,3,4,338,1,0,benign,benign
3,3,4,359,0,1,malignant,malignant
3,3,4,180,1,0,benign,benign
3,3,4,208,1,0,benign,benign
3,3,4,681,0,1,malignant,malignant
3,3,4,486,1,0,benign,benign
3,3,4,13,1,0,benign,benign
3,3,4,65,0.7,0.3,benign,malignant
3,3,4,462,1,0,benign,benign
3,3,4,278,1,0,benign,benign
3,3,4,515,0.049064,0.950936,malignant,malignant
3,3,4,607,1,0,benign,benign
3,3,4,548,1,0,benign,benign
3,3,4,251,0,1,malignant,malignant
3,3,5,618,1,0,benign,benign
3,3,5,66,1,0,benign,benign
3,3,5,519,0,1,malignant,malignant
3,3,5,37,1,0,benign,benign
3,3,5,185,1,0,benign,benign
3,3,5,246,0.1,0.9,malignant,malignant
3,3,5,157,1,0,benign,benign
3,3,5,448,1,0,benign,benign
3,3,5,272,0.2,0.8,malignant,malignant
3,3,5,533,1,0,benign,benign
3,3,5,82,1,0,benign,benign
3,3,5,109,0.2,0.8,malignant,malignant
3,3,5,553,0.4,0.6,malignant,benign
3,3,5,259,0.2,0.8,malignant,benign
3,3,5,43,0.3,0.7,malignant,malignant
3,3,5,252,0.1,0.9,malignant,benign
3,3,5,61,1,0,benign,benign
3,3,5,175,0,1,malignant,malignant
3,3,5,93,1,0,benign,benign
3,3,5,678,1,0,benign,benign
3,3,5,142,0,1,malignant,malignant
3,3,5,542,1,0,benign,benign
3,3,5,202,1,0,benign,benign
3,3,5,697,0.2,0.8,malignant,malignant
3,3,5,585,1,0,benign,benign
3,3,5,680,0,1,malignant,malignant
3,3,5,518,1,0,benign,benign
3,3,5,558,1,0,benign,benign
3,3,5,146,0.2,0.8,malignant,malignant
3,3,5,364,1,0,benign,benign
3,3,5,315,0.038416,0.961584,malignant,benign
3,3,5,85,0,1,malignant,malignant
3,3,5,301,1,0,benign,benign
3,3,5,510,1,0,benign,benign
3,3,5,586,0.1,0.9,malignant,malignant
3,3,5,679,1,0,benign,benign
3,3,5,319,0.4,0.6,malignant,benign
3,3,5,86,0.2,0.8,malignant,malignant
3,3,5,614,1,0,benign,benign
3,3,5,394,1,0,benign,benign
3,3,5,55,0,1,malignant,malignant
3,3,5,685,1,0,benign,benign
3,3,5,139,0.994643,0.005357,benign,benign
3,3,5,236,0,1,malignant,malignant
3,3,5,664,1,0,benign,benign
3,3,5,181,1,0,benign,benign
3,3,5,21,0.1,0.9,malignant,malignant
3,3,5,45,1,0,benign,benign
3,3,5,639,1,0,benign,benign
3,3,5,366,0,1,malignant,malignant
3,3,5,350,1,0,benign,benign
3,3,5,170,1,0,benign,benign
3,3,5,177,0.1,0.9,malignant,malignant
3,3,5,248,0.9,0.1,benign,benign
3,3,5,224,0,1,malignant,malignant
3,3,5,399,1,0,benign,benign
3,3,5,338,1,0,benign,benign
3,3,5,359,0.1,0.9,malignant,malignant
3,3,5,180,1,0,benign,benign
3,3,5,208,1,0,benign,benign
3,3,5,681,0,1,malignant,malignant
3,3,5,486,1,0,benign,benign
3,3,5,13,1,0,benign,benign
3,3,5,65,0.6,0.4,benign,malignant
3,3,5,462,1,0,benign,benign
3,3,5,278,1,0,benign,benign
3,3,5,515,0,1,malignant,malignant
3,3,5,607,1,0,benign,benign
3,3,5,548,1,0,benign,benign
3,3,5,251,0.1,0.9,malignant,malignant
3,3,6,618,1,0,benign,benign
3,3,6,66,1,0,benign,benign
3,3,6,519,0.1,0.9,malignant,malignant
3,3,6,37,0.8,0.2,benign,benign
3,3,6,185,1,0,benign,benign
3,3,6,246,0,1,malignant,malignant
3,3,6,157,1,0,benign,benign
3,3,6,448,1,0,benign,benign
3,3,6,272,0,1,malignant,malignant
3,3,6,533,1,0,benign,benign
3,3,6,82,1,0,benign,benign
3,3,6,109,0,1,malignant,malignant
3,3,6,553,0.8,0.2,benign,benign
3,3,6,259,0,1,malignant,benign
3,3,6,43,0.4,0.6,malignant,malignant
3,3,6,252,0,1,malignant,benign
3,3,6,61,1,0,benign,benign
3,3,6,175,0,1,malignant,malignant
3,3,6,93,1,0,benign,benign
3,3,6,678,1,0,benign,benign
3,3,6,142,0,1,malignant,malignant
3,3,6,542,1,0,benign,benign
3,3,6,202,1,0,benign,benign
3,3,6,697,0,1,malignant,malignant
3,3,6,585,1,0,benign,benign
3,3,6,680,0,1,malignant,malignant
3,3,6,518,1,0,benign,benign
3,3,6,558,1,0,benign,benign
3,3,6,146,0.2,0.8,malignant,malignant
3,3,6,364,1,0,benign,benign
3,3,6,315,0.118221,0.881779,malignant,benign
3,3,6,85,0,1,malignant,malignant
3,3,6,301,1,0,benign,benign
3,3,6,510,1,0,benign,benign
3,3,6,586,0.1,0.9,malignant,malignant
3,3,6,679,1,0,benign,benign
3,3,6,319,0.4,0.6,malignant,benign
3,3,6,86,0.1,0.9,malignant,malignant
3,3,6,614,1,0,benign,benign
3,3,6,394,1,0,benign,benign
3,3,6,55,0.1,0.9,malignant,malignant
3,3,6,685,1,0,benign,benign
3,3,6,139,0.978103,0.021897,benign,benign
3,3,6,236,0,1,malignant,malignant
3,3,6,664,1,0,benign,benign
3,3,6,181,1,0,benign,benign
3,3,6,21,0.1,0.9,malignant,malignant
3,3,6,45,1,0,benign,benign
3,3,6,639,1,0,benign,benign
3,3,6,366,0,1,malignant,malignant
3,3,6,350,1,0,benign,benign
3,3,6,170,1,0,benign,benign
3,3,6,177,0,1,malignant,malignant
3,3,6,248,0.9,0.1,benign,benign
3,3,6,224,0,1,malignant,malignant
3,3,6,399,1,0,benign,benign
3,3,6,338,1,0,benign,benign
3,3,6,359,0,1,malignant,malignant
3,3,6,180,1,0,benign,benign
3,3,6,208,1,0,benign,benign
3,3,6,681,0,1,malignant,malignant
3,3,6,486,1,0,benign,benign
3,3,6,13,1,0,benign,benign
3,3,6,65,0.238773,0.761227,malignant,malignant
3,3,6,462,1,0,benign,benign
3,3,6,278,1,0,benign,benign
3,3,6,515,0,1,malignant,malignant
3,3,6,607,1,0,benign,benign
3,3,6,548,1,0,benign,benign
3,3,6,251,0.1,0.9,malignant,malignant
3,3,7,618,1,0,benign,benign
3,3,7,66,1,0,benign,benign
3,3,7,519,0,1,malignant,malignant
3,3,7,37,0.8,0.2,benign,benign
3,3,7,185,1,0,benign,benign
3,3,7,246,0,1,malignant,malignant
3,3,7,157,1,0,benign,benign
3,3,7,448,1,0,benign,benign
3,3,7,272,0,1,malignant,malignant
3,3,7,533,1,0,benign,benign
3,3,7,82,1,0,benign,benign
3,3,7,109,0.1,0.9,malignant,malignant
3,3,7,553,0.627419,0.372581,benign,benign
3,3,7,259,0.02,0.98,malignant,benign
3,3,7,43,0.309055,0.690945,malignant,malignant
3,3,7,252,0.2,0.8,malignant,benign
3,3,7,61,1,0,benign,benign
3,3,7,175,0,1,malignant,malignant
3,3,7,93,1,0,benign,benign
3,3,7,678,1,0,benign,benign
3,3,7,142,0.1,0.9,malignant,malignant
3,3,7,542,1,0,benign,benign
3,3,7,202,1,0,benign,benign
3,3,7,697,0.1,0.9,malignant,malignant
3,3,7,585,1,0,benign,benign
3,3,7,680,0,1,malignant,malignant
3,3,7,518,1,0,benign,benign
3,3,7,558,1,0,benign,benign
3,3,7,146,0.1,0.9,malignant,malignant
3,3,7,364,1,0,benign,benign
3,3,7,315,0.200858,0.799142,malignant,benign
3,3,7,85,0.2,0.8,malignant,malignant
3,3,7,301,1,0,benign,benign
3,3,7,510,1,0,benign,benign
3,3,7,586,0,1,malignant,malignant
3,3,7,679,1,0,benign,benign
3,3,7,319,0.1,0.9,malignant,benign
3,3,7,86,0.1,0.9,malignant,malignant
3,3,7,614,1,0,benign,benign
3,3,7,394,1,0,benign,benign
3,3,7,55,0.1,0.9,malignant,malignant
3,3,7,685,1,0,benign,benign
3,3,7,139,1,0,benign,benign
3,3,7,236,0,1,malignant,malignant
3,3,7,664,1,0,benign,benign
3,3,7,181,1,0,benign,benign
3,3,7,21,0.1,0.9,malignant,malignant
3,3,7,45,1,0,benign,benign
3,3,7,639,1,0,benign,benign
3,3,7,366,0,1,malignant,malignant
3,3,7,350,1,0,benign,benign
3,3,7,170,1,0,benign,benign
3,3,7,177,0.1,0.9,malignant,malignant
3,3,7,248,1,0,benign,benign
3,3,7,224,0,1,malignant,malignant
3,3,7,399,1,0,benign,benign
3,3,7,338,1,0,benign,benign
3,3,7,359,0,1,malignant,malignant
3,3,7,180,1,0,benign,benign
3,3,7,208,1,0,benign,benign
3,3,7,681,0,1,malignant,malignant
3,3,7,486,1,0,benign,benign
3,3,7,13,1,0,benign,benign
3,3,7,65,0.4,0.6,malignant,malignant
3,3,7,462,1,0,benign,benign
3,3,7,278,1,0,benign,benign
3,3,7,515,0,1,malignant,malignant
3,3,7,607,1,0,benign,benign
3,3,7,548,1,0,benign,benign
3,3,7,251,0,1,malignant,malignant
3,4,0,28,1,0,benign,benign
3,4,0,418,1,0,benign,benign
3,4,0,210,0,1,malignant,malignant
3,4,0,133,1,0,benign,benign
3,4,0,347,0.8,0.2,benign,benign
3,4,0,42,0.1,0.9,malignant,malignant
3,4,0,209,1,0,benign,benign
3,4,0,0,1,0,benign,benign
3,4,0,312,0.5,0.5,benign,malignant
3,4,0,695,1,0,benign,benign
3,4,0,503,1,0,benign,benign
3,4,0,15,0.4,0.6,malignant,malignant
3,4,0,294,1,0,benign,benign
3,4,0,190,0,1,malignant,malignant
3,4,0,536,1,0,benign,benign
3,4,0,403,1,0,benign,benign
3,4,0,229,0,1,malignant,malignant
3,4,0,438,1,0,benign,benign
3,4,0,390,1,0,benign,benign
3,4,0,357,0,1,malignant,malignant
3,4,0,444,1,0,benign,benign
3,4,0,428,1,0,benign,benign
3,4,0,592,0.428409,0.571591,malignant,malignant
3,4,0,324,1,0,benign,benign
3,4,0,478,1,0,benign,benign
3,4,0,317,0.2,0.8,malignant,malignant
3,4,0,118,1,0,benign,benign
3,4,0,19,1,0,benign,benign
3,4,0,223,0.128409,0.871591,malignant,malignant
3,4,0,547,1,0,benign,benign
3,4,0,351,1,0,benign,benign
3,4,0,54,0.228409,0.771591,malignant,malignant
3,4,0,459,1,0,benign,benign
3,4,0,198,1,0,benign,benign
3,4,0,344,0.328409,0.671591,malignant,malignant
3,4,0,138,1,0,benign,benign
3,4,0,423,1,0,benign,benign
3,4,0,173,0.1,0.9,malignant,malignant
3,4,0,524,1,0,benign,benign
3,4,0,404,1,0,benign,benign
3,4,0,123,0.428409,0.571591,malignant,malignant
3,4,0,442,1,0,benign,benign
3,4,0,111,0.4,0.6,malignant,malignant
3,4,0,171,1,0,benign,benign
3,4,0,512,1,0,benign,benign
3,4,0,233,0.228409,0.771591,malignant,malignant
3,4,0,234,0.7,0.3,benign,benign
3,4,0,445,1,0,benign,benign
3,4,0,179,0.8,0.2,benign,malignant
3,4,0,602,1,0,benign,benign
3,4,0,520,1,0,benign,benign
3,4,0,626,0.428409,0.571591,malignant,malignant
3,4,0,321,1,0,benign,benign
3,4,0,628,1,0,benign,benign
3,4,0,358,0.328409,0.671591,malignant,malignant
3,4,0,203,1,0,benign,benign
3,4,0,683,1,0,benign,benign
3,4,0,191,0.1,0.9,malignant,malignant
3,4,0,165,1,0,benign,benign
3,4,0,265,0.9,0.1,benign,benign
3,4,0,200,0,1,malignant,malignant
3,4,0,135,0.8,0.2,benign,benign
3,4,0,584,1,0,benign,benign
3,4,0,491,0,1,malignant,malignant
3,4,0,497,1,0,benign,benign
3,4,0,564,1,0,benign,benign
3,4,0,570,0.228409,0.771591,malignant,malignant
3,4,0,538,1,0,benign,benign
3,4,0,16,1,0,benign,benign
3,4,0,648,0.1,0.9,malignant,malignant
3,4,1,28,1,0,benign,benign
3,4,1,418,1,0,benign,benign
3,4,1,210,0,1,malignant,malignant
3,4,1,133,1,0,benign,benign
3,4,1,347,1,0,benign,benign
3,4,1,42,0.032061,0.967939,malignant,malignant
3,4,1,209,1,0,benign,benign
3,4,1,0,1,0,benign,benign
3,4,1,312,0.3,0.7,malignant,malignant
3,4,1,695,1,0,benign,benign
3,4,1,503,1,0,benign,benign
3,4,1,15,0.3,0.7,malignant,malignant
3,4,1,294,1,0,benign,benign
3,4,1,190,0,1,malignant,malignant
3,4,1,536,1,0,benign,benign
3,4,1,403,1,0,benign,benign
3,4,1,229,0,1,malignant,malignant
3,4,1,438,1,0,benign,benign
3,4,1,390,1,0,benign,benign
3,4,1,357,0,1,malignant,malignant
3,4,1,444,1,0,benign,benign
3,4,1,428,1,0,benign,benign
3,4,1,592,0.5,0.5,benign,malignant
3,4,1,324,1,0,benign,benign
3,4,1,478,1,0,benign,benign
3,4,1,317,0.032061,0.967939,malignant,malignant
3,4,1,118,1,0,benign,benign
3,4,1,19,1,0,benign,benign
3,4,1,223,0,1,malignant,malignant
3,4,1,547,1,0,benign,benign
3,4,1,351,1,0,benign,benign
3,4,1,54,0.1,0.9,malignant,malignant
3,4,1,459,1,0,benign,benign
3,4,1,198,1,0,benign,benign
3,4,1,344,0.3,0.7,malignant,malignant
3,4,1,138,1,0,benign,benign
3,4,1,423,1,0,benign,benign
3,4,1,173,0.032061,0.967939,malignant,malignant
3,4,1,524,1,0,benign,benign
3,4,1,404,1,0,benign,benign
3,4,1,123,0.2,0.8,malignant,malignant
3,4,1,442,1,0,benign,benign
3,4,1,111,0.3,0.7,malignant,malignant
3,4,1,171,1,0,benign,benign
3,4,1,512,1,0,benign,benign
3,4,1,233,0.1,0.9,malignant,malignant
3,4,1,234,1,0,benign,benign
3,4,1,445,1,0,benign,benign
3,4,1,179,1,0,benign,malignant
3,4,1,602,1,0,benign,benign
3,4,1,520,1,0,benign,benign
3,4,1,626,0.1,0.9,malignant,malignant
3,4,1,321,1,0,benign,benign
3,4,1,628,1,0,benign,benign
3,4,1,358,0,1,malignant,malignant
3,4,1,203,1,0,benign,benign
3,4,1,683,1,0,benign,benign
3,4,1,191,0.1,0.9,malignant,malignant
3,4,1,165,1,0,benign,benign
3,4,1,265,0.9,0.1,benign,benign
3,4,1,200,0,1,malignant,malignant
3,4,1,135,0.9,0.1,benign,benign
3,4,1,584,1,0,benign,benign
3,4,1,491,0,1,malignant,malignant
3,4,1,497,1,0,benign,benign
3,4,1,564,1,0,benign,benign
3,4,1,570,0.2,0.8,malignant,malignant
3,4,1,538,1,0,benign,benign
3,4,1,16,1,0,benign,benign
3,4,1,648,0,1,malignant,malignant
3,4,2,28,1,0,benign,benign
3,4,2,418,1,0,benign,benign
3,4,2,210,0,1,malignant,malignant
3,4,2,133,1,0,benign,benign
3,4,2,347,0.9,0.1,benign,benign
3,4,2,42,0,1,malignant,malignant
3,4,2,209,1,0,benign,benign
3,4,2,0,1,0,benign,benign
3,4,2,312,0.3,0.7,malignant,malignant
3,4,2,695,1,0,benign,benign
3,4,2,503,1,0,benign,benign
3,4,2,15,0.3,0.7,malignant,malignant
3,4,2,294,0.99878,0.00122,benign,benign
3,4,2,190,0,1,malignant,malignant
3,4,2,536,1,0,benign,benign
3,4,2,403,1,0,benign,benign
3,4,2,229,0,1,malignant,malignant
3,4,2,438,1,0,benign,benign
3,4,2,390,1,0,benign,benign
3,4,2,357,0,1,malignant,malignant
3,4,2,444,1,0,benign,benign
3,4,2,428,1,0,benign,benign
3,4,2,592,0.20122,0.79878,malignant,malignant
3,4,2,324,1,0,benign,benign
3,4,2,478,1,0,benign,benign
3,4,2,317,0,1,malignant,malignant
3,4,2,118,1,0,benign,benign
3,4,2,19,1,0,benign,benign
3,4,2,223,0,1,malignant,malignant
3,4,2,547,1,0,benign,benign
3,4,2,351,1,0,benign,benign
3,4,2,54,0.2,0.8,malignant,malignant
3,4,2,459,1,0,benign,benign
3,4,2,198,1,0,benign,benign
3,4,2,344,0.1,0.9,malignant,malignant
3,4,2,138,1,0,benign,benign
3,4,2,423,1,0,benign,benign
3,4,2,173,0,1,malignant,malignant
3,4,2,524,1,0,benign,benign
3,4,2,404,1,0,benign,benign
3,4,2,123,0.20122,0.79878,malignant,malignant
3,4,2,442,1,0,benign,benign
3,4,2,111,0.2,0.8,malignant,malignant
3,4,2,171,1,0,benign,benign
3,4,2,512,1,0,benign,benign
3,4,2,233,0.2,0.8,malignant,malignant
3,4,2,234,0.7,0.3,benign,benign
3,4,2,445,1,0,benign,benign
3,4,2,179,0.80122,0.19878,benign,malignant
3,4,2,602,1,0,benign,benign
3,4,2,520,1,0,benign,benign
3,4,2,626,0.022222,0.977778,malignant,malignant
3,4,2,321,0.99878,0.00122,benign,benign
3,4,2,628,1,0,benign,benign
3,4,2,358,0,1,malignant,malignant
3,4,2,203,1,0,benign,benign
3,4,2,683,1,0,benign,benign
3,4,2,191,0.1,0.9,malignant,malignant
3,4,2,165,1,0,benign,benign
3,4,2,265,1,0,benign,benign
3,4,2,200,0,1,malignant,malignant
3,4,2,135,0.8,0.2,benign,benign
3,4,2,584,1,0,benign,benign
3,4,2,491,0,1,malignant,malignant
3,4,2,497,1,0,benign,benign
3,4,2,564,1,0,benign,benign
3,4,2,570,0.2,0.8,malignant,malignant
3,4,2,538,1,0,benign,benign
3,4,2,16,1,0,benign,benign
3,4,2,648,0.1,0.9,malignant,malignant
3,4,3,28,1,0,benign,benign
3,4,3,418,1,0,benign,benign
3,4,3,210,0,1,malignant,malignant
3,4,3,133,1,0,benign,benign
3,4,3,347,1,0,benign,benign
3,4,3,42,0,1,malignant,malignant
3,4,3,209,1,0,benign,benign
3,4,3,0,1,0,benign,benign
3,4,3,312,0.3,0.7,malignant,malignant
3,4,3,695,1,0,benign,benign
3,4,3,503,1,0,benign,benign
3,4,3,15,0.5,0.5,benign,malignant
3,4,3,294,1,0,benign,benign
3,4,3,190,0,1,malignant,malignant
3,4,3,536,1,0,benign,benign
3,4,3,403,1,0,benign,benign
3,4,3,229,0,1,malignant,malignant
3,4,3,438,1,0,benign,benign
3,4,3,390,1,0,benign,benign
3,4,3,357,0,1,malignant,malignant
3,4,3,444,1,0,benign,benign
3,4,3,428,1,0,benign,benign
3,4,3,592,0.2,0.8,malignant,malignant
3,4,3,324,1,0,benign,benign
3,4,3,478,1,0,benign,benign
3,4,3,317,0.1,0.9,malignant,malignant
3,4,3,118,1,0,benign,benign
3,4,3,19,1,0,benign,benign
3,4,3,223,0,1,malignant,malignant
3,4,3,547,1,0,benign,benign
3,4,3,351,1,0,benign,benign
3,4,3,54,0,1,malignant,malignant
3,4,3,459,1,0,benign,benign
3,4,3,198,1,0,benign,benign
3,4,3,344,0,1,malignant,malignant
3,4,3,138,1,0,benign,benign
3,4,3,423,1,0,benign,benign
3,4,3,173,0,1,malignant,malignant
3,4,3,524,1,0,benign,benign
3,4,3,404,1,0,benign,benign
3,4,3,123,0.3,0.7,malignant,malignant
3,4,3,442,1,0,benign,benign
3,4,3,111,0.1,0.9,malignant,malignant
3,4,3,171,1,0,benign,benign
3,4,3,512,1,0,benign,benign
3,4,3,233,0.1,0.9,malignant,malignant
3,4,3,234,0.9,0.1,benign,benign
3,4,3,445,1,0,benign,benign
3,4,3,179,0.8,0.2,benign,malignant
3,4,3,602,1,0,benign,benign
3,4,3,520,1,0,benign,benign
3,4,3,626,0.3,0.7,malignant,malignant
3,4,3,321,1,0,benign,benign
3,4,3,628,1,0,benign,benign
3,4,3,358,0,1,malignant,malignant
3,4,3,203,1,0,benign,benign
3,4,3,683,1,0,benign,benign
3,4,3,191,0,1,malignant,malignant
3,4,3,165,1,0,benign,benign
3,4,3,265,1,0,benign,benign
3,4,3,200,0,1,malignant,malignant
3,4,3,135,0.8,0.2,benign,benign
3,4,3,584,1,0,benign,benign
3,4,3,491,0,1,malignant,malignant
3,4,3,497,1,0,benign,benign
3,4,3,564,1,0,benign,benign
3,4,3,570,0,1,malignant,malignant
3,4,3,538,1,0,benign,benign
3,4,3,16,1,0,benign,benign
3,4,3,648,0.1,0.9,malignant,malignant
3,4,4,28,1,0,benign,benign
3,4,4,418,0.9,0.1,benign,benign
3,4,4,210,0,1,malignant,malignant
3,4,4,133,1,0,benign,benign
3,4,4,347,1,0,benign,benign
3,4,4,42,0,1,malignant,malignant
3,4,4,209,1,0,benign,benign
3,4,4,0,1,0,benign,benign
3,4,4,312,0.2,0.8,malignant,malignant
3,4,4,695,1,0,benign,benign
3,4,4,503,1,0,benign,benign
3,4,4,15,0.2,0.8,malignant,malignant
3,4,4,294,1,0,benign,benign
3,4,4,190,0,1,malignant,malignant
3,4,4,536,1,0,benign,benign
3,4,4,403,1,0,benign,benign
3,4,4,229,0,1,malignant,malignant
3,4,4,438,1,0,benign,benign
3,4,4,390,1,0,benign,benign
3,4,4,357,0,1,malignant,malignant
3,4,4,444,1,0,benign,benign
3,4,4,428,1,0,benign,benign
3,4,4,592,0.3,0.7,malignant,malignant
3,4,4,324,1,0,benign,benign
3,4,4,478,1,0,benign,benign
3,4,4,317,0.3,0.7,malignant,malignant
3,4,4,118,1,0,benign,benign
3,4,4,19,1,0,benign,benign
3,4,4,223,0,1,malignant,malignant
3,4,4,547,1,0,benign,benign
3,4,4,351,1,0,benign,benign
3,4,4,54,0.1,0.9,malignant,malignant
3,4,4,459,1,0,benign,benign
3,4,4,198,1,0,benign,benign
3,4,4,344,0,1,malignant,malignant
3,4,4,138,1,0,benign,benign
3,4,4,423,1,0,benign,benign
3,4,4,173,0,1,malignant,malignant
3,4,4,524,1,0,benign,benign
3,4,4,404,1,0,benign,benign
3,4,4,123,0.3,0.7,malignant,malignant
3,4,4,442,1,0,benign,benign
3,4,4,111,0.2,0.8,malignant,malignant
3,4,4,171,1,0,benign,benign
3,4,4,512,1,0,benign,benign
3,4,4,233,0.1,0.9,malignant,malignant
3,4,4,234,1,0,benign,benign
3,4,4,445,1,0,benign,benign
3,4,4,179,0.7,0.3,benign,malignant
3,4,4,602,1,0,benign,benign
3,4,4,520,1,0,benign,benign
3,4,4,626,0.3,0.7,malignant,malignant
3,4,4,321,1,0,benign,benign
3,4,4,628,1,0,benign,benign
3,4,4,358,0,1,malignant,malignant
3,4,4,203,1,0,benign,benign
3,4,4,683,1,0,benign,benign
3,4,4,191,0,1,malignant,malignant
3,4,4,165,0.9,0.1,benign,benign
3,4,4,265,0.9,0.1,benign,benign
3,4,4,200,0,1,malignant,malignant
3,4,4,135,0.9,0.1,benign,benign
3,4,4,584,1,0,benign,benign
3,4,4,491,0,1,malignant,malignant
3,4,4,497,1,0,benign,benign
3,4,4,564,1,0,benign,benign
3,4,4,570,0.1,0.9,malignant,malignant
3,4,4,538,1,0,benign,benign
3,4,4,16,1,0,benign,benign
3,4,4,648,0.2,0.8,malignant,malignant
3,4,5,28,1,0,benign,benign
3,4,5,418,1,0,benign,benign
3,4,5,210,0,1,malignant,malignant
3,4,5,133,1,0,benign,benign
3,4,5,347,0.9,0.1,benign,benign
3,4,5,42,0,1,malignant,malignant
3,4,5,209,1,0,benign,benign
3,4,5,0,1,0,benign,benign
3,4,5,312,0.1,0.9,malignant,malignant
3,4,5,695,1,0,benign,benign
3,4,5,503,1,0,benign,benign
3,4,5,15,0.2,0.8,malignant,malignant
3,4,5,294,1,0,benign,benign
3,4,5,190,0,1,malignant,malignant
3,4,5,536,1,0,benign,benign
3,4,5,403,1,0,benign,benign
3,4,5,229,0,1,malignant,malignant
3,4,5,438,1,0,benign,benign
3,4,5,390,1,0,benign,benign
3,4,5,357,0,1,malignant,malignant
3,4,5,444,1,0,benign,benign
3,4,5,428,1,0,benign,benign
3,4,5,592,0,1,malignant,malignant
3,4,5,324,1,0,benign,benign
3,4,5,478,1,0,benign,benign
3,4,5,317,0.1,0.9,malignant,malignant
3,4,5,118,1,0,benign,benign
3,4,5,19,1,0,benign,benign
3,4,5,223,0,1,malignant,malignant
3,4,5,547,1,0,benign,benign
3,4,5,351,1,0,benign,benign
3,4,5,54,0.2,0.8,malignant,malignant
3,4,5,459,1,0,benign,benign
3,4,5,198,1,0,benign,benign
3,4,5,344,0.3,0.7,malignant,malignant
3,4,5,138,1,0,benign,benign
3,4,5,423,1,0,benign,benign
3,4,5,173,0,1,malignant,malignant
3,4,5,524,1,0,benign,benign
3,4,5,404,1,0,benign,benign
3,4,5,123,0.41615,0.58385,malignant,malignant
3,4,5,442,1,0,benign,benign
3,4,5,111,0,1,malignant,malignant
3,4,5,171,1,0,benign,benign
3,4,5,512,1,0,benign,benign
3,4,5,233,0,1,malignant,malignant
3,4,5,234,0.8,0.2,benign,benign
3,4,5,445,1,0,benign,benign
3,4,5,179,0.3,0.7,malignant,malignant
3,4,5,602,1,0,benign,benign
3,4,5,520,1,0,benign,benign
3,4,5,626,0.2,0.8,malignant,malignant
3,4,5,321,1,0,benign,benign
3,4,5,628,1,0,benign,benign
3,4,5,358,0.1,0.9,malignant,malignant
3,4,5,203,1,0,benign,benign
3,4,5,683,1,0,benign,benign
3,4,5,191,0.1,0.9,malignant,malignant
3,4,5,165,1,0,benign,benign
3,4,5,265,0.9,0.1,benign,benign
3,4,5,200,0,1,malignant,malignant
3,4,5,135,0.8,0.2,benign,benign
3,4,5,584,1,0,benign,benign
3,4,5,491,0,1,malignant,malignant
3,4,5,497,1,0,benign,benign
3,4,5,564,1,0,benign,benign
3,4,5,570,0.1,0.9,malignant,malignant
3,4,5,538,1,0,benign,benign
3,4,5,16,1,0,benign,benign
3,4,5,648,0.1,0.9,malignant,malignant
3,4,6,28,1,0,benign,benign
3,4,6,418,1,0,benign,benign
3,4,6,210,0,1,malignant,malignant
3,4,6,133,1,0,benign,benign
3,4,6,347,1,0,benign,benign
3,4,6,42,0,1,malignant,malignant
3,4,6,209,1,0,benign,benign
3,4,6,0,1,0,benign,benign
3,4,6,312,0.1,0.9,malignant,malignant
3,4,6,695,1,0,benign,benign
3,4,6,503,1,0,benign,benign
3,4,6,15,0.1,0.9,malignant,malignant
3,4,6,294,1,0,benign,benign
3,4,6,190,0,1,malignant,malignant
3,4,6,536,1,0,benign,benign
3,4,6,403,1,0,benign,benign
3,4,6,229,0,1,malignant,malignant
3,4,6,438,1,0,benign,benign
3,4,6,390,1,0,benign,benign
3,4,6,357,0,1,malignant,malignant
3,4,6,444,1,0,benign,benign
3,4,6,428,1,0,benign,benign
3,4,6,592,0.1,0.9,malignant,malignant
3,4,6,324,1,0,benign,benign
3,4,6,478,1,0,benign,benign
3,4,6,317,0.337502,0.662498,malignant,malignant
3,4,6,118,0.9,0.1,benign,benign
3,4,6,19,1,0,benign,benign
3,4,6,223,0.1,0.9,malignant,malignant
3,4,6,547,1,0,benign,benign
3,4,6,351,1,0,benign,benign
3,4,6,54,0,1,malignant,malignant
3,4,6,459,1,0,benign,benign
3,4,6,198,1,0,benign,benign
3,4,6,344,0,1,malignant,malignant
3,4,6,138,1,0,benign,benign
3,4,6,423,1,0,benign,benign
3,4,6,173,0,1,malignant,malignant
3,4,6,524,1,0,benign,benign
3,4,6,404,1,0,benign,benign
3,4,6,123,0.1,0.9,malignant,malignant
3,4,6,442,1,0,benign,benign
3,4,6,111,0.1,0.9,malignant,malignant
3,4,6,171,1,0,benign,benign
3,4,6,512,1,0,benign,benign
3,4,6,233,0,1,malignant,malignant
3,4,6,234,1,0,benign,benign
3,4,6,445,1,0,benign,benign
3,4,6,179,0.6,0.4,benign,malignant
3,4,6,602,1,0,benign,benign
3,4,6,520,1,0,benign,benign
3,4,6,626,0.3,0.7,malignant,malignant
3,4,6,321,1,0,benign,benign
3,4,6,628,1,0,benign,benign
3,4,6,358,0.1,0.9,malignant,malignant
3,4,6,203,1,0,benign,benign
3,4,6,683,1,0,benign,benign
3,4,6,191,0,1,malignant,malignant
3,4,6,165,1,0,benign,benign
3,4,6,265,1,0,benign,benign
3,4,6,200,0,1,malignant,malignant
3,4,6,135,1,0,benign,benign
3,4,6,584,1,0,benign,benign
3,4,6,491,0,1,malignant,malignant
3,4,6,497,1,0,benign,benign
3,4,6,564,1,0,benign,benign
3,4,6,570,0.1,0.9,malignant,malignant
3,4,6,538,1,0,benign,benign
3,4,6,16,1,0,benign,benign
3,4,6,648,0.1,0.9,malignant,malignant
3,4,7,28,1,0,benign,benign
3,4,7,418,1,0,benign,benign
3,4,7,210,0,1,malignant,malignant
3,4,7,133,1,0,benign,benign
3,4,7,347,1,0,benign,benign
3,4,7,42,0,1,malignant,malignant
3,4,7,209,1,0,benign,benign
3,4,7,0,1,0,benign,benign
3,4,7,312,0.607573,0.392427,benign,malignant
3,4,7,695,1,0,benign,benign
3,4,7,503,1,0,benign,benign
3,4,7,15,0.786607,0.213393,benign,malignant
3,4,7,294,0.997694,0.002306,benign,benign
3,4,7,190,0,1,malignant,malignant
3,4,7,536,1,0,benign,benign
3,4,7,403,1,0,benign,benign
3,4,7,229,0,1,malignant,malignant
3,4,7,438,0.9,0.1,benign,benign
3,4,7,390,1,0,benign,benign
3,4,7,357,0,1,malignant,malignant
3,4,7,444,1,0,benign,benign
3,4,7,428,1,0,benign,benign
3,4,7,592,0,1,malignant,malignant
3,4,7,324,1,0,benign,benign
3,4,7,478,1,0,benign,benign
3,4,7,317,0.3,0.7,malignant,malignant
3,4,7,118,1,0,benign,benign
3,4,7,19,1,0,benign,benign
3,4,7,223,0,1,malignant,malignant
3,4,7,547,1,0,benign,benign
3,4,7,351,1,0,benign,benign
3,4,7,54,0,1,malignant,malignant
3,4,7,459,1,0,benign,benign
3,4,7,198,1,0,benign,benign
3,4,7,344,0.3,0.7,malignant,malignant
3,4,7,138,1,0,benign,benign
3,4,7,423,1,0,benign,benign
3,4,7,173,0,1,malignant,malignant
3,4,7,524,1,0,benign,benign
3,4,7,404,1,0,benign,benign
3,4,7,123,0,1,malignant,malignant
3,4,7,442,0.9,0.1,benign,benign
3,4,7,111,0.1,0.9,malignant,malignant
3,4,7,171,1,0,benign,benign
3,4,7,512,1,0,benign,benign
3,4,7,233,0,1,malignant,malignant
3,4,7,234,1,0,benign,benign
3,4,7,445,1,0,benign,benign
3,4,7,179,0.5,0.5,benign,malignant
3,4,7,602,1,0,benign,benign
3,4,7,520,1,0,benign,benign
3,4,7,626,0.3,0.7,malignant,malignant
3,4,7,321,0.997326,0.002674,benign,benign
3,4,7,628,1,0,benign,benign
3,4,7,358,0,1,malignant,malignant
3,4,7,203,1,0,benign,benign
3,4,7,683,1,0,benign,benign
3,4,7,191,0,1,malignant,malignant
3,4,7,165,1,0,benign,benign
3,4,7,265,1,0,benign,benign
3,4,7,200,0,1,malignant,malignant
3,4,7,135,1,0,benign,benign
3,4,7,584,1,0,benign,benign
3,4,7,491,0,1,malignant,malignant
3,4,7,497,1,0,benign,benign
3,4,7,564,1,0,benign,benign
3,4,7,570,0.2,0.8,malignant,malignant
3,4,7,538,1,0,benign,benign
3,4,7,16,1,0,benign,benign
3,4,7,648,0.014716,0.985284,malignant,malignant
3,5,0,176,1,0,benign,benign
3,5,0,105,0.7,0.3,benign,malignant
3,5,0,335,1,0,benign,benign
3,5,0,688,1,0,benign,benign
3,5,0,18,0,1,malignant,malignant
3,5,0,136,1,0,benign,benign
3,5,0,450,1,0,benign,benign
3,5,0,222,1,0,benign,malignant
3,5,0,505,0.9,0.1,benign,benign
3,5,0,311,1,0,benign,benign
3,5,0,333,0.128409,0.871591,malignant,malignant
3,5,0,274,1,0,benign,benign
3,5,0,469,1,0,benign,benign
3,5,0,488,0.3,0.7,malignant,malignant
3,5,0,33,1,0,benign,benign
3,5,0,513,1,0,benign,benign
3,5,0,668,0.3,0.7,malignant,malignant
3,5,0,464,1,0,benign,benign
3,5,0,387,0.9,0.1,benign,benign
3,5,0,53,0.328409,0.671591,malignant,malignant
3,5,0,196,0.028409,0.971591,malignant,benign
3,5,0,378,1,0,benign,benign
3,5,0,360,0.1,0.9,malignant,malignant
3,5,0,507,1,0,benign,benign
3,5,0,397,1,0,benign,benign
3,5,0,569,0,1,malignant,malignant
3,5,0,401,1,0,benign,benign
3,5,0,374,1,0,benign,benign
3,5,0,698,0,1,malignant,malignant
3,5,0,573,1,0,benign,benign
3,5,0,264,0.228409,0.771591,malignant,malignant
3,5,0,413,1,0,benign,benign
3,5,0,372,1,0,benign,benign
3,5,0,549,0.228409,0.771591,malignant,malignant
3,5,0,490,1,0,benign,benign
3,5,0,92,1,0,benign,benign
3,5,0,612,0,1,malignant,malignant
3,5,0,134,1,0,benign,benign
3,5,0,460,1,0,benign,benign
3,5,0,456,0.228409,0.771591,malignant,malignant
3,5,0,689,1,0,benign,benign
3,5,0,540,1,0,benign,benign
3,5,0,361,0.428409,0.571591,malignant,malignant
3,5,0,484,1,0,benign,benign
3,5,0,121,1,0,benign,benign
3,5,0,279,0.2,0.8,malignant,malignant
3,5,0,337,1,0,benign,benign
3,5,0,35,1,0,benign,benign
3,5,0,166,0.3,0.7,malignant,malignant
3,5,0,162,1,0,benign,benign
3,5,0,606,1,0,benign,benign
3,5,0,453,0.328409,0.671591,malignant,malignant
3,5,0,504,1,0,benign,benign
3,5,0,580,1,0,benign,benign
3,5,0,546,0.1,0.9,malignant,malignant
3,5,0,600,1,0,benign,benign
3,5,0,452,1,0,benign,benign
3,5,0,38,0.028409,0.971591,malignant,malignant
3,5,0,470,1,0,benign,benign
3,5,0,184,0.228409,0.771591,malignant,malignant
3,5,0,83,0.7,0.3,benign,benign
3,5,0,632,1,0,benign,benign
3,5,0,151,0.328409,0.671591,malignant,malignant
3,5,0,94,1,0,benign,benign
3,5,0,677,1,0,benign,benign
3,5,0,329,0.228409,0.771591,malignant,malignant
3,5,0,6,1,0,benign,benign
3,5,0,219,1,0,benign,benign
3,5,0,71,0.5,0.5,benign,malignant
3,5,0,80,0.7,0.3,benign,benign
3,5,1,176,1,0,benign,benign
3,5,1,105,0.7,0.3,benign,malignant
3,5,1,335,1,0,benign,benign
3,5,1,688,1,0,benign,benign
3,5,1,18,0,1,malignant,malignant
3,5,1,136,1,0,benign,benign
3,5,1,450,1,0,benign,benign
3,5,1,222,1,0,benign,malignant
3,5,1,505,1,0,benign,benign
3,5,1,311,1,0,benign,benign
3,5,1,333,0,1,malignant,malignant
3,5,1,274,1,0,benign,benign
3,5,1,469,1,0,benign,benign
3,5,1,488,0.3,0.7,malignant,malignant
3,5,1,33,1,0,benign,benign
3,5,1,513,1,0,benign,benign
3,5,1,668,0.2,0.8,malignant,malignant
3,5,1,464,1,0,benign,benign
3,5,1,387,1,0,benign,benign
3,5,1,53,0.1,0.9,malignant,malignant
3,5,1,196,0.1,0.9,malignant,benign
3,5,1,378,1,0,benign,benign
3,5,1,360,0.032061,0.967939,malignant,malignant
3,5,1,507,1,0,benign,benign
3,5,1,397,1,0,benign,benign
3,5,1,569,0,1,malignant,malignant
3,5,1,401,1,0,benign,benign
3,5,1,374,1,0,benign,benign
3,5,1,698,0,1,malignant,malignant
3,5,1,573,1,0,benign,benign
3,5,1,264,0,1,malignant,malignant
3,5,1,413,1,0,benign,benign
3,5,1,372,1,0,benign,benign
3,5,1,549,0.2,0.8,malignant,malignant
3,5,1,490,1,0,benign,benign
3,5,1,92,1,0,benign,benign
3,5,1,612,0,1,malignant,malignant
3,5,1,134,1,0,benign,benign
3,5,1,460,1,0,benign,benign
3,5,1,456,0.1,0.9,malignant,malignant
3,5,1,689,0.9,0.1,benign,benign
3,5,1,540,1,0,benign,benign
3,5,1,361,0.5,0.5,benign,malignant
3,5,1,484,1,0,benign,benign
3,5,1,121,1,0,benign,benign
3,5,1,279,0,1,malignant,malignant
3,5,1,337,1,0,benign,benign
3,5,1,35,1,0,benign,benign
3,5,1,166,0.1,0.9,malignant,malignant
3,5,1,162,1,0,benign,benign
3,5,1,606,1,0,benign,benign
3,5,1,453,0.1,0.9,malignant,malignant
3,5,1,504,1,0,benign,benign
3,5,1,580,1,0,benign,benign
3,5,1,546,0.032061,0.967939,malignant,malignant
3,5,1,600,1,0,benign,benign
3,5,1,452,1,0,benign,benign
3,5,1,38,0.3,0.7,malignant,malignant
3,5,1,470,1,0,benign,benign
3,5,1,184,0,1,malignant,malignant
3,5,1,83,0.9,0.1,benign,benign
3,5,1,632,1,0,benign,benign
3,5,1,151,0.2,0.8,malignant,malignant
3,5,1,94,1,0,benign,benign
3,5,1,677,1,0,benign,benign
3,5,1,329,0.1,0.9,malignant,malignant
3,5,1,6,1,0,benign,benign
3,5,1,219,1,0,benign,benign
3,5,1,71,0.2,0.8,malignant,malignant
3,5,1,80,0.9,0.1,benign,benign
3,5,2,176,1,0,benign,benign
3,5,2,105,0.5,0.5,benign,malignant
3,5,2,335,1,0,benign,benign
3,5,2,688,1,0,benign,benign
3,5,2,18,0,1,malignant,malignant
3,5,2,136,1,0,benign,benign
3,5,2,450,1,0,benign,benign
3,5,2,222,0.9,0.1,benign,malignant
3,5,2,505,1,0,benign,benign
3,5,2,311,1,0,benign,benign
3,5,2,333,0.1,0.9,malignant,malignant
3,5,2,274,1,0,benign,benign
3,5,2,469,1,0,benign,benign
3,5,2,488,0.6,0.4,benign,malignant
3,5,2,33,1,0,benign,benign
3,5,2,513,1,0,benign,benign
3,5,2,668,0.3,0.7,malignant,malignant
3,5,2,464,1,0,benign,benign
3,5,2,387,1,0,benign,benign
3,5,2,53,0.122222,0.877778,malignant,malignant
3,5,2,196,0,1,malignant,benign
3,5,2,378,1,0,benign,benign
3,5,2,360,0,1,malignant,malignant
3,5,2,507,1,0,benign,benign
3,5,2,397,1,0,benign,benign
3,5,2,569,0,1,malignant,malignant
3,5,2,401,1,0,benign,benign
3,5,2,374,1,0,benign,benign
3,5,2,698,0,1,malignant,malignant
3,5,2,573,1,0,benign,benign
3,5,2,264,0.317308,0.682692,malignant,malignant
3,5,2,413,1,0,benign,benign
3,5,2,372,1,0,benign,benign
3,5,2,549,0.2,0.8,malignant,malignant
3,5,2,490,1,0,benign,benign
3,5,2,92,1,0,benign,benign
3,5,2,612,0,1,malignant,malignant
3,5,2,134,1,0,benign,benign
3,5,2,460,1,0,benign,benign
3,5,2,456,0,1,malignant,malignant
3,5,2,689,0.8,0.2,benign,benign
3,5,2,540,1,0,benign,benign
3,5,2,361,0.722222,0.277778,benign,malignant
3,5,2,484,1,0,benign,benign
3,5,2,121,1,0,benign,benign
3,5,2,279,0,1,malignant,malignant
3,5,2,337,1,0,benign,benign
3,5,2,35,1,0,benign,benign
3,5,2,166,0,1,malignant,malignant
3,5,2,162,1,0,benign,benign
3,5,2,606,1,0,benign,benign
3,5,2,453,0.022222,0.977778,malignant,malignant
3,5,2,504,1,0,benign,benign
3,5,2,580,1,0,benign,benign
3,5,2,546,0,1,malignant,malignant
3,5,2,600,1,0,benign,benign
3,5,2,452,1,0,benign,benign
3,5,2,38,0.417308,0.582692,malignant,malignant
3,5,2,470,1,0,benign,benign
3,5,2,184,0,1,malignant,malignant
3,5,2,83,1,0,benign,benign
3,5,2,632,1,0,benign,benign
3,5,2,151,0.1,0.9,malignant,malignant
3,5,2,94,1,0,benign,benign
3,5,2,677,1,0,benign,benign
3,5,2,329,0.1,0.9,malignant,malignant
3,5,2,6,0.90122,0.09878,benign,benign
3,5,2,219,1,0,benign,benign
3,5,2,71,0.5,0.5,benign,malignant
3,5,2,80,1,0,benign,benign
3,5,3,176,1,0,benign,benign
3,5,3,105,0.4,0.6,malignant,malignant
3,5,3,335,1,0,benign,benign
3,5,3,688,1,0,benign,benign
3,5,3,18,0,1,malignant,malignant
3,5,3,136,1,0,benign,benign
3,5,3,450,1,0,benign,benign
3,5,3,222,1,0,benign,malignant
3,5,3,505,1,0,benign,benign
3,5,3,311,1,0,benign,benign
3,5,3,333,0.4,0.6,malignant,malignant
3,5,3,274,1,0,benign,benign
3,5,3,469,1,0,benign,benign
3,5,3,488,0.3,0.7,malignant,malignant
3,5,3,33,1,0,benign,benign
3,5,3,513,1,0,benign,benign
3,5,3,668,0.3,0.7,malignant,malignant
3,5,3,464,1,0,benign,benign
3,5,3,387,0.8,0.2,benign,benign
3,5,3,53,0.2,0.8,malignant,malignant
3,5,3,196,0,1,malignant,benign
3,5,3,378,1,0,benign,benign
3,5,3,360,0,1,malignant,malignant
3,5,3,507,1,0,benign,benign
3,5,3,397,1,0,benign,benign
3,5,3,569,0,1,malignant,malignant
3,5,3,401,1,0,benign,benign
3,5,3,374,1,0,benign,benign
3,5,3,698,0,1,malignant,malignant
3,5,3,573,1,0,benign,benign
3,5,3,264,0,1,malignant,malignant
3,5,3,413,1,0,benign,benign
3,5,3,372,1,0,benign,benign
3,5,3,549,0,1,malignant,malignant
3,5,3,490,1,0,benign,benign
3,5,3,92,1,0,benign,benign
3,5,3,612,0,1,malignant,malignant
3,5,3,134,1,0,benign,benign
3,5,3,460,1,0,benign,benign
3,5,3,456,0,1,malignant,malignant
3,5,3,689,0.9,0.1,benign,benign
3,5,3,540,1,0,benign,benign
3,5,3,361,0.3,0.7,malignant,malignant
3,5,3,484,1,0,benign,benign
3,5,3,121,1,0,benign,benign
3,5,3,279,0,1,malignant,malignant
3,5,3,337,1,0,benign,benign
3,5,3,35,1,0,benign,benign
3,5,3,166,0,1,malignant,malignant
3,5,3,162,1,0,benign,benign
3,5,3,606,1,0,benign,benign
3,5,3,453,0.2,0.8,malignant,malignant
3,5,3,504,1,0,benign,benign
3,5,3,580,1,0,benign,benign
3,5,3,546,0,1,malignant,malignant
3,5,3,600,1,0,benign,benign
3,5,3,452,1,0,benign,benign
3,5,3,38,0.3,0.7,malignant,malignant
3,5,3,470,1,0,benign,benign
3,5,3,184,0,1,malignant,malignant
3,5,3,83,0.7,0.3,benign,benign
3,5,3,632,1,0,benign,benign
3,5,3,151,0,1,malignant,malignant
3,5,3,94,1,0,benign,benign
3,5,3,677,1,0,benign,benign
3,5,3,329,0,1,malignant,malignant
3,5,3,6,1,0,benign,benign
3,5,3,219,1,0,benign,benign
3,5,3,71,0.2,0.8,malignant,malignant
3,5,3,80,0.9,0.1,benign,benign
3,5,4,176,1,0,benign,benign
3,5,4,105,0.2,0.8,malignant,malignant
3,5,4,335,1,0,benign,benign
3,5,4,688,1,0,benign,benign
3,5,4,18,0,1,malignant,malignant
3,5,4,136,1,0,benign,benign
3,5,4,450,1,0,benign,benign
3,5,4,222,1,0,benign,malignant
3,5,4,505,1,0,benign,benign
3,5,4,311,1,0,benign,benign
3,5,4,333,0.2,0.8,malignant,malignant
3,5,4,274,1,0,benign,benign
3,5,4,469,1,0,benign,benign
3,5,4,488,0.5,0.5,benign,malignant
3,5,4,33,1,0,benign,benign
3,5,4,513,1,0,benign,benign
3,5,4,668,0.5,0.5,benign,malignant
3,5,4,464,1,0,benign,benign
3,5,4,387,1,0,benign,benign
3,5,4,53,0.1,0.9,malignant,malignant
3,5,4,196,0.1,0.9,malignant,benign
3,5,4,378,1,0,benign,benign
3,5,4,360,0,1,malignant,malignant
3,5,4,507,1,0,benign,benign
3,5,4,397,1,0,benign,benign
3,5,4,569,0,1,malignant,malignant
3,5,4,401,1,0,benign,benign
3,5,4,374,1,0,benign,benign
3,5,4,698,0,1,malignant,malignant
3,5,4,573,1,0,benign,benign
3,5,4,264,0.1,0.9,malignant,malignant
3,5,4,413,1,0,benign,benign
3,5,4,372,1,0,benign,benign
3,5,4,549,0,1,malignant,malignant
3,5,4,490,1,0,benign,benign
3,5,4,92,1,0,benign,benign
3,5,4,612,0,1,malignant,malignant
3,5,4,134,1,0,benign,benign
3,5,4,460,1,0,benign,benign
3,5,4,456,0.1,0.9,malignant,malignant
3,5,4,689,0.9,0.1,benign,benign
3,5,4,540,1,0,benign,benign
3,5,4,361,0.1,0.9,malignant,malignant
3,5,4,484,1,0,benign,benign
3,5,4,121,0.9,0.1,benign,benign
3,5,4,279,0,1,malignant,malignant
3,5,4,337,1,0,benign,benign
3,5,4,35,1,0,benign,benign
3,5,4,166,0.1,0.9,malignant,malignant
3,5,4,162,1,0,benign,benign
3,5,4,606,1,0,benign,benign
3,5,4,453,0.2,0.8,malignant,malignant
3,5,4,504,1,0,benign,benign
3,5,4,580,1,0,benign,benign
3,5,4,546,0.1,0.9,malignant,malignant
3,5,4,600,1,0,benign,benign
3,5,4,452,1,0,benign,benign
3,5,4,38,0.5,0.5,benign,malignant
3,5,4,470,1,0,benign,benign
3,5,4,184,0,1,malignant,malignant
3,5,4,83,1,0,benign,benign
3,5,4,632,1,0,benign,benign
3,5,4,151,0.1,0.9,malignant,malignant
3,5,4,94,1,0,benign,benign
3,5,4,677,1,0,benign,benign
3,5,4,329,0.1,0.9,malignant,malignant
3,5,4,6,1,0,benign,benign
3,5,4,219,1,0,benign,benign
3,5,4,71,0.6,0.4,benign,malignant
3,5,4,80,1,0,benign,benign
3,5,5,176,1,0,benign,benign
3,5,5,105,0.2,0.8,malignant,malignant
3,5,5,335,1,0,benign,benign
3,5,5,688,1,0,benign,benign
3,5,5,18,0,1,malignant,malignant
3,5,5,136,1,0,benign,benign
3,5,5,450,1,0,benign,benign
3,5,5,222,1,0,benign,malignant
3,5,5,505,1,0,benign,benign
3,5,5,311,1,0,benign,benign
3,5,5,333,0.2,0.8,malignant,malignant
3,5,5,274,1,0,benign,benign
3,5,5,469,1,0,benign,benign
3,5,5,488,0.5,0.5,benign,malignant
3,5,5,33,1,0,benign,benign
3,5,5,513,1,0,benign,benign
3,5,5,668,0.1,0.9,malignant,malignant
3,5,5,464,1,0,benign,benign
3,5,5,387,0.6,0.4,benign,benign
3,5,5,53,0.1,0.9,malignant,malignant
3,5,5,196,0,1,malignant,benign
3,5,5,378,1,0,benign,benign
3,5,5,360,0,1,malignant,malignant
3,5,5,507,1,0,benign,benign
3,5,5,397,1,0,benign,benign
3,5,5,569,0,1,malignant,malignant
3,5,5,401,1,0,benign,benign
3,5,5,374,1,0,benign,benign
3,5,5,698,0,1,malignant,malignant
3,5,5,573,1,0,benign,benign
3,5,5,264,0,1,malignant,malignant
3,5,5,413,1,0,benign,benign
3,5,5,372,1,0,benign,benign
3,5,5,549,0,1,malignant,malignant
3,5,5,490,1,0,benign,benign
3,5,5,92,1,0,benign,benign
3,5,5,612,0,1,malignant,malignant
3,5,5,134,1,0,benign,benign
3,5,5,460,1,0,benign,benign
3,5,5,456,0,1,malignant,malignant
3,5,5,689,1,0,benign,benign
3,5,5,540,1,0,benign,benign
3,5,5,361,0.1,0.9,malignant,malignant
3,5,5,484,1,0,benign,benign
3,5,5,121,1,0,benign,benign
3,5,5,279,0,1,malignant,malignant
3,5,5,337,1,0,benign,benign
3,5,5,35,1,0,benign,benign
3,5,5,166,0.1,0.9,malignant,malignant
3,5,5,162,1,0,benign,benign
3,5,5,606,1,0,benign,benign
3,5,5,453,0.3,0.7,malignant,malignant
3,5,5,504,1,0,benign,benign
3,5,5,580,1,0,benign,benign
3,5,5,546,0,1,malignant,malignant
3,5,5,600,1,0,benign,benign
3,5,5,452,1,0,benign,benign
3,5,5,38,0.4,0.6,malignant,malignant
3,5,5,470,1,0,benign,benign
3,5,5,184,0,1,malignant,malignant
3,5,5,83,1,0,benign,benign
3,5,5,632,1,0,benign,benign
3,5,5,151,0.1,0.9,malignant,malignant
3,5,5,94,1,0,benign,benign
3,5,5,677,1,0,benign,benign
3,5,5,329,0,1,malignant,malignant
3,5,5,6,1,0,benign,benign
3,5,5,219,1,0,benign,benign
3,5,5,71,0.3,0.7,malignant,malignant
3,5,5,80,1,0,benign,benign
3,5,6,176,1,0,benign,benign
3,5,6,105,0.1,0.9,malignant,malignant
3,5,6,335,1,0,benign,benign
3,5,6,688,1,0,benign,benign
3,5,6,18,0,1,malignant,malignant
3,5,6,136,1,0,benign,benign
3,5,6,450,1,0,benign,benign
3,5,6,222,0.9,0.1,benign,malignant
3,5,6,505,1,0,benign,benign
3,5,6,311,1,0,benign,benign
3,5,6,333,0.3,0.7,malignant,malignant
3,5,6,274,1,0,benign,benign
3,5,6,469,1,0,benign,benign
3,5,6,488,0.3,0.7,malignant,malignant
3,5,6,33,1,0,benign,benign
3,5,6,513,1,0,benign,benign
3,5,6,668,0.226336,0.773664,malignant,malignant
3,5,6,464,1,0,benign,benign
3,5,6,387,0.8,0.2,benign,benign
3,5,6,53,0.2,0.8,malignant,malignant
3,5,6,196,0,1,malignant,benign
3,5,6,378,1,0,benign,benign
3,5,6,360,0.044835,0.955165,malignant,malignant
3,5,6,507,1,0,benign,benign
3,5,6,397,1,0,benign,benign
3,5,6,569,0,1,malignant,malignant
3,5,6,401,1,0,benign,benign
3,5,6,374,1,0,benign,benign
3,5,6,698,0,1,malignant,malignant
3,5,6,573,1,0,benign,benign
3,5,6,264,0,1,malignant,malignant
3,5,6,413,1,0,benign,benign
3,5,6,372,1,0,benign,benign
3,5,6,549,0,1,malignant,malignant
3,5,6,490,1,0,benign,benign
3,5,6,92,1,0,benign,benign
3,5,6,612,0.044835,0.955165,malignant,malignant
3,5,6,134,1,0,benign,benign
3,5,6,460,1,0,benign,benign
3,5,6,456,0,1,malignant,malignant
3,5,6,689,0.9,0.1,benign,benign
3,5,6,540,1,0,benign,benign
3,5,6,361,0.2,0.8,malignant,malignant
3,5,6,484,1,0,benign,benign
3,5,6,121,1,0,benign,benign
3,5,6,279,0,1,malignant,malignant
3,5,6,337,1,0,benign,benign
3,5,6,35,1,0,benign,benign
3,5,6,166,0.2,0.8,malignant,malignant
3,5,6,162,1,0,benign,benign
3,5,6,606,1,0,benign,benign
3,5,6,453,0.4,0.6,malignant,malignant
3,5,6,504,1,0,benign,benign
3,5,6,580,1,0,benign,benign
3,5,6,546,0,1,malignant,malignant
3,5,6,600,1,0,benign,benign
3,5,6,452,1,0,benign,benign
3,5,6,38,0.2,0.8,malignant,malignant
3,5,6,470,1,0,benign,benign
3,5,6,184,0,1,malignant,malignant
3,5,6,83,0.9,0.1,benign,benign
3,5,6,632,1,0,benign,benign
3,5,6,151,0.1,0.9,malignant,malignant
3,5,6,94,1,0,benign,benign
3,5,6,677,1,0,benign,benign
3,5,6,329,0,1,malignant,malignant
3,5,6,6,1,0,benign,benign
3,5,6,219,1,0,benign,benign
3,5,6,71,0.326336,0.673664,malignant,malignant
3,5,6,80,0.8,0.2,benign,benign
3,5,7,176,1,0,benign,benign
3,5,7,105,0.1,0.9,malignant,malignant
3,5,7,335,1,0,benign,benign
3,5,7,688,1,0,benign,benign
3,5,7,18,0,1,malignant,malignant
3,5,7,136,1,0,benign,benign
3,5,7,450,1,0,benign,benign
3,5,7,222,1,0,benign,malignant
3,5,7,505,1,0,benign,benign
3,5,7,311,1,0,benign,benign
3,5,7,333,0.1,0.9,malignant,malignant
3,5,7,274,1,0,benign,benign
3,5,7,469,1,0,benign,benign
3,5,7,488,0.7,0.3,benign,malignant
3,5,7,33,1,0,benign,benign
3,5,7,513,1,0,benign,benign
3,5,7,668,0.195745,0.804255,malignant,malignant
3,5,7,464,1,0,benign,benign
3,5,7,387,0.9,0.1,benign,benign
3,5,7,53,0,1,malignant,malignant
3,5,7,196,0,1,malignant,benign
3,5,7,378,1,0,benign,benign
3,5,7,360,0,1,malignant,malignant
3,5,7,507,1,0,benign,benign
3,5,7,397,1,0,benign,benign
3,5,7,569,0,1,malignant,malignant
3,5,7,401,1,0,benign,benign
3,5,7,374,1,0,benign,benign
3,5,7,698,0,1,malignant,malignant
3,5,7,573,1,0,benign,benign
3,5,7,264,0,1,malignant,malignant
3,5,7,413,1,0,benign,benign
3,5,7,372,1,0,benign,benign
3,5,7,549,0,1,malignant,malignant
3,5,7,490,1,0,benign,benign
3,5,7,92,1,0,benign,benign
3,5,7,612,0,1,malignant,malignant
3,5,7,134,1,0,benign,benign
3,5,7,460,1,0,benign,benign
3,5,7,456,0,1,malignant,malignant
3,5,7,689,1,0,benign,benign
3,5,7,540,1,0,benign,benign
3,5,7,361,0.3,0.7,malignant,malignant
3,5,7,484,1,0,benign,benign
3,5,7,121,1,0,benign,benign
3,5,7,279,0,1,malignant,malignant
3,5,7,337,1,0,benign,benign
3,5,7,35,1,0,benign,benign
3,5,7,166,0.3,0.7,malignant,malignant
3,5,7,162,1,0,benign,benign
3,5,7,606,1,0,benign,benign
3,5,7,453,0.2,0.8,malignant,malignant
3,5,7,504,1,0,benign,benign
3,5,7,580,1,0,benign,benign
3,5,7,546,0,1,malignant,malignant
3,5,7,600,1,0,benign,benign
3,5,7,452,1,0,benign,benign
3,5,7,38,0.1,0.9,malignant,malignant
3,5,7,470,1,0,benign,benign
3,5,7,184,0,1,malignant,malignant
3,5,7,83,1,0,benign,benign
3,5,7,632,1,0,benign,benign
3,5,7,151,0.1,0.9,malignant,malignant
3,5,7,94,1,0,benign,benign
3,5,7,677,1,0,benign,benign
3,5,7,329,0,1,malignant,malignant
3,5,7,6,0.901719,0.098281,benign,benign
3,5,7,219,0.9,0.1,benign,benign
3,5,7,71,0.4,0.6,malignant,malignant
3,5,7,80,0.9,0.1,benign,benign
3,6,0,534,1,0,benign,benign
3,6,0,414,0.128409,0.871591,malignant,malignant
3,6,0,682,1,0,benign,benign
3,6,0,579,1,0,benign,benign
3,6,0,514,0.1,0.9,malignant,malignant
3,6,0,354,1,0,benign,benign
3,6,0,352,0.428409,0.571591,malignant,benign
3,6,0,188,0.128409,0.871591,malignant,malignant
3,6,0,382,1,0,benign,benign
3,6,0,643,1,0,benign,benign
3,6,0,74,0.4,0.6,malignant,malignant
3,6,0,383,1,0,benign,benign
3,6,0,102,1,0,benign,benign
3,6,0,67,0.328409,0.671591,malignant,malignant
3,6,0,257,1,0,benign,benign
3,6,0,426,0.8,0.2,benign,benign
3,6,0,60,0.328409,0.671591,malignant,malignant
3,6,0,446,1,0,benign,benign
3,6,0,299,0.328409,0.671591,malignant,malignant
3,6,0,325,0.8,0.2,benign,benign
3,6,0,411,1,0,benign,benign
3,6,0,455,0.9,0.1,benign,malignant
3,6,0,572,1,0,benign,benign
3,6,0,613,0.9,0.1,benign,benign
3,6,0,288,0.328409,0.671591,malignant,malignant
3,6,0,125,1,0,benign,benign
3,6,0,47,1,0,benign,benign
3,6,0,268,0,1,malignant,malignant
3,6,0,554,1,0,benign,benign
3,6,0,275,1,0,benign,benign
3,6,0,286,0,1,malignant,malignant
3,6,0,622,0.9,0.1,benign,benign
3,6,0,373,1,0,benign,benign
3,6,0,636,0.2,0.8,malignant,malignant
3,6,0,216,1,0,benign,benign
3,6,0,331,1,0,benign,benign
3,6,0,292,0.060317,0.939683,malignant,malignant
3,6,0,578,1,0,benign,benign
3,6,0,550,1,0,benign,benign
3,6,0,44,0.1,0.9,malignant,malignant
3,6,0,314,1,0,benign,benign
3,6,0,11,1,0,benign,benign
3,6,0,466,0.228409,0.771591,malignant,malignant
3,6,0,306,1,0,benign,benign
3,6,0,422,0.7,0.3,benign,benign
3,6,0,5,0,1,malignant,malignant
3,6,0,657,0.5,0.5,benign,benign
3,6,0,449,0,1,malignant,malignant
3,6,0,500,1,0,benign,benign
3,6,0,563,1,0,benign,benign
3,6,0,152,0,1,malignant,malignant
3,6,0,692,1,0,benign,benign
3,6,0,630,1,0,benign,benign
3,6,0,149,0.1,0.9,malignant,malignant
3,6,0,9,1,0,benign,benign
3,6,0,521,1,0,benign,benign
3,6,0,221,0.328409,0.671591,malignant,malignant
3,6,0,396,1,0,benign,benign
3,6,0,672,1,0,benign,benign
3,6,0,304,0.5,0.5,benign,malignant
3,6,0,545,1,0,benign,benign
3,6,0,225,1,0,benign,benign
3,6,0,568,0.3,0.7,malignant,malignant
3,6,0,434,0.1,0.9,malignant,benign
3,6,0,471,1,0,benign,benign
3,6,0,353,0.1,0.9,malignant,malignant
3,6,0,609,1,0,benign,benign
3,6,0,511,1,0,benign,benign
3,6,0,467,0.328409,0.671591,malignant,malignant
3,6,0,587,1,0,benign,benign
3,6,1,534,1,0,benign,benign
3,6,1,414,0,1,malignant,malignant
3,6,1,682,1,0,benign,benign
3,6,1,579,1,0,benign,benign
3,6,1,514,0.032061,0.967939,malignant,malignant
3,6,1,354,1,0,benign,benign
3,6,1,352,0.2,0.8,malignant,benign
3,6,1,188,0.2,0.8,malignant,malignant
3,6,1,382,1,0,benign,benign
3,6,1,643,1,0,benign,benign
3,6,1,74,0.2,0.8,malignant,malignant
3,6,1,383,1,0,benign,benign
3,6,1,102,1,0,benign,benign
3,6,1,67,0.5,0.5,benign,malignant
3,6,1,257,1,0,benign,benign
3,6,1,426,0.7,0.3,benign,benign
3,6,1,60,0.3,0.7,malignant,malignant
3,6,1,446,1,0,benign,benign
3,6,1,299,0.2,0.8,malignant,malignant
3,6,1,325,1,0,benign,benign
3,6,1,411,1,0,benign,benign
3,6,1,455,0.6,0.4,benign,malignant
3,6,1,572,1,0,benign,benign
3,6,1,613,1,0,benign,benign
3,6,1,288,0.6,0.4,benign,malignant
3,6,1,125,1,0,benign,benign
3,6,1,47,1,0,benign,benign
3,6,1,268,0,1,malignant,malignant
3,6,1,554,1,0,benign,benign
3,6,1,275,1,0,benign,benign
3,6,1,286,0,1,malignant,malignant
3,6,1,622,0.9,0.1,benign,benign
3,6,1,373,1,0,benign,benign
3,6,1,636,0.1,0.9,malignant,malignant
3,6,1,216,1,0,benign,benign
3,6,1,331,1,0,benign,benign
3,6,1,292,0.052809,0.947191,malignant,malignant
3,6,1,578,1,0,benign,benign
3,6,1,550,1,0,benign,benign
3,6,1,44,0.1,0.9,malignant,malignant
3,6,1,314,1,0,benign,benign
3,6,1,11,1,0,benign,benign
3,6,1,466,0,1,malignant,malignant
3,6,1,306,1,0,benign,benign
3,6,1,422,1,0,benign,benign
3,6,1,5,0,1,malignant,malignant
3,6,1,657,0.4,0.6,malignant,benign
3,6,1,449,0,1,malignant,malignant
3,6,1,500,1,0,benign,benign
3,6,1,563,1,0,benign,benign
3,6,1,152,0,1,malignant,malignant
3,6,1,692,1,0,benign,benign
3,6,1,630,1,0,benign,benign
3,6,1,149,0,1,malignant,malignant
3,6,1,9,1,0,benign,benign
3,6,1,521,1,0,benign,benign
3,6,1,221,0.1,0.9,malignant,malignant
3,6,1,396,1,0,benign,benign
3,6,1,672,1,0,benign,benign
3,6,1,304,0.5,0.5,benign,malignant
3,6,1,545,1,0,benign,benign
3,6,1,225,1,0,benign,benign
3,6,1,568,0.2,0.8,malignant,malignant
3,6,1,434,0.032061,0.967939,malignant,benign
3,6,1,471,1,0,benign,benign
3,6,1,353,0,1,malignant,malignant
3,6,1,609,1,0,benign,benign
3,6,1,511,1,0,benign,benign
3,6,1,467,0.032061,0.967939,malignant,malignant
3,6,1,587,1,0,benign,benign
3,6,2,534,1,0,benign,benign
3,6,2,414,0,1,malignant,malignant
3,6,2,682,1,0,benign,benign
3,6,2,579,1,0,benign,benign
3,6,2,514,0.1,0.9,malignant,malignant
3,6,2,354,1,0,benign,benign
3,6,2,352,0.2,0.8,malignant,benign
3,6,2,188,0.23953,0.76047,malignant,malignant
3,6,2,382,1,0,benign,benign
3,6,2,643,1,0,benign,benign
3,6,2,74,0.1,0.9,malignant,malignant
3,6,2,383,1,0,benign,benign
3,6,2,102,1,0,benign,benign
3,6,2,67,0.30122,0.69878,malignant,malignant
3,6,2,257,1,0,benign,benign
3,6,2,426,0.5,0.5,benign,benign
3,6,2,60,0.2,0.8,malignant,malignant
3,6,2,446,1,0,benign,benign
3,6,2,299,0.10122,0.89878,malignant,malignant
3,6,2,325,0.8,0.2,benign,benign
3,6,2,411,0.99878,0.00122,benign,benign
3,6,2,455,0.4,0.6,malignant,malignant
3,6,2,572,1,0,benign,benign
3,6,2,613,1,0,benign,benign
3,6,2,288,0.5,0.5,benign,malignant
3,6,2,125,1,0,benign,benign
3,6,2,47,1,0,benign,benign
3,6,2,268,0,1,malignant,malignant
3,6,2,554,1,0,benign,benign
3,6,2,275,0.99878,0.00122,benign,benign
3,6,2,286,0,1,malignant,malignant
3,6,2,622,0.9,0.1,benign,benign
3,6,2,373,1,0,benign,benign
3,6,2,636,0,1,malignant,malignant
3,6,2,216,1,0,benign,benign
3,6,2,331,1,0,benign,benign
3,6,2,292,0.071429,0.928571,malignant,malignant
3,6,2,578,1,0,benign,benign
3,6,2,550,1,0,benign,benign
3,6,2,44,0,1,malignant,malignant
3,6,2,314,1,0,benign,benign
3,6,2,11,1,0,benign,benign
3,6,2,466,0,1,malignant,malignant
3,6,2,306,1,0,benign,benign
3,6,2,422,0.7,0.3,benign,benign
3,6,2,5,0,1,malignant,malignant
3,6,2,657,0.2,0.8,malignant,benign
3,6,2,449,0,1,malignant,malignant
3,6,2,500,1,0,benign,benign
3,6,2,563,1,0,benign,benign
3,6,2,152,0,1,malignant,malignant
3,6,2,692,1,0,benign,benign
3,6,2,630,1,0,benign,benign
3,6,2,149,0,1,malignant,malignant
3,6,2,9,1,0,benign,benign
3,6,2,521,1,0,benign,benign
3,6,2,221,0,1,malignant,malignant
3,6,2,396,1,0,benign,benign
3,6,2,672,1,0,benign,benign
3,6,2,304,0.118527,0.881473,malignant,malignant
3,6,2,545,1,0,benign,benign
3,6,2,225,1,0,benign,benign
3,6,2,568,0,1,malignant,malignant
3,6,2,434,0,1,malignant,benign
3,6,2,471,1,0,benign,benign
3,6,2,353,0,1,malignant,malignant
3,6,2,609,1,0,benign,benign
3,6,2,511,1,0,benign,benign
3,6,2,467,0.122222,0.877778,malignant,malignant
3,6,2,587,1,0,benign,benign
3,6,3,534,1,0,benign,benign
3,6,3,414,0,1,malignant,malignant
3,6,3,682,1,0,benign,benign
3,6,3,579,1,0,benign,benign
3,6,3,514,0.1,0.9,malignant,malignant
3,6,3,354,1,0,benign,benign
3,6,3,352,0.4,0.6,malignant,benign
3,6,3,188,0.1,0.9,malignant,malignant
3,6,3,382,1,0,benign,benign
3,6,3,643,1,0,benign,benign
3,6,3,74,0.1,0.9,malignant,malignant
3,6,3,383,1,0,benign,benign
3,6,3,102,1,0,benign,benign
3,6,3,67,0.3,0.7,malignant,malignant
3,6,3,257,1,0,benign,benign
3,6,3,426,0.8,0.2,benign,benign
3,6,3,60,0.2,0.8,malignant,malignant
3,6,3,446,1,0,benign,benign
3,6,3,299,0.1,0.9,malignant,malignant
3,6,3,325,1,0,benign,benign
3,6,3,411,1,0,benign,benign
3,6,3,455,0.7,0.3,benign,malignant
3,6,3,572,1,0,benign,benign
3,6,3,613,0.9,0.1,benign,benign
3,6,3,288,0.4,0.6,malignant,malignant
3,6,3,125,1,0,benign,benign
3,6,3,47,1,0,benign,benign
3,6,3,268,0,1,malignant,malignant
3,6,3,554,1,0,benign,benign
3,6,3,275,1,0,benign,benign
3,6,3,286,0,1,malignant,malignant
3,6,3,622,0.9,0.1,benign,benign
3,6,3,373,1,0,benign,benign
3,6,3,636,0.1,0.9,malignant,malignant
3,6,3,216,1,0,benign,benign
3,6,3,331,1,0,benign,benign
3,6,3,292,0.119053,0.880947,malignant,malignant
3,6,3,578,1,0,benign,benign
3,6,3,550,1,0,benign,benign
3,6,3,44,0.2,0.8,malignant,malignant
3,6,3,314,1,0,benign,benign
3,6,3,11,1,0,benign,benign
3,6,3,466,0,1,malignant,malignant
3,6,3,306,1,0,benign,benign
3,6,3,422,0.7,0.3,benign,benign
3,6,3,5,0,1,malignant,malignant
3,6,3,657,0.6,0.4,benign,benign
3,6,3,449,0,1,malignant,malignant
3,6,3,500,1,0,benign,benign
3,6,3,563,1,0,benign,benign
3,6,3,152,0,1,malignant,malignant
3,6,3,692,1,0,benign,benign
3,6,3,630,1,0,benign,benign
3,6,3,149,0,1,malignant,malignant
3,6,3,9,1,0,benign,benign
3,6,3,521,1,0,benign,benign
3,6,3,221,0,1,malignant,malignant
3,6,3,396,1,0,benign,benign
3,6,3,672,1,0,benign,benign
3,6,3,304,0.1,0.9,malignant,malignant
3,6,3,545,1,0,benign,benign
3,6,3,225,1,0,benign,benign
3,6,3,568,0,1,malignant,malignant
3,6,3,434,0.1,0.9,malignant,benign
3,6,3,471,1,0,benign,benign
3,6,3,353,0,1,malignant,malignant
3,6,3,609,1,0,benign,benign
3,6,3,511,1,0,benign,benign
3,6,3,467,0.3,0.7,malignant,malignant
3,6,3,587,1,0,benign,benign
3,6,4,534,1,0,benign,benign
3,6,4,414,0,1,malignant,malignant
3,6,4,682,1,0,benign,benign
3,6,4,579,1,0,benign,benign
3,6,4,514,0,1,malignant,malignant
3,6,4,354,1,0,benign,benign
3,6,4,352,0.5,0.5,benign,benign
3,6,4,188,0.5,0.5,benign,malignant
3,6,4,382,1,0,benign,benign
3,6,4,643,1,0,benign,benign
3,6,4,74,0,1,malignant,malignant
3,6,4,383,1,0,benign,benign
3,6,4,102,1,0,benign,benign
3,6,4,67,0.4,0.6,malignant,malignant
3,6,4,257,1,0,benign,benign
3,6,4,426,0.9,0.1,benign,benign
3,6,4,60,0.1,0.9,malignant,malignant
3,6,4,446,1,0,benign,benign
3,6,4,299,0.5,0.5,benign,malignant
3,6,4,325,1,0,benign,benign
3,6,4,411,1,0,benign,benign
3,6,4,455,0.8,0.2,benign,malignant
3,6,4,572,1,0,benign,benign
3,6,4,613,1,0,benign,benign
3,6,4,288,0.7,0.3,benign,malignant
3,6,4,125,1,0,benign,benign
3,6,4,47,1,0,benign,benign
3,6,4,268,0,1,malignant,malignant
3,6,4,554,1,0,benign,benign
3,6,4,275,0.95,0.05,benign,benign
3,6,4,286,0,1,malignant,malignant
3,6,4,622,1,0,benign,benign
3,6,4,373,1,0,benign,benign
3,6,4,636,0.2,0.8,malignant,malignant
3,6,4,216,1,0,benign,benign
3,6,4,331,1,0,benign,benign
3,6,4,292,0.163306,0.836694,malignant,malignant
3,6,4,578,1,0,benign,benign
3,6,4,550,1,0,benign,benign
3,6,4,44,0.2,0.8,malignant,malignant
3,6,4,314,1,0,benign,benign
3,6,4,11,1,0,benign,benign
3,6,4,466,0,1,malignant,malignant
3,6,4,306,1,0,benign,benign
3,6,4,422,0.9,0.1,benign,benign
3,6,4,5,0,1,malignant,malignant
3,6,4,657,0.6,0.4,benign,benign
3,6,4,449,0.2,0.8,malignant,malignant
3,6,4,500,1,0,benign,benign
3,6,4,563,1,0,benign,benign
3,6,4,152,0,1,malignant,malignant
3,6,4,692,1,0,benign,benign
3,6,4,630,1,0,benign,benign
3,6,4,149,0,1,malignant,malignant
3,6,4,9,1,0,benign,benign
3,6,4,521,1,0,benign,benign
3,6,4,221,0,1,malignant,malignant
3,6,4,396,1,0,benign,benign
3,6,4,672,1,0,benign,benign
3,6,4,304,0.3,0.7,malignant,malignant
3,6,4,545,1,0,benign,benign
3,6,4,225,1,0,benign,benign
3,6,4,568,0.5,0.5,benign,malignant
3,6,4,434,0.2,0.8,malignant,benign
3,6,4,471,1,0,benign,benign
3,6,4,353,0.128286,0.871714,malignant,malignant
3,6,4,609,1,0,benign,benign
3,6,4,511,1,0,benign,benign
3,6,4,467,0.1,0.9,malignant,malignant
3,6,4,587,1,0,benign,benign
3,6,5,534,1,0,benign,benign
3,6,5,414,0.1,0.9,malignant,malignant
3,6,5,682,1,0,benign,benign
3,6,5,579,1,0,benign,benign
3,6,5,514,0.1,0.9,malignant,malignant
3,6,5,354,1,0,benign,benign
3,6,5,352,0.1,0.9,malignant,benign
3,6,5,188,0.24,0.76,malignant,malignant
3,6,5,382,1,0,benign,benign
3,6,5,643,1,0,benign,benign
3,6,5,74,0.3,0.7,malignant,malignant
3,6,5,383,1,0,benign,benign
3,6,5,102,1,0,benign,benign
3,6,5,67,0.2,0.8,malignant,malignant
3,6,5,257,1,0,benign,benign
3,6,5,426,0.9,0.1,benign,benign
3,6,5,60,0.1,0.9,malignant,malignant
3,6,5,446,1,0,benign,benign
3,6,5,299,0.3,0.7,malignant,malignant
3,6,5,325,1,0,benign,benign
3,6,5,411,1,0,benign,benign
3,6,5,455,0.604255,0.395745,benign,malignant
3,6,5,572,1,0,benign,benign
3,6,5,613,1,0,benign,benign
3,6,5,288,0.5,0.5,benign,malignant
3,6,5,125,1,0,benign,benign
3,6,5,47,1,0,benign,benign
3,6,5,268,0,1,malignant,malignant
3,6,5,554,1,0,benign,benign
3,6,5,275,0.975771,0.024229,benign,benign
3,6,5,286,0,1,malignant,malignant
3,6,5,622,0.8,0.2,benign,benign
3,6,5,373,1,0,benign,benign
3,6,5,636,0,1,malignant,malignant
3,6,5,216,1,0,benign,benign
3,6,5,331,1,0,benign,benign
3,6,5,292,0.2,0.8,malignant,malignant
3,6,5,578,1,0,benign,benign
3,6,5,550,1,0,benign,benign
3,6,5,44,0,1,malignant,malignant
3,6,5,314,1,0,benign,benign
3,6,5,11,1,0,benign,benign
3,6,5,466,0.1,0.9,malignant,malignant
3,6,5,306,1,0,benign,benign
3,6,5,422,0.8,0.2,benign,benign
3,6,5,5,0,1,malignant,malignant
3,6,5,657,0.5,0.5,benign,benign
3,6,5,449,0,1,malignant,malignant
3,6,5,500,1,0,benign,benign
3,6,5,563,1,0,benign,benign
3,6,5,152,0,1,malignant,malignant
3,6,5,692,1,0,benign,benign
3,6,5,630,1,0,benign,benign
3,6,5,149,0,1,malignant,malignant
3,6,5,9,1,0,benign,benign
3,6,5,521,1,0,benign,benign
3,6,5,221,0,1,malignant,malignant
3,6,5,396,1,0,benign,benign
3,6,5,672,1,0,benign,benign
3,6,5,304,0.1,0.9,malignant,malignant
3,6,5,545,1,0,benign,benign
3,6,5,225,1,0,benign,benign
3,6,5,568,0.1,0.9,malignant,malignant
3,6,5,434,0,1,malignant,benign
3,6,5,471,1,0,benign,benign
3,6,5,353,0,1,malignant,malignant
3,6,5,609,1,0,benign,benign
3,6,5,511,1,0,benign,benign
3,6,5,467,0.2,0.8,malignant,malignant
3,6,5,587,1,0,benign,benign
3,6,6,534,1,0,benign,benign
3,6,6,414,0,1,malignant,malignant
3,6,6,682,1,0,benign,benign
3,6,6,579,1,0,benign,benign
3,6,6,514,0.2,0.8,malignant,malignant
3,6,6,354,1,0,benign,benign
3,6,6,352,0.3,0.7,malignant,benign
3,6,6,188,0.1,0.9,malignant,malignant
3,6,6,382,1,0,benign,benign
3,6,6,643,1,0,benign,benign
3,6,6,74,0.3,0.7,malignant,malignant
3,6,6,383,1,0,benign,benign
3,6,6,102,1,0,benign,benign
3,6,6,67,0.4,0.6,malignant,malignant
3,6,6,257,1,0,benign,benign
3,6,6,426,0.9,0.1,benign,benign
3,6,6,60,0.4,0.6,malignant,malignant
3,6,6,446,1,0,benign,benign
3,6,6,299,0.2,0.8,malignant,malignant
3,6,6,325,1,0,benign,benign
3,6,6,411,0.998101,0.001899,benign,benign
3,6,6,455,0.6,0.4,benign,malignant
3,6,6,572,1,0,benign,benign
3,6,6,613,1,0,benign,benign
3,6,6,288,0.7,0.3,benign,malignant
3,6,6,125,1,0,benign,benign
3,6,6,47,1,0,benign,benign
3,6,6,268,0,1,malignant,malignant
3,6,6,554,1,0,benign,benign
3,6,6,275,1,0,benign,benign
3,6,6,286,0,1,malignant,malignant
3,6,6,622,0.7,0.3,benign,benign
3,6,6,373,1,0,benign,benign
3,6,6,636,0,1,malignant,malignant
3,6,6,216,1,0,benign,benign
3,6,6,331,1,0,benign,benign
3,6,6,292,0.128125,0.871875,malignant,malignant
3,6,6,578,1,0,benign,benign
3,6,6,550,1,0,benign,benign
3,6,6,44,0,1,malignant,malignant
3,6,6,314,1,0,benign,benign
3,6,6,11,1,0,benign,benign
3,6,6,466,0,1,malignant,malignant
3,6,6,306,1,0,benign,benign
3,6,6,422,1,0,benign,benign
3,6,6,5,0,1,malignant,malignant
3,6,6,657,0.317949,0.682051,malignant,benign
3,6,6,449,0.1,0.9,malignant,malignant
3,6,6,500,1,0,benign,benign
3,6,6,563,1,0,benign,benign
3,6,6,152,0,1,malignant,malignant
3,6,6,692,1,0,benign,benign
3,6,6,630,1,0,benign,benign
3,6,6,149,0,1,malignant,malignant
3,6,6,9,1,0,benign,benign
3,6,6,521,1,0,benign,benign
3,6,6,221,0,1,malignant,malignant
3,6,6,396,1,0,benign,benign
3,6,6,672,1,0,benign,benign
3,6,6,304,0.1,0.9,malignant,malignant
3,6,6,545,1,0,benign,benign
3,6,6,225,1,0,benign,benign
3,6,6,568,0.428814,0.571186,malignant,malignant
3,6,6,434,0,1,malignant,benign
3,6,6,471,1,0,benign,benign
3,6,6,353,0.1,0.9,malignant,malignant
3,6,6,609,1,0,benign,benign
3,6,6,511,1,0,benign,benign
3,6,6,467,0.3,0.7,malignant,malignant
3,6,6,587,1,0,benign,benign
3,6,7,534,1,0,benign,benign
3,6,7,414,0,1,malignant,malignant
3,6,7,682,1,0,benign,benign
3,6,7,579,1,0,benign,benign
3,6,7,514,0,1,malignant,malignant
3,6,7,354,1,0,benign,benign
3,6,7,352,0.2,0.8,malignant,benign
3,6,7,188,0.1,0.9,malignant,malignant
3,6,7,382,1,0,benign,benign
3,6,7,643,1,0,benign,benign
3,6,7,74,0.2,0.8,malignant,malignant
3,6,7,383,1,0,benign,benign
3,6,7,102,1,0,benign,benign
3,6,7,67,0.6,0.4,benign,malignant
3,6,7,257,1,0,benign,benign
3,6,7,426,0.792308,0.207692,benign,benign
3,6,7,60,0.3,0.7,malignant,malignant
3,6,7,446,1,0,benign,benign
3,6,7,299,0.1,0.9,malignant,malignant
3,6,7,325,1,0,benign,benign
3,6,7,411,1,0,benign,benign
3,6,7,455,0.7,0.3,benign,malignant
3,6,7,572,1,0,benign,benign
3,6,7,613,1,0,benign,benign
3,6,7,288,0.3,0.7,malignant,malignant
3,6,7,125,1,0,benign,benign
3,6,7,47,1,0,benign,benign
3,6,7,268,0,1,malignant,malignant
3,6,7,554,1,0,benign,benign
3,6,7,275,1,0,benign,benign
3,6,7,286,0,1,malignant,malignant
3,6,7,622,0.885824,0.114176,benign,benign
3,6,7,373,1,0,benign,benign
3,6,7,636,0.1,0.9,malignant,malignant
3,6,7,216,1,0,benign,benign
3,6,7,331,1,0,benign,benign
3,6,7,292,0.104565,0.895435,malignant,malignant
3,6,7,578,1,0,benign,benign
3,6,7,550,1,0,benign,benign
3,6,7,44,0.1,0.9,malignant,malignant
3,6,7,314,1,0,benign,benign
3,6,7,11,1,0,benign,benign
3,6,7,466,0,1,malignant,malignant
3,6,7,306,1,0,benign,benign
3,6,7,422,0.8,0.2,benign,benign
3,6,7,5,0,1,malignant,malignant
3,6,7,657,0.519239,0.480761,benign,benign
3,6,7,449,0,1,malignant,malignant
3,6,7,500,1,0,benign,benign
3,6,7,563,1,0,benign,benign
3,6,7,152,0,1,malignant,malignant
3,6,7,692,1,0,benign,benign
3,6,7,630,1,0,benign,benign
3,6,7,149,0.1,0.9,malignant,malignant
3,6,7,9,1,0,benign,benign
3,6,7,521,1,0,benign,benign
3,6,7,221,0.1,0.9,malignant,malignant
3,6,7,396,1,0,benign,benign
3,6,7,672,1,0,benign,benign
3,6,7,304,0,1,malignant,malignant
3,6,7,545,1,0,benign,benign
3,6,7,225,1,0,benign,benign
3,6,7,568,0.1,0.9,malignant,malignant
3,6,7,434,0,1,malignant,benign
3,6,7,471,1,0,benign,benign
3,6,7,353,0.1,0.9,malignant,malignant
3,6,7,609,1,0,benign,benign
3,6,7,511,1,0,benign,benign
3,6,7,467,0,1,malignant,malignant
3,6,7,587,1,0,benign,benign
3,7,0,461,1,0,benign,benign
3,7,0,255,0.4,0.6,malignant,malignant
3,7,0,377,1,0,benign,benign
3,7,0,296,0.228409,0.771591,malignant,benign
3,7,0,412,0,1,malignant,malignant
3,7,0,646,1,0,benign,benign
3,7,0,98,0.2,0.8,malignant,malignant
3,7,0,528,1,0,benign,benign
3,7,0,168,1,0,benign,benign
3,7,0,87,0.328409,0.671591,malignant,malignant
3,7,0,310,1,0,benign,benign
3,7,0,194,1,0,benign,benign
3,7,0,293,0.2,0.8,malignant,malignant
3,7,0,408,0.9,0.1,benign,benign
3,7,0,332,1,0,benign,benign
3,7,0,167,0.3,0.7,malignant,malignant
3,7,0,291,1,0,benign,benign
3,7,0,212,1,0,benign,benign
3,7,0,201,0,1,malignant,malignant
3,7,0,140,1,0,benign,benign
3,7,0,653,1,0,benign,benign
3,7,0,218,0.2,0.8,malignant,malignant
3,7,0,596,1,0,benign,benign
3,7,0,131,1,0,benign,benign
3,7,0,62,0.2,0.8,malignant,malignant
3,7,0,543,1,0,benign,benign
3,7,0,676,1,0,benign,benign
3,7,0,493,0,1,malignant,malignant
3,7,0,429,1,0,benign,benign
3,7,0,671,1,0,benign,benign
3,7,0,465,0,1,malignant,malignant
3,7,0,473,1,0,benign,benign
3,7,0,659,1,0,benign,benign
3,7,0,187,0.228409,0.771591,malignant,malignant
3,7,0,243,0.628409,0.371591,benign,benign
3,7,0,506,0,1,malignant,malignant
3,7,0,10,1,0,benign,benign
3,7,0,322,1,0,benign,benign
3,7,0,594,0.228409,0.771591,malignant,malignant
3,7,0,541,1,0,benign,benign
3,7,0,531,1,0,benign,benign
3,7,0,174,0.228409,0.771591,malignant,malignant
3,7,0,153,1,0,benign,benign
3,7,0,156,1,0,benign,benign
3,7,0,633,0.128409,0.871591,malignant,malignant
3,7,0,562,1,0,benign,benign
3,7,0,615,1,0,benign,benign
3,7,0,267,0.528409,0.471591,benign,malignant
3,7,0,79,1,0,benign,benign
3,7,0,75,0.7,0.3,benign,benign
3,7,0,381,0.228409,0.771591,malignant,malignant
3,7,0,195,1,0,benign,benign
3,7,0,376,1,0,benign,benign
3,7,0,590,0.1,0.9,malignant,malignant
3,7,0,370,0.9,0.1,benign,benign
3,7,0,95,1,0,benign,benign
3,7,0,103,0.528409,0.471591,benign,malignant
3,7,0,178,1,0,benign,benign
3,7,0,627,1,0,benign,benign
3,7,0,260,0,1,malignant,malignant
3,7,0,297,0.360317,0.639683,malignant,benign
3,7,0,529,1,0,benign,benign
3,7,0,126,0.128409,0.871591,malignant,malignant
3,7,0,662,1,0,benign,benign
3,7,0,263,0.228409,0.771591,malignant,malignant
3,7,0,660,1,0,benign,benign
3,7,0,635,0.9,0.1,benign,benign
3,7,0,487,0,1,malignant,malignant
3,7,0,393,1,0,benign,benign
3,7,0,650,1,0,benign,benign
3,7,1,461,1,0,benign,benign
3,7,1,255,0.1,0.9,malignant,malignant
3,7,1,377,1,0,benign,benign
3,7,1,296,0.5,0.5,benign,benign
3,7,1,412,0,1,malignant,malignant
3,7,1,646,1,0,benign,benign
3,7,1,98,0.1,0.9,malignant,malignant
3,7,1,528,1,0,benign,benign
3,7,1,168,1,0,benign,benign
3,7,1,87,0.1,0.9,malignant,malignant
3,7,1,310,1,0,benign,benign
3,7,1,194,1,0,benign,benign
3,7,1,293,0.3,0.7,malignant,malignant
3,7,1,408,1,0,benign,benign
3,7,1,332,1,0,benign,benign
3,7,1,167,0.1,0.9,malignant,malignant
3,7,1,291,1,0,benign,benign
3,7,1,212,1,0,benign,benign
3,7,1,201,0,1,malignant,malignant
3,7,1,140,1,0,benign,benign
3,7,1,653,1,0,benign,benign
3,7,1,218,0.032061,0.967939,malignant,malignant
3,7,1,596,1,0,benign,benign
3,7,1,131,1,0,benign,benign
3,7,1,62,0,1,malignant,malignant
3,7,1,543,1,0,benign,benign
3,7,1,676,1,0,benign,benign
3,7,1,493,0,1,malignant,malignant
3,7,1,429,1,0,benign,benign
3,7,1,671,1,0,benign,benign
3,7,1,465,0,1,malignant,malignant
3,7,1,473,1,0,benign,benign
3,7,1,659,1,0,benign,benign
3,7,1,187,0.1,0.9,malignant,malignant
3,7,1,243,0.9,0.1,benign,benign
3,7,1,506,0,1,malignant,malignant
3,7,1,10,1,0,benign,benign
3,7,1,322,1,0,benign,benign
3,7,1,594,0,1,malignant,malignant
3,7,1,541,1,0,benign,benign
3,7,1,531,1,0,benign,benign
3,7,1,174,0,1,malignant,malignant
3,7,1,153,1,0,benign,benign
3,7,1,156,1,0,benign,benign
3,7,1,633,0.1,0.9,malignant,malignant
3,7,1,562,1,0,benign,benign
3,7,1,615,1,0,benign,benign
3,7,1,267,0.2,0.8,malignant,malignant
3,7,1,79,1,0,benign,benign
3,7,1,75,0.9,0.1,benign,benign
3,7,1,381,0.1,0.9,malignant,malignant
3,7,1,195,1,0,benign,benign
3,7,1,376,1,0,benign,benign
3,7,1,590,0.1,0.9,malignant,malignant
3,7,1,370,1,0,benign,benign
3,7,1,95,1,0,benign,benign
3,7,1,103,0.4,0.6,malignant,malignant
3,7,1,178,1,0,benign,benign
3,7,1,627,1,0,benign,benign
3,7,1,260,0,1,malignant,malignant
3,7,1,297,0.617582,0.382418,benign,benign
3,7,1,529,1,0,benign,benign
3,7,1,126,0.3,0.7,malignant,malignant
3,7,1,662,1,0,benign,benign
3,7,1,263,0.2,0.8,malignant,malignant
3,7,1,660,1,0,benign,benign
3,7,1,635,1,0,benign,benign
3,7,1,487,0,1,malignant,malignant
3,7,1,393,1,0,benign,benign
3,7,1,650,1,0,benign,benign
3,7,2,461,1,0,benign,benign
3,7,2,255,0.022222,0.977778,malignant,malignant
3,7,2,377,1,0,benign,benign
3,7,2,296,0.4,0.6,malignant,benign
3,7,2,412,0,1,malignant,malignant
3,7,2,646,1,0,benign,benign
3,7,2,98,0,1,malignant,malignant
3,7,2,528,1,0,benign,benign
3,7,2,168,1,0,benign,benign
3,7,2,87,0.122222,0.877778,malignant,malignant
3,7,2,310,1,0,benign,benign
3,7,2,194,1,0,benign,benign
3,7,2,293,0,1,malignant,malignant
3,7,2,408,1,0,benign,benign
3,7,2,332,1,0,benign,benign
3,7,2,167,0.1,0.9,malignant,malignant
3,7,2,291,1,0,benign,benign
3,7,2,212,1,0,benign,benign
3,7,2,201,0,1,malignant,malignant
3,7,2,140,1,0,benign,benign
3,7,2,653,1,0,benign,benign
3,7,2,218,0,1,malignant,malignant
3,7,2,596,1,0,benign,benign
3,7,2,131,1,0,benign,benign
3,7,2,62,0,1,malignant,malignant
3,7,2,543,1,0,benign,benign
3,7,2,676,1,0,benign,benign
3,7,2,493,0,1,malignant,malignant
3,7,2,429,1,0,benign,benign
3,7,2,671,1,0,benign,benign
3,7,2,465,0,1,malignant,malignant
3,7,2,473,1,0,benign,benign
3,7,2,659,1,0,benign,benign
3,7,2,187,0.117308,0.882692,malignant,malignant
3,7,2,243,1,0,benign,benign
3,7,2,506,0,1,malignant,malignant
3,7,2,10,1,0,benign,benign
3,7,2,322,1,0,benign,benign
3,7,2,594,0.022222,0.977778,malignant,malignant
3,7,2,541,1,0,benign,benign
3,7,2,531,1,0,benign,benign
3,7,2,174,0,1,malignant,malignant
3,7,2,153,0.9,0.1,benign,benign
3,7,2,156,1,0,benign,benign
3,7,2,633,0.1,0.9,malignant,malignant
3,7,2,562,1,0,benign,benign
3,7,2,615,1,0,benign,benign
3,7,2,267,0.30122,0.69878,malignant,malignant
3,7,2,79,1,0,benign,benign
3,7,2,75,1,0,benign,benign
3,7,2,381,0.1,0.9,malignant,malignant
3,7,2,195,1,0,benign,benign
3,7,2,376,1,0,benign,benign
3,7,2,590,0.2,0.8,malignant,malignant
3,7,2,370,1,0,benign,benign
3,7,2,95,1,0,benign,benign
3,7,2,103,0.6,0.4,benign,malignant
3,7,2,178,1,0,benign,benign
3,7,2,627,1,0,benign,benign
3,7,2,260,0.2,0.8,malignant,malignant
3,7,2,297,0.585331,0.414669,benign,benign
3,7,2,529,1,0,benign,benign
3,7,2,126,0.2,0.8,malignant,malignant
3,7,2,662,1,0,benign,benign
3,7,2,263,0.117308,0.882692,malignant,malignant
3,7,2,660,1,0,benign,benign
3,7,2,635,1,0,benign,benign
3,7,2,487,0,1,malignant,malignant
3,7,2,393,1,0,benign,benign
3,7,2,650,1,0,benign,benign
3,7,3,461,1,0,benign,benign
3,7,3,255,0.1,0.9,malignant,malignant
3,7,3,377,1,0,benign,benign
3,7,3,296,0.3,0.7,malignant,benign
3,7,3,412,0,1,malignant,malignant
3,7,3,646,1,0,benign,benign
3,7,3,98,0,1,malignant,malignant
3,7,3,528,1,0,benign,benign
3,7,3,168,1,0,benign,benign
3,7,3,87,0.2,0.8,malignant,malignant
3,7,3,310,1,0,benign,benign
3,7,3,194,1,0,benign,benign
3,7,3,293,0.1,0.9,malignant,malignant
3,7,3,408,0.9,0.1,benign,benign
3,7,3,332,1,0,benign,benign
3,7,3,167,0.3,0.7,malignant,malignant
3,7,3,291,1,0,benign,benign
3,7,3,212,1,0,benign,benign
3,7,3,201,0,1,malignant,malignant
3,7,3,140,1,0,benign,benign
3,7,3,653,1,0,benign,benign
3,7,3,218,0,1,malignant,malignant
3,7,3,596,1,0,benign,benign
3,7,3,131,1,0,benign,benign
3,7,3,62,0,1,malignant,malignant
3,7,3,543,1,0,benign,benign
3,7,3,676,1,0,benign,benign
3,7,3,493,0,1,malignant,malignant
3,7,3,429,1,0,benign,benign
3,7,3,671,1,0,benign,benign
3,7,3,465,0,1,malignant,malignant
3,7,3,473,1,0,benign,benign
3,7,3,659,1,0,benign,benign
3,7,3,187,0,1,malignant,malignant
3,7,3,243,0.8,0.2,benign,benign
3,7,3,506,0,1,malignant,malignant
3,7,3,10,1,0,benign,benign
3,7,3,322,1,0,benign,benign
3,7,3,594,0.1,0.9,malignant,malignant
3,7,3,541,1,0,benign,benign
3,7,3,531,1,0,benign,benign
3,7,3,174,0,1,malignant,malignant
3,7,3,153,1,0,benign,benign
3,7,3,156,1,0,benign,benign
3,7,3,633,0,1,malignant,malignant
3,7,3,562,1,0,benign,benign
3,7,3,615,1,0,benign,benign
3,7,3,267,0.3,0.7,malignant,malignant
3,7,3,79,1,0,benign,benign
3,7,3,75,0.9,0.1,benign,benign
3,7,3,381,0,1,malignant,malignant
3,7,3,195,1,0,benign,benign
3,7,3,376,1,0,benign,benign
3,7,3,590,0.5,0.5,benign,malignant
3,7,3,370,0.9,0.1,benign,benign
3,7,3,95,1,0,benign,benign
3,7,3,103,0.3,0.7,malignant,malignant
3,7,3,178,1,0,benign,benign
3,7,3,627,1,0,benign,benign
3,7,3,260,0,1,malignant,malignant
3,7,3,297,0.592324,0.407676,benign,benign
3,7,3,529,1,0,benign,benign
3,7,3,126,0,1,malignant,malignant
3,7,3,662,1,0,benign,benign
3,7,3,263,0,1,malignant,malignant
3,7,3,660,1,0,benign,benign
3,7,3,635,1,0,benign,benign
3,7,3,487,0,1,malignant,malignant
3,7,3,393,1,0,benign,benign
3,7,3,650,1,0,benign,benign
3,7,4,461,1,0,benign,benign
3,7,4,255,0.2,0.8,malignant,malignant
3,7,4,377,1,0,benign,benign
3,7,4,296,0.4,0.6,malignant,benign
3,7,4,412,0,1,malignant,malignant
3,7,4,646,1,0,benign,benign
3,7,4,98,0.2,0.8,malignant,malignant
3,7,4,528,1,0,benign,benign
3,7,4,168,1,0,benign,benign
3,7,4,87,0.2,0.8,malignant,malignant
3,7,4,310,1,0,benign,benign
3,7,4,194,1,0,benign,benign
3,7,4,293,0.3,0.7,malignant,malignant
3,7,4,408,1,0,benign,benign
3,7,4,332,1,0,benign,benign
3,7,4,167,0,1,malignant,malignant
3,7,4,291,1,0,benign,benign
3,7,4,212,1,0,benign,benign
3,7,4,201,0,1,malignant,malignant
3,7,4,140,1,0,benign,benign
3,7,4,653,1,0,benign,benign
3,7,4,218,0.1,0.9,malignant,malignant
3,7,4,596,1,0,benign,benign
3,7,4,131,1,0,benign,benign
3,7,4,62,0,1,malignant,malignant
3,7,4,543,1,0,benign,benign
3,7,4,676,1,0,benign,benign
3,7,4,493,0,1,malignant,malignant
3,7,4,429,1,0,benign,benign
3,7,4,671,1,0,benign,benign
3,7,4,465,0,1,malignant,malignant
3,7,4,473,1,0,benign,benign
3,7,4,659,1,0,benign,benign
3,7,4,187,0,1,malignant,malignant
3,7,4,243,1,0,benign,benign
3,7,4,506,0,1,malignant,malignant
3,7,4,10,1,0,benign,benign
3,7,4,322,1,0,benign,benign
3,7,4,594,0.1,0.9,malignant,malignant
3,7,4,541,1,0,benign,benign
3,7,4,531,1,0,benign,benign
3,7,4,174,0,1,malignant,malignant
3,7,4,153,1,0,benign,benign
3,7,4,156,1,0,benign,benign
3,7,4,633,0.1,0.9,malignant,malignant
3,7,4,562,1,0,benign,benign
3,7,4,615,1,0,benign,benign
3,7,4,267,0.3,0.7,malignant,malignant
3,7,4,79,1,0,benign,benign
3,7,4,75,1,0,benign,benign
3,7,4,381,0,1,malignant,malignant
3,7,4,195,1,0,benign,benign
3,7,4,376,1,0,benign,benign
3,7,4,590,0.2,0.8,malignant,malignant
3,7,4,370,1,0,benign,benign
3,7,4,95,1,0,benign,benign
3,7,4,103,0.5,0.5,benign,malignant
3,7,4,178,1,0,benign,benign
3,7,4,627,1,0,benign,benign
3,7,4,260,0,1,malignant,malignant
3,7,4,297,0.644675,0.355325,benign,benign
3,7,4,529,1,0,benign,benign
3,7,4,126,0,1,malignant,malignant
3,7,4,662,1,0,benign,benign
3,7,4,263,0.2,0.8,malignant,malignant
3,7,4,660,1,0,benign,benign
3,7,4,635,1,0,benign,benign
3,7,4,487,0,1,malignant,malignant
3,7,4,393,1,0,benign,benign
3,7,4,650,1,0,benign,benign
3,7,5,461,1,0,benign,benign
3,7,5,255,0.2,0.8,malignant,malignant
3,7,5,377,1,0,benign,benign
3,7,5,296,0.1,0.9,malignant,benign
3,7,5,412,0,1,malignant,malignant
3,7,5,646,1,0,benign,benign
3,7,5,98,0,1,malignant,malignant
3,7,5,528,1,0,benign,benign
3,7,5,168,1,0,benign,benign
3,7,5,87,0.14,0.86,malignant,malignant
3,7,5,310,1,0,benign,benign
3,7,5,194,1,0,benign,benign
3,7,5,293,0,1,malignant,malignant
3,7,5,408,1,0,benign,benign
3,7,5,332,1,0,benign,benign
3,7,5,167,0,1,malignant,malignant
3,7,5,291,1,0,benign,benign
3,7,5,212,1,0,benign,benign
3,7,5,201,0,1,malignant,malignant
3,7,5,140,1,0,benign,benign
3,7,5,653,1,0,benign,benign
3,7,5,218,0,1,malignant,malignant
3,7,5,596,1,0,benign,benign
3,7,5,131,1,0,benign,benign
3,7,5,62,0,1,malignant,malignant
3,7,5,543,1,0,benign,benign
3,7,5,676,1,0,benign,benign
3,7,5,493,0,1,malignant,malignant
3,7,5,429,1,0,benign,benign
3,7,5,671,1,0,benign,benign
3,7,5,465,0,1,malignant,malignant
3,7,5,473,1,0,benign,benign
3,7,5,659,1,0,benign,benign
3,7,5,187,0.1,0.9,malignant,malignant
3,7,5,243,0.9,0.1,benign,benign
3,7,5,506,0,1,malignant,malignant
3,7,5,10,1,0,benign,benign
3,7,5,322,1,0,benign,benign
3,7,5,594,0.1,0.9,malignant,malignant
3,7,5,541,1,0,benign,benign
3,7,5,531,1,0,benign,benign
3,7,5,174,0,1,malignant,malignant
3,7,5,153,0.9,0.1,benign,benign
3,7,5,156,1,0,benign,benign
3,7,5,633,0,1,malignant,malignant
3,7,5,562,1,0,benign,benign
3,7,5,615,1,0,benign,benign
3,7,5,267,0,1,malignant,malignant
3,7,5,79,1,0,benign,benign
3,7,5,75,1,0,benign,benign
3,7,5,381,0.1,0.9,malignant,malignant
3,7,5,195,1,0,benign,benign
3,7,5,376,1,0,benign,benign
3,7,5,590,0.1,0.9,malignant,malignant
3,7,5,370,1,0,benign,benign
3,7,5,95,1,0,benign,benign
3,7,5,103,0.6,0.4,benign,malignant
3,7,5,178,1,0,benign,benign
3,7,5,627,1,0,benign,benign
3,7,5,260,0,1,malignant,malignant
3,7,5,297,0.693912,0.306088,benign,benign
3,7,5,529,1,0,benign,benign
3,7,5,126,0.1,0.9,malignant,malignant
3,7,5,662,1,0,benign,benign
3,7,5,263,0.1,0.9,malignant,malignant
3,7,5,660,1,0,benign,benign
3,7,5,635,1,0,benign,benign
3,7,5,487,0,1,malignant,malignant
3,7,5,393,1,0,benign,benign
3,7,5,650,1,0,benign,benign
3,7,6,461,0.917983,0.082017,benign,benign
3,7,6,255,0.2,0.8,malignant,malignant
3,7,6,377,1,0,benign,benign
3,7,6,296,0.1,0.9,malignant,benign
3,7,6,412,0,1,malignant,malignant
3,7,6,646,1,0,benign,benign
3,7,6,98,0,1,malignant,malignant
3,7,6,528,1,0,benign,benign
3,7,6,168,1,0,benign,benign
3,7,6,87,0.1,0.9,malignant,malignant
3,7,6,310,1,0,benign,benign
3,7,6,194,1,0,benign,benign
3,7,6,293,0.1,0.9,malignant,malignant
3,7,6,408,0.9,0.1,benign,benign
3,7,6,332,1,0,benign,benign
3,7,6,167,0,1,malignant,malignant
3,7,6,291,1,0,benign,benign
3,7,6,212,1,0,benign,benign
3,7,6,201,0,1,malignant,malignant
3,7,6,140,1,0,benign,benign
3,7,6,653,1,0,benign,benign
3,7,6,218,0.1,0.9,malignant,malignant
3,7,6,596,1,0,benign,benign
3,7,6,131,1,0,benign,benign
3,7,6,62,0,1,malignant,malignant
3,7,6,543,1,0,benign,benign
3,7,6,676,1,0,benign,benign
3,7,6,493,0,1,malignant,malignant
3,7,6,429,1,0,benign,benign
3,7,6,671,1,0,benign,benign
3,7,6,465,0,1,malignant,malignant
3,7,6,473,1,0,benign,benign
3,7,6,659,1,0,benign,benign
3,7,6,187,0.1,0.9,malignant,malignant
3,7,6,243,0.9,0.1,benign,benign
3,7,6,506,0,1,malignant,malignant
3,7,6,10,1,0,benign,benign
3,7,6,322,1,0,benign,benign
3,7,6,594,0.1,0.9,malignant,malignant
3,7,6,541,1,0,benign,benign
3,7,6,531,1,0,benign,benign
3,7,6,174,0,1,malignant,malignant
3,7,6,153,0.809284,0.190716,benign,benign
3,7,6,156,1,0,benign,benign
3,7,6,633,0.1,0.9,malignant,malignant
3,7,6,562,1,0,benign,benign
3,7,6,615,1,0,benign,benign
3,7,6,267,0,1,malignant,malignant
3,7,6,79,1,0,benign,benign
3,7,6,75,0.9,0.1,benign,benign
3,7,6,381,0.1,0.9,malignant,malignant
3,7,6,195,1,0,benign,benign
3,7,6,376,1,0,benign,benign
3,7,6,590,0.2,0.8,malignant,malignant
3,7,6,370,1,0,benign,benign
3,7,6,95,1,0,benign,benign
3,7,6,103,0.2,0.8,malignant,malignant
3,7,6,178,1,0,benign,benign
3,7,6,627,0.917983,0.082017,benign,benign
3,7,6,260,0,1,malignant,malignant
3,7,6,297,0.586113,0.413887,benign,benign
3,7,6,529,1,0,benign,benign
3,7,6,126,0,1,malignant,malignant
3,7,6,662,1,0,benign,benign
3,7,6,263,0.1,0.9,malignant,malignant
3,7,6,660,1,0,benign,benign
3,7,6,635,1,0,benign,benign
3,7,6,487,0,1,malignant,malignant
3,7,6,393,1,0,benign,benign
3,7,6,650,0.9,0.1,benign,benign
3,7,7,461,1,0,benign,benign
3,7,7,255,0.3,0.7,malignant,malignant
3,7,7,377,1,0,benign,benign
3,7,7,296,0.1,0.9,malignant,benign
3,7,7,412,0,1,malignant,malignant
3,7,7,646,1,0,benign,benign
3,7,7,98,0,1,malignant,malignant
3,7,7,528,1,0,benign,benign
3,7,7,168,1,0,benign,benign
3,7,7,87,0.1,0.9,malignant,malignant
3,7,7,310,1,0,benign,benign
3,7,7,194,1,0,benign,benign
3,7,7,293,0.1,0.9,malignant,malignant
3,7,7,408,1,0,benign,benign
3,7,7,332,1,0,benign,benign
3,7,7,167,0.1,0.9,malignant,malignant
3,7,7,291,1,0,benign,benign
3,7,7,212,1,0,benign,benign
3,7,7,201,0,1,malignant,malignant
3,7,7,140,1,0,benign,benign
3,7,7,653,1,0,benign,benign
3,7,7,218,0,1,malignant,malignant
3,7,7,596,1,0,benign,benign
3,7,7,131,1,0,benign,benign
3,7,7,62,0,1,malignant,malignant
3,7,7,543,1,0,benign,benign
3,7,7,676,1,0,benign,benign
3,7,7,493,0,1,malignant,malignant
3,7,7,429,1,0,benign,benign
3,7,7,671,1,0,benign,benign
3,7,7,465,0,1,malignant,malignant
3,7,7,473,1,0,benign,benign
3,7,7,659,1,0,benign,benign
3,7,7,187,0.1,0.9,malignant,malignant
3,7,7,243,1,0,benign,benign
3,7,7,506,0,1,malignant,malignant
3,7,7,10,1,0,benign,benign
3,7,7,322,1,0,benign,benign
3,7,7,594,0,1,malignant,malignant
3,7,7,541,1,0,benign,benign
3,7,7,531,1,0,benign,benign
3,7,7,174,0,1,malignant,malignant
3,7,7,153,0.9,0.1,benign,benign
3,7,7,156,1,0,benign,benign
3,7,7,633,0.1,0.9,malignant,malignant
3,7,7,562,1,0,benign,benign
3,7,7,615,1,0,benign,benign
3,7,7,267,0,1,malignant,malignant
3,7,7,79,1,0,benign,benign
3,7,7,75,1,0,benign,benign
3,7,7,381,0,1,malignant,malignant
3,7,7,195,1,0,benign,benign
3,7,7,376,1,0,benign,benign
3,7,7,590,0.2,0.8,malignant,malignant
3,7,7,370,1,0,benign,benign
3,7,7,95,1,0,benign,benign
3,7,7,103,0.3,0.7,malignant,malignant
3,7,7,178,1,0,benign,benign
3,7,7,627,1,0,benign,benign
3,7,7,260,0,1,malignant,malignant
3,7,7,297,0.620233,0.379767,benign,benign
3,7,7,529,1,0,benign,benign
3,7,7,126,0.1,0.9,malignant,malignant
3,7,7,662,1,0,benign,benign
3,7,7,263,0,1,malignant,malignant
3,7,7,660,1,0,benign,benign
3,7,7,635,1,0,benign,benign
3,7,7,487,0,1,malignant,malignant
3,7,7,393,1,0,benign,benign
3,7,7,650,0.9,0.1,benign,benign
3,8,0,50,0.2,0.8,malignant,malignant
3,8,0,577,1,0,benign,benign
3,8,0,666,1,0,benign,benign
3,8,0,421,0,1,malignant,malignant
3,8,0,363,0.4,0.6,malignant,benign
3,8,0,145,1,0,benign,benign
3,8,0,41,0.128409,0.871591,malignant,malignant
3,8,0,443,1,0,benign,benign
3,8,0,228,1,0,benign,benign
3,8,0,59,0.2,0.8,malignant,malignant
3,8,0,96,1,0,benign,benign
3,8,0,415,0.6,0.4,benign,benign
3,8,0,25,0.8,0.2,benign,malignant
3,8,0,343,1,0,benign,benign
3,8,0,430,0.9,0.1,benign,benign
3,8,0,101,0.5,0.5,benign,malignant
3,8,0,475,1,0,benign,benign
3,8,0,532,1,0,benign,benign
3,8,0,183,0,1,malignant,malignant
3,8,0,665,1,0,benign,benign
3,8,0,686,1,0,benign,benign
3,8,0,582,0.328409,0.671591,malignant,malignant
3,8,0,537,1,0,benign,benign
3,8,0,73,0.228409,0.771591,malignant,malignant
3,8,0,566,1,0,benign,benign
3,8,0,197,1,0,benign,benign
3,8,0,213,0,1,malignant,malignant
3,8,0,601,1,0,benign,benign
3,8,0,2,1,0,benign,benign
3,8,0,112,0.328409,0.671591,malignant,malignant
3,8,0,623,1,0,benign,benign
3,8,0,624,1,0,benign,benign
3,8,0,214,0,1,malignant,malignant
3,8,0,141,1,0,benign,benign
3,8,0,690,1,0,benign,benign
3,8,0,262,0,1,malignant,malignant
3,8,0,667,1,0,benign,benign
3,8,0,642,1,0,benign,benign
3,8,0,295,0.2,0.8,malignant,malignant
3,8,0,637,0.9,0.1,benign,benign
3,8,0,17,1,0,benign,benign
3,8,0,247,0.2,0.8,malignant,malignant
3,8,0,559,1,0,benign,benign
3,8,0,115,1,0,benign,benign
3,8,0,669,0,1,malignant,malignant
3,8,0,220,1,0,benign,benign
3,8,0,298,0.9,0.1,benign,benign
3,8,0,489,0.528409,0.471591,benign,malignant
3,8,0,661,1,0,benign,benign
3,8,0,651,1,0,benign,benign
3,8,0,611,0.1,0.9,malignant,malignant
3,8,0,640,1,0,benign,benign
3,8,0,283,0.128409,0.871591,malignant,malignant
3,8,0,199,1,0,benign,benign
3,8,0,463,1,0,benign,benign
3,8,0,427,0.1,0.9,malignant,malignant
3,8,0,276,1,0,benign,benign
3,8,0,163,1,0,benign,benign
3,8,0,237,0.1,0.9,malignant,malignant
3,8,0,258,1,0,benign,benign
3,8,0,567,1,0,benign,benign
3,8,0,479,0,1,malignant,malignant
3,8,0,620,1,0,benign,benign
3,8,0,589,1,0,benign,benign
3,8,0,400,0.1,0.9,malignant,malignant
3,8,0,392,1,0,benign,benign
3,8,0,91,1,0,benign,benign
3,8,0,604,0.528409,0.471591,benign,malignant
3,8,0,598,1,0,benign,benign
3,8,0,242,1,0,benign,benign
3,8,1,50,0.1,0.9,malignant,malignant
3,8,1,577,1,0,benign,benign
3,8,1,666,1,0,benign,benign
3,8,1,421,0,1,malignant,malignant
3,8,1,363,0.7,0.3,benign,benign
3,8,1,145,1,0,benign,benign
3,8,1,41,0.3,0.7,malignant,malignant
3,8,1,443,1,0,benign,benign
3,8,1,228,1,0,benign,benign
3,8,1,59,0.1,0.9,malignant,malignant
3,8,1,96,1,0,benign,benign
3,8,1,415,0.9,0.1,benign,benign
3,8,1,25,0.8,0.2,benign,malignant
3,8,1,343,1,0,benign,benign
3,8,1,430,1,0,benign,benign
3,8,1,101,0.8,0.2,benign,malignant
3,8,1,475,1,0,benign,benign
3,8,1,532,1,0,benign,benign
3,8,1,183,0,1,malignant,malignant
3,8,1,665,1,0,benign,benign
3,8,1,686,1,0,benign,benign
3,8,1,582,0.032061,0.967939,malignant,malignant
3,8,1,537,1,0,benign,benign
3,8,1,73,0.1,0.9,malignant,malignant
3,8,1,566,1,0,benign,benign
3,8,1,197,1,0,benign,benign
3,8,1,213,0,1,malignant,malignant
3,8,1,601,1,0,benign,benign
3,8,1,2,1,0,benign,benign
3,8,1,112,0.3,0.7,malignant,malignant
3,8,1,623,1,0,benign,benign
3,8,1,624,1,0,benign,benign
3,8,1,214,0,1,malignant,malignant
3,8,1,141,1,0,benign,benign
3,8,1,690,1,0,benign,benign
3,8,1,262,0,1,malignant,malignant
3,8,1,667,1,0,benign,benign
3,8,1,642,1,0,benign,benign
3,8,1,295,0.1,0.9,malignant,malignant
3,8,1,637,1,0,benign,benign
3,8,1,17,1,0,benign,benign
3,8,1,247,0.1,0.9,malignant,malignant
3,8,1,559,1,0,benign,benign
3,8,1,115,1,0,benign,benign
3,8,1,669,0,1,malignant,malignant
3,8,1,220,1,0,benign,benign
3,8,1,298,0.6,0.4,benign,benign
3,8,1,489,0.9,0.1,benign,malignant
3,8,1,661,1,0,benign,benign
3,8,1,651,1,0,benign,benign
3,8,1,611,0,1,malignant,malignant
3,8,1,640,1,0,benign,benign
3,8,1,283,0,1,malignant,malignant
3,8,1,199,1,0,benign,benign
3,8,1,463,1,0,benign,benign
3,8,1,427,0,1,malignant,malignant
3,8,1,276,1,0,benign,benign
3,8,1,163,0.9,0.1,benign,benign
3,8,1,237,0,1,malignant,malignant
3,8,1,258,1,0,benign,benign
3,8,1,567,1,0,benign,benign
3,8,1,479,0,1,malignant,malignant
3,8,1,620,1,0,benign,benign
3,8,1,589,1,0,benign,benign
3,8,1,400,0,1,malignant,malignant
3,8,1,392,1,0,benign,benign
3,8,1,91,1,0,benign,benign
3,8,1,604,0.8,0.2,benign,malignant
3,8,1,598,1,0,benign,benign
3,8,1,242,1,0,benign,benign
3,8,2,50,0.2,0.8,malignant,malignant
3,8,2,577,1,0,benign,benign
3,8,2,666,1,0,benign,benign
3,8,2,421,0,1,malignant,malignant
3,8,2,363,0.7,0.3,benign,benign
3,8,2,145,0.99878,0.00122,benign,benign
3,8,2,41,0.1,0.9,malignant,malignant
3,8,2,443,1,0,benign,benign
3,8,2,228,1,0,benign,benign
3,8,2,59,0.3,0.7,malignant,malignant
3,8,2,96,1,0,benign,benign
3,8,2,415,0.7,0.3,benign,benign
3,8,2,25,0.40122,0.59878,malignant,malignant
3,8,2,343,1,0,benign,benign
3,8,2,430,1,0,benign,benign
3,8,2,101,0.6,0.4,benign,malignant
3,8,2,475,1,0,benign,benign
3,8,2,532,1,0,benign,benign
3,8,2,183,0,1,malignant,malignant
3,8,2,665,1,0,benign,benign
3,8,2,686,1,0,benign,benign
3,8,2,582,0.122222,0.877778,malignant,malignant
3,8,2,537,1,0,benign,benign
3,8,2,73,0.117308,0.882692,malignant,malignant
3,8,2,566,1,0,benign,benign
3,8,2,197,1,0,benign,benign
3,8,2,213,0,1,malignant,malignant
3,8,2,601,1,0,benign,benign
3,8,2,2,1,0,benign,benign
3,8,2,112,0.117308,0.882692,malignant,malignant
3,8,2,623,1,0,benign,benign
3,8,2,624,1,0,benign,benign
3,8,2,214,0,1,malignant,malignant
3,8,2,141,1,0,benign,benign
3,8,2,690,1,0,benign,benign
3,8,2,262,0,1,malignant,malignant
3,8,2,667,1,0,benign,benign
3,8,2,642,1,0,benign,benign
3,8,2,295,0,1,malignant,malignant
3,8,2,637,0.9,0.1,benign,benign
3,8,2,17,1,0,benign,benign
3,8,2,247,0,1,malignant,malignant
3,8,2,559,1,0,benign,benign
3,8,2,115,1,0,benign,benign
3,8,2,669,0,1,malignant,malignant
3,8,2,220,1,0,benign,benign
3,8,2,298,0.8,0.2,benign,benign
3,8,2,489,0.8,0.2,benign,malignant
3,8,2,661,1,0,benign,benign
3,8,2,651,1,0,benign,benign
3,8,2,611,0.1,0.9,malignant,malignant
3,8,2,640,1,0,benign,benign
3,8,2,283,0,1,malignant,malignant
3,8,2,199,1,0,benign,benign
3,8,2,463,1,0,benign,benign
3,8,2,427,0.1,0.9,malignant,malignant
3,8,2,276,1,0,benign,benign
3,8,2,163,0.9,0.1,benign,benign
3,8,2,237,0,1,malignant,malignant
3,8,2,258,1,0,benign,benign
3,8,2,567,0.9,0.1,benign,benign
3,8,2,479,0,1,malignant,malignant
3,8,2,620,1,0,benign,benign
3,8,2,589,1,0,benign,benign
3,8,2,400,0,1,malignant,malignant
3,8,2,392,1,0,benign,benign
3,8,2,91,1,0,benign,benign
3,8,2,604,0.80122,0.19878,benign,malignant
3,8,2,598,1,0,benign,benign
3,8,2,242,1,0,benign,benign
3,8,3,50,0.1,0.9,malignant,malignant
3,8,3,577,1,0,benign,benign
3,8,3,666,1,0,benign,benign
3,8,3,421,0,1,malignant,malignant
3,8,3,363,0.6,0.4,benign,benign
3,8,3,145,1,0,benign,benign
3,8,3,41,0.2,0.8,malignant,malignant
3,8,3,443,1,0,benign,benign
3,8,3,228,1,0,benign,benign
3,8,3,59,0.3,0.7,malignant,malignant
3,8,3,96,1,0,benign,benign
3,8,3,415,0.6,0.4,benign,benign
3,8,3,25,0.4,0.6,malignant,malignant
3,8,3,343,1,0,benign,benign
3,8,3,430,0.9,0.1,benign,benign
3,8,3,101,0.5,0.5,benign,malignant
3,8,3,475,1,0,benign,benign
3,8,3,532,1,0,benign,benign
3,8,3,183,0,1,malignant,malignant
3,8,3,665,1,0,benign,benign
3,8,3,686,1,0,benign,benign
3,8,3,582,0.2,0.8,malignant,malignant
3,8,3,537,1,0,benign,benign
3,8,3,73,0,1,malignant,malignant
3,8,3,566,1,0,benign,benign
3,8,3,197,1,0,benign,benign
3,8,3,213,0,1,malignant,malignant
3,8,3,601,1,0,benign,benign
3,8,3,2,1,0,benign,benign
3,8,3,112,0,1,malignant,malignant
3,8,3,623,1,0,benign,benign
3,8,3,624,1,0,benign,benign
3,8,3,214,0,1,malignant,malignant
3,8,3,141,1,0,benign,benign
3,8,3,690,1,0,benign,benign
3,8,3,262,0,1,malignant,malignant
3,8,3,667,1,0,benign,benign
3,8,3,642,1,0,benign,benign
3,8,3,295,0,1,malignant,malignant
3,8,3,637,1,0,benign,benign
3,8,3,17,1,0,benign,benign
3,8,3,247,0.1,0.9,malignant,malignant
3,8,3,559,1,0,benign,benign
3,8,3,115,1,0,benign,benign
3,8,3,669,0,1,malignant,malignant
3,8,3,220,1,0,benign,benign
3,8,3,298,0.7,0.3,benign,benign
3,8,3,489,0.7,0.3,benign,malignant
3,8,3,661,1,0,benign,benign
3,8,3,651,1,0,benign,benign
3,8,3,611,0.3,0.7,malignant,malignant
3,8,3,640,1,0,benign,benign
3,8,3,283,0.1,0.9,malignant,malignant
3,8,3,199,1,0,benign,benign
3,8,3,463,1,0,benign,benign
3,8,3,427,0.2,0.8,malignant,malignant
3,8,3,276,1,0,benign,benign
3,8,3,163,1,0,benign,benign
3,8,3,237,0.1,0.9,malignant,malignant
3,8,3,258,1,0,benign,benign
3,8,3,567,1,0,benign,benign
3,8,3,479,0,1,malignant,malignant
3,8,3,620,1,0,benign,benign
3,8,3,589,1,0,benign,benign
3,8,3,400,0,1,malignant,malignant
3,8,3,392,1,0,benign,benign
3,8,3,91,1,0,benign,benign
3,8,3,604,0.7,0.3,benign,malignant
3,8,3,598,1,0,benign,benign
3,8,3,242,1,0,benign,benign
3,8,4,50,0.2,0.8,malignant,malignant
3,8,4,577,1,0,benign,benign
3,8,4,666,1,0,benign,benign
3,8,4,421,0,1,malignant,malignant
3,8,4,363,0.9,0.1,benign,benign
3,8,4,145,0.95,0.05,benign,benign
3,8,4,41,0,1,malignant,malignant
3,8,4,443,1,0,benign,benign
3,8,4,228,1,0,benign,benign
3,8,4,59,0.1,0.9,malignant,malignant
3,8,4,96,1,0,benign,benign
3,8,4,415,0.5,0.5,benign,benign
3,8,4,25,0.3,0.7,malignant,malignant
3,8,4,343,1,0,benign,benign
3,8,4,430,1,0,benign,benign
3,8,4,101,0.7,0.3,benign,malignant
3,8,4,475,1,0,benign,benign
3,8,4,532,1,0,benign,benign
3,8,4,183,0.1,0.9,malignant,malignant
3,8,4,665,1,0,benign,benign
3,8,4,686,1,0,benign,benign
3,8,4,582,0.1,0.9,malignant,malignant
3,8,4,537,1,0,benign,benign
3,8,4,73,0.1,0.9,malignant,malignant
3,8,4,566,1,0,benign,benign
3,8,4,197,1,0,benign,benign
3,8,4,213,0,1,malignant,malignant
3,8,4,601,1,0,benign,benign
3,8,4,2,1,0,benign,benign
3,8,4,112,0.4,0.6,malignant,malignant
3,8,4,623,1,0,benign,benign
3,8,4,624,1,0,benign,benign
3,8,4,214,0,1,malignant,malignant
3,8,4,141,1,0,benign,benign
3,8,4,690,1,0,benign,benign
3,8,4,262,0,1,malignant,malignant
3,8,4,667,1,0,benign,benign
3,8,4,642,1,0,benign,benign
3,8,4,295,0.1,0.9,malignant,malignant
3,8,4,637,1,0,benign,benign
3,8,4,17,1,0,benign,benign
3,8,4,247,0.2,0.8,malignant,malignant
3,8,4,559,1,0,benign,benign
3,8,4,115,1,0,benign,benign
3,8,4,669,0.1,0.9,malignant,malignant
3,8,4,220,1,0,benign,benign
3,8,4,298,0.9,0.1,benign,benign
3,8,4,489,0.7,0.3,benign,malignant
3,8,4,661,1,0,benign,benign
3,8,4,651,1,0,benign,benign
3,8,4,611,0.1,0.9,malignant,malignant
3,8,4,640,1,0,benign,benign
3,8,4,283,0,1,malignant,malignant
3,8,4,199,1,0,benign,benign
3,8,4,463,1,0,benign,benign
3,8,4,427,0.1,0.9,malignant,malignant
3,8,4,276,1,0,benign,benign
3,8,4,163,1,0,benign,benign
3,8,4,237,0.1,0.9,malignant,malignant
3,8,4,258,1,0,benign,benign
3,8,4,567,1,0,benign,benign
3,8,4,479,0,1,malignant,malignant
3,8,4,620,1,0,benign,benign
3,8,4,589,1,0,benign,benign
3,8,4,400,0,1,malignant,malignant
3,8,4,392,1,0,benign,benign
3,8,4,91,1,0,benign,benign
3,8,4,604,0.8,0.2,benign,malignant
3,8,4,598,1,0,benign,benign
3,8,4,242,1,0,benign,benign
3,8,5,50,0.2,0.8,malignant,malignant
3,8,5,577,1,0,benign,benign
3,8,5,666,1,0,benign,benign
3,8,5,421,0,1,malignant,malignant
3,8,5,363,0.4,0.6,malignant,benign
3,8,5,145,0.975771,0.024229,benign,benign
3,8,5,41,0,1,malignant,malignant
3,8,5,443,1,0,benign,benign
3,8,5,228,1,0,benign,benign
3,8,5,59,0,1,malignant,malignant
3,8,5,96,1,0,benign,benign
3,8,5,415,0.7,0.3,benign,benign
3,8,5,25,0.6,0.4,benign,malignant
3,8,5,343,1,0,benign,benign
3,8,5,430,1,0,benign,benign
3,8,5,101,0.3,0.7,malignant,malignant
3,8,5,475,1,0,benign,benign
3,8,5,532,1,0,benign,benign
3,8,5,183,0,1,malignant,malignant
3,8,5,665,1,0,benign,benign
3,8,5,686,1,0,benign,benign
3,8,5,582,0.1,0.9,malignant,malignant
3,8,5,537,1,0,benign,benign
3,8,5,73,0,1,malignant,malignant
3,8,5,566,1,0,benign,benign
3,8,5,197,1,0,benign,benign
3,8,5,213,0,1,malignant,malignant
3,8,5,601,1,0,benign,benign
3,8,5,2,1,0,benign,benign
3,8,5,112,0.5,0.5,benign,malignant
3,8,5,623,1,0,benign,benign
3,8,5,624,1,0,benign,benign
3,8,5,214,0,1,malignant,malignant
3,8,5,141,1,0,benign,benign
3,8,5,690,1,0,benign,benign
3,8,5,262,0,1,malignant,malignant
3,8,5,667,1,0,benign,benign
3,8,5,642,1,0,benign,benign
3,8,5,295,0.1,0.9,malignant,malignant
3,8,5,637,0.7,0.3,benign,benign
3,8,5,17,1,0,benign,benign
3,8,5,247,0.1,0.9,malignant,malignant
3,8,5,559,1,0,benign,benign
3,8,5,115,1,0,benign,benign
3,8,5,669,0,1,malignant,malignant
3,8,5,220,1,0,benign,benign
3,8,5,298,0.8,0.2,benign,benign
3,8,5,489,0.804255,0.195745,benign,malignant
3,8,5,661,1,0,benign,benign
3,8,5,651,1,0,benign,benign
3,8,5,611,0.1,0.9,malignant,malignant
3,8,5,640,1,0,benign,benign
3,8,5,283,0.1,0.9,malignant,malignant
3,8,5,199,1,0,benign,benign
3,8,5,463,1,0,benign,benign
3,8,5,427,0,1,malignant,malignant
3,8,5,276,1,0,benign,benign
3,8,5,163,1,0,benign,benign
3,8,5,237,0,1,malignant,malignant
3,8,5,258,1,0,benign,benign
3,8,5,567,0.9,0.1,benign,benign
3,8,5,479,0,1,malignant,malignant
3,8,5,620,1,0,benign,benign
3,8,5,589,1,0,benign,benign
3,8,5,400,0,1,malignant,malignant
3,8,5,392,1,0,benign,benign
3,8,5,91,1,0,benign,benign
3,8,5,604,0.6,0.4,benign,malignant
3,8,5,598,1,0,benign,benign
3,8,5,242,1,0,benign,benign
3,8,6,50,0,1,malignant,malignant
3,8,6,577,1,0,benign,benign
3,8,6,666,1,0,benign,benign
3,8,6,421,0,1,malignant,malignant
3,8,6,363,0.6,0.4,benign,benign
3,8,6,145,0.980891,0.019109,benign,benign
3,8,6,41,0.1,0.9,malignant,malignant
3,8,6,443,1,0,benign,benign
3,8,6,228,1,0,benign,benign
3,8,6,59,0,1,malignant,malignant
3,8,6,96,1,0,benign,benign
3,8,6,415,0.8,0.2,benign,benign
3,8,6,25,0.5,0.5,benign,malignant
3,8,6,343,1,0,benign,benign
3,8,6,430,1,0,benign,benign
3,8,6,101,0.6,0.4,benign,malignant
3,8,6,475,1,0,benign,benign
3,8,6,532,1,0,benign,benign
3,8,6,183,0,1,malignant,malignant
3,8,6,665,1,0,benign,benign
3,8,6,686,1,0,benign,benign
3,8,6,582,0,1,malignant,malignant
3,8,6,537,1,0,benign,benign
3,8,6,73,0.2,0.8,malignant,malignant
3,8,6,566,1,0,benign,benign
3,8,6,197,0.9,0.1,benign,benign
3,8,6,213,0,1,malignant,malignant
3,8,6,601,1,0,benign,benign
3,8,6,2,1,0,benign,benign
3,8,6,112,0,1,malignant,malignant
3,8,6,623,1,0,benign,benign
3,8,6,624,1,0,benign,benign
3,8,6,214,0,1,malignant,malignant
3,8,6,141,1,0,benign,benign
3,8,6,690,1,0,benign,benign
3,8,6,262,0,1,malignant,malignant
3,8,6,667,1,0,benign,benign
3,8,6,642,1,0,benign,benign
3,8,6,295,0.1,0.9,malignant,malignant
3,8,6,637,0.9,0.1,benign,benign
3,8,6,17,1,0,benign,benign
3,8,6,247,0.1,0.9,malignant,malignant
3,8,6,559,1,0,benign,benign
3,8,6,115,1,0,benign,benign
3,8,6,669,0,1,malignant,malignant
3,8,6,220,1,0,benign,benign
3,8,6,298,0.8,0.2,benign,benign
3,8,6,489,0.6,0.4,benign,malignant
3,8,6,661,1,0,benign,benign
3,8,6,651,1,0,benign,benign
3,8,6,611,0,1,malignant,malignant
3,8,6,640,1,0,benign,benign
3,8,6,283,0,1,malignant,malignant
3,8,6,199,1,0,benign,benign
3,8,6,463,1,0,benign,benign
3,8,6,427,0,1,malignant,malignant
3,8,6,276,1,0,benign,benign
3,8,6,163,0.9,0.1,benign,benign
3,8,6,237,0,1,malignant,malignant
3,8,6,258,1,0,benign,benign
3,8,6,567,0.809091,0.190909,benign,benign
3,8,6,479,0,1,malignant,malignant
3,8,6,620,1,0,benign,benign
3,8,6,589,1,0,benign,benign
3,8,6,400,0,1,malignant,malignant
3,8,6,392,1,0,benign,benign
3,8,6,91,1,0,benign,benign
3,8,6,604,0.4,0.6,malignant,malignant
3,8,6,598,1,0,benign,benign
3,8,6,242,1,0,benign,benign
3,8,7,50,0,1,malignant,malignant
3,8,7,577,1,0,benign,benign
3,8,7,666,1,0,benign,benign
3,8,7,421,0,1,malignant,malignant
3,8,7,363,0.8,0.2,benign,benign
3,8,7,145,0.993893,0.006107,benign,benign
3,8,7,41,0.288348,0.711652,malignant,malignant
3,8,7,443,1,0,benign,benign
3,8,7,228,1,0,benign,benign
3,8,7,59,0.1,0.9,malignant,malignant
3,8,7,96,1,0,benign,benign
3,8,7,415,0.6,0.4,benign,benign
3,8,7,25,0.504462,0.495538,benign,malignant
3,8,7,343,1,0,benign,benign
3,8,7,430,1,0,benign,benign
3,8,7,101,0.6,0.4,benign,malignant
3,8,7,475,1,0,benign,benign
3,8,7,532,1,0,benign,benign
3,8,7,183,0,1,malignant,malignant
3,8,7,665,1,0,benign,benign
3,8,7,686,1,0,benign,benign
3,8,7,582,0.1,0.9,malignant,malignant
3,8,7,537,1,0,benign,benign
3,8,7,73,0.1,0.9,malignant,malignant
3,8,7,566,1,0,benign,benign
3,8,7,197,1,0,benign,benign
3,8,7,213,0,1,malignant,malignant
3,8,7,601,1,0,benign,benign
3,8,7,2,1,0,benign,benign
3,8,7,112,0,1,malignant,malignant
3,8,7,623,1,0,benign,benign
3,8,7,624,1,0,benign,benign
3,8,7,214,0,1,malignant,malignant
3,8,7,141,1,0,benign,benign
3,8,7,690,1,0,benign,benign
3,8,7,262,0,1,malignant,malignant
3,8,7,667,1,0,benign,benign
3,8,7,642,1,0,benign,benign
3,8,7,295,0.048977,0.951023,malignant,malignant
3,8,7,637,0.9,0.1,benign,benign
3,8,7,17,1,0,benign,benign
3,8,7,247,0,1,malignant,malignant
3,8,7,559,1,0,benign,benign
3,8,7,115,1,0,benign,benign
3,8,7,669,0,1,malignant,malignant
3,8,7,220,1,0,benign,benign
3,8,7,298,0.7,0.3,benign,benign
3,8,7,489,0.8,0.2,benign,malignant
3,8,7,661,1,0,benign,benign
3,8,7,651,1,0,benign,benign
3,8,7,611,0.139745,0.860255,malignant,malignant
3,8,7,640,1,0,benign,benign
3,8,7,283,0,1,malignant,malignant
3,8,7,199,1,0,benign,benign
3,8,7,463,1,0,benign,benign
3,8,7,427,0,1,malignant,malignant
3,8,7,276,1,0,benign,benign
3,8,7,163,0.942197,0.057803,benign,benign
3,8,7,237,0.039745,0.960255,malignant,malignant
3,8,7,258,1,0,benign,benign
3,8,7,567,1,0,benign,benign
3,8,7,479,0,1,malignant,malignant
3,8,7,620,1,0,benign,benign
3,8,7,589,1,0,benign,benign
3,8,7,400,0,1,malignant,malignant
3,8,7,392,1,0,benign,benign
3,8,7,91,1,0,benign,benign
3,8,7,604,0.6,0.4,benign,malignant
3,8,7,598,1,0,benign,benign
3,8,7,242,1,0,benign,benign
3,9,0,308,0,1,malignant,malignant
3,9,0,544,1,0,benign,benign
3,9,0,498,1,0,benign,benign
3,9,0,23,0.171591,0.828409,malignant,malignant
3,9,0,309,0.628409,0.371591,benign,benign
3,9,0,158,1,0,benign,benign
3,9,0,20,0.328409,0.671591,malignant,malignant
3,9,0,687,0.8,0.2,benign,benign
3,9,0,29,1,0,benign,benign
3,9,0,124,0.328409,0.671591,malignant,malignant
3,9,0,447,1,0,benign,benign
3,9,0,457,0,1,malignant,malignant
3,9,0,193,1,0,benign,benign
3,9,0,432,1,0,benign,benign
3,9,0,32,0.1,0.9,malignant,malignant
3,9,0,621,0.7,0.3,benign,benign
3,9,0,472,1,0,benign,benign
3,9,0,603,0.2,0.8,malignant,malignant
3,9,0,64,1,0,benign,benign
3,9,0,454,0.9,0.1,benign,benign
3,9,0,239,0.128409,0.871591,malignant,malignant
3,9,0,439,1,0,benign,benign
3,9,0,576,1,0,benign,benign
3,9,0,435,0,1,malignant,malignant
3,9,0,407,1,0,benign,benign
3,9,0,355,1,0,benign,benign
3,9,0,238,0.2,0.8,malignant,malignant
3,9,0,431,1,0,benign,benign
3,9,0,641,1,0,benign,benign
3,9,0,128,0.6,0.4,benign,malignant
3,9,0,616,1,0,benign,benign
3,9,0,8,1,0,benign,benign
3,9,0,323,0.128409,0.871591,malignant,malignant
3,9,0,114,0.8,0.2,benign,benign
3,9,0,495,1,0,benign,benign
3,9,0,348,0.3,0.7,malignant,malignant
3,9,0,551,1,0,benign,benign
3,9,0,345,1,0,benign,benign
3,9,0,282,0.228409,0.771591,malignant,malignant
3,9,0,385,0.9,0.1,benign,benign
3,9,0,104,0.1,0.9,malignant,malignant
3,9,0,244,1,0,benign,benign
3,9,0,525,1,0,benign,benign
3,9,0,84,0.3,0.7,malignant,malignant
3,9,0,256,1,0,benign,benign
3,9,0,441,1,0,benign,benign
3,9,0,339,0.128409,0.871591,malignant,malignant
3,9,0,81,1,0,benign,benign
3,9,0,593,1,0,benign,benign
3,9,0,58,0.628409,0.371591,benign,malignant
3,9,0,508,1,0,benign,benign
3,9,0,277,1,0,benign,benign
3,9,0,12,0.328409,0.671591,malignant,malignant
3,9,0,144,1,0,benign,benign
3,9,0,271,1,0,benign,benign
3,9,0,261,0,1,malignant,malignant
3,9,0,402,0.9,0.1,benign,benign
3,9,0,341,1,0,benign,benign
3,9,0,574,0.1,0.9,malignant,malignant
3,9,0,599,0.9,0.1,benign,benign
3,9,0,245,1,0,benign,benign
3,9,0,56,0.2,0.8,malignant,malignant
3,9,0,48,1,0,benign,benign
3,9,0,517,1,0,benign,benign
3,9,0,100,0.7,0.3,benign,malignant
3,9,0,89,1,0,benign,benign
3,9,0,458,1,0,benign,benign
3,9,0,340,0.228409,0.771591,malignant,malignant
3,9,0,232,0.2,0.8,malignant,benign
3,9,1,308,0,1,malignant,malignant
3,9,1,544,1,0,benign,benign
3,9,1,498,1,0,benign,benign
3,9,1,23,0.117582,0.882418,malignant,malignant
3,9,1,309,0.9,0.1,benign,benign
3,9,1,158,1,0,benign,benign
3,9,1,20,0.4,0.6,malignant,malignant
3,9,1,687,1,0,benign,benign
3,9,1,29,1,0,benign,benign
3,9,1,124,0.1,0.9,malignant,malignant
3,9,1,447,1,0,benign,benign
3,9,1,457,0,1,malignant,malignant
3,9,1,193,1,0,benign,benign
3,9,1,432,1,0,benign,benign
3,9,1,32,0,1,malignant,malignant
3,9,1,621,0.8,0.2,benign,benign
3,9,1,472,1,0,benign,benign
3,9,1,603,0.2,0.8,malignant,malignant
3,9,1,64,1,0,benign,benign
3,9,1,454,1,0,benign,benign
3,9,1,239,0.1,0.9,malignant,malignant
3,9,1,439,1,0,benign,benign
3,9,1,576,1,0,benign,benign
3,9,1,435,0,1,malignant,malignant
3,9,1,407,1,0,benign,benign
3,9,1,355,1,0,benign,benign
3,9,1,238,0,1,malignant,malignant
3,9,1,431,1,0,benign,benign
3,9,1,641,1,0,benign,benign
3,9,1,128,0.4,0.6,malignant,malignant
3,9,1,616,1,0,benign,benign
3,9,1,8,0.9,0.1,benign,benign
3,9,1,323,0,1,malignant,malignant
3,9,1,114,1,0,benign,benign
3,9,1,495,1,0,benign,benign
3,9,1,348,0.6,0.4,benign,malignant
3,9,1,551,1,0,benign,benign
3,9,1,345,1,0,benign,benign
3,9,1,282,0.4,0.6,malignant,malignant
3,9,1,385,0.9,0.1,benign,benign
3,9,1,104,0.1,0.9,malignant,malignant
3,9,1,244,1,0,benign,benign
3,9,1,525,1,0,benign,benign
3,9,1,84,0.1,0.9,malignant,malignant
3,9,1,256,1,0,benign,benign
3,9,1,441,1,0,benign,benign
3,9,1,339,0,1,malignant,malignant
3,9,1,81,1,0,benign,benign
3,9,1,593,1,0,benign,benign
3,9,1,58,0.8,0.2,benign,malignant
3,9,1,508,1,0,benign,benign
3,9,1,277,1,0,benign,benign
3,9,1,12,0.7,0.3,benign,malignant
3,9,1,144,1,0,benign,benign
3,9,1,271,1,0,benign,benign
3,9,1,261,0,1,malignant,malignant
3,9,1,402,1,0,benign,benign
3,9,1,341,1,0,benign,benign
3,9,1,574,0,1,malignant,malignant
3,9,1,599,1,0,benign,benign
3,9,1,245,1,0,benign,benign
3,9,1,56,0,1,malignant,malignant
3,9,1,48,1,0,benign,benign
3,9,1,517,1,0,benign,benign
3,9,1,100,0.3,0.7,malignant,malignant
3,9,1,89,1,0,benign,benign
3,9,1,458,1,0,benign,benign
3,9,1,340,0.2,0.8,malignant,malignant
3,9,1,232,0.2,0.8,malignant,benign
3,9,2,308,0.1,0.9,malignant,malignant
3,9,2,544,1,0,benign,benign
3,9,2,498,1,0,benign,benign
3,9,2,23,0.25676,0.74324,malignant,malignant
3,9,2,309,1,0,benign,benign
3,9,2,158,0.99878,0.00122,benign,benign
3,9,2,20,0.217308,0.782692,malignant,malignant
3,9,2,687,0.9,0.1,benign,benign
3,9,2,29,1,0,benign,benign
3,9,2,124,0.1,0.9,malignant,malignant
3,9,2,447,1,0,benign,benign
3,9,2,457,0.1,0.9,malignant,malignant
3,9,2,193,1,0,benign,benign
3,9,2,432,1,0,benign,benign
3,9,2,32,0,1,malignant,malignant
3,9,2,621,1,0,benign,benign
3,9,2,472,1,0,benign,benign
3,9,2,603,0.2,0.8,malignant,malignant
3,9,2,64,1,0,benign,benign
3,9,2,454,1,0,benign,benign
3,9,2,239,0.1,0.9,malignant,malignant
3,9,2,439,1,0,benign,benign
3,9,2,576,1,0,benign,benign
3,9,2,435,0,1,malignant,malignant
3,9,2,407,1,0,benign,benign
3,9,2,355,1,0,benign,benign
3,9,2,238,0,1,malignant,malignant
3,9,2,431,1,0,benign,benign
3,9,2,641,1,0,benign,benign
3,9,2,128,0.00122,0.99878,malignant,malignant
3,9,2,616,1,0,benign,benign
3,9,2,8,0.8,0.2,benign,benign
3,9,2,323,0.317308,0.682692,malignant,malignant
3,9,2,114,1,0,benign,benign
3,9,2,495,1,0,benign,benign
3,9,2,348,0.7,0.3,benign,malignant
3,9,2,551,1,0,benign,benign
3,9,2,345,1,0,benign,benign
3,9,2,282,0.6,0.4,benign,malignant
3,9,2,385,0.8,0.2,benign,benign
3,9,2,104,0,1,malignant,malignant
3,9,2,244,1,0,benign,benign
3,9,2,525,1,0,benign,benign
3,9,2,84,0,1,malignant,malignant
3,9,2,256,1,0,benign,benign
3,9,2,441,0.8,0.2,benign,benign
3,9,2,339,0,1,malignant,malignant
3,9,2,81,1,0,benign,benign
3,9,2,593,1,0,benign,benign
3,9,2,58,0.80122,0.19878,benign,malignant
3,9,2,508,1,0,benign,benign
3,9,2,277,1,0,benign,benign
3,9,2,12,0.5,0.5,benign,malignant
3,9,2,144,1,0,benign,benign
3,9,2,271,1,0,benign,benign
3,9,2,261,0,1,malignant,malignant
3,9,2,402,1,0,benign,benign
3,9,2,341,1,0,benign,benign
3,9,2,574,0,1,malignant,malignant
3,9,2,599,0.9,0.1,benign,benign
3,9,2,245,1,0,benign,benign
3,9,2,56,0,1,malignant,malignant
3,9,2,48,1,0,benign,benign
3,9,2,517,1,0,benign,benign
3,9,2,100,0.1,0.9,malignant,malignant
3,9,2,89,1,0,benign,benign
3,9,2,458,1,0,benign,benign
3,9,2,340,0.10122,0.89878,malignant,malignant
3,9,2,232,0.3,0.7,malignant,benign
3,9,3,308,0,1,malignant,malignant
3,9,3,544,1,0,benign,benign
3,9,3,498,1,0,benign,benign
3,9,3,23,0.246217,0.753783,malignant,malignant
3,9,3,309,0.8,0.2,benign,benign
3,9,3,158,1,0,benign,benign
3,9,3,20,0.1,0.9,malignant,malignant
3,9,3,687,1,0,benign,benign
3,9,3,29,1,0,benign,benign
3,9,3,124,0.4,0.6,malignant,malignant
3,9,3,447,1,0,benign,benign
3,9,3,457,0,1,malignant,malignant
3,9,3,193,1,0,benign,benign
3,9,3,432,1,0,benign,benign
3,9,3,32,0,1,malignant,malignant
3,9,3,621,0.5,0.5,benign,benign
3,9,3,472,1,0,benign,benign
3,9,3,603,0.6,0.4,benign,malignant
3,9,3,64,1,0,benign,benign
3,9,3,454,1,0,benign,benign
3,9,3,239,0.2,0.8,malignant,malignant
3,9,3,439,1,0,benign,benign
3,9,3,576,1,0,benign,benign
3,9,3,435,0,1,malignant,malignant
3,9,3,407,1,0,benign,benign
3,9,3,355,1,0,benign,benign
3,9,3,238,0,1,malignant,malignant
3,9,3,431,1,0,benign,benign
3,9,3,641,1,0,benign,benign
3,9,3,128,0.1,0.9,malignant,malignant
3,9,3,616,1,0,benign,benign
3,9,3,8,0.9,0.1,benign,benign
3,9,3,323,0.3,0.7,malignant,malignant
3,9,3,114,0.9,0.1,benign,benign
3,9,3,495,1,0,benign,benign
3,9,3,348,0.8,0.2,benign,malignant
3,9,3,551,1,0,benign,benign
3,9,3,345,1,0,benign,benign
3,9,3,282,0.3,0.7,malignant,malignant
3,9,3,385,0.9,0.1,benign,benign
3,9,3,104,0.1,0.9,malignant,malignant
3,9,3,244,1,0,benign,benign
3,9,3,525,1,0,benign,benign
3,9,3,84,0,1,malignant,malignant
3,9,3,256,1,0,benign,benign
3,9,3,441,1,0,benign,benign
3,9,3,339,0,1,malignant,malignant
3,9,3,81,1,0,benign,benign
3,9,3,593,1,0,benign,benign
3,9,3,58,0.8,0.2,benign,malignant
3,9,3,508,1,0,benign,benign
3,9,3,277,1,0,benign,benign
3,9,3,12,0.4,0.6,malignant,malignant
3,9,3,144,1,0,benign,benign
3,9,3,271,1,0,benign,benign
3,9,3,261,0,1,malignant,malignant
3,9,3,402,0.8,0.2,benign,benign
3,9,3,341,1,0,benign,benign
3,9,3,574,0.3,0.7,malignant,malignant
3,9,3,599,1,0,benign,benign
3,9,3,245,1,0,benign,benign
3,9,3,56,0,1,malignant,malignant
3,9,3,48,1,0,benign,benign
3,9,3,517,1,0,benign,benign
3,9,3,100,0,1,malignant,malignant
3,9,3,89,1,0,benign,benign
3,9,3,458,1,0,benign,benign
3,9,3,340,0.1,0.9,malignant,malignant
3,9,3,232,0.4,0.6,malignant,benign
3,9,4,308,0,1,malignant,malignant
3,9,4,544,1,0,benign,benign
3,9,4,498,1,0,benign,benign
3,9,4,23,0.163306,0.836694,malignant,malignant
3,9,4,309,1,0,benign,benign
3,9,4,158,1,0,benign,benign
3,9,4,20,0.7,0.3,benign,malignant
3,9,4,687,1,0,benign,benign
3,9,4,29,1,0,benign,benign
3,9,4,124,0.3,0.7,malignant,malignant
3,9,4,447,1,0,benign,benign
3,9,4,457,0,1,malignant,malignant
3,9,4,193,1,0,benign,benign
3,9,4,432,1,0,benign,benign
3,9,4,32,0,1,malignant,malignant
3,9,4,621,0.9,0.1,benign,benign
3,9,4,472,1,0,benign,benign
3,9,4,603,0.3,0.7,malignant,malignant
3,9,4,64,1,0,benign,benign
3,9,4,454,1,0,benign,benign
3,9,4,239,0,1,malignant,malignant
3,9,4,439,1,0,benign,benign
3,9,4,576,1,0,benign,benign
3,9,4,435,0.1,0.9,malignant,malignant
3,9,4,407,1,0,benign,benign
3,9,4,355,1,0,benign,benign
3,9,4,238,0,1,malignant,malignant
3,9,4,431,1,0,benign,benign
3,9,4,641,1,0,benign,benign
3,9,4,128,0.3,0.7,malignant,malignant
3,9,4,616,1,0,benign,benign
3,9,4,8,0.9,0.1,benign,benign
3,9,4,323,0.1,0.9,malignant,malignant
3,9,4,114,0.9,0.1,benign,benign
3,9,4,495,1,0,benign,benign
3,9,4,348,0.7,0.3,benign,malignant
3,9,4,551,1,0,benign,benign
3,9,4,345,1,0,benign,benign
3,9,4,282,0,1,malignant,malignant
3,9,4,385,0.9,0.1,benign,benign
3,9,4,104,0.2,0.8,malignant,malignant
3,9,4,244,1,0,benign,benign
3,9,4,525,1,0,benign,benign
3,9,4,84,0.1,0.9,malignant,malignant
3,9,4,256,1,0,benign,benign
3,9,4,441,0.8,0.2,benign,benign
3,9,4,339,0.1,0.9,malignant,malignant
3,9,4,81,1,0,benign,benign
3,9,4,593,1,0,benign,benign
3,9,4,58,0.6,0.4,benign,malignant
3,9,4,508,1,0,benign,benign
3,9,4,277,1,0,benign,benign
3,9,4,12,0.1,0.9,malignant,malignant
3,9,4,144,1,0,benign,benign
3,9,4,271,1,0,benign,benign
3,9,4,261,0,1,malignant,malignant
3,9,4,402,1,0,benign,benign
3,9,4,341,1,0,benign,benign
3,9,4,574,0.1,0.9,malignant,malignant
3,9,4,599,1,0,benign,benign
3,9,4,245,0.9,0.1,benign,benign
3,9,4,56,0,1,malignant,malignant
3,9,4,48,1,0,benign,benign
3,9,4,517,1,0,benign,benign
3,9,4,100,0,1,malignant,malignant
3,9,4,89,1,0,benign,benign
3,9,4,458,1,0,benign,benign
3,9,4,340,0.3,0.7,malignant,malignant
3,9,4,232,0.1,0.9,malignant,benign
3,9,5,308,0,1,malignant,malignant
3,9,5,544,1,0,benign,benign
3,9,5,498,1,0,benign,benign
3,9,5,23,0.1,0.9,malignant,malignant
3,9,5,309,0.9,0.1,benign,benign
3,9,5,158,1,0,benign,benign
3,9,5,20,0.8,0.2,benign,malignant
3,9,5,687,1,0,benign,benign
3,9,5,29,1,0,benign,benign
3,9,5,124,0.44,0.56,malignant,malignant
3,9,5,447,1,0,benign,benign
3,9,5,457,0,1,malignant,malignant
3,9,5,193,1,0,benign,benign
3,9,5,432,1,0,benign,benign
3,9,5,32,0,1,malignant,malignant
3,9,5,621,0.4,0.6,malignant,benign
3,9,5,472,1,0,benign,benign
3,9,5,603,0.2,0.8,malignant,malignant
3,9,5,64,1,0,benign,benign
3,9,5,454,1,0,benign,benign
3,9,5,239,0.1,0.9,malignant,malignant
3,9,5,439,1,0,benign,benign
3,9,5,576,1,0,benign,benign
3,9,5,435,0.5,0.5,benign,malignant
3,9,5,407,1,0,benign,benign
3,9,5,355,1,0,benign,benign
3,9,5,238,0,1,malignant,malignant
3,9,5,431,1,0,benign,benign
3,9,5,641,1,0,benign,benign
3,9,5,128,0.2,0.8,malignant,malignant
3,9,5,616,1,0,benign,benign
3,9,5,8,1,0,benign,benign
3,9,5,323,0.1,0.9,malignant,malignant
3,9,5,114,1,0,benign,benign
3,9,5,495,1,0,benign,benign
3,9,5,348,0.7,0.3,benign,malignant
3,9,5,551,1,0,benign,benign
3,9,5,345,1,0,benign,benign
3,9,5,282,0.3,0.7,malignant,malignant
3,9,5,385,1,0,benign,benign
3,9,5,104,0,1,malignant,malignant
3,9,5,244,1,0,benign,benign
3,9,5,525,1,0,benign,benign
3,9,5,84,0.1,0.9,malignant,malignant
3,9,5,256,1,0,benign,benign
3,9,5,441,0.712185,0.287815,benign,benign
3,9,5,339,0,1,malignant,malignant
3,9,5,81,1,0,benign,benign
3,9,5,593,1,0,benign,benign
3,9,5,58,0.412185,0.587815,malignant,malignant
3,9,5,508,1,0,benign,benign
3,9,5,277,1,0,benign,benign
3,9,5,12,0.4,0.6,malignant,malignant
3,9,5,144,1,0,benign,benign
3,9,5,271,1,0,benign,benign
3,9,5,261,0,1,malignant,malignant
3,9,5,402,0.8,0.2,benign,benign
3,9,5,341,1,0,benign,benign
3,9,5,574,0,1,malignant,malignant
3,9,5,599,1,0,benign,benign
3,9,5,245,1,0,benign,benign
3,9,5,56,0.1,0.9,malignant,malignant
3,9,5,48,1,0,benign,benign
3,9,5,517,1,0,benign,benign
3,9,5,100,0.2,0.8,malignant,malignant
3,9,5,89,1,0,benign,benign
3,9,5,458,1,0,benign,benign
3,9,5,340,0.6,0.4,benign,malignant
3,9,5,232,0,1,malignant,benign
3,9,6,308,0,1,malignant,malignant
3,9,6,544,1,0,benign,benign
3,9,6,498,1,0,benign,benign
3,9,6,23,0,1,malignant,malignant
3,9,6,309,1,0,benign,benign
3,9,6,158,1,0,benign,benign
3,9,6,20,0.3,0.7,malignant,malignant
3,9,6,687,1,0,benign,benign
3,9,6,29,1,0,benign,benign
3,9,6,124,0.2,0.8,malignant,malignant
3,9,6,447,1,0,benign,benign
3,9,6,457,0,1,malignant,malignant
3,9,6,193,1,0,benign,benign
3,9,6,432,1,0,benign,benign
3,9,6,32,0,1,malignant,malignant
3,9,6,621,0.8,0.2,benign,benign
3,9,6,472,1,0,benign,benign
3,9,6,603,0.1,0.9,malignant,malignant
3,9,6,64,1,0,benign,benign
3,9,6,454,1,0,benign,benign
3,9,6,239,0.1,0.9,malignant,malignant
3,9,6,439,1,0,benign,benign
3,9,6,576,1,0,benign,benign
3,9,6,435,0,1,malignant,malignant
3,9,6,407,1,0,benign,benign
3,9,6,355,1,0,benign,benign
3,9,6,238,0,1,malignant,malignant
3,9,6,431,1,0,benign,benign
3,9,6,641,1,0,benign,benign
3,9,6,128,0,1,malignant,malignant
3,9,6,616,1,0,benign,benign
3,9,6,8,1,0,benign,benign
3,9,6,323,0.1,0.9,malignant,malignant
3,9,6,114,0.9,0.1,benign,benign
3,9,6,495,1,0,benign,benign
3,9,6,348,0.3,0.7,malignant,malignant
3,9,6,551,1,0,benign,benign
3,9,6,345,1,0,benign,benign
3,9,6,282,0.1,0.9,malignant,malignant
3,9,6,385,1,0,benign,benign
3,9,6,104,0,1,malignant,malignant
3,9,6,244,1,0,benign,benign
3,9,6,525,1,0,benign,benign
3,9,6,84,0.2,0.8,malignant,malignant
3,9,6,256,1,0,benign,benign
3,9,6,441,0.7,0.3,benign,benign
3,9,6,339,0,1,malignant,malignant
3,9,6,81,1,0,benign,benign
3,9,6,593,1,0,benign,benign
3,9,6,58,0.5,0.5,benign,malignant
3,9,6,508,1,0,benign,benign
3,9,6,277,1,0,benign,benign
3,9,6,12,0.5,0.5,benign,malignant
3,9,6,144,1,0,benign,benign
3,9,6,271,1,0,benign,benign
3,9,6,261,0,1,malignant,malignant
3,9,6,402,1,0,benign,benign
3,9,6,341,1,0,benign,benign
3,9,6,574,0,1,malignant,malignant
3,9,6,599,1,0,benign,benign
3,9,6,245,1,0,benign,benign
3,9,6,56,0,1,malignant,malignant
3,9,6,48,1,0,benign,benign
3,9,6,517,1,0,benign,benign
3,9,6,100,0,1,malignant,malignant
3,9,6,89,1,0,benign,benign
3,9,6,458,1,0,benign,benign
3,9,6,340,0.1,0.9,malignant,malignant
3,9,6,232,0,1,malignant,benign
3,9,7,308,0,1,malignant,malignant
3,9,7,544,1,0,benign,benign
3,9,7,498,1,0,benign,benign
3,9,7,23,0.272172,0.727828,malignant,malignant
3,9,7,309,0.8,0.2,benign,benign
3,9,7,158,0.97207,0.02793,benign,benign
3,9,7,20,0.1,0.9,malignant,malignant
3,9,7,687,1,0,benign,benign
3,9,7,29,1,0,benign,benign
3,9,7,124,0,1,malignant,malignant
3,9,7,447,1,0,benign,benign
3,9,7,457,0,1,malignant,malignant
3,9,7,193,1,0,benign,benign
3,9,7,432,1,0,benign,benign
3,9,7,32,0,1,malignant,malignant
3,9,7,621,0.3,0.7,malignant,benign
3,9,7,472,1,0,benign,benign
3,9,7,603,0.2,0.8,malignant,malignant
3,9,7,64,1,0,benign,benign
3,9,7,454,1,0,benign,benign
3,9,7,239,0.1,0.9,malignant,malignant
3,9,7,439,1,0,benign,benign
3,9,7,576,1,0,benign,benign
3,9,7,435,0,1,malignant,malignant
3,9,7,407,1,0,benign,benign
3,9,7,355,0.9,0.1,benign,benign
3,9,7,238,0,1,malignant,malignant
3,9,7,431,0.9,0.1,benign,benign
3,9,7,641,1,0,benign,benign
3,9,7,128,0.1,0.9,malignant,malignant
3,9,7,616,1,0,benign,benign
3,9,7,8,1,0,benign,benign
3,9,7,323,0,1,malignant,malignant
3,9,7,114,0.9,0.1,benign,benign
3,9,7,495,1,0,benign,benign
3,9,7,348,0.6,0.4,benign,malignant
3,9,7,551,1,0,benign,benign
3,9,7,345,1,0,benign,benign
3,9,7,282,0,1,malignant,malignant
3,9,7,385,1,0,benign,benign
3,9,7,104,0.1,0.9,malignant,malignant
3,9,7,244,1,0,benign,benign
3,9,7,525,1,0,benign,benign
3,9,7,84,0.1,0.9,malignant,malignant
3,9,7,256,1,0,benign,benign
3,9,7,441,0.5,0.5,malignant,benign
3,9,7,339,0,1,malignant,malignant
3,9,7,81,1,0,benign,benign
3,9,7,593,1,0,benign,benign
3,9,7,58,0.2,0.8,malignant,malignant
3,9,7,508,1,0,benign,benign
3,9,7,277,1,0,benign,benign
3,9,7,12,0.8,0.2,benign,malignant
3,9,7,144,1,0,benign,benign
3,9,7,271,1,0,benign,benign
3,9,7,261,0,1,malignant,malignant
3,9,7,402,1,0,benign,benign
3,9,7,341,1,0,benign,benign
3,9,7,574,0,1,malignant,malignant
3,9,7,599,1,0,benign,benign
3,9,7,245,1,0,benign,benign
3,9,7,56,0,1,malignant,malignant
3,9,7,48,1,0,benign,benign
3,9,7,517,1,0,benign,benign
3,9,7,100,0,1,malignant,malignant
3,9,7,89,1,0,benign,benign
3,9,7,458,1,0,benign,benign
3,9,7,340,0.1,0.9,malignant,malignant
3,9,7,232,0.3,0.7,malignant,benign
4,0,0,133,1,0,benign,benign
4,0,0,323,0.6,0.4,benign,malignant
4,0,0,683,1,0,benign,benign
4,0,0,308,0,1,malignant,malignant
4,0,0,197,1,0,benign,benign
4,0,0,550,1,0,benign,benign
4,0,0,44,0,1,malignant,malignant
4,0,0,368,1,0,benign,benign
4,0,0,544,1,0,benign,benign
4,0,0,285,0,1,malignant,malignant
4,0,0,411,0.969664,0.030336,benign,benign
4,0,0,665,1,0,benign,benign
4,0,0,167,0.3,0.7,malignant,malignant
4,0,0,417,1,0,benign,benign
4,0,0,649,1,0,benign,benign
4,0,0,237,0,1,malignant,malignant
4,0,0,244,1,0,benign,benign
4,0,0,94,1,0,benign,benign
4,0,0,416,0,1,malignant,malignant
4,0,0,378,1,0,benign,benign
4,0,0,171,1,0,benign,benign
4,0,0,99,0,1,malignant,malignant
4,0,0,572,1,0,benign,benign
4,0,0,385,0.9,0.1,benign,benign
4,0,0,333,0.5,0.5,benign,malignant
4,0,0,364,1,0,benign,benign
4,0,0,432,1,0,benign,benign
4,0,0,52,0,1,malignant,malignant
4,0,0,492,1,0,benign,benign
4,0,0,563,1,0,benign,benign
4,0,0,123,0.7,0.3,benign,malignant
4,0,0,217,1,0,benign,benign
4,0,0,457,0,1,malignant,malignant
4,0,0,498,1,0,benign,benign
4,0,0,645,1,0,benign,benign
4,0,0,588,0.1,0.9,malignant,malignant
4,0,0,189,1,0,benign,benign
4,0,0,643,1,0,benign,benign
4,0,0,107,0.2,0.8,malignant,malignant
4,0,0,337,1,0,benign,benign
4,0,0,537,1,0,benign,benign
4,0,0,268,0,1,malignant,malignant
4,0,0,198,1,0,benign,benign
4,0,0,620,1,0,benign,benign
4,0,0,330,0,1,malignant,malignant
4,0,0,373,1,0,benign,benign
4,0,0,637,1,0,benign,benign
4,0,0,449,0.1,0.9,malignant,malignant
4,0,0,597,1,0,benign,benign
4,0,0,176,1,0,benign,benign
4,0,0,293,0.1,0.9,malignant,malignant
4,0,0,93,1,0,benign,benign
4,0,0,7,1,0,benign,benign
4,0,0,282,0.6,0.4,benign,malignant
4,0,0,135,0.9,0.1,benign,benign
4,0,0,382,1,0,benign,benign
4,0,0,427,0.1,0.9,malignant,malignant
4,0,0,472,0.5,0.5,benign,benign
4,0,0,116,0.5,0.5,benign,benign
4,0,0,226,0,1,malignant,malignant
4,0,0,208,1,0,benign,benign
4,0,0,270,0,1,malignant,malignant
4,0,0,419,0.9,0.1,benign,benign
4,0,0,627,0.7,0.3,benign,benign
4,0,0,41,0,1,malignant,malignant
4,0,0,534,1,0,benign,benign
4,0,0,580,1,0,benign,benign
4,0,0,65,0.1,0.9,malignant,malignant
4,0,0,265,1,0,benign,benign
4,0,0,556,1,0,benign,benign
4,0,1,133,1,0,benign,benign
4,0,1,323,0.5,0.5,benign,malignant
4,0,1,683,1,0,benign,benign
4,0,1,308,0,1,malignant,malignant
4,0,1,197,1,0,benign,benign
4,0,1,550,1,0,benign,benign
4,0,1,44,0.2,0.8,malignant,malignant
4,0,1,368,0.9,0.1,benign,benign
4,0,1,544,0.9,0.1,benign,benign
4,0,1,285,0,1,malignant,malignant
4,0,1,411,1,0,benign,benign
4,0,1,665,1,0,benign,benign
4,0,1,167,0.4,0.6,malignant,malignant
4,0,1,417,1,0,benign,benign
4,0,1,649,1,0,benign,benign
4,0,1,237,0.1,0.9,malignant,malignant
4,0,1,244,1,0,benign,benign
4,0,1,94,1,0,benign,benign
4,0,1,416,0,1,malignant,malignant
4,0,1,378,1,0,benign,benign
4,0,1,171,1,0,benign,benign
4,0,1,99,0,1,malignant,malignant
4,0,1,572,1,0,benign,benign
4,0,1,385,0.8,0.2,benign,benign
4,0,1,333,0.4,0.6,malignant,malignant
4,0,1,364,1,0,benign,benign
4,0,1,432,1,0,benign,benign
4,0,1,52,0.1,0.9,malignant,malignant
4,0,1,492,1,0,benign,benign
4,0,1,563,1,0,benign,benign
4,0,1,123,0.7,0.3,benign,malignant
4,0,1,217,1,0,benign,benign
4,0,1,457,0,1,malignant,malignant
4,0,1,498,1,0,benign,benign
4,0,1,645,1,0,benign,benign
4,0,1,588,0.1,0.9,malignant,malignant
4,0,1,189,0.9,0.1,benign,benign
4,0,1,643,1,0,benign,benign
4,0,1,107,0.4,0.6,malignant,malignant
4,0,1,337,1,0,benign,benign
4,0,1,537,1,0,benign,benign
4,0,1,268,0,1,malignant,malignant
4,0,1,198,1,0,benign,benign
4,0,1,620,1,0,benign,benign
4,0,1,330,0.1,0.9,malignant,malignant
4,0,1,373,1,0,benign,benign
4,0,1,637,1,0,benign,benign
4,0,1,449,0.2,0.8,malignant,malignant
4,0,1,597,1,0,benign,benign
4,0,1,176,1,0,benign,benign
4,0,1,293,0.1,0.9,malignant,malignant
4,0,1,93,1,0,benign,benign
4,0,1,7,1,0,benign,benign
4,0,1,282,0.5,0.5,benign,malignant
4,0,1,135,0.9,0.1,benign,benign
4,0,1,382,0.9,0.1,benign,benign
4,0,1,427,0,1,malignant,malignant
4,0,1,472,1,0,benign,benign
4,0,1,116,0.3,0.7,malignant,benign
4,0,1,226,0,1,malignant,malignant
4,0,1,208,1,0,benign,benign
4,0,1,270,0,1,malignant,malignant
4,0,1,419,1,0,benign,benign
4,0,1,627,1,0,benign,benign
4,0,1,41,0,1,malignant,malignant
4,0,1,534,1,0,benign,benign
4,0,1,580,1,0,benign,benign
4,0,1,65,0.1,0.9,malignant,malignant
4,0,1,265,0.9,0.1,benign,benign
4,0,1,556,1,0,benign,benign
4,0,2,133,1,0,benign,benign
4,0,2,323,0.5,0.5,benign,malignant
4,0,2,683,1,0,benign,benign
4,0,2,308,0,1,malignant,malignant
4,0,2,197,1,0,benign,benign
4,0,2,550,1,0,benign,benign
4,0,2,44,0.1,0.9,malignant,malignant
4,0,2,368,0.9,0.1,benign,benign
4,0,2,544,1,0,benign,benign
4,0,2,285,0,1,malignant,malignant
4,0,2,411,0.937215,0.062785,benign,benign
4,0,2,665,1,0,benign,benign
4,0,2,167,0.3,0.7,malignant,malignant
4,0,2,417,1,0,benign,benign
4,0,2,649,1,0,benign,benign
4,0,2,237,0,1,malignant,malignant
4,0,2,244,1,0,benign,benign
4,0,2,94,1,0,benign,benign
4,0,2,416,0,1,malignant,malignant
4,0,2,378,1,0,benign,benign
4,0,2,171,1,0,benign,benign
4,0,2,99,0.1,0.9,malignant,malignant
4,0,2,572,1,0,benign,benign
4,0,2,385,0.9,0.1,benign,benign
4,0,2,333,0.3,0.7,malignant,malignant
4,0,2,364,1,0,benign,benign
4,0,2,432,1,0,benign,benign
4,0,2,52,0,1,malignant,malignant
4,0,2,492,0.9,0.1,benign,benign
4,0,2,563,1,0,benign,benign
4,0,2,123,0.2,0.8,malignant,malignant
4,0,2,217,1,0,benign,benign
4,0,2,457,0,1,malignant,malignant
4,0,2,498,1,0,benign,benign
4,0,2,645,1,0,benign,benign
4,0,2,588,0,1,malignant,malignant
4,0,2,189,0.9,0.1,benign,benign
4,0,2,643,1,0,benign,benign
4,0,2,107,0.3,0.7,malignant,malignant
4,0,2,337,1,0,benign,benign
4,0,2,537,1,0,benign,benign
4,0,2,268,0,1,malignant,malignant
4,0,2,198,1,0,benign,benign
4,0,2,620,1,0,benign,benign
4,0,2,330,0.1,0.9,malignant,malignant
4,0,2,373,1,0,benign,benign
4,0,2,637,1,0,benign,benign
4,0,2,449,0,1,malignant,malignant
4,0,2,597,0.9,0.1,benign,benign
4,0,2,176,1,0,benign,benign
4,0,2,293,0,1,malignant,malignant
4,0,2,93,1,0,benign,benign
4,0,2,7,1,0,benign,benign
4,0,2,282,0.3,0.7,malignant,malignant
4,0,2,135,0.9,0.1,benign,benign
4,0,2,382,1,0,benign,benign
4,0,2,427,0,1,malignant,malignant
4,0,2,472,0.9,0.1,benign,benign
4,0,2,116,0.1,0.9,malignant,benign
4,0,2,226,0,1,malignant,malignant
4,0,2,208,1,0,benign,benign
4,0,2,270,0,1,malignant,malignant
4,0,2,419,0.9,0.1,benign,benign
4,0,2,627,0.802381,0.197619,benign,benign
4,0,2,41,0,1,malignant,malignant
4,0,2,534,1,0,benign,benign
4,0,2,580,1,0,benign,benign
4,0,2,65,0.2,0.8,malignant,malignant
4,0,2,265,0.8,0.2,benign,benign
4,0,2,556,1,0,benign,benign
4,0,3,133,1,0,benign,benign
4,0,3,323,0,1,malignant,malignant
4,0,3,683,1,0,benign,benign
4,0,3,308,0,1,malignant,malignant
4,0,3,197,0.9,0.1,benign,benign
4,0,3,550,1,0,benign,benign
4,0,3,44,0,1,malignant,malignant
4,0,3,368,1,0,benign,benign
4,0,3,544,1,0,benign,benign
4,0,3,285,0,1,malignant,malignant
4,0,3,411,0.921748,0.078252,benign,benign
4,0,3,665,1,0,benign,benign
4,0,3,167,0,1,malignant,malignant
4,0,3,417,1,0,benign,benign
4,0,3,649,1,0,benign,benign
4,0,3,237,0,1,malignant,malignant
4,0,3,244,1,0,benign,benign
4,0,3,94,1,0,benign,benign
4,0,3,416,0,1,malignant,malignant
4,0,3,378,0.9,0.1,benign,benign
4,0,3,171,1,0,benign,benign
4,0,3,99,0,1,malignant,malignant
4,0,3,572,1,0,benign,benign
4,0,3,385,0.8,0.2,benign,benign
4,0,3,333,0,1,malignant,malignant
4,0,3,364,1,0,benign,benign
4,0,3,432,1,0,benign,benign
4,0,3,52,0,1,malignant,malignant
4,0,3,492,1,0,benign,benign
4,0,3,563,1,0,benign,benign
4,0,3,123,0.4,0.6,malignant,malignant
4,0,3,217,1,0,benign,benign
4,0,3,457,0,1,malignant,malignant
4,0,3,498,1,0,benign,benign
4,0,3,645,1,0,benign,benign
4,0,3,588,0,1,malignant,malignant
4,0,3,189,0.9,0.1,benign,benign
4,0,3,643,1,0,benign,benign
4,0,3,107,0.4,0.6,malignant,malignant
4,0,3,337,1,0,benign,benign
4,0,3,537,1,0,benign,benign
4,0,3,268,0,1,malignant,malignant
4,0,3,198,1,0,benign,benign
4,0,3,620,1,0,benign,benign
4,0,3,330,0.1,0.9,malignant,malignant
4,0,3,373,1,0,benign,benign
4,0,3,637,0.8,0.2,benign,benign
4,0,3,449,0,1,malignant,malignant
4,0,3,597,0.9,0.1,benign,benign
4,0,3,176,1,0,benign,benign
4,0,3,293,0,1,malignant,malignant
4,0,3,93,1,0,benign,benign
4,0,3,7,1,0,benign,benign
4,0,3,282,0.4,0.6,malignant,malignant
4,0,3,135,1,0,benign,benign
4,0,3,382,1,0,benign,benign
4,0,3,427,0.037544,0.962456,malignant,malignant
4,0,3,472,0.9,0.1,benign,benign
4,0,3,116,0.3,0.7,malignant,benign
4,0,3,226,0,1,malignant,malignant
4,0,3,208,1,0,benign,benign
4,0,3,270,0,1,malignant,malignant
4,0,3,419,0.9,0.1,benign,benign
4,0,3,627,1,0,benign,benign
4,0,3,41,0.1,0.9,malignant,malignant
4,0,3,534,1,0,benign,benign
4,0,3,580,1,0,benign,benign
4,0,3,65,0.337544,0.662456,malignant,malignant
4,0,3,265,0.9,0.1,benign,benign
4,0,3,556,1,0,benign,benign
4,0,4,133,1,0,benign,benign
4,0,4,323,0.1,0.9,malignant,malignant
4,0,4,683,1,0,benign,benign
4,0,4,308,0,1,malignant,malignant
4,0,4,197,0.8,0.2,benign,benign
4,0,4,550,1,0,benign,benign
4,0,4,44,0,1,malignant,malignant
4,0,4,368,1,0,benign,benign
4,0,4,544,1,0,benign,benign
4,0,4,285,0,1,malignant,malignant
4,0,4,411,0.954755,0.045245,benign,benign
4,0,4,665,1,0,benign,benign
4,0,4,167,0.036802,0.963198,malignant,malignant
4,0,4,417,1,0,benign,benign
4,0,4,649,1,0,benign,benign
4,0,4,237,0,1,malignant,malignant
4,0,4,244,1,0,benign,benign
4,0,4,94,1,0,benign,benign
4,0,4,416,0,1,malignant,malignant
4,0,4,378,1,0,benign,benign
4,0,4,171,1,0,benign,benign
4,0,4,99,0,1,malignant,malignant
4,0,4,572,1,0,benign,benign
4,0,4,385,1,0,benign,benign
4,0,4,333,0.1,0.9,malignant,malignant
4,0,4,364,1,0,benign,benign
4,0,4,432,1,0,benign,benign
4,0,4,52,0,1,malignant,malignant
4,0,4,492,1,0,benign,benign
4,0,4,563,1,0,benign,benign
4,0,4,123,0.1,0.9,malignant,malignant
4,0,4,217,1,0,benign,benign
4,0,4,457,0,1,malignant,malignant
4,0,4,498,1,0,benign,benign
4,0,4,645,1,0,benign,benign
4,0,4,588,0,1,malignant,malignant
4,0,4,189,1,0,benign,benign
4,0,4,643,1,0,benign,benign
4,0,4,107,0.4,0.6,malignant,malignant
4,0,4,337,1,0,benign,benign
4,0,4,537,1,0,benign,benign
4,0,4,268,0,1,malignant,malignant
4,0,4,198,1,0,benign,benign
4,0,4,620,1,0,benign,benign
4,0,4,330,0,1,malignant,malignant
4,0,4,373,1,0,benign,benign
4,0,4,637,0.7,0.3,benign,benign
4,0,4,449,0,1,malignant,malignant
4,0,4,597,1,0,benign,benign
4,0,4,176,1,0,benign,benign
4,0,4,293,0.2,0.8,malignant,malignant
4,0,4,93,1,0,benign,benign
4,0,4,7,1,0,benign,benign
4,0,4,282,0.5,0.5,benign,malignant
4,0,4,135,0.9,0.1,benign,benign
4,0,4,382,1,0,benign,benign
4,0,4,427,0,1,malignant,malignant
4,0,4,472,1,0,benign,benign
4,0,4,116,0.3,0.7,malignant,benign
4,0,4,226,0,1,malignant,malignant
4,0,4,208,1,0,benign,benign
4,0,4,270,0,1,malignant,malignant
4,0,4,419,0.8,0.2,benign,benign
4,0,4,627,1,0,benign,benign
4,0,4,41,0,1,malignant,malignant
4,0,4,534,1,0,benign,benign
4,0,4,580,1,0,benign,benign
4,0,4,65,0.1,0.9,malignant,malignant
4,0,4,265,0.9,0.1,benign,benign
4,0,4,556,1,0,benign,benign
4,0,5,133,1,0,benign,benign
4,0,5,323,0,1,malignant,malignant
4,0,5,683,1,0,benign,benign
4,0,5,308,0,1,malignant,malignant
4,0,5,197,1,0,benign,benign
4,0,5,550,1,0,benign,benign
4,0,5,44,0,1,malignant,malignant
4,0,5,368,1,0,benign,benign
4,0,5,544,1,0,benign,benign
4,0,5,285,0,1,malignant,malignant
4,0,5,411,0.990163,0.009837,benign,benign
4,0,5,665,1,0,benign,benign
4,0,5,167,0.1,0.9,malignant,malignant
4,0,5,417,1,0,benign,benign
4,0,5,649,1,0,benign,benign
4,0,5,237,0,1,malignant,malignant
4,0,5,244,1,0,benign,benign
4,0,5,94,1,0,benign,benign
4,0,5,416,0,1,malignant,malignant
4,0,5,378,1,0,benign,benign
4,0,5,171,1,0,benign,benign
4,0,5,99,0,1,malignant,malignant
4,0,5,572,1,0,benign,benign
4,0,5,385,0.9,0.1,benign,benign
4,0,5,333,0.1,0.9,malignant,malignant
4,0,5,364,1,0,benign,benign
4,0,5,432,1,0,benign,benign
4,0,5,52,0.1,0.9,malignant,malignant
4,0,5,492,1,0,benign,benign
4,0,5,563,1,0,benign,benign
4,0,5,123,0.2,0.8,malignant,malignant
4,0,5,217,1,0,benign,benign
4,0,5,457,0,1,malignant,malignant
4,0,5,498,1,0,benign,benign
4,0,5,645,1,0,benign,benign
4,0,5,588,0.1,0.9,malignant,malignant
4,0,5,189,1,0,benign,benign
4,0,5,643,1,0,benign,benign
4,0,5,107,0.248246,0.751754,malignant,malignant
4,0,5,337,1,0,benign,benign
4,0,5,537,1,0,benign,benign
4,0,5,268,0,1,malignant,malignant
4,0,5,198,1,0,benign,benign
4,0,5,620,1,0,benign,benign
4,0,5,330,0,1,malignant,malignant
4,0,5,373,1,0,benign,benign
4,0,5,637,0.8,0.2,benign,benign
4,0,5,449,0,1,malignant,malignant
4,0,5,597,1,0,benign,benign
4,0,5,176,1,0,benign,benign
4,0,5,293,0.1,0.9,malignant,malignant
4,0,5,93,1,0,benign,benign
4,0,5,7,1,0,benign,benign
4,0,5,282,0.1,0.9,malignant,malignant
4,0,5,135,0.9,0.1,benign,benign
4,0,5,382,1,0,benign,benign
4,0,5,427,0,1,malignant,malignant
4,0,5,472,1,0,benign,benign
4,0,5,116,0.4,0.6,malignant,benign
4,0,5,226,0,1,malignant,malignant
4,0,5,208,1,0,benign,benign
4,0,5,270,0,1,malignant,malignant
4,0,5,419,0.8,0.2,benign,benign
4,0,5,627,1,0,benign,benign
4,0,5,41,0.26185,0.73815,malignant,malignant
4,0,5,534,1,0,benign,benign
4,0,5,580,1,0,benign,benign
4,0,5,65,0.46185,0.53815,malignant,malignant
4,0,5,265,0.9,0.1,benign,benign
4,0,5,556,1,0,benign,benign
4,0,6,133,1,0,benign,benign
4,0,6,323,0.4,0.6,malignant,malignant
4,0,6,683,1,0,benign,benign
4,0,6,308,0,1,malignant,malignant
4,0,6,197,1,0,benign,benign
4,0,6,550,1,0,benign,benign
4,0,6,44,0,1,malignant,malignant
4,0,6,368,1,0,benign,benign
4,0,6,544,1,0,benign,benign
4,0,6,285,0,1,malignant,malignant
4,0,6,411,0.997297,0.002703,benign,benign
4,0,6,665,1,0,benign,benign
4,0,6,167,0.1,0.9,malignant,malignant
4,0,6,417,1,0,benign,benign
4,0,6,649,1,0,benign,benign
4,0,6,237,0.1,0.9,malignant,malignant
4,0,6,244,1,0,benign,benign
4,0,6,94,1,0,benign,benign
4,0,6,416,0,1,malignant,malignant
4,0,6,378,1,0,benign,benign
4,0,6,171,1,0,benign,benign
4,0,6,99,0,1,malignant,malignant
4,0,6,572,1,0,benign,benign
4,0,6,385,1,0,benign,benign
4,0,6,333,0.3,0.7,malignant,malignant
4,0,6,364,1,0,benign,benign
4,0,6,432,1,0,benign,benign
4,0,6,52,0,1,malignant,malignant
4,0,6,492,1,0,benign,benign
4,0,6,563,1,0,benign,benign
4,0,6,123,0.1,0.9,malignant,malignant
4,0,6,217,1,0,benign,benign
4,0,6,457,0,1,malignant,malignant
4,0,6,498,1,0,benign,benign
4,0,6,645,1,0,benign,benign
4,0,6,588,0.1,0.9,malignant,malignant
4,0,6,189,0.9,0.1,benign,benign
4,0,6,643,1,0,benign,benign
4,0,6,107,0.133043,0.866957,malignant,malignant
4,0,6,337,1,0,benign,benign
4,0,6,537,1,0,benign,benign
4,0,6,268,0,1,malignant,malignant
4,0,6,198,1,0,benign,benign
4,0,6,620,1,0,benign,benign
4,0,6,330,0,1,malignant,malignant
4,0,6,373,1,0,benign,benign
4,0,6,637,1,0,benign,benign
4,0,6,449,0,1,malignant,malignant
4,0,6,597,0.9,0.1,benign,benign
4,0,6,176,1,0,benign,benign
4,0,6,293,0.3,0.7,malignant,malignant
4,0,6,93,1,0,benign,benign
4,0,6,7,1,0,benign,benign
4,0,6,282,0.3,0.7,malignant,malignant
4,0,6,135,1,0,benign,benign
4,0,6,382,1,0,benign,benign
4,0,6,427,0,1,malignant,malignant
4,0,6,472,1,0,benign,benign
4,0,6,116,0.5,0.5,benign,benign
4,0,6,226,0,1,malignant,malignant
4,0,6,208,1,0,benign,benign
4,0,6,270,0,1,malignant,malignant
4,0,6,419,0.8,0.2,benign,benign
4,0,6,627,1,0,benign,benign
4,0,6,41,0,1,malignant,malignant
4,0,6,534,1,0,benign,benign
4,0,6,580,1,0,benign,benign
4,0,6,65,0.2,0.8,malignant,malignant
4,0,6,265,0.8,0.2,benign,benign
4,0,6,556,1,0,benign,benign
4,0,7,133,1,0,benign,benign
4,0,7,323,0.1,0.9,malignant,malignant
4,0,7,683,1,0,benign,benign
4,0,7,308,0,1,malignant,malignant
4,0,7,197,1,0,benign,benign
4,0,7,550,1,0,benign,benign
4,0,7,44,0,1,malignant,malignant
4,0,7,368,1,0,benign,benign
4,0,7,544,1,0,benign,benign
4,0,7,285,0,1,malignant,malignant
4,0,7,411,0.996314,0.003686,benign,benign
4,0,7,665,1,0,benign,benign
4,0,7,167,0,1,malignant,malignant
4,0,7,417,1,0,benign,benign
4,0,7,649,1,0,benign,benign
4,0,7,237,0,1,malignant,malignant
4,0,7,244,1,0,benign,benign
4,0,7,94,1,0,benign,benign
4,0,7,416,0,1,malignant,malignant
4,0,7,378,1,0,benign,benign
4,0,7,171,1,0,benign,benign
4,0,7,99,0.1,0.9,malignant,malignant
4,0,7,572,1,0,benign,benign
4,0,7,385,0.8,0.2,benign,benign
4,0,7,333,0.3,0.7,malignant,malignant
4,0,7,364,1,0,benign,benign
4,0,7,432,1,0,benign,benign
4,0,7,52,0.1,0.9,malignant,malignant
4,0,7,492,1,0,benign,benign
4,0,7,563,1,0,benign,benign
4,0,7,123,0.2,0.8,malignant,malignant
4,0,7,217,1,0,benign,benign
4,0,7,457,0,1,malignant,malignant
4,0,7,498,1,0,benign,benign
4,0,7,645,1,0,benign,benign
4,0,7,588,0,1,malignant,malignant
4,0,7,189,0.9,0.1,benign,benign
4,0,7,643,1,0,benign,benign
4,0,7,107,0.1,0.9,malignant,malignant
4,0,7,337,1,0,benign,benign
4,0,7,537,1,0,benign,benign
4,0,7,268,0,1,malignant,malignant
4,0,7,198,1,0,benign,benign
4,0,7,620,1,0,benign,benign
4,0,7,330,0,1,malignant,malignant
4,0,7,373,1,0,benign,benign
4,0,7,637,0.9,0.1,benign,benign
4,0,7,449,0.2,0.8,malignant,malignant
4,0,7,597,1,0,benign,benign
4,0,7,176,1,0,benign,benign
4,0,7,293,0.134545,0.865455,malignant,malignant
4,0,7,93,1,0,benign,benign
4,0,7,7,1,0,benign,benign
4,0,7,282,0,1,malignant,malignant
4,0,7,135,1,0,benign,benign
4,0,7,382,1,0,benign,benign
4,0,7,427,0.1,0.9,malignant,malignant
4,0,7,472,1,0,benign,benign
4,0,7,116,0.6,0.4,benign,benign
4,0,7,226,0,1,malignant,malignant
4,0,7,208,1,0,benign,benign
4,0,7,270,0.2,0.8,malignant,malignant
4,0,7,419,0.8,0.2,benign,benign
4,0,7,627,1,0,benign,benign
4,0,7,41,0.4,0.6,malignant,malignant
4,0,7,534,1,0,benign,benign
4,0,7,580,1,0,benign,benign
4,0,7,65,0.5,0.5,benign,malignant
4,0,7,265,1,0,benign,benign
4,0,7,556,1,0,benign,benign
4,1,0,400,0,1,malignant,malignant
4,1,0,120,1,0,benign,benign
4,1,0,347,1,0,benign,benign
4,1,0,266,0,1,malignant,malignant
4,1,0,137,1,0,benign,benign
4,1,0,17,1,0,benign,benign
4,1,0,328,0.2,0.8,malignant,malignant
4,1,0,315,0,1,malignant,benign
4,1,0,180,1,0,benign,benign
4,1,0,581,0,1,malignant,malignant
4,1,0,579,1,0,benign,benign
4,1,0,653,1,0,benign,benign
4,1,0,200,0,1,malignant,malignant
4,1,0,91,1,0,benign,benign
4,1,0,22,1,0,benign,benign
4,1,0,530,0.1,0.9,malignant,malignant
4,1,0,387,0.8,0.2,benign,benign
4,1,0,463,1,0,benign,benign
4,1,0,414,0,1,malignant,malignant
4,1,0,609,1,0,benign,benign
4,1,0,340,0.6,0.4,benign,malignant
4,1,0,96,1,0,benign,benign
4,1,0,438,1,0,benign,benign
4,1,0,68,0.1,0.9,malignant,malignant
4,1,0,688,1,0,benign,benign
4,1,0,30,1,0,benign,benign
4,1,0,668,0.1,0.9,malignant,malignant
4,1,0,641,1,0,benign,benign
4,1,0,545,1,0,benign,benign
4,1,0,605,0,1,malignant,malignant
4,1,0,583,1,0,benign,benign
4,1,0,319,0.1,0.9,malignant,benign
4,1,0,574,0,1,malignant,malignant
4,1,0,470,1,0,benign,benign
4,1,0,647,1,0,benign,benign
4,1,0,264,0.1,0.9,malignant,malignant
4,1,0,599,1,0,benign,benign
4,1,0,420,1,0,benign,benign
4,1,0,101,0.5,0.5,benign,malignant
4,1,0,600,1,0,benign,benign
4,1,0,518,1,0,benign,benign
4,1,0,412,0,1,malignant,malignant
4,1,0,154,1,0,benign,benign
4,1,0,441,1,0,benign,benign
4,1,0,455,1,0,benign,malignant
4,1,0,66,1,0,benign,benign
4,1,0,433,1,0,benign,benign
4,1,0,231,0,1,malignant,malignant
4,1,0,671,1,0,benign,benign
4,1,0,103,0.6,0.4,benign,malignant
4,1,0,277,1,0,benign,benign
4,1,0,345,1,0,benign,benign
4,1,0,23,0,1,malignant,malignant
4,1,0,212,1,0,benign,benign
4,1,0,228,1,0,benign,benign
4,1,0,300,0,1,malignant,malignant
4,1,0,343,1,0,benign,benign
4,1,0,531,1,0,benign,benign
4,1,0,320,0.2,0.8,malignant,malignant
4,1,0,140,1,0,benign,benign
4,1,0,413,1,0,benign,benign
4,1,0,46,0,1,malignant,malignant
4,1,0,646,1,0,benign,benign
4,1,0,325,1,0,benign,benign
4,1,0,312,0.1,0.9,malignant,malignant
4,1,0,242,1,0,benign,benign
4,1,0,585,1,0,benign,benign
4,1,0,273,0.9,0.1,benign,malignant
4,1,0,494,0.8,0.2,benign,benign
4,1,0,473,1,0,benign,benign
4,1,1,400,0.1,0.9,malignant,malignant
4,1,1,120,1,0,benign,benign
4,1,1,347,0.9,0.1,benign,benign
4,1,1,266,0,1,malignant,malignant
4,1,1,137,1,0,benign,benign
4,1,1,17,1,0,benign,benign
4,1,1,328,0.2,0.8,malignant,malignant
4,1,1,315,0,1,malignant,benign
4,1,1,180,1,0,benign,benign
4,1,1,581,0,1,malignant,malignant
4,1,1,579,1,0,benign,benign
4,1,1,653,1,0,benign,benign
4,1,1,200,0,1,malignant,malignant
4,1,1,91,1,0,benign,benign
4,1,1,22,1,0,benign,benign
4,1,1,530,0.1,0.9,malignant,malignant
4,1,1,387,0.8,0.2,benign,benign
4,1,1,463,1,0,benign,benign
4,1,1,414,0.1,0.9,malignant,malignant
4,1,1,609,1,0,benign,benign
4,1,1,340,0.4,0.6,malignant,malignant
4,1,1,96,1,0,benign,benign
4,1,1,438,1,0,benign,benign
4,1,1,68,0,1,malignant,malignant
4,1,1,688,1,0,benign,benign
4,1,1,30,1,0,benign,benign
4,1,1,668,0.1,0.9,malignant,malignant
4,1,1,641,1,0,benign,benign
4,1,1,545,1,0,benign,benign
4,1,1,605,0,1,malignant,malignant
4,1,1,583,1,0,benign,benign
4,1,1,319,0.1,0.9,malignant,benign
4,1,1,574,0,1,malignant,malignant
4,1,1,470,1,0,benign,benign
4,1,1,647,1,0,benign,benign
4,1,1,264,0,1,malignant,malignant
4,1,1,599,0.9,0.1,benign,benign
4,1,1,420,1,0,benign,benign
4,1,1,101,0.6,0.4,benign,malignant
4,1,1,600,1,0,benign,benign
4,1,1,518,1,0,benign,benign
4,1,1,412,0,1,malignant,malignant
4,1,1,154,1,0,benign,benign
4,1,1,441,1,0,benign,benign
4,1,1,455,0.9,0.1,benign,malignant
4,1,1,66,1,0,benign,benign
4,1,1,433,1,0,benign,benign
4,1,1,231,0,1,malignant,malignant
4,1,1,671,1,0,benign,benign
4,1,1,103,0.9,0.1,benign,malignant
4,1,1,277,1,0,benign,benign
4,1,1,345,1,0,benign,benign
4,1,1,23,0.1,0.9,malignant,malignant
4,1,1,212,1,0,benign,benign
4,1,1,228,1,0,benign,benign
4,1,1,300,0,1,malignant,malignant
4,1,1,343,1,0,benign,benign
4,1,1,531,1,0,benign,benign
4,1,1,320,0.1,0.9,malignant,malignant
4,1,1,140,1,0,benign,benign
4,1,1,413,1,0,benign,benign
4,1,1,46,0.1,0.9,malignant,malignant
4,1,1,646,1,0,benign,benign
4,1,1,325,0.8,0.2,benign,benign
4,1,1,312,0.1,0.9,malignant,malignant
4,1,1,242,1,0,benign,benign
4,1,1,585,1,0,benign,benign
4,1,1,273,0.6,0.4,benign,malignant
4,1,1,494,0.8,0.2,benign,benign
4,1,1,473,1,0,benign,benign
4,1,2,400,0.2,0.8,malignant,malignant
4,1,2,120,1,0,benign,benign
4,1,2,347,1,0,benign,benign
4,1,2,266,0,1,malignant,malignant
4,1,2,137,1,0,benign,benign
4,1,2,17,1,0,benign,benign
4,1,2,328,0.1,0.9,malignant,malignant
4,1,2,315,0.155645,0.844355,malignant,benign
4,1,2,180,1,0,benign,benign
4,1,2,581,0,1,malignant,malignant
4,1,2,579,1,0,benign,benign
4,1,2,653,1,0,benign,benign
4,1,2,200,0,1,malignant,malignant
4,1,2,91,1,0,benign,benign
4,1,2,22,1,0,benign,benign
4,1,2,530,0,1,malignant,malignant
4,1,2,387,0.9,0.1,benign,benign
4,1,2,463,1,0,benign,benign
4,1,2,414,0,1,malignant,malignant
4,1,2,609,1,0,benign,benign
4,1,2,340,0,1,malignant,malignant
4,1,2,96,1,0,benign,benign
4,1,2,438,0.9,0.1,benign,benign
4,1,2,68,0.1,0.9,malignant,malignant
4,1,2,688,1,0,benign,benign
4,1,2,30,1,0,benign,benign
4,1,2,668,0.3,0.7,malignant,malignant
4,1,2,641,1,0,benign,benign
4,1,2,545,1,0,benign,benign
4,1,2,605,0,1,malignant,malignant
4,1,2,583,1,0,benign,benign
4,1,2,319,0.2,0.8,malignant,benign
4,1,2,574,0,1,malignant,malignant
4,1,2,470,1,0,benign,benign
4,1,2,647,0.9,0.1,benign,benign
4,1,2,264,0,1,malignant,malignant
4,1,2,599,1,0,benign,benign
4,1,2,420,1,0,benign,benign
4,1,2,101,0.7,0.3,benign,malignant
4,1,2,600,1,0,benign,benign
4,1,2,518,1,0,benign,benign
4,1,2,412,0,1,malignant,malignant
4,1,2,154,1,0,benign,benign
4,1,2,441,0.8,0.2,benign,benign
4,1,2,455,0.7,0.3,benign,malignant
4,1,2,66,1,0,benign,benign
4,1,2,433,1,0,benign,benign
4,1,2,231,0,1,malignant,malignant
4,1,2,671,1,0,benign,benign
4,1,2,103,0.2,0.8,malignant,malignant
4,1,2,277,1,0,benign,benign
4,1,2,345,1,0,benign,benign
4,1,2,23,0.166301,0.833699,malignant,malignant
4,1,2,212,1,0,benign,benign
4,1,2,228,1,0,benign,benign
4,1,2,300,0,1,malignant,malignant
4,1,2,343,1,0,benign,benign
4,1,2,531,1,0,benign,benign
4,1,2,320,0,1,malignant,malignant
4,1,2,140,1,0,benign,benign
4,1,2,413,1,0,benign,benign
4,1,2,46,0.2,0.8,malignant,malignant
4,1,2,646,1,0,benign,benign
4,1,2,325,1,0,benign,benign
4,1,2,312,0.3,0.7,malignant,malignant
4,1,2,242,1,0,benign,benign
4,1,2,585,1,0,benign,benign
4,1,2,273,0.5,0.5,benign,malignant
4,1,2,494,0.7,0.3,benign,benign
4,1,2,473,1,0,benign,benign
4,1,3,400,0,1,malignant,malignant
4,1,3,120,1,0,benign,benign
4,1,3,347,1,0,benign,benign
4,1,3,266,0,1,malignant,malignant
4,1,3,137,1,0,benign,benign
4,1,3,17,1,0,benign,benign
4,1,3,328,0.2,0.8,malignant,malignant
4,1,3,315,0.161111,0.838889,malignant,benign
4,1,3,180,1,0,benign,benign
4,1,3,581,0,1,malignant,malignant
4,1,3,579,1,0,benign,benign
4,1,3,653,1,0,benign,benign
4,1,3,200,0,1,malignant,malignant
4,1,3,91,1,0,benign,benign
4,1,3,22,1,0,benign,benign
4,1,3,530,0.1,0.9,malignant,malignant
4,1,3,387,0.8,0.2,benign,benign
4,1,3,463,1,0,benign,benign
4,1,3,414,0,1,malignant,malignant
4,1,3,609,1,0,benign,benign
4,1,3,340,0.1,0.9,malignant,malignant
4,1,3,96,1,0,benign,benign
4,1,3,438,0.9,0.1,benign,benign
4,1,3,68,0,1,malignant,malignant
4,1,3,688,1,0,benign,benign
4,1,3,30,1,0,benign,benign
4,1,3,668,0.2,0.8,malignant,malignant
4,1,3,641,1,0,benign,benign
4,1,3,545,1,0,benign,benign
4,1,3,605,0,1,malignant,malignant
4,1,3,583,1,0,benign,benign
4,1,3,319,0.3,0.7,malignant,benign
4,1,3,574,0,1,malignant,malignant
4,1,3,470,1,0,benign,benign
4,1,3,647,0.8,0.2,benign,benign
4,1,3,264,0,1,malignant,malignant
4,1,3,599,1,0,benign,benign
4,1,3,420,0.7,0.3,benign,benign
4,1,3,101,0.2,0.8,malignant,malignant
4,1,3,600,1,0,benign,benign
4,1,3,518,1,0,benign,benign
4,1,3,412,0,1,malignant,malignant
4,1,3,154,1,0,benign,benign
4,1,3,441,0.7,0.3,benign,benign
4,1,3,455,0.8,0.2,benign,malignant
4,1,3,66,1,0,benign,benign
4,1,3,433,0.8,0.2,benign,benign
4,1,3,231,0,1,malignant,malignant
4,1,3,671,1,0,benign,benign
4,1,3,103,0.4,0.6,malignant,malignant
4,1,3,277,1,0,benign,benign
4,1,3,345,1,0,benign,benign
4,1,3,23,0.212386,0.787614,malignant,malignant
4,1,3,212,1,0,benign,benign
4,1,3,228,1,0,benign,benign
4,1,3,300,0,1,malignant,malignant
4,1,3,343,1,0,benign,benign
4,1,3,531,1,0,benign,benign
4,1,3,320,0.1,0.9,malignant,malignant
4,1,3,140,1,0,benign,benign
4,1,3,413,1,0,benign,benign
4,1,3,46,0,1,malignant,malignant
4,1,3,646,1,0,benign,benign
4,1,3,325,1,0,benign,benign
4,1,3,312,0.2,0.8,malignant,malignant
4,1,3,242,1,0,benign,benign
4,1,3,585,1,0,benign,benign
4,1,3,273,0.5,0.5,malignant,malignant
4,1,3,494,0.3,0.7,malignant,benign
4,1,3,473,1,0,benign,benign
4,1,4,400,0,1,malignant,malignant
4,1,4,120,1,0,benign,benign
4,1,4,347,1,0,benign,benign
4,1,4,266,0,1,malignant,malignant
4,1,4,137,1,0,benign,benign
4,1,4,17,1,0,benign,benign
4,1,4,328,0.1,0.9,malignant,malignant
4,1,4,315,0.103636,0.896364,malignant,benign
4,1,4,180,1,0,benign,benign
4,1,4,581,0,1,malignant,malignant
4,1,4,579,1,0,benign,benign
4,1,4,653,1,0,benign,benign
4,1,4,200,0,1,malignant,malignant
4,1,4,91,1,0,benign,benign
4,1,4,22,1,0,benign,benign
4,1,4,530,0,1,malignant,malignant
4,1,4,387,1,0,benign,benign
4,1,4,463,1,0,benign,benign
4,1,4,414,0,1,malignant,malignant
4,1,4,609,1,0,benign,benign
4,1,4,340,0.3,0.7,malignant,malignant
4,1,4,96,1,0,benign,benign
4,1,4,438,1,0,benign,benign
4,1,4,68,0,1,malignant,malignant
4,1,4,688,1,0,benign,benign
4,1,4,30,0.9,0.1,benign,benign
4,1,4,668,0,1,malignant,malignant
4,1,4,641,1,0,benign,benign
4,1,4,545,1,0,benign,benign
4,1,4,605,0,1,malignant,malignant
4,1,4,583,1,0,benign,benign
4,1,4,319,0.3,0.7,malignant,benign
4,1,4,574,0,1,malignant,malignant
4,1,4,470,0.9,0.1,benign,benign
4,1,4,647,1,0,benign,benign
4,1,4,264,0,1,malignant,malignant
4,1,4,599,0.9,0.1,benign,benign
4,1,4,420,0.701227,0.298773,benign,benign
4,1,4,101,0.201227,0.798773,malignant,malignant
4,1,4,600,1,0,benign,benign
4,1,4,518,1,0,benign,benign
4,1,4,412,0,1,malignant,malignant
4,1,4,154,1,0,benign,benign
4,1,4,441,0.601227,0.398773,benign,benign
4,1,4,455,0.401227,0.598773,malignant,malignant
4,1,4,66,1,0,benign,benign
4,1,4,433,1,0,benign,benign
4,1,4,231,0,1,malignant,malignant
4,1,4,671,1,0,benign,benign
4,1,4,103,0.201227,0.798773,malignant,malignant
4,1,4,277,1,0,benign,benign
4,1,4,345,1,0,benign,benign
4,1,4,23,0.116667,0.883333,malignant,malignant
4,1,4,212,1,0,benign,benign
4,1,4,228,1,0,benign,benign
4,1,4,300,0,1,malignant,malignant
4,1,4,343,1,0,benign,benign
4,1,4,531,1,0,benign,benign
4,1,4,320,0.2,0.8,malignant,malignant
4,1,4,140,1,0,benign,benign
4,1,4,413,1,0,benign,benign
4,1,4,46,0,1,malignant,malignant
4,1,4,646,1,0,benign,benign
4,1,4,325,1,0,benign,benign
4,1,4,312,0,1,malignant,malignant
4,1,4,242,1,0,benign,benign
4,1,4,585,1,0,benign,benign
4,1,4,273,0.301227,0.698773,malignant,malignant
4,1,4,494,0.501227,0.498773,benign,benign
4,1,4,473,1,0,benign,benign
4,1,5,400,0,1,malignant,malignant
4,1,5,120,1,0,benign,benign
4,1,5,347,1,0,benign,benign
4,1,5,266,0,1,malignant,malignant
4,1,5,137,1,0,benign,benign
4,1,5,17,1,0,benign,benign
4,1,5,328,0.2,0.8,malignant,malignant
4,1,5,315,0.030631,0.969369,malignant,benign
4,1,5,180,1,0,benign,benign
4,1,5,581,0,1,malignant,malignant
4,1,5,579,1,0,benign,benign
4,1,5,653,1,0,benign,benign
4,1,5,200,0,1,malignant,malignant
4,1,5,91,1,0,benign,benign
4,1,5,22,1,0,benign,benign
4,1,5,530,0.3,0.7,malignant,malignant
4,1,5,387,0.8,0.2,benign,benign
4,1,5,463,1,0,benign,benign
4,1,5,414,0,1,malignant,malignant
4,1,5,609,1,0,benign,benign
4,1,5,340,0.1,0.9,malignant,malignant
4,1,5,96,1,0,benign,benign
4,1,5,438,1,0,benign,benign
4,1,5,68,0.3,0.7,malignant,malignant
4,1,5,688,1,0,benign,benign
4,1,5,30,1,0,benign,benign
4,1,5,668,0.1,0.9,malignant,malignant
4,1,5,641,1,0,benign,benign
4,1,5,545,1,0,benign,benign
4,1,5,605,0,1,malignant,malignant
4,1,5,583,1,0,benign,benign
4,1,5,319,0.7,0.3,benign,benign
4,1,5,574,0,1,malignant,malignant
4,1,5,470,1,0,benign,benign
4,1,5,647,1,0,benign,benign
4,1,5,264,0,1,malignant,malignant
4,1,5,599,1,0,benign,benign
4,1,5,420,0.9,0.1,benign,benign
4,1,5,101,0.7,0.3,benign,malignant
4,1,5,600,1,0,benign,benign
4,1,5,518,1,0,benign,benign
4,1,5,412,0,1,malignant,malignant
4,1,5,154,1,0,benign,benign
4,1,5,441,0.5,0.5,benign,benign
4,1,5,455,0.3,0.7,malignant,malignant
4,1,5,66,1,0,benign,benign
4,1,5,433,1,0,benign,benign
4,1,5,231,0,1,malignant,malignant
4,1,5,671,1,0,benign,benign
4,1,5,103,0.4,0.6,malignant,malignant
4,1,5,277,1,0,benign,benign
4,1,5,345,1,0,benign,benign
4,1,5,23,0.083802,0.916198,malignant,malignant
4,1,5,212,1,0,benign,benign
4,1,5,228,1,0,benign,benign
4,1,5,300,0.2,0.8,malignant,malignant
4,1,5,343,1,0,benign,benign
4,1,5,531,1,0,benign,benign
4,1,5,320,0,1,malignant,malignant
4,1,5,140,1,0,benign,benign
4,1,5,413,1,0,benign,benign
4,1,5,46,0,1,malignant,malignant
4,1,5,646,1,0,benign,benign
4,1,5,325,1,0,benign,benign
4,1,5,312,0,1,malignant,malignant
4,1,5,242,1,0,benign,benign
4,1,5,585,1,0,benign,benign
4,1,5,273,0.211765,0.788235,malignant,malignant
4,1,5,494,0.5,0.5,benign,benign
4,1,5,473,1,0,benign,benign
4,1,6,400,0,1,malignant,malignant
4,1,6,120,1,0,benign,benign
4,1,6,347,1,0,benign,benign
4,1,6,266,0,1,malignant,malignant
4,1,6,137,1,0,benign,benign
4,1,6,17,1,0,benign,benign
4,1,6,328,0,1,malignant,malignant
4,1,6,315,0,1,malignant,benign
4,1,6,180,1,0,benign,benign
4,1,6,581,0,1,malignant,malignant
4,1,6,579,1,0,benign,benign
4,1,6,653,1,0,benign,benign
4,1,6,200,0,1,malignant,malignant
4,1,6,91,1,0,benign,benign
4,1,6,22,1,0,benign,benign
4,1,6,530,0.1,0.9,malignant,malignant
4,1,6,387,0.9,0.1,benign,benign
4,1,6,463,1,0,benign,benign
4,1,6,414,0,1,malignant,malignant
4,1,6,609,1,0,benign,benign
4,1,6,340,0,1,malignant,malignant
4,1,6,96,1,0,benign,benign
4,1,6,438,1,0,benign,benign
4,1,6,68,0.1,0.9,malignant,malignant
4,1,6,688,1,0,benign,benign
4,1,6,30,1,0,benign,benign
4,1,6,668,0.2,0.8,malignant,malignant
4,1,6,641,1,0,benign,benign
4,1,6,545,1,0,benign,benign
4,1,6,605,0,1,malignant,malignant
4,1,6,583,1,0,benign,benign
4,1,6,319,0.1,0.9,malignant,benign
4,1,6,574,0.1,0.9,malignant,malignant
4,1,6,470,1,0,benign,benign
4,1,6,647,1,0,benign,benign
4,1,6,264,0,1,malignant,malignant
4,1,6,599,0.9,0.1,benign,benign
4,1,6,420,1,0,benign,benign
4,1,6,101,0.6,0.4,benign,malignant
4,1,6,600,1,0,benign,benign
4,1,6,518,1,0,benign,benign
4,1,6,412,0,1,malignant,malignant
4,1,6,154,1,0,benign,benign
4,1,6,441,0.512418,0.487582,benign,benign
4,1,6,455,0.5,0.5,benign,malignant
4,1,6,66,1,0,benign,benign
4,1,6,433,1,0,benign,benign
4,1,6,231,0,1,malignant,malignant
4,1,6,671,1,0,benign,benign
4,1,6,103,0.3,0.7,malignant,malignant
4,1,6,277,1,0,benign,benign
4,1,6,345,1,0,benign,benign
4,1,6,23,0.132985,0.867015,malignant,malignant
4,1,6,212,1,0,benign,benign
4,1,6,228,1,0,benign,benign
4,1,6,300,0.2,0.8,malignant,malignant
4,1,6,343,1,0,benign,benign
4,1,6,531,1,0,benign,benign
4,1,6,320,0,1,malignant,malignant
4,1,6,140,1,0,benign,benign
4,1,6,413,1,0,benign,benign
4,1,6,46,0,1,malignant,malignant
4,1,6,646,1,0,benign,benign
4,1,6,325,1,0,benign,benign
4,1,6,312,0,1,malignant,malignant
4,1,6,242,1,0,benign,benign
4,1,6,585,1,0,benign,benign
4,1,6,273,0.4,0.6,malignant,malignant
4,1,6,494,0.409365,0.590635,malignant,benign
4,1,6,473,1,0,benign,benign
4,1,7,400,0,1,malignant,malignant
4,1,7,120,1,0,benign,benign
4,1,7,347,1,0,benign,benign
4,1,7,266,0,1,malignant,malignant
4,1,7,137,1,0,benign,benign
4,1,7,17,1,0,benign,benign
4,1,7,328,0.1,0.9,malignant,malignant
4,1,7,315,0,1,malignant,benign
4,1,7,180,1,0,benign,benign
4,1,7,581,0,1,malignant,malignant
4,1,7,579,1,0,benign,benign
4,1,7,653,1,0,benign,benign
4,1,7,200,0,1,malignant,malignant
4,1,7,91,1,0,benign,benign
4,1,7,22,1,0,benign,benign
4,1,7,530,0.1,0.9,malignant,malignant
4,1,7,387,0.9,0.1,benign,benign
4,1,7,463,1,0,benign,benign
4,1,7,414,0,1,malignant,malignant
4,1,7,609,1,0,benign,benign
4,1,7,340,0.05,0.95,malignant,malignant
4,1,7,96,1,0,benign,benign
4,1,7,438,1,0,benign,benign
4,1,7,68,0.1,0.9,malignant,malignant
4,1,7,688,1,0,benign,benign
4,1,7,30,1,0,benign,benign
4,1,7,668,0.4,0.6,malignant,malignant
4,1,7,641,1,0,benign,benign
4,1,7,545,1,0,benign,benign
4,1,7,605,0,1,malignant,malignant
4,1,7,583,1,0,benign,benign
4,1,7,319,0.3,0.7,malignant,benign
4,1,7,574,0.1,0.9,malignant,malignant
4,1,7,470,1,0,benign,benign
4,1,7,647,1,0,benign,benign
4,1,7,264,0.027174,0.972826,malignant,malignant
4,1,7,599,1,0,benign,benign
4,1,7,420,1,0,benign,benign
4,1,7,101,0.5,0.5,benign,malignant
4,1,7,600,1,0,benign,benign
4,1,7,518,1,0,benign,benign
4,1,7,412,0,1,malignant,malignant
4,1,7,154,1,0,benign,benign
4,1,7,441,1,0,benign,benign
4,1,7,455,0.8,0.2,benign,malignant
4,1,7,66,1,0,benign,benign
4,1,7,433,1,0,benign,benign
4,1,7,231,0,1,malignant,malignant
4,1,7,671,1,0,benign,benign
4,1,7,103,0.5,0.5,benign,malignant
4,1,7,277,1,0,benign,benign
4,1,7,345,1,0,benign,benign
4,1,7,23,0.274781,0.725219,malignant,malignant
4,1,7,212,1,0,benign,benign
4,1,7,228,1,0,benign,benign
4,1,7,300,0.1,0.9,malignant,malignant
4,1,7,343,1,0,benign,benign
4,1,7,531,1,0,benign,benign
4,1,7,320,0,1,malignant,malignant
4,1,7,140,1,0,benign,benign
4,1,7,413,1,0,benign,benign
4,1,7,46,0.2,0.8,malignant,malignant
4,1,7,646,1,0,benign,benign
4,1,7,325,1,0,benign,benign
4,1,7,312,0.2,0.8,malignant,malignant
4,1,7,242,1,0,benign,benign
4,1,7,585,1,0,benign,benign
4,1,7,273,0.7,0.3,benign,malignant
4,1,7,494,0.8,0.2,benign,benign
4,1,7,473,1,0,benign,benign
4,2,0,261,0,1,malignant,malignant
4,2,0,89,0.9,0.1,benign,benign
4,2,0,245,1,0,benign,benign
4,2,0,85,0,1,malignant,malignant
4,2,0,661,1,0,benign,benign
4,2,0,37,0.8,0.2,benign,benign
4,2,0,18,0,1,malignant,malignant
4,2,0,553,0.2,0.8,malignant,benign
4,2,0,611,0,1,malignant,malignant
4,2,0,602,1,0,benign,benign
4,2,0,309,0.8,0.2,benign,benign
4,2,0,358,0,1,malignant,malignant
4,2,0,294,1,0,benign,benign
4,2,0,687,1,0,benign,benign
4,2,0,230,0,1,malignant,malignant
4,2,0,90,1,0,benign,benign
4,2,0,539,1,0,benign,benign
4,2,0,71,0.2,0.8,malignant,malignant
4,2,0,256,1,0,benign,benign
4,2,0,624,1,0,benign,benign
4,2,0,254,0,1,malignant,malignant
4,2,0,501,1,0,benign,benign
4,2,0,95,1,0,benign,benign
4,2,0,425,0,1,malignant,malignant
4,2,0,313,1,0,benign,benign
4,2,0,587,1,0,benign,benign
4,2,0,612,0,1,malignant,malignant
4,2,0,560,1,0,benign,benign
4,2,0,363,0.1,0.9,malignant,benign
4,2,0,467,0,1,malignant,malignant
4,2,0,129,0.8,0.2,benign,benign
4,2,0,471,1,0,benign,benign
4,2,0,523,0,1,malignant,malignant
4,2,0,303,1,0,benign,benign
4,2,0,185,1,0,benign,benign
4,2,0,466,0,1,malignant,malignant
4,2,0,164,1,0,benign,benign
4,2,0,62,0,1,malignant,malignant
4,2,0,675,1,0,benign,benign
4,2,0,631,1,0,benign,benign
4,2,0,221,0.1,0.9,malignant,malignant
4,2,0,165,1,0,benign,benign
4,2,0,526,1,0,benign,benign
4,2,0,58,0.6,0.4,benign,malignant
4,2,0,468,1,0,benign,benign
4,2,0,346,0.9,0.1,benign,benign
4,2,0,63,0.4,0.6,malignant,malignant
4,2,0,405,1,0,benign,benign
4,2,0,650,0.9,0.1,benign,benign
4,2,0,50,0,1,malignant,malignant
4,2,0,685,1,0,benign,benign
4,2,0,193,1,0,benign,benign
4,2,0,210,0,1,malignant,malignant
4,2,0,150,1,0,benign,benign
4,2,0,595,1,0,benign,benign
4,2,0,222,1,0,benign,malignant
4,2,0,567,1,0,benign,benign
4,2,0,444,0.9,0.1,benign,benign
4,2,0,569,0,1,malignant,malignant
4,2,0,31,1,0,benign,benign
4,2,0,392,1,0,benign,benign
4,2,0,565,0,1,malignant,malignant
4,2,0,216,1,0,benign,benign
4,2,0,33,1,0,benign,benign
4,2,0,224,0,1,malignant,malignant
4,2,0,70,1,0,benign,benign
4,2,0,15,0,1,malignant,malignant
4,2,0,660,1,0,benign,benign
4,2,0,6,1,0,benign,benign
4,2,0,211,0,1,malignant,malignant
4,2,1,261,0,1,malignant,malignant
4,2,1,89,1,0,benign,benign
4,2,1,245,0.9,0.1,benign,benign
4,2,1,85,0,1,malignant,malignant
4,2,1,661,1,0,benign,benign
4,2,1,37,0.8,0.2,benign,benign
4,2,1,18,0,1,malignant,malignant
4,2,1,553,0.6,0.4,benign,benign
4,2,1,611,0,1,malignant,malignant
4,2,1,602,1,0,benign,benign
4,2,1,309,0.8,0.2,benign,benign
4,2,1,358,0.1,0.9,malignant,malignant
4,2,1,294,0.9875,0.0125,benign,benign
4,2,1,687,0.9,0.1,benign,benign
4,2,1,230,0,1,malignant,malignant
4,2,1,90,1,0,benign,benign
4,2,1,539,1,0,benign,benign
4,2,1,71,0.2,0.8,malignant,malignant
4,2,1,256,1,0,benign,benign
4,2,1,624,1,0,benign,benign
4,2,1,254,0,1,malignant,malignant
4,2,1,501,1,0,benign,benign
4,2,1,95,1,0,benign,benign
4,2,1,425,0,1,malignant,malignant
4,2,1,313,1,0,benign,benign
4,2,1,587,1,0,benign,benign
4,2,1,612,0,1,malignant,malignant
4,2,1,560,1,0,benign,benign
4,2,1,363,0.5,0.5,benign,benign
4,2,1,467,0,1,malignant,malignant
4,2,1,129,1,0,benign,benign
4,2,1,471,1,0,benign,benign
4,2,1,523,0,1,malignant,malignant
4,2,1,303,1,0,benign,benign
4,2,1,185,1,0,benign,benign
4,2,1,466,0,1,malignant,malignant
4,2,1,164,0.9875,0.0125,benign,benign
4,2,1,62,0,1,malignant,malignant
4,2,1,675,0.9,0.1,benign,benign
4,2,1,631,1,0,benign,benign
4,2,1,221,0.1,0.9,malignant,malignant
4,2,1,165,1,0,benign,benign
4,2,1,526,1,0,benign,benign
4,2,1,58,0.7,0.3,benign,malignant
4,2,1,468,1,0,benign,benign
4,2,1,346,0.9,0.1,benign,benign
4,2,1,63,0.3,0.7,malignant,malignant
4,2,1,405,1,0,benign,benign
4,2,1,650,0.9,0.1,benign,benign
4,2,1,50,0.2,0.8,malignant,malignant
4,2,1,685,1,0,benign,benign
4,2,1,193,1,0,benign,benign
4,2,1,210,0,1,malignant,malignant
4,2,1,150,1,0,benign,benign
4,2,1,595,1,0,benign,benign
4,2,1,222,1,0,benign,malignant
4,2,1,567,1,0,benign,benign
4,2,1,444,1,0,benign,benign
4,2,1,569,0,1,malignant,malignant
4,2,1,31,1,0,benign,benign
4,2,1,392,1,0,benign,benign
4,2,1,565,0,1,malignant,malignant
4,2,1,216,1,0,benign,benign
4,2,1,33,1,0,benign,benign
4,2,1,224,0.1,0.9,malignant,malignant
4,2,1,70,1,0,benign,benign
4,2,1,15,0.1,0.9,malignant,malignant
4,2,1,660,1,0,benign,benign
4,2,1,6,0.9,0.1,benign,benign
4,2,1,211,0,1,malignant,malignant
4,2,2,261,0,1,malignant,malignant
4,2,2,89,1,0,benign,benign
4,2,2,245,1,0,benign,benign
4,2,2,85,0.1,0.9,malignant,malignant
4,2,2,661,1,0,benign,benign
4,2,2,37,0.6,0.4,benign,benign
4,2,2,18,0,1,malignant,malignant
4,2,2,553,0.7,0.3,benign,benign
4,2,2,611,0,1,malignant,malignant
4,2,2,602,1,0,benign,benign
4,2,2,309,0.5,0.5,benign,benign
4,2,2,358,0,1,malignant,malignant
4,2,2,294,0.998837,0.001163,benign,benign
4,2,2,687,0.9,0.1,benign,benign
4,2,2,230,0,1,malignant,malignant
4,2,2,90,1,0,benign,benign
4,2,2,539,1,0,benign,benign
4,2,2,71,0.1,0.9,malignant,malignant
4,2,2,256,1,0,benign,benign
4,2,2,624,1,0,benign,benign
4,2,2,254,0.2,0.8,malignant,malignant
4,2,2,501,1,0,benign,benign
4,2,2,95,1,0,benign,benign
4,2,2,425,0,1,malignant,malignant
4,2,2,313,1,0,benign,benign
4,2,2,587,1,0,benign,benign
4,2,2,612,0,1,malignant,malignant
4,2,2,560,1,0,benign,benign
4,2,2,363,0.8,0.2,benign,benign
4,2,2,467,0,1,malignant,malignant
4,2,2,129,1,0,benign,benign
4,2,2,471,1,0,benign,benign
4,2,2,523,0,1,malignant,malignant
4,2,2,303,1,0,benign,benign
4,2,2,185,1,0,benign,benign
4,2,2,466,0,1,malignant,malignant
4,2,2,164,0.998837,0.001163,benign,benign
4,2,2,62,0.2,0.8,malignant,malignant
4,2,2,675,1,0,benign,benign
4,2,2,631,1,0,benign,benign
4,2,2,221,0,1,malignant,malignant
4,2,2,165,1,0,benign,benign
4,2,2,526,1,0,benign,benign
4,2,2,58,0.3,0.7,malignant,malignant
4,2,2,468,1,0,benign,benign
4,2,2,346,0.9,0.1,benign,benign
4,2,2,63,0.6,0.4,benign,malignant
4,2,2,405,1,0,benign,benign
4,2,2,650,1,0,benign,benign
4,2,2,50,0.1,0.9,malignant,malignant
4,2,2,685,1,0,benign,benign
4,2,2,193,1,0,benign,benign
4,2,2,210,0,1,malignant,malignant
4,2,2,150,1,0,benign,benign
4,2,2,595,1,0,benign,benign
4,2,2,222,1,0,benign,malignant
4,2,2,567,1,0,benign,benign
4,2,2,444,0.9,0.1,benign,benign
4,2,2,569,0,1,malignant,malignant
4,2,2,31,1,0,benign,benign
4,2,2,392,1,0,benign,benign
4,2,2,565,0,1,malignant,malignant
4,2,2,216,1,0,benign,benign
4,2,2,33,1,0,benign,benign
4,2,2,224,0,1,malignant,malignant
4,2,2,70,1,0,benign,benign
4,2,2,15,0,1,malignant,malignant
4,2,2,660,1,0,benign,benign
4,2,2,6,0.9,0.1,benign,benign
4,2,2,211,0,1,malignant,malignant
4,2,3,261,0.1,0.9,malignant,malignant
4,2,3,89,1,0,benign,benign
4,2,3,245,1,0,benign,benign
4,2,3,85,0.2,0.8,malignant,malignant
4,2,3,661,1,0,benign,benign
4,2,3,37,0.7,0.3,benign,benign
4,2,3,18,0,1,malignant,malignant
4,2,3,553,0.5,0.5,benign,benign
4,2,3,611,0.1,0.9,malignant,malignant
4,2,3,602,1,0,benign,benign
4,2,3,309,0.7,0.3,benign,benign
4,2,3,358,0,1,malignant,malignant
4,2,3,294,1,0,benign,benign
4,2,3,687,1,0,benign,benign
4,2,3,230,0,1,malignant,malignant
4,2,3,90,1,0,benign,benign
4,2,3,539,1,0,benign,benign
4,2,3,71,0.2,0.8,malignant,malignant
4,2,3,256,1,0,benign,benign
4,2,3,624,1,0,benign,benign
4,2,3,254,0,1,malignant,malignant
4,2,3,501,1,0,benign,benign
4,2,3,95,1,0,benign,benign
4,2,3,425,0,1,malignant,malignant
4,2,3,313,1,0,benign,benign
4,2,3,587,1,0,benign,benign
4,2,3,612,0,1,malignant,malignant
4,2,3,560,1,0,benign,benign
4,2,3,363,0.7,0.3,benign,benign
4,2,3,467,0.1,0.9,malignant,malignant
4,2,3,129,1,0,benign,benign
4,2,3,471,1,0,benign,benign
4,2,3,523,0,1,malignant,malignant
4,2,3,303,1,0,benign,benign
4,2,3,185,1,0,benign,benign
4,2,3,466,0,1,malignant,malignant
4,2,3,164,0.981869,0.018131,benign,benign
4,2,3,62,0,1,malignant,malignant
4,2,3,675,1,0,benign,benign
4,2,3,631,1,0,benign,benign
4,2,3,221,0,1,malignant,malignant
4,2,3,165,1,0,benign,benign
4,2,3,526,1,0,benign,benign
4,2,3,58,0.3,0.7,malignant,malignant
4,2,3,468,1,0,benign,benign
4,2,3,346,1,0,benign,benign
4,2,3,63,0.4,0.6,malignant,malignant
4,2,3,405,1,0,benign,benign
4,2,3,650,1,0,benign,benign
4,2,3,50,0.088889,0.911111,malignant,malignant
4,2,3,685,1,0,benign,benign
4,2,3,193,1,0,benign,benign
4,2,3,210,0,1,malignant,malignant
4,2,3,150,1,0,benign,benign
4,2,3,595,1,0,benign,benign
4,2,3,222,0.9,0.1,benign,malignant
4,2,3,567,0.9,0.1,benign,benign
4,2,3,444,1,0,benign,benign
4,2,3,569,0,1,malignant,malignant
4,2,3,31,1,0,benign,benign
4,2,3,392,1,0,benign,benign
4,2,3,565,0,1,malignant,malignant
4,2,3,216,1,0,benign,benign
4,2,3,33,1,0,benign,benign
4,2,3,224,0,1,malignant,malignant
4,2,3,70,1,0,benign,benign
4,2,3,15,0,1,malignant,malignant
4,2,3,660,1,0,benign,benign
4,2,3,6,0.9,0.1,benign,benign
4,2,3,211,0,1,malignant,malignant
4,2,4,261,0.048276,0.951724,malignant,malignant
4,2,4,89,1,0,benign,benign
4,2,4,245,1,0,benign,benign
4,2,4,85,0.1,0.9,malignant,malignant
4,2,4,661,1,0,benign,benign
4,2,4,37,1,0,benign,benign
4,2,4,18,0,1,malignant,malignant
4,2,4,553,0.7,0.3,benign,benign
4,2,4,611,0,1,malignant,malignant
4,2,4,602,1,0,benign,benign
4,2,4,309,0.9,0.1,benign,benign
4,2,4,358,0,1,malignant,malignant
4,2,4,294,1,0,benign,benign
4,2,4,687,1,0,benign,benign
4,2,4,230,0,1,malignant,malignant
4,2,4,90,1,0,benign,benign
4,2,4,539,1,0,benign,benign
4,2,4,71,0.33878,0.66122,malignant,malignant
4,2,4,256,1,0,benign,benign
4,2,4,624,1,0,benign,benign
4,2,4,254,0,1,malignant,malignant
4,2,4,501,1,0,benign,benign
4,2,4,95,1,0,benign,benign
4,2,4,425,0,1,malignant,malignant
4,2,4,313,1,0,benign,benign
4,2,4,587,1,0,benign,benign
4,2,4,612,0,1,malignant,malignant
4,2,4,560,1,0,benign,benign
4,2,4,363,0.8,0.2,benign,benign
4,2,4,467,0,1,malignant,malignant
4,2,4,129,1,0,benign,benign
4,2,4,471,1,0,benign,benign
4,2,4,523,0,1,malignant,malignant
4,2,4,303,1,0,benign,benign
4,2,4,185,1,0,benign,benign
4,2,4,466,0,1,malignant,malignant
4,2,4,164,0.983524,0.016476,benign,benign
4,2,4,62,0,1,malignant,malignant
4,2,4,675,1,0,benign,benign
4,2,4,631,1,0,benign,benign
4,2,4,221,0,1,malignant,malignant
4,2,4,165,1,0,benign,benign
4,2,4,526,1,0,benign,benign
4,2,4,58,0.4,0.6,malignant,malignant
4,2,4,468,1,0,benign,benign
4,2,4,346,1,0,benign,benign
4,2,4,63,0.5,0.5,benign,malignant
4,2,4,405,1,0,benign,benign
4,2,4,650,1,0,benign,benign
4,2,4,50,0,1,malignant,malignant
4,2,4,685,1,0,benign,benign
4,2,4,193,1,0,benign,benign
4,2,4,210,0,1,malignant,malignant
4,2,4,150,1,0,benign,benign
4,2,4,595,1,0,benign,benign
4,2,4,222,1,0,benign,malignant
4,2,4,567,1,0,benign,benign
4,2,4,444,1,0,benign,benign
4,2,4,569,0,1,malignant,malignant
4,2,4,31,1,0,benign,benign
4,2,4,392,1,0,benign,benign
4,2,4,565,0,1,malignant,malignant
4,2,4,216,1,0,benign,benign
4,2,4,33,1,0,benign,benign
4,2,4,224,0.1,0.9,malignant,malignant
4,2,4,70,1,0,benign,benign
4,2,4,15,0.3,0.7,malignant,malignant
4,2,4,660,1,0,benign,benign
4,2,4,6,1,0,benign,benign
4,2,4,211,0,1,malignant,malignant
4,2,5,261,0,1,malignant,malignant
4,2,5,89,1,0,benign,benign
4,2,5,245,1,0,benign,benign
4,2,5,85,0,1,malignant,malignant
4,2,5,661,1,0,benign,benign
4,2,5,37,0.9,0.1,benign,benign
4,2,5,18,0,1,malignant,malignant
4,2,5,553,0.7,0.3,benign,benign
4,2,5,611,0,1,malignant,malignant
4,2,5,602,1,0,benign,benign
4,2,5,309,0.7,0.3,benign,benign
4,2,5,358,0.1,0.9,malignant,malignant
4,2,5,294,1,0,benign,benign
4,2,5,687,1,0,benign,benign
4,2,5,230,0.1,0.9,malignant,malignant
4,2,5,90,1,0,benign,benign
4,2,5,539,1,0,benign,benign
4,2,5,71,0.2,0.8,malignant,malignant
4,2,5,256,1,0,benign,benign
4,2,5,624,1,0,benign,benign
4,2,5,254,0,1,malignant,malignant
4,2,5,501,1,0,benign,benign
4,2,5,95,1,0,benign,benign
4,2,5,425,0,1,malignant,malignant
4,2,5,313,1,0,benign,benign
4,2,5,587,1,0,benign,benign
4,2,5,612,0,1,malignant,malignant
4,2,5,560,1,0,benign,benign
4,2,5,363,0.5,0.5,benign,benign
4,2,5,467,0,1,malignant,malignant
4,2,5,129,1,0,benign,benign
4,2,5,471,1,0,benign,benign
4,2,5,523,0,1,malignant,malignant
4,2,5,303,1,0,benign,benign
4,2,5,185,1,0,benign,benign
4,2,5,466,0,1,malignant,malignant
4,2,5,164,0.948979,0.051021,benign,benign
4,2,5,62,0,1,malignant,malignant
4,2,5,675,1,0,benign,benign
4,2,5,631,1,0,benign,benign
4,2,5,221,0.1,0.9,malignant,malignant
4,2,5,165,1,0,benign,benign
4,2,5,526,1,0,benign,benign
4,2,5,58,0.3,0.7,malignant,malignant
4,2,5,468,1,0,benign,benign
4,2,5,346,1,0,benign,benign
4,2,5,63,0.4,0.6,malignant,malignant
4,2,5,405,1,0,benign,benign
4,2,5,650,1,0,benign,benign
4,2,5,50,0,1,malignant,malignant
4,2,5,685,1,0,benign,benign
4,2,5,193,1,0,benign,benign
4,2,5,210,0,1,malignant,malignant
4,2,5,150,1,0,benign,benign
4,2,5,595,1,0,benign,benign
4,2,5,222,0.9,0.1,benign,malignant
4,2,5,567,0.9,0.1,benign,benign
4,2,5,444,1,0,benign,benign
4,2,5,569,0,1,malignant,malignant
4,2,5,31,1,0,benign,benign
4,2,5,392,1,0,benign,benign
4,2,5,565,0,1,malignant,malignant
4,2,5,216,1,0,benign,benign
4,2,5,33,1,0,benign,benign
4,2,5,224,0,1,malignant,malignant
4,2,5,70,1,0,benign,benign
4,2,5,15,0.177778,0.822222,malignant,malignant
4,2,5,660,1,0,benign,benign
4,2,5,6,0.9,0.1,benign,benign
4,2,5,211,0,1,malignant,malignant
4,2,6,261,0,1,malignant,malignant
4,2,6,89,1,0,benign,benign
4,2,6,245,1,0,benign,benign
4,2,6,85,0.1,0.9,malignant,malignant
4,2,6,661,1,0,benign,benign
4,2,6,37,1,0,benign,benign
4,2,6,18,0,1,malignant,malignant
4,2,6,553,0.6,0.4,benign,benign
4,2,6,611,0,1,malignant,malignant
4,2,6,602,1,0,benign,benign
4,2,6,309,1,0,benign,benign
4,2,6,358,0,1,malignant,malignant
4,2,6,294,1,0,benign,benign
4,2,6,687,1,0,benign,benign
4,2,6,230,0,1,malignant,malignant
4,2,6,90,1,0,benign,benign
4,2,6,539,1,0,benign,benign
4,2,6,71,0.3,0.7,malignant,malignant
4,2,6,256,1,0,benign,benign
4,2,6,624,1,0,benign,benign
4,2,6,254,0.2,0.8,malignant,malignant
4,2,6,501,1,0,benign,benign
4,2,6,95,1,0,benign,benign
4,2,6,425,0,1,malignant,malignant
4,2,6,313,1,0,benign,benign
4,2,6,587,1,0,benign,benign
4,2,6,612,0,1,malignant,malignant
4,2,6,560,1,0,benign,benign
4,2,6,363,0.9,0.1,benign,benign
4,2,6,467,0,1,malignant,malignant
4,2,6,129,0.9,0.1,benign,benign
4,2,6,471,1,0,benign,benign
4,2,6,523,0,1,malignant,malignant
4,2,6,303,1,0,benign,benign
4,2,6,185,1,0,benign,benign
4,2,6,466,0,1,malignant,malignant
4,2,6,164,0.918375,0.081625,benign,benign
4,2,6,62,0.2,0.8,malignant,malignant
4,2,6,675,1,0,benign,benign
4,2,6,631,1,0,benign,benign
4,2,6,221,0.1,0.9,malignant,malignant
4,2,6,165,1,0,benign,benign
4,2,6,526,1,0,benign,benign
4,2,6,58,0.1,0.9,malignant,malignant
4,2,6,468,1,0,benign,benign
4,2,6,346,1,0,benign,benign
4,2,6,63,0.5,0.5,benign,malignant
4,2,6,405,1,0,benign,benign
4,2,6,650,1,0,benign,benign
4,2,6,50,0.1,0.9,malignant,malignant
4,2,6,685,1,0,benign,benign
4,2,6,193,1,0,benign,benign
4,2,6,210,0,1,malignant,malignant
4,2,6,150,1,0,benign,benign
4,2,6,595,1,0,benign,benign
4,2,6,222,0.9,0.1,benign,malignant
4,2,6,567,1,0,benign,benign
4,2,6,444,1,0,benign,benign
4,2,6,569,0,1,malignant,malignant
4,2,6,31,1,0,benign,benign
4,2,6,392,1,0,benign,benign
4,2,6,565,0,1,malignant,malignant
4,2,6,216,1,0,benign,benign
4,2,6,33,1,0,benign,benign
4,2,6,224,0,1,malignant,malignant
4,2,6,70,1,0,benign,benign
4,2,6,15,0.2,0.8,malignant,malignant
4,2,6,660,1,0,benign,benign
4,2,6,6,1,0,benign,benign
4,2,6,211,0,1,malignant,malignant
4,2,7,261,0,1,malignant,malignant
4,2,7,89,1,0,benign,benign
4,2,7,245,1,0,benign,benign
4,2,7,85,0.3,0.7,malignant,malignant
4,2,7,661,1,0,benign,benign
4,2,7,37,0.9,0.1,benign,benign
4,2,7,18,0.1,0.9,malignant,malignant
4,2,7,553,0.8,0.2,benign,benign
4,2,7,611,0,1,malignant,malignant
4,2,7,602,1,0,benign,benign
4,2,7,309,1,0,benign,benign
4,2,7,358,0,1,malignant,malignant
4,2,7,294,0.999489,0.000511,benign,benign
4,2,7,687,1,0,benign,benign
4,2,7,230,0.1,0.9,malignant,malignant
4,2,7,90,1,0,benign,benign
4,2,7,539,1,0,benign,benign
4,2,7,71,0.3,0.7,malignant,malignant
4,2,7,256,1,0,benign,benign
4,2,7,624,1,0,benign,benign
4,2,7,254,0,1,malignant,malignant
4,2,7,501,1,0,benign,benign
4,2,7,95,1,0,benign,benign
4,2,7,425,0,1,malignant,malignant
4,2,7,313,1,0,benign,benign
4,2,7,587,1,0,benign,benign
4,2,7,612,0,1,malignant,malignant
4,2,7,560,1,0,benign,benign
4,2,7,363,0.8,0.2,benign,benign
4,2,7,467,0.2,0.8,malignant,malignant
4,2,7,129,1,0,benign,benign
4,2,7,471,1,0,benign,benign
4,2,7,523,0,1,malignant,malignant
4,2,7,303,1,0,benign,benign
4,2,7,185,1,0,benign,benign
4,2,7,466,0,1,malignant,malignant
4,2,7,164,0.999489,0.000511,benign,benign
4,2,7,62,0,1,malignant,malignant
4,2,7,675,1,0,benign,benign
4,2,7,631,1,0,benign,benign
4,2,7,221,0,1,malignant,malignant
4,2,7,165,1,0,benign,benign
4,2,7,526,1,0,benign,benign
4,2,7,58,0.302963,0.697037,malignant,malignant
4,2,7,468,1,0,benign,benign
4,2,7,346,0.9,0.1,benign,benign
4,2,7,63,0.3,0.7,malignant,malignant
4,2,7,405,1,0,benign,benign
4,2,7,650,1,0,benign,benign
4,2,7,50,0,1,malignant,malignant
4,2,7,685,1,0,benign,benign
4,2,7,193,1,0,benign,benign
4,2,7,210,0,1,malignant,malignant
4,2,7,150,1,0,benign,benign
4,2,7,595,1,0,benign,benign
4,2,7,222,1,0,benign,malignant
4,2,7,567,1,0,benign,benign
4,2,7,444,1,0,benign,benign
4,2,7,569,0,1,malignant,malignant
4,2,7,31,1,0,benign,benign
4,2,7,392,1,0,benign,benign
4,2,7,565,0,1,malignant,malignant
4,2,7,216,1,0,benign,benign
4,2,7,33,1,0,benign,benign
4,2,7,224,0.1,0.9,malignant,malignant
4,2,7,70,1,0,benign,benign
4,2,7,15,0.6,0.4,benign,malignant
4,2,7,660,1,0,benign,benign
4,2,7,6,0.807448,0.192552,benign,benign
4,2,7,211,0.1,0.9,malignant,malignant
4,3,0,678,1,0,benign,benign
4,3,0,28,1,0,benign,benign
4,3,0,348,0.1,0.9,malignant,malignant
4,3,0,601,1,0,benign,benign
4,3,0,619,1,0,benign,benign
4,3,0,122,0,1,malignant,malignant
4,3,0,121,1,0,benign,benign
4,3,0,332,1,0,benign,benign
4,3,0,465,0,1,malignant,malignant
4,3,0,542,0.8,0.2,benign,benign
4,3,0,322,1,0,benign,benign
4,3,0,229,0,1,malignant,malignant
4,3,0,194,1,0,benign,benign
4,3,0,490,1,0,benign,benign
4,3,0,586,0,1,malignant,malignant
4,3,0,390,1,0,benign,benign
4,3,0,311,1,0,benign,benign
4,3,0,25,1,0,benign,malignant
4,3,0,82,1,0,benign,benign
4,3,0,584,0.9,0.1,benign,benign
4,3,0,233,0,1,malignant,malignant
4,3,0,398,1,0,benign,benign
4,3,0,170,1,0,benign,benign
4,3,0,440,0.2,0.8,malignant,malignant
4,3,0,352,0,1,malignant,benign
4,3,0,255,0,1,malignant,malignant
4,3,0,278,1,0,benign,benign
4,3,0,547,1,0,benign,benign
4,3,0,658,0,1,malignant,malignant
4,3,0,389,0.9,0.1,benign,benign
4,3,0,275,1,0,benign,benign
4,3,0,51,0.8,0.2,benign,malignant
4,3,0,376,1,0,benign,benign
4,3,0,475,1,0,benign,benign
4,3,0,73,0,1,malignant,malignant
4,3,0,355,0.9,0.1,benign,benign
4,3,0,271,1,0,benign,benign
4,3,0,696,0,1,malignant,malignant
4,3,0,72,0.6,0.4,benign,benign
4,3,0,418,1,0,benign,benign
4,3,0,594,0,1,malignant,malignant
4,3,0,686,1,0,benign,benign
4,3,0,321,1,0,benign,benign
4,3,0,187,0,1,malignant,malignant
4,3,0,656,1,0,benign,benign
4,3,0,662,1,0,benign,benign
4,3,0,213,0,1,malignant,malignant
4,3,0,219,1,0,benign,benign
4,3,0,8,1,0,benign,benign
4,3,0,160,0,1,malignant,malignant
4,3,0,621,0.6,0.4,benign,benign
4,3,0,81,1,0,benign,benign
4,3,0,184,0,1,malignant,malignant
4,3,0,536,1,0,benign,benign
4,3,0,603,0,1,malignant,malignant
4,3,0,79,0.9,0.1,benign,benign
4,3,0,306,1,0,benign,benign
4,3,0,302,0,1,malignant,malignant
4,3,0,561,1,0,benign,benign
4,3,0,694,0.9,0.1,benign,benign
4,3,0,360,0,1,malignant,malignant
4,3,0,47,1,0,benign,benign
4,3,0,403,1,0,benign,benign
4,3,0,227,0,1,malignant,malignant
4,3,0,269,1,0,benign,benign
4,3,0,503,1,0,benign,benign
4,3,0,113,0,1,malignant,malignant
4,3,0,406,1,0,benign,benign
4,3,0,512,1,0,benign,benign
4,3,0,174,0,1,malignant,malignant
4,3,1,678,1,0,benign,benign
4,3,1,28,1,0,benign,benign
4,3,1,348,0.5,0.5,benign,malignant
4,3,1,601,1,0,benign,benign
4,3,1,619,1,0,benign,benign
4,3,1,122,0,1,malignant,malignant
4,3,1,121,1,0,benign,benign
4,3,1,332,1,0,benign,benign
4,3,1,465,0,1,malignant,malignant
4,3,1,542,0.7,0.3,benign,benign
4,3,1,322,1,0,benign,benign
4,3,1,229,0,1,malignant,malignant
4,3,1,194,1,0,benign,benign
4,3,1,490,1,0,benign,benign
4,3,1,586,0,1,malignant,malignant
4,3,1,390,1,0,benign,benign
4,3,1,311,1,0,benign,benign
4,3,1,25,0.8,0.2,benign,malignant
4,3,1,82,1,0,benign,benign
4,3,1,584,1,0,benign,benign
4,3,1,233,0,1,malignant,malignant
4,3,1,398,1,0,benign,benign
4,3,1,170,1,0,benign,benign
4,3,1,440,0,1,malignant,malignant
4,3,1,352,0.4,0.6,malignant,benign
4,3,1,255,0,1,malignant,malignant
4,3,1,278,1,0,benign,benign
4,3,1,547,1,0,benign,benign
4,3,1,658,0,1,malignant,malignant
4,3,1,389,0.9,0.1,benign,benign
4,3,1,275,0.9875,0.0125,benign,benign
4,3,1,51,0.4,0.6,malignant,malignant
4,3,1,376,1,0,benign,benign
4,3,1,475,1,0,benign,benign
4,3,1,73,0,1,malignant,malignant
4,3,1,355,1,0,benign,benign
4,3,1,271,1,0,benign,benign
4,3,1,696,0.1,0.9,malignant,malignant
4,3,1,72,0.7,0.3,benign,benign
4,3,1,418,0.9,0.1,benign,benign
4,3,1,594,0.2,0.8,malignant,malignant
4,3,1,686,1,0,benign,benign
4,3,1,321,0.9875,0.0125,benign,benign
4,3,1,187,0,1,malignant,malignant
4,3,1,656,1,0,benign,benign
4,3,1,662,1,0,benign,benign
4,3,1,213,0.1,0.9,malignant,malignant
4,3,1,219,1,0,benign,benign
4,3,1,8,1,0,benign,benign
4,3,1,160,0,1,malignant,malignant
4,3,1,621,0.3,0.7,malignant,benign
4,3,1,81,1,0,benign,benign
4,3,1,184,0,1,malignant,malignant
4,3,1,536,1,0,benign,benign
4,3,1,603,0.1,0.9,malignant,malignant
4,3,1,79,1,0,benign,benign
4,3,1,306,1,0,benign,benign
4,3,1,302,0,1,malignant,malignant
4,3,1,561,1,0,benign,benign
4,3,1,694,0.9,0.1,benign,benign
4,3,1,360,0,1,malignant,malignant
4,3,1,47,1,0,benign,benign
4,3,1,403,1,0,benign,benign
4,3,1,227,0,1,malignant,malignant
4,3,1,269,1,0,benign,benign
4,3,1,503,1,0,benign,benign
4,3,1,113,0,1,malignant,malignant
4,3,1,406,1,0,benign,benign
4,3,1,512,1,0,benign,benign
4,3,1,174,0.1,0.9,malignant,malignant
4,3,2,678,1,0,benign,benign
4,3,2,28,1,0,benign,benign
4,3,2,348,0.7,0.3,benign,malignant
4,3,2,601,1,0,benign,benign
4,3,2,619,1,0,benign,benign
4,3,2,122,0,1,malignant,malignant
4,3,2,121,1,0,benign,benign
4,3,2,332,1,0,benign,benign
4,3,2,465,0,1,malignant,malignant
4,3,2,542,1,0,benign,benign
4,3,2,322,1,0,benign,benign
4,3,2,229,0,1,malignant,malignant
4,3,2,194,1,0,benign,benign
4,3,2,490,1,0,benign,benign
4,3,2,586,0,1,malignant,malignant
4,3,2,390,1,0,benign,benign
4,3,2,311,1,0,benign,benign
4,3,2,25,0.6,0.4,benign,malignant
4,3,2,82,1,0,benign,benign
4,3,2,584,0.9,0.1,benign,benign
4,3,2,233,0.1,0.9,malignant,malignant
4,3,2,398,1,0,benign,benign
4,3,2,170,1,0,benign,benign
4,3,2,440,0.1,0.9,malignant,malignant
4,3,2,352,0.5,0.5,benign,benign
4,3,2,255,0.2,0.8,malignant,malignant
4,3,2,278,1,0,benign,benign
4,3,2,547,1,0,benign,benign
4,3,2,658,0,1,malignant,malignant
4,3,2,389,1,0,benign,benign
4,3,2,275,0.969903,0.030097,benign,benign
4,3,2,51,0.3,0.7,malignant,malignant
4,3,2,376,1,0,benign,benign
4,3,2,475,1,0,benign,benign
4,3,2,73,0,1,malignant,malignant
4,3,2,355,1,0,benign,benign
4,3,2,271,1,0,benign,benign
4,3,2,696,0,1,malignant,malignant
4,3,2,72,0.7,0.3,benign,benign
4,3,2,418,1,0,benign,benign
4,3,2,594,0.3,0.7,malignant,malignant
4,3,2,686,1,0,benign,benign
4,3,2,321,0.998837,0.001163,benign,benign
4,3,2,187,0,1,malignant,malignant
4,3,2,656,1,0,benign,benign
4,3,2,662,1,0,benign,benign
4,3,2,213,0,1,malignant,malignant
4,3,2,219,1,0,benign,benign
4,3,2,8,0.9,0.1,benign,benign
4,3,2,160,0,1,malignant,malignant
4,3,2,621,0.6,0.4,benign,benign
4,3,2,81,1,0,benign,benign
4,3,2,184,0,1,malignant,malignant
4,3,2,536,1,0,benign,benign
4,3,2,603,0,1,malignant,malignant
4,3,2,79,1,0,benign,benign
4,3,2,306,1,0,benign,benign
4,3,2,302,0,1,malignant,malignant
4,3,2,561,1,0,benign,benign
4,3,2,694,1,0,benign,benign
4,3,2,360,0,1,malignant,malignant
4,3,2,47,1,0,benign,benign
4,3,2,403,1,0,benign,benign
4,3,2,227,0,1,malignant,malignant
4,3,2,269,1,0,benign,benign
4,3,2,503,1,0,benign,benign
4,3,2,113,0,1,malignant,malignant
4,3,2,406,1,0,benign,benign
4,3,2,512,1,0,benign,benign
4,3,2,174,0.1,0.9,malignant,malignant
4,3,3,678,1,0,benign,benign
4,3,3,28,1,0,benign,benign
4,3,3,348,0.9,0.1,benign,malignant
4,3,3,601,1,0,benign,benign
4,3,3,619,1,0,benign,benign
4,3,3,122,0,1,malignant,malignant
4,3,3,121,1,0,benign,benign
4,3,3,332,1,0,benign,benign
4,3,3,465,0,1,malignant,malignant
4,3,3,542,0.9,0.1,benign,benign
4,3,3,322,1,0,benign,benign
4,3,3,229,0,1,malignant,malignant
4,3,3,194,1,0,benign,benign
4,3,3,490,1,0,benign,benign
4,3,3,586,0,1,malignant,malignant
4,3,3,390,1,0,benign,benign
4,3,3,311,1,0,benign,benign
4,3,3,25,0.402206,0.597794,malignant,malignant
4,3,3,82,1,0,benign,benign
4,3,3,584,1,0,benign,benign
4,3,3,233,0,1,malignant,malignant
4,3,3,398,1,0,benign,benign
4,3,3,170,1,0,benign,benign
4,3,3,440,0.1,0.9,malignant,malignant
4,3,3,352,0.7,0.3,benign,benign
4,3,3,255,0,1,malignant,malignant
4,3,3,278,1,0,benign,benign
4,3,3,547,1,0,benign,benign
4,3,3,658,0,1,malignant,malignant
4,3,3,389,1,0,benign,benign
4,3,3,275,0.997794,0.002206,benign,benign
4,3,3,51,0.302206,0.697794,malignant,malignant
4,3,3,376,1,0,benign,benign
4,3,3,475,1,0,benign,benign
4,3,3,73,0,1,malignant,malignant
4,3,3,355,1,0,benign,benign
4,3,3,271,1,0,benign,benign
4,3,3,696,0.2,0.8,malignant,malignant
4,3,3,72,0.9,0.1,benign,benign
4,3,3,418,1,0,benign,benign
4,3,3,594,0.2,0.8,malignant,malignant
4,3,3,686,1,0,benign,benign
4,3,3,321,0.997794,0.002206,benign,benign
4,3,3,187,0,1,malignant,malignant
4,3,3,656,1,0,benign,benign
4,3,3,662,1,0,benign,benign
4,3,3,213,0,1,malignant,malignant
4,3,3,219,0.9,0.1,benign,benign
4,3,3,8,1,0,benign,benign
4,3,3,160,0,1,malignant,malignant
4,3,3,621,0.6,0.4,benign,benign
4,3,3,81,1,0,benign,benign
4,3,3,184,0,1,malignant,malignant
4,3,3,536,1,0,benign,benign
4,3,3,603,0.3,0.7,malignant,malignant
4,3,3,79,1,0,benign,benign
4,3,3,306,1,0,benign,benign
4,3,3,302,0,1,malignant,malignant
4,3,3,561,1,0,benign,benign
4,3,3,694,1,0,benign,benign
4,3,3,360,0.1,0.9,malignant,malignant
4,3,3,47,1,0,benign,benign
4,3,3,403,0.902206,0.097794,benign,benign
4,3,3,227,0,1,malignant,malignant
4,3,3,269,1,0,benign,benign
4,3,3,503,1,0,benign,benign
4,3,3,113,0,1,malignant,malignant
4,3,3,406,1,0,benign,benign
4,3,3,512,1,0,benign,benign
4,3,3,174,0,1,malignant,malignant
4,3,4,678,1,0,benign,benign
4,3,4,28,1,0,benign,benign
4,3,4,348,0.5,0.5,benign,malignant
4,3,4,601,1,0,benign,benign
4,3,4,619,1,0,benign,benign
4,3,4,122,0,1,malignant,malignant
4,3,4,121,1,0,benign,benign
4,3,4,332,1,0,benign,benign
4,3,4,465,0,1,malignant,malignant
4,3,4,542,1,0,benign,benign
4,3,4,322,1,0,benign,benign
4,3,4,229,0,1,malignant,malignant
4,3,4,194,1,0,benign,benign
4,3,4,490,1,0,benign,benign
4,3,4,586,0,1,malignant,malignant
4,3,4,390,1,0,benign,benign
4,3,4,311,1,0,benign,benign
4,3,4,25,0.7,0.3,benign,malignant
4,3,4,82,1,0,benign,benign
4,3,4,584,1,0,benign,benign
4,3,4,233,0.1,0.9,malignant,malignant
4,3,4,398,1,0,benign,benign
4,3,4,170,1,0,benign,benign
4,3,4,440,0.1,0.9,malignant,malignant
4,3,4,352,0.6,0.4,benign,benign
4,3,4,255,0.1,0.9,malignant,malignant
4,3,4,278,1,0,benign,benign
4,3,4,547,1,0,benign,benign
4,3,4,658,0,1,malignant,malignant
4,3,4,389,1,0,benign,benign
4,3,4,275,0.990968,0.009032,benign,benign
4,3,4,51,0.7,0.3,benign,malignant
4,3,4,376,1,0,benign,benign
4,3,4,475,1,0,benign,benign
4,3,4,73,0.1,0.9,malignant,malignant
4,3,4,355,1,0,benign,benign
4,3,4,271,1,0,benign,benign
4,3,4,696,0.1,0.9,malignant,malignant
4,3,4,72,0.5,0.5,benign,benign
4,3,4,418,1,0,benign,benign
4,3,4,594,0.135714,0.864286,malignant,malignant
4,3,4,686,1,0,benign,benign
4,3,4,321,1,0,benign,benign
4,3,4,187,0,1,malignant,malignant
4,3,4,656,1,0,benign,benign
4,3,4,662,1,0,benign,benign
4,3,4,213,0.1,0.9,malignant,malignant
4,3,4,219,1,0,benign,benign
4,3,4,8,1,0,benign,benign
4,3,4,160,0,1,malignant,malignant
4,3,4,621,0.5,0.5,benign,benign
4,3,4,81,1,0,benign,benign
4,3,4,184,0,1,malignant,malignant
4,3,4,536,1,0,benign,benign
4,3,4,603,0.1,0.9,malignant,malignant
4,3,4,79,1,0,benign,benign
4,3,4,306,1,0,benign,benign
4,3,4,302,0,1,malignant,malignant
4,3,4,561,1,0,benign,benign
4,3,4,694,1,0,benign,benign
4,3,4,360,0,1,malignant,malignant
4,3,4,47,1,0,benign,benign
4,3,4,403,0.9,0.1,benign,benign
4,3,4,227,0,1,malignant,malignant
4,3,4,269,1,0,benign,benign
4,3,4,503,1,0,benign,benign
4,3,4,113,0,1,malignant,malignant
4,3,4,406,1,0,benign,benign
4,3,4,512,1,0,benign,benign
4,3,4,174,0.1,0.9,malignant,malignant
4,3,5,678,1,0,benign,benign
4,3,5,28,1,0,benign,benign
4,3,5,348,0.4,0.6,malignant,malignant
4,3,5,601,1,0,benign,benign
4,3,5,619,1,0,benign,benign
4,3,5,122,0,1,malignant,malignant
4,3,5,121,1,0,benign,benign
4,3,5,332,1,0,benign,benign
4,3,5,465,0,1,malignant,malignant
4,3,5,542,1,0,benign,benign
4,3,5,322,1,0,benign,benign
4,3,5,229,0,1,malignant,malignant
4,3,5,194,1,0,benign,benign
4,3,5,490,1,0,benign,benign
4,3,5,586,0,1,malignant,malignant
4,3,5,390,1,0,benign,benign
4,3,5,311,1,0,benign,benign
4,3,5,25,0.8,0.2,benign,malignant
4,3,5,82,1,0,benign,benign
4,3,5,584,1,0,benign,benign
4,3,5,233,0.1,0.9,malignant,malignant
4,3,5,398,1,0,benign,benign
4,3,5,170,1,0,benign,benign
4,3,5,440,0.1,0.9,malignant,malignant
4,3,5,352,0.6,0.4,benign,benign
4,3,5,255,0,1,malignant,malignant
4,3,5,278,1,0,benign,benign
4,3,5,547,1,0,benign,benign
4,3,5,658,0,1,malignant,malignant
4,3,5,389,1,0,benign,benign
4,3,5,275,0.995313,0.004688,benign,benign
4,3,5,51,0.5,0.5,benign,malignant
4,3,5,376,1,0,benign,benign
4,3,5,475,1,0,benign,benign
4,3,5,73,0.1,0.9,malignant,malignant
4,3,5,355,1,0,benign,benign
4,3,5,271,1,0,benign,benign
4,3,5,696,0,1,malignant,malignant
4,3,5,72,0.6,0.4,benign,benign
4,3,5,418,1,0,benign,benign
4,3,5,594,0,1,malignant,malignant
4,3,5,686,1,0,benign,benign
4,3,5,321,0.992353,0.007647,benign,benign
4,3,5,187,0,1,malignant,malignant
4,3,5,656,1,0,benign,benign
4,3,5,662,1,0,benign,benign
4,3,5,213,0,1,malignant,malignant
4,3,5,219,1,0,benign,benign
4,3,5,8,1,0,benign,benign
4,3,5,160,0,1,malignant,malignant
4,3,5,621,0.5,0.5,benign,benign
4,3,5,81,1,0,benign,benign
4,3,5,184,0,1,malignant,malignant
4,3,5,536,1,0,benign,benign
4,3,5,603,0.2,0.8,malignant,malignant
4,3,5,79,1,0,benign,benign
4,3,5,306,1,0,benign,benign
4,3,5,302,0,1,malignant,malignant
4,3,5,561,1,0,benign,benign
4,3,5,694,1,0,benign,benign
4,3,5,360,0,1,malignant,malignant
4,3,5,47,1,0,benign,benign
4,3,5,403,1,0,benign,benign
4,3,5,227,0,1,malignant,malignant
4,3,5,269,1,0,benign,benign
4,3,5,503,1,0,benign,benign
4,3,5,113,0,1,malignant,malignant
4,3,5,406,1,0,benign,benign
4,3,5,512,1,0,benign,benign
4,3,5,174,0.1,0.9,malignant,malignant
4,3,6,678,1,0,benign,benign
4,3,6,28,1,0,benign,benign
4,3,6,348,0.636717,0.363283,benign,malignant
4,3,6,601,1,0,benign,benign
4,3,6,619,1,0,benign,benign
4,3,6,122,0,1,malignant,malignant
4,3,6,121,1,0,benign,benign
4,3,6,332,1,0,benign,benign
4,3,6,465,0,1,malignant,malignant
4,3,6,542,1,0,benign,benign
4,3,6,322,1,0,benign,benign
4,3,6,229,0,1,malignant,malignant
4,3,6,194,1,0,benign,benign
4,3,6,490,1,0,benign,benign
4,3,6,586,0,1,malignant,malignant
4,3,6,390,1,0,benign,benign
4,3,6,311,1,0,benign,benign
4,3,6,25,0.702797,0.297203,benign,malignant
4,3,6,82,1,0,benign,benign
4,3,6,584,1,0,benign,benign
4,3,6,233,0,1,malignant,malignant
4,3,6,398,1,0,benign,benign
4,3,6,170,1,0,benign,benign
4,3,6,440,0,1,malignant,malignant
4,3,6,352,0.5,0.5,benign,benign
4,3,6,255,0.3,0.7,malignant,malignant
4,3,6,278,1,0,benign,benign
4,3,6,547,1,0,benign,benign
4,3,6,658,0,1,malignant,malignant
4,3,6,389,1,0,benign,benign
4,3,6,275,1,0,benign,benign
4,3,6,51,0.4,0.6,malignant,malignant
4,3,6,376,1,0,benign,benign
4,3,6,475,1,0,benign,benign
4,3,6,73,0.2,0.8,malignant,malignant
4,3,6,355,1,0,benign,benign
4,3,6,271,1,0,benign,benign
4,3,6,696,0,1,malignant,malignant
4,3,6,72,0.8,0.2,benign,benign
4,3,6,418,1,0,benign,benign
4,3,6,594,0.1,0.9,malignant,malignant
4,3,6,686,1,0,benign,benign
4,3,6,321,1,0,benign,benign
4,3,6,187,0,1,malignant,malignant
4,3,6,656,1,0,benign,benign
4,3,6,662,1,0,benign,benign
4,3,6,213,0,1,malignant,malignant
4,3,6,219,1,0,benign,benign
4,3,6,8,1,0,benign,benign
4,3,6,160,0,1,malignant,malignant
4,3,6,621,0.3,0.7,malignant,benign
4,3,6,81,1,0,benign,benign
4,3,6,184,0,1,malignant,malignant
4,3,6,536,1,0,benign,benign
4,3,6,603,0.136717,0.863283,malignant,malignant
4,3,6,79,1,0,benign,benign
4,3,6,306,1,0,benign,benign
4,3,6,302,0,1,malignant,malignant
4,3,6,561,1,0,benign,benign
4,3,6,694,1,0,benign,benign
4,3,6,360,0,1,malignant,malignant
4,3,6,47,1,0,benign,benign
4,3,6,403,1,0,benign,benign
4,3,6,227,0,1,malignant,malignant
4,3,6,269,1,0,benign,benign
4,3,6,503,1,0,benign,benign
4,3,6,113,0,1,malignant,malignant
4,3,6,406,1,0,benign,benign
4,3,6,512,1,0,benign,benign
4,3,6,174,0,1,malignant,malignant
4,3,7,678,1,0,benign,benign
4,3,7,28,1,0,benign,benign
4,3,7,348,0.414769,0.585231,malignant,malignant
4,3,7,601,1,0,benign,benign
4,3,7,619,1,0,benign,benign
4,3,7,122,0,1,malignant,malignant
4,3,7,121,1,0,benign,benign
4,3,7,332,1,0,benign,benign
4,3,7,465,0,1,malignant,malignant
4,3,7,542,1,0,benign,benign
4,3,7,322,1,0,benign,benign
4,3,7,229,0,1,malignant,malignant
4,3,7,194,1,0,benign,benign
4,3,7,490,1,0,benign,benign
4,3,7,586,0,1,malignant,malignant
4,3,7,390,1,0,benign,benign
4,3,7,311,1,0,benign,benign
4,3,7,25,0.4,0.6,malignant,malignant
4,3,7,82,1,0,benign,benign
4,3,7,584,1,0,benign,benign
4,3,7,233,0,1,malignant,malignant
4,3,7,398,1,0,benign,benign
4,3,7,170,1,0,benign,benign
4,3,7,440,0.1,0.9,malignant,malignant
4,3,7,352,0.414769,0.585231,malignant,benign
4,3,7,255,0.2,0.8,malignant,malignant
4,3,7,278,1,0,benign,benign
4,3,7,547,1,0,benign,benign
4,3,7,658,0,1,malignant,malignant
4,3,7,389,0.9,0.1,benign,benign
4,3,7,275,0.958128,0.041872,benign,benign
4,3,7,51,0.2,0.8,malignant,malignant
4,3,7,376,1,0,benign,benign
4,3,7,475,1,0,benign,benign
4,3,7,73,0.2,0.8,malignant,malignant
4,3,7,355,1,0,benign,benign
4,3,7,271,1,0,benign,benign
4,3,7,696,0,1,malignant,malignant
4,3,7,72,0.8,0.2,benign,benign
4,3,7,418,1,0,benign,benign
4,3,7,594,0,1,malignant,malignant
4,3,7,686,1,0,benign,benign
4,3,7,321,0.997484,0.002516,benign,benign
4,3,7,187,0,1,malignant,malignant
4,3,7,656,1,0,benign,benign
4,3,7,662,1,0,benign,benign
4,3,7,213,0,1,malignant,malignant
4,3,7,219,1,0,benign,benign
4,3,7,8,1,0,benign,benign
4,3,7,160,0,1,malignant,malignant
4,3,7,621,0.2,0.8,malignant,benign
4,3,7,81,1,0,benign,benign
4,3,7,184,0,1,malignant,malignant
4,3,7,536,1,0,benign,benign
4,3,7,603,0.214769,0.785231,malignant,malignant
4,3,7,79,1,0,benign,benign
4,3,7,306,1,0,benign,benign
4,3,7,302,0,1,malignant,malignant
4,3,7,561,1,0,benign,benign
4,3,7,694,1,0,benign,benign
4,3,7,360,0,1,malignant,malignant
4,3,7,47,1,0,benign,benign
4,3,7,403,1,0,benign,benign
4,3,7,227,0,1,malignant,malignant
4,3,7,269,1,0,benign,benign
4,3,7,503,1,0,benign,benign
4,3,7,113,0.1,0.9,malignant,malignant
4,3,7,406,1,0,benign,benign
4,3,7,512,1,0,benign,benign
4,3,7,174,0,1,malignant,malignant
4,4,0,532,1,0,benign,benign
4,4,0,513,1,0,benign,benign
4,4,0,482,0,1,malignant,malignant
4,4,0,578,1,0,benign,benign
4,4,0,199,1,0,benign,benign
4,4,0,272,0.2,0.8,malignant,malignant
4,4,0,310,0.9,0.1,benign,benign
4,4,0,533,1,0,benign,benign
4,4,0,20,0.5,0.5,benign,malignant
4,4,0,666,1,0,benign,benign
4,4,0,543,1,0,benign,benign
4,4,0,590,0,1,malignant,malignant
4,4,0,341,1,0,benign,benign
4,4,0,53,0,1,malignant,malignant
4,4,0,280,1,0,benign,benign
4,4,0,301,1,0,benign,benign
4,4,0,570,0.1,0.9,malignant,malignant
4,4,0,629,1,0,benign,benign
4,4,0,564,1,0,benign,benign
4,4,0,316,0,1,malignant,malignant
4,4,0,630,1,0,benign,benign
4,4,0,220,1,0,benign,benign
4,4,0,267,0.2,0.8,malignant,malignant
4,4,0,596,1,0,benign,benign
4,4,0,16,1,0,benign,benign
4,4,0,239,0.2,0.8,malignant,malignant
4,4,0,209,1,0,benign,benign
4,4,0,136,1,0,benign,benign
4,4,0,190,0,1,malignant,malignant
4,4,0,446,1,0,benign,benign
4,4,0,511,1,0,benign,benign
4,4,0,201,0,1,malignant,malignant
4,4,0,380,1,0,benign,benign
4,4,0,394,1,0,benign,benign
4,4,0,568,0.1,0.9,malignant,malignant
4,4,0,520,0.9,0.1,benign,benign
4,4,0,459,1,0,benign,benign
4,4,0,149,0,1,malignant,malignant
4,4,0,252,0.8,0.2,benign,benign
4,4,0,676,1,0,benign,benign
4,4,0,326,0.8,0.2,benign,malignant
4,4,0,481,0.8,0.2,benign,benign
4,4,0,74,0.1,0.9,malignant,malignant
4,4,0,258,1,0,benign,benign
4,4,0,350,1,0,benign,benign
4,4,0,670,0,1,malignant,malignant
4,4,0,527,1,0,benign,benign
4,4,0,10,1,0,benign,benign
4,4,0,483,0,1,malignant,malignant
4,4,0,296,0.2,0.8,malignant,benign
4,4,0,486,1,0,benign,benign
4,4,0,491,0,1,malignant,malignant
4,4,0,290,1,0,benign,benign
4,4,0,298,0.8,0.2,benign,benign
4,4,0,236,0,1,malignant,malignant
4,4,0,145,1,0,benign,benign
4,4,0,163,1,0,benign,benign
4,4,0,546,0,1,malignant,malignant
4,4,0,114,0.8,0.2,benign,benign
4,4,0,1,0.1,0.9,malignant,benign
4,4,0,191,0,1,malignant,malignant
4,4,0,11,1,0,benign,benign
4,4,0,679,1,0,benign,benign
4,4,0,86,0.1,0.9,malignant,malignant
4,4,0,454,0.8,0.2,benign,benign
4,4,0,652,1,0,benign,benign
4,4,0,283,0,1,malignant,malignant
4,4,0,196,0.1,0.9,malignant,benign
4,4,0,505,0.8,0.2,benign,benign
4,4,0,604,0.5,0.5,benign,malignant
4,4,1,532,1,0,benign,benign
4,4,1,513,1,0,benign,benign
4,4,1,482,0,1,malignant,malignant
4,4,1,578,1,0,benign,benign
4,4,1,199,1,0,benign,benign
4,4,1,272,0.4,0.6,malignant,malignant
4,4,1,310,1,0,benign,benign
4,4,1,533,1,0,benign,benign
4,4,1,20,0,1,malignant,malignant
4,4,1,666,1,0,benign,benign
4,4,1,543,1,0,benign,benign
4,4,1,590,0.1,0.9,malignant,malignant
4,4,1,341,1,0,benign,benign
4,4,1,53,0.1,0.9,malignant,malignant
4,4,1,280,1,0,benign,benign
4,4,1,301,1,0,benign,benign
4,4,1,570,0.1,0.9,malignant,malignant
4,4,1,629,1,0,benign,benign
4,4,1,564,1,0,benign,benign
4,4,1,316,0.1,0.9,malignant,malignant
4,4,1,630,1,0,benign,benign
4,4,1,220,1,0,benign,benign
4,4,1,267,0.4,0.6,malignant,malignant
4,4,1,596,1,0,benign,benign
4,4,1,16,1,0,benign,benign
4,4,1,239,0,1,malignant,malignant
4,4,1,209,1,0,benign,benign
4,4,1,136,1,0,benign,benign
4,4,1,190,0,1,malignant,malignant
4,4,1,446,1,0,benign,benign
4,4,1,511,1,0,benign,benign
4,4,1,201,0,1,malignant,malignant
4,4,1,380,1,0,benign,benign
4,4,1,394,1,0,benign,benign
4,4,1,568,0.1,0.9,malignant,malignant
4,4,1,520,1,0,benign,benign
4,4,1,459,1,0,benign,benign
4,4,1,149,0,1,malignant,malignant
4,4,1,252,0.2,0.8,malignant,benign
4,4,1,676,1,0,benign,benign
4,4,1,326,0.6,0.4,benign,malignant
4,4,1,481,0.7,0.3,benign,benign
4,4,1,74,0.1,0.9,malignant,malignant
4,4,1,258,1,0,benign,benign
4,4,1,350,1,0,benign,benign
4,4,1,670,0.1,0.9,malignant,malignant
4,4,1,527,1,0,benign,benign
4,4,1,10,1,0,benign,benign
4,4,1,483,0,1,malignant,malignant
4,4,1,296,0.1,0.9,malignant,benign
4,4,1,486,1,0,benign,benign
4,4,1,491,0,1,malignant,malignant
4,4,1,290,1,0,benign,benign
4,4,1,298,1,0,benign,benign
4,4,1,236,0,1,malignant,malignant
4,4,1,145,0.9875,0.0125,benign,benign
4,4,1,163,0.9,0.1,benign,benign
4,4,1,546,0,1,malignant,malignant
4,4,1,114,0.9,0.1,benign,benign
4,4,1,1,0.1,0.9,malignant,benign
4,4,1,191,0,1,malignant,malignant
4,4,1,11,1,0,benign,benign
4,4,1,679,1,0,benign,benign
4,4,1,86,0.3,0.7,malignant,malignant
4,4,1,454,1,0,benign,benign
4,4,1,652,1,0,benign,benign
4,4,1,283,0,1,malignant,malignant
4,4,1,196,0,1,malignant,benign
4,4,1,505,1,0,benign,benign
4,4,1,604,0.1,0.9,malignant,malignant
4,4,2,532,1,0,benign,benign
4,4,2,513,1,0,benign,benign
4,4,2,482,0,1,malignant,malignant
4,4,2,578,1,0,benign,benign
4,4,2,199,1,0,benign,benign
4,4,2,272,0.2,0.8,malignant,malignant
4,4,2,310,1,0,benign,benign
4,4,2,533,1,0,benign,benign
4,4,2,20,0.1,0.9,malignant,malignant
4,4,2,666,1,0,benign,benign
4,4,2,543,1,0,benign,benign
4,4,2,590,0.3,0.7,malignant,malignant
4,4,2,341,1,0,benign,benign
4,4,2,53,0.2,0.8,malignant,malignant
4,4,2,280,1,0,benign,benign
4,4,2,301,1,0,benign,benign
4,4,2,570,0.1,0.9,malignant,malignant
4,4,2,629,1,0,benign,benign
4,4,2,564,1,0,benign,benign
4,4,2,316,0.1,0.9,malignant,malignant
4,4,2,630,1,0,benign,benign
4,4,2,220,1,0,benign,benign
4,4,2,267,0.2,0.8,malignant,malignant
4,4,2,596,1,0,benign,benign
4,4,2,16,1,0,benign,benign
4,4,2,239,0,1,malignant,malignant
4,4,2,209,1,0,benign,benign
4,4,2,136,1,0,benign,benign
4,4,2,190,0,1,malignant,malignant
4,4,2,446,1,0,benign,benign
4,4,2,511,1,0,benign,benign
4,4,2,201,0,1,malignant,malignant
4,4,2,380,1,0,benign,benign
4,4,2,394,1,0,benign,benign
4,4,2,568,0.1,0.9,malignant,malignant
4,4,2,520,1,0,benign,benign
4,4,2,459,1,0,benign,benign
4,4,2,149,0,1,malignant,malignant
4,4,2,252,0.3,0.7,malignant,benign
4,4,2,676,1,0,benign,benign
4,4,2,326,0,1,malignant,malignant
4,4,2,481,1,0,benign,benign
4,4,2,74,0.2,0.8,malignant,malignant
4,4,2,258,1,0,benign,benign
4,4,2,350,1,0,benign,benign
4,4,2,670,0.1,0.9,malignant,malignant
4,4,2,527,1,0,benign,benign
4,4,2,10,1,0,benign,benign
4,4,2,483,0,1,malignant,malignant
4,4,2,296,0.2,0.8,malignant,benign
4,4,2,486,1,0,benign,benign
4,4,2,491,0,1,malignant,malignant
4,4,2,290,1,0,benign,benign
4,4,2,298,0.7,0.3,benign,benign
4,4,2,236,0,1,malignant,malignant
4,4,2,145,0.969903,0.030097,benign,benign
4,4,2,163,1,0,benign,benign
4,4,2,546,0,1,malignant,malignant
4,4,2,114,0.8,0.2,benign,benign
4,4,2,1,0.4,0.6,malignant,benign
4,4,2,191,0,1,malignant,malignant
4,4,2,11,1,0,benign,benign
4,4,2,679,1,0,benign,benign
4,4,2,86,0.2,0.8,malignant,malignant
4,4,2,454,1,0,benign,benign
4,4,2,652,1,0,benign,benign
4,4,2,283,0,1,malignant,malignant
4,4,2,196,0,1,malignant,benign
4,4,2,505,1,0,benign,benign
4,4,2,604,0.4,0.6,malignant,malignant
4,4,3,532,1,0,benign,benign
4,4,3,513,1,0,benign,benign
4,4,3,482,0,1,malignant,malignant
4,4,3,578,1,0,benign,benign
4,4,3,199,1,0,benign,benign
4,4,3,272,0.6,0.4,benign,malignant
4,4,3,310,1,0,benign,benign
4,4,3,533,1,0,benign,benign
4,4,3,20,0,1,malignant,malignant
4,4,3,666,1,0,benign,benign
4,4,3,543,1,0,benign,benign
4,4,3,590,0.3,0.7,malignant,malignant
4,4,3,341,1,0,benign,benign
4,4,3,53,0.2,0.8,malignant,malignant
4,4,3,280,1,0,benign,benign
4,4,3,301,1,0,benign,benign
4,4,3,570,0.1,0.9,malignant,malignant
4,4,3,629,1,0,benign,benign
4,4,3,564,1,0,benign,benign
4,4,3,316,0.2,0.8,malignant,malignant
4,4,3,630,0.9,0.1,benign,benign
4,4,3,220,1,0,benign,benign
4,4,3,267,0.6,0.4,benign,malignant
4,4,3,596,1,0,benign,benign
4,4,3,16,1,0,benign,benign
4,4,3,239,0,1,malignant,malignant
4,4,3,209,1,0,benign,benign
4,4,3,136,1,0,benign,benign
4,4,3,190,0,1,malignant,malignant
4,4,3,446,1,0,benign,benign
4,4,3,511,1,0,benign,benign
4,4,3,201,0,1,malignant,malignant
4,4,3,380,1,0,benign,benign
4,4,3,394,1,0,benign,benign
4,4,3,568,0,1,malignant,malignant
4,4,3,520,1,0,benign,benign
4,4,3,459,1,0,benign,benign
4,4,3,149,0,1,malignant,malignant
4,4,3,252,0.1,0.9,malignant,benign
4,4,3,676,1,0,benign,benign
4,4,3,326,0.3,0.7,malignant,malignant
4,4,3,481,0.9,0.1,benign,benign
4,4,3,74,0.2,0.8,malignant,malignant
4,4,3,258,1,0,benign,benign
4,4,3,350,1,0,benign,benign
4,4,3,670,0,1,malignant,malignant
4,4,3,527,1,0,benign,benign
4,4,3,10,1,0,benign,benign
4,4,3,483,0,1,malignant,malignant
4,4,3,296,0.302206,0.697794,malignant,benign
4,4,3,486,1,0,benign,benign
4,4,3,491,0.2,0.8,malignant,malignant
4,4,3,290,1,0,benign,benign
4,4,3,298,0.4,0.6,malignant,benign
4,4,3,236,0,1,malignant,malignant
4,4,3,145,0.997794,0.002206,benign,benign
4,4,3,163,1,0,benign,benign
4,4,3,546,0.1,0.9,malignant,malignant
4,4,3,114,1,0,benign,benign
4,4,3,1,0.5,0.5,benign,benign
4,4,3,191,0,1,malignant,malignant
4,4,3,11,1,0,benign,benign
4,4,3,679,1,0,benign,benign
4,4,3,86,0.2,0.8,malignant,malignant
4,4,3,454,0.9,0.1,benign,benign
4,4,3,652,1,0,benign,benign
4,4,3,283,0,1,malignant,malignant
4,4,3,196,0,1,malignant,benign
4,4,3,505,1,0,benign,benign
4,4,3,604,0.3,0.7,malignant,malignant
4,4,4,532,1,0,benign,benign
4,4,4,513,1,0,benign,benign
4,4,4,482,0,1,malignant,malignant
4,4,4,578,1,0,benign,benign
4,4,4,199,1,0,benign,benign
4,4,4,272,0.147211,0.852789,malignant,malignant
4,4,4,310,1,0,benign,benign
4,4,4,533,1,0,benign,benign
4,4,4,20,0.2,0.8,malignant,malignant
4,4,4,666,1,0,benign,benign
4,4,4,543,1,0,benign,benign
4,4,4,590,0.3,0.7,malignant,malignant
4,4,4,341,1,0,benign,benign
4,4,4,53,0.1,0.9,malignant,malignant
4,4,4,280,1,0,benign,benign
4,4,4,301,1,0,benign,benign
4,4,4,570,0.3,0.7,malignant,malignant
4,4,4,629,1,0,benign,benign
4,4,4,564,1,0,benign,benign
4,4,4,316,0.2,0.8,malignant,malignant
4,4,4,630,0.9,0.1,benign,benign
4,4,4,220,1,0,benign,benign
4,4,4,267,0.147211,0.852789,malignant,malignant
4,4,4,596,1,0,benign,benign
4,4,4,16,1,0,benign,benign
4,4,4,239,0.1,0.9,malignant,malignant
4,4,4,209,1,0,benign,benign
4,4,4,136,1,0,benign,benign
4,4,4,190,0,1,malignant,malignant
4,4,4,446,1,0,benign,benign
4,4,4,511,1,0,benign,benign
4,4,4,201,0,1,malignant,malignant
4,4,4,380,1,0,benign,benign
4,4,4,394,1,0,benign,benign
4,4,4,568,0.1,0.9,malignant,malignant
4,4,4,520,1,0,benign,benign
4,4,4,459,1,0,benign,benign
4,4,4,149,0,1,malignant,malignant
4,4,4,252,0.1,0.9,malignant,benign
4,4,4,676,1,0,benign,benign
4,4,4,326,0.5,0.5,malignant,malignant
4,4,4,481,1,0,benign,benign
4,4,4,74,0.4,0.6,malignant,malignant
4,4,4,258,1,0,benign,benign
4,4,4,350,1,0,benign,benign
4,4,4,670,0,1,malignant,malignant
4,4,4,527,1,0,benign,benign
4,4,4,10,1,0,benign,benign
4,4,4,483,0,1,malignant,malignant
4,4,4,296,0,1,malignant,benign
4,4,4,486,1,0,benign,benign
4,4,4,491,0.032692,0.967308,malignant,malignant
4,4,4,290,1,0,benign,benign
4,4,4,298,0.8,0.2,benign,benign
4,4,4,236,0,1,malignant,malignant
4,4,4,145,0.888877,0.111123,benign,benign
4,4,4,163,1,0,benign,benign
4,4,4,546,0,1,malignant,malignant
4,4,4,114,1,0,benign,benign
4,4,4,1,0.3,0.7,malignant,benign
4,4,4,191,0,1,malignant,malignant
4,4,4,11,1,0,benign,benign
4,4,4,679,1,0,benign,benign
4,4,4,86,0,1,malignant,malignant
4,4,4,454,1,0,benign,benign
4,4,4,652,1,0,benign,benign
4,4,4,283,0,1,malignant,malignant
4,4,4,196,0,1,malignant,benign
4,4,4,505,1,0,benign,benign
4,4,4,604,0.5,0.5,malignant,malignant
4,4,5,532,1,0,benign,benign
4,4,5,513,1,0,benign,benign
4,4,5,482,0,1,malignant,malignant
4,4,5,578,1,0,benign,benign
4,4,5,199,1,0,benign,benign
4,4,5,272,0.3,0.7,malignant,malignant
4,4,5,310,1,0,benign,benign
4,4,5,533,1,0,benign,benign
4,4,5,20,0.3,0.7,malignant,malignant
4,4,5,666,1,0,benign,benign
4,4,5,543,1,0,benign,benign
4,4,5,590,0.2,0.8,malignant,malignant
4,4,5,341,1,0,benign,benign
4,4,5,53,0,1,malignant,malignant
4,4,5,280,1,0,benign,benign
4,4,5,301,1,0,benign,benign
4,4,5,570,0,1,malignant,malignant
4,4,5,629,1,0,benign,benign
4,4,5,564,1,0,benign,benign
4,4,5,316,0,1,malignant,malignant
4,4,5,630,1,0,benign,benign
4,4,5,220,1,0,benign,benign
4,4,5,267,0.3,0.7,malignant,malignant
4,4,5,596,1,0,benign,benign
4,4,5,16,1,0,benign,benign
4,4,5,239,0.1,0.9,malignant,malignant
4,4,5,209,1,0,benign,benign
4,4,5,136,1,0,benign,benign
4,4,5,190,0,1,malignant,malignant
4,4,5,446,1,0,benign,benign
4,4,5,511,1,0,benign,benign
4,4,5,201,0,1,malignant,malignant
4,4,5,380,1,0,benign,benign
4,4,5,394,1,0,benign,benign
4,4,5,568,0.1,0.9,malignant,malignant
4,4,5,520,1,0,benign,benign
4,4,5,459,1,0,benign,benign
4,4,5,149,0,1,malignant,malignant
4,4,5,252,0,1,malignant,benign
4,4,5,676,1,0,benign,benign
4,4,5,326,0.6,0.4,benign,malignant
4,4,5,481,0.9,0.1,benign,benign
4,4,5,74,0.2,0.8,malignant,malignant
4,4,5,258,1,0,benign,benign
4,4,5,350,1,0,benign,benign
4,4,5,670,0,1,malignant,malignant
4,4,5,527,1,0,benign,benign
4,4,5,10,1,0,benign,benign
4,4,5,483,0,1,malignant,malignant
4,4,5,296,0.1,0.9,malignant,benign
4,4,5,486,1,0,benign,benign
4,4,5,491,0,1,malignant,malignant
4,4,5,290,1,0,benign,benign
4,4,5,298,0.6,0.4,benign,benign
4,4,5,236,0,1,malignant,malignant
4,4,5,145,0.949752,0.050248,benign,benign
4,4,5,163,0.7125,0.2875,benign,benign
4,4,5,546,0,1,malignant,malignant
4,4,5,114,1,0,benign,benign
4,4,5,1,0.2,0.8,malignant,benign
4,4,5,191,0,1,malignant,malignant
4,4,5,11,1,0,benign,benign
4,4,5,679,1,0,benign,benign
4,4,5,86,0.2,0.8,malignant,malignant
4,4,5,454,1,0,benign,benign
4,4,5,652,1,0,benign,benign
4,4,5,283,0.1,0.9,malignant,malignant
4,4,5,196,0,1,malignant,benign
4,4,5,505,1,0,benign,benign
4,4,5,604,0.7,0.3,benign,malignant
4,4,6,532,1,0,benign,benign
4,4,6,513,1,0,benign,benign
4,4,6,482,0,1,malignant,malignant
4,4,6,578,1,0,benign,benign
4,4,6,199,1,0,benign,benign
4,4,6,272,0.3,0.7,malignant,malignant
4,4,6,310,1,0,benign,benign
4,4,6,533,1,0,benign,benign
4,4,6,20,0,1,malignant,malignant
4,4,6,666,1,0,benign,benign
4,4,6,543,1,0,benign,benign
4,4,6,590,0.3,0.7,malignant,malignant
4,4,6,341,1,0,benign,benign
4,4,6,53,0.2,0.8,malignant,malignant
4,4,6,280,1,0,benign,benign
4,4,6,301,1,0,benign,benign
4,4,6,570,0.2,0.8,malignant,malignant
4,4,6,629,1,0,benign,benign
4,4,6,564,1,0,benign,benign
4,4,6,316,0.2,0.8,malignant,malignant
4,4,6,630,1,0,benign,benign
4,4,6,220,1,0,benign,benign
4,4,6,267,0.3,0.7,malignant,malignant
4,4,6,596,1,0,benign,benign
4,4,6,16,1,0,benign,benign
4,4,6,239,0,1,malignant,malignant
4,4,6,209,1,0,benign,benign
4,4,6,136,1,0,benign,benign
4,4,6,190,0,1,malignant,malignant
4,4,6,446,1,0,benign,benign
4,4,6,511,1,0,benign,benign
4,4,6,201,0,1,malignant,malignant
4,4,6,380,1,0,benign,benign
4,4,6,394,1,0,benign,benign
4,4,6,568,0,1,malignant,malignant
4,4,6,520,1,0,benign,benign
4,4,6,459,1,0,benign,benign
4,4,6,149,0,1,malignant,malignant
4,4,6,252,0,1,malignant,benign
4,4,6,676,1,0,benign,benign
4,4,6,326,0.401111,0.598889,malignant,malignant
4,4,6,481,0.9,0.1,benign,benign
4,4,6,74,0.3,0.7,malignant,malignant
4,4,6,258,1,0,benign,benign
4,4,6,350,1,0,benign,benign
4,4,6,670,0.1,0.9,malignant,malignant
4,4,6,527,1,0,benign,benign
4,4,6,10,1,0,benign,benign
4,4,6,483,0,1,malignant,malignant
4,4,6,296,0.1,0.9,malignant,benign
4,4,6,486,1,0,benign,benign
4,4,6,491,0.1,0.9,malignant,malignant
4,4,6,290,1,0,benign,benign
4,4,6,298,0.7,0.3,benign,benign
4,4,6,236,0,1,malignant,malignant
4,4,6,145,0.983911,0.016089,benign,benign
4,4,6,163,0.929749,0.070251,benign,benign
4,4,6,546,0,1,malignant,malignant
4,4,6,114,1,0,benign,benign
4,4,6,1,0.3,0.7,malignant,benign
4,4,6,191,0,1,malignant,malignant
4,4,6,11,1,0,benign,benign
4,4,6,679,1,0,benign,benign
4,4,6,86,0.5,0.5,benign,malignant
4,4,6,454,1,0,benign,benign
4,4,6,652,1,0,benign,benign
4,4,6,283,0,1,malignant,malignant
4,4,6,196,0,1,malignant,benign
4,4,6,505,1,0,benign,benign
4,4,6,604,0.3,0.7,malignant,malignant
4,4,7,532,1,0,benign,benign
4,4,7,513,1,0,benign,benign
4,4,7,482,0,1,malignant,malignant
4,4,7,578,1,0,benign,benign
4,4,7,199,1,0,benign,benign
4,4,7,272,0.2,0.8,malignant,malignant
4,4,7,310,1,0,benign,benign
4,4,7,533,1,0,benign,benign
4,4,7,20,0.1,0.9,malignant,malignant
4,4,7,666,1,0,benign,benign
4,4,7,543,1,0,benign,benign
4,4,7,590,0.1,0.9,malignant,malignant
4,4,7,341,1,0,benign,benign
4,4,7,53,0.1,0.9,malignant,malignant
4,4,7,280,1,0,benign,benign
4,4,7,301,1,0,benign,benign
4,4,7,570,0,1,malignant,malignant
4,4,7,629,1,0,benign,benign
4,4,7,564,1,0,benign,benign
4,4,7,316,0,1,malignant,malignant
4,4,7,630,1,0,benign,benign
4,4,7,220,1,0,benign,benign
4,4,7,267,0.2,0.8,malignant,malignant
4,4,7,596,1,0,benign,benign
4,4,7,16,1,0,benign,benign
4,4,7,239,0,1,malignant,malignant
4,4,7,209,1,0,benign,benign
4,4,7,136,1,0,benign,benign
4,4,7,190,0,1,malignant,malignant
4,4,7,446,1,0,benign,benign
4,4,7,511,1,0,benign,benign
4,4,7,201,0,1,malignant,malignant
4,4,7,380,1,0,benign,benign
4,4,7,394,1,0,benign,benign
4,4,7,568,0.2,0.8,malignant,malignant
4,4,7,520,1,0,benign,benign
4,4,7,459,1,0,benign,benign
4,4,7,149,0,1,malignant,malignant
4,4,7,252,0,1,malignant,benign
4,4,7,676,1,0,benign,benign
4,4,7,326,0.4,0.6,malignant,malignant
4,4,7,481,0.9,0.1,benign,benign
4,4,7,74,0,1,malignant,malignant
4,4,7,258,1,0,benign,benign
4,4,7,350,1,0,benign,benign
4,4,7,670,0.1,0.9,malignant,malignant
4,4,7,527,1,0,benign,benign
4,4,7,10,1,0,benign,benign
4,4,7,483,0,1,malignant,malignant
4,4,7,296,0.1,0.9,malignant,benign
4,4,7,486,1,0,benign,benign
4,4,7,491,0,1,malignant,malignant
4,4,7,290,1,0,benign,benign
4,4,7,298,0.7,0.3,benign,benign
4,4,7,236,0,1,malignant,malignant
4,4,7,145,1,0,benign,benign
4,4,7,163,0.9,0.1,benign,benign
4,4,7,546,0,1,malignant,malignant
4,4,7,114,0.9,0.1,benign,benign
4,4,7,1,0.3,0.7,malignant,benign
4,4,7,191,0,1,malignant,malignant
4,4,7,11,1,0,benign,benign
4,4,7,679,1,0,benign,benign
4,4,7,86,0.2,0.8,malignant,malignant
4,4,7,454,1,0,benign,benign
4,4,7,652,1,0,benign,benign
4,4,7,283,0,1,malignant,malignant
4,4,7,196,0,1,malignant,benign
4,4,7,505,1,0,benign,benign
4,4,7,604,0.2,0.8,malignant,malignant
4,5,0,35,1,0,benign,benign
4,5,0,166,0,1,malignant,malignant
4,5,0,287,0.9,0.1,benign,benign
4,5,0,566,1,0,benign,benign
4,5,0,284,0,1,malignant,malignant
4,5,0,75,0.8,0.2,benign,benign
4,5,0,404,1,0,benign,benign
4,5,0,215,0,1,malignant,malignant
4,5,0,628,1,0,benign,benign
4,5,0,178,1,0,benign,benign
4,5,0,391,0,1,malignant,malignant
4,5,0,375,1,0,benign,benign
4,5,0,525,1,0,benign,benign
4,5,0,214,0,1,malignant,malignant
4,5,0,34,1,0,benign,benign
4,5,0,426,0.4,0.6,malignant,benign
4,5,0,453,0,1,malignant,malignant
4,5,0,495,1,0,benign,benign
4,5,0,443,1,0,benign,benign
4,5,0,436,0,1,malignant,malignant
4,5,0,667,1,0,benign,benign
4,5,0,243,0.8,0.2,benign,benign
4,5,0,591,0,1,malignant,malignant
4,5,0,397,1,0,benign,benign
4,5,0,615,1,0,benign,benign
4,5,0,669,0,1,malignant,malignant
4,5,0,573,1,0,benign,benign
4,5,0,663,1,0,benign,benign
4,5,0,522,0,1,malignant,malignant
4,5,0,607,1,0,benign,benign
4,5,0,279,0,1,malignant,malignant
4,5,0,632,1,0,benign,benign
4,5,0,693,1,0,benign,benign
4,5,0,263,0.1,0.9,malignant,malignant
4,5,0,598,1,0,benign,benign
4,5,0,383,1,0,benign,benign
4,5,0,506,0,1,malignant,malignant
4,5,0,445,1,0,benign,benign
4,5,0,461,1,0,benign,benign
4,5,0,175,0,1,malignant,malignant
4,5,0,460,1,0,benign,benign
4,5,0,469,1,0,benign,benign
4,5,0,117,0,1,malignant,malignant
4,5,0,496,1,0,benign,benign
4,5,0,577,1,0,benign,benign
4,5,0,173,0,1,malignant,malignant
4,5,0,447,1,0,benign,benign
4,5,0,559,1,0,benign,benign
4,5,0,633,0.1,0.9,malignant,malignant
4,5,0,331,1,0,benign,benign
4,5,0,248,1,0,benign,benign
4,5,0,14,0,1,malignant,malignant
4,5,0,372,1,0,benign,benign
4,5,0,562,1,0,benign,benign
4,5,0,126,0.2,0.8,malignant,malignant
4,5,0,143,1,0,benign,benign
4,5,0,342,1,0,benign,benign
4,5,0,251,0.1,0.9,malignant,malignant
4,5,0,504,1,0,benign,benign
4,5,0,32,0,1,malignant,malignant
4,5,0,92,1,0,benign,benign
4,5,0,161,1,0,benign,benign
4,5,0,109,0.1,0.9,malignant,malignant
4,5,0,640,1,0,benign,benign
4,5,0,134,0.9,0.1,benign,benign
4,5,0,124,0,1,malignant,malignant
4,5,0,458,1,0,benign,benign
4,5,0,204,1,0,benign,benign
4,5,0,12,0.6,0.4,benign,malignant
4,5,0,689,1,0,benign,benign
4,5,1,35,1,0,benign,benign
4,5,1,166,0,1,malignant,malignant
4,5,1,287,1,0,benign,benign
4,5,1,566,1,0,benign,benign
4,5,1,284,0.2,0.8,malignant,malignant
4,5,1,75,0.8,0.2,benign,benign
4,5,1,404,1,0,benign,benign
4,5,1,215,0,1,malignant,malignant
4,5,1,628,1,0,benign,benign
4,5,1,178,1,0,benign,benign
4,5,1,391,0,1,malignant,malignant
4,5,1,375,1,0,benign,benign
4,5,1,525,1,0,benign,benign
4,5,1,214,0,1,malignant,malignant
4,5,1,34,1,0,benign,benign
4,5,1,426,0.4,0.6,malignant,benign
4,5,1,453,0.3,0.7,malignant,malignant
4,5,1,495,1,0,benign,benign
4,5,1,443,1,0,benign,benign
4,5,1,436,0,1,malignant,malignant
4,5,1,667,1,0,benign,benign
4,5,1,243,0.8,0.2,benign,benign
4,5,1,591,0.4,0.6,malignant,malignant
4,5,1,397,1,0,benign,benign
4,5,1,615,1,0,benign,benign
4,5,1,669,0,1,malignant,malignant
4,5,1,573,1,0,benign,benign
4,5,1,663,1,0,benign,benign
4,5,1,522,0,1,malignant,malignant
4,5,1,607,1,0,benign,benign
4,5,1,279,0,1,malignant,malignant
4,5,1,632,1,0,benign,benign
4,5,1,693,1,0,benign,benign
4,5,1,263,0,1,malignant,malignant
4,5,1,598,1,0,benign,benign
4,5,1,383,1,0,benign,benign
4,5,1,506,0.1,0.9,malignant,malignant
4,5,1,445,1,0,benign,benign
4,5,1,461,1,0,benign,benign
4,5,1,175,0,1,malignant,malignant
4,5,1,460,1,0,benign,benign
4,5,1,469,1,0,benign,benign
4,5,1,117,0.3,0.7,malignant,malignant
4,5,1,496,1,0,benign,benign
4,5,1,577,1,0,benign,benign
4,5,1,173,0,1,malignant,malignant
4,5,1,447,1,0,benign,benign
4,5,1,559,1,0,benign,benign
4,5,1,633,0.1,0.9,malignant,malignant
4,5,1,331,1,0,benign,benign
4,5,1,248,0.9,0.1,benign,benign
4,5,1,14,0.2,0.8,malignant,malignant
4,5,1,372,1,0,benign,benign
4,5,1,562,1,0,benign,benign
4,5,1,126,0.1,0.9,malignant,malignant
4,5,1,143,1,0,benign,benign
4,5,1,342,1,0,benign,benign
4,5,1,251,0,1,malignant,malignant
4,5,1,504,1,0,benign,benign
4,5,1,32,0,1,malignant,malignant
4,5,1,92,1,0,benign,benign
4,5,1,161,1,0,benign,benign
4,5,1,109,0.1,0.9,malignant,malignant
4,5,1,640,1,0,benign,benign
4,5,1,134,1,0,benign,benign
4,5,1,124,0,1,malignant,malignant
4,5,1,458,1,0,benign,benign
4,5,1,204,1,0,benign,benign
4,5,1,12,0.1,0.9,malignant,malignant
4,5,1,689,1,0,benign,benign
4,5,2,35,1,0,benign,benign
4,5,2,166,0.1,0.9,malignant,malignant
4,5,2,287,1,0,benign,benign
4,5,2,566,1,0,benign,benign
4,5,2,284,0.1,0.9,malignant,malignant
4,5,2,75,0.8,0.2,benign,benign
4,5,2,404,1,0,benign,benign
4,5,2,215,0,1,malignant,malignant
4,5,2,628,1,0,benign,benign
4,5,2,178,1,0,benign,benign
4,5,2,391,0,1,malignant,malignant
4,5,2,375,1,0,benign,benign
4,5,2,525,1,0,benign,benign
4,5,2,214,0,1,malignant,malignant
4,5,2,34,1,0,benign,benign
4,5,2,426,0.7,0.3,benign,benign
4,5,2,453,0.6,0.4,benign,malignant
4,5,2,495,1,0,benign,benign
4,5,2,443,1,0,benign,benign
4,5,2,436,0.1,0.9,malignant,malignant
4,5,2,667,1,0,benign,benign
4,5,2,243,0.5,0.5,benign,benign
4,5,2,591,0.1,0.9,malignant,malignant
4,5,2,397,1,0,benign,benign
4,5,2,615,1,0,benign,benign
4,5,2,669,0,1,malignant,malignant
4,5,2,573,1,0,benign,benign
4,5,2,663,1,0,benign,benign
4,5,2,522,0,1,malignant,malignant
4,5,2,607,1,0,benign,benign
4,5,2,279,0.2,0.8,malignant,malignant
4,5,2,632,1,0,benign,benign
4,5,2,693,0.9,0.1,benign,benign
4,5,2,263,0.1,0.9,malignant,malignant
4,5,2,598,1,0,benign,benign
4,5,2,383,1,0,benign,benign
4,5,2,506,0,1,malignant,malignant
4,5,2,445,1,0,benign,benign
4,5,2,461,1,0,benign,benign
4,5,2,175,0,1,malignant,malignant
4,5,2,460,1,0,benign,benign
4,5,2,469,1,0,benign,benign
4,5,2,117,0.5,0.5,benign,malignant
4,5,2,496,1,0,benign,benign
4,5,2,577,1,0,benign,benign
4,5,2,173,0,1,malignant,malignant
4,5,2,447,1,0,benign,benign
4,5,2,559,1,0,benign,benign
4,5,2,633,0,1,malignant,malignant
4,5,2,331,0.9,0.1,benign,benign
4,5,2,248,0.8,0.2,benign,benign
4,5,2,14,0,1,malignant,malignant
4,5,2,372,1,0,benign,benign
4,5,2,562,1,0,benign,benign
4,5,2,126,0,1,malignant,malignant
4,5,2,143,1,0,benign,benign
4,5,2,342,1,0,benign,benign
4,5,2,251,0,1,malignant,malignant
4,5,2,504,1,0,benign,benign
4,5,2,32,0,1,malignant,malignant
4,5,2,92,1,0,benign,benign
4,5,2,161,1,0,benign,benign
4,5,2,109,0,1,malignant,malignant
4,5,2,640,1,0,benign,benign
4,5,2,134,1,0,benign,benign
4,5,2,124,0.1,0.9,malignant,malignant
4,5,2,458,1,0,benign,benign
4,5,2,204,1,0,benign,benign
4,5,2,12,0.1,0.9,malignant,malignant
4,5,2,689,0.9,0.1,benign,benign
4,5,3,35,1,0,benign,benign
4,5,3,166,0.1,0.9,malignant,malignant
4,5,3,287,1,0,benign,benign
4,5,3,566,1,0,benign,benign
4,5,3,284,0,1,malignant,malignant
4,5,3,75,0.9,0.1,benign,benign
4,5,3,404,1,0,benign,benign
4,5,3,215,0,1,malignant,malignant
4,5,3,628,1,0,benign,benign
4,5,3,178,1,0,benign,benign
4,5,3,391,0,1,malignant,malignant
4,5,3,375,1,0,benign,benign
4,5,3,525,1,0,benign,benign
4,5,3,214,0,1,malignant,malignant
4,5,3,34,1,0,benign,benign
4,5,3,426,0.7,0.3,benign,benign
4,5,3,453,0.6,0.4,benign,malignant
4,5,3,495,1,0,benign,benign
4,5,3,443,1,0,benign,benign
4,5,3,436,0.1,0.9,malignant,malignant
4,5,3,667,1,0,benign,benign
4,5,3,243,0.702206,0.297794,benign,benign
4,5,3,591,0,1,malignant,malignant
4,5,3,397,1,0,benign,benign
4,5,3,615,1,0,benign,benign
4,5,3,669,0.1,0.9,malignant,malignant
4,5,3,573,1,0,benign,benign
4,5,3,663,1,0,benign,benign
4,5,3,522,0,1,malignant,malignant
4,5,3,607,1,0,benign,benign
4,5,3,279,0,1,malignant,malignant
4,5,3,632,1,0,benign,benign
4,5,3,693,1,0,benign,benign
4,5,3,263,0,1,malignant,malignant
4,5,3,598,1,0,benign,benign
4,5,3,383,1,0,benign,benign
4,5,3,506,0,1,malignant,malignant
4,5,3,445,1,0,benign,benign
4,5,3,461,0.902206,0.097794,benign,benign
4,5,3,175,0,1,malignant,malignant
4,5,3,460,1,0,benign,benign
4,5,3,469,1,0,benign,benign
4,5,3,117,0.6,0.4,benign,malignant
4,5,3,496,1,0,benign,benign
4,5,3,577,1,0,benign,benign
4,5,3,173,0.1,0.9,malignant,malignant
4,5,3,447,1,0,benign,benign
4,5,3,559,1,0,benign,benign
4,5,3,633,0,1,malignant,malignant
4,5,3,331,1,0,benign,benign
4,5,3,248,1,0,benign,benign
4,5,3,14,0,1,malignant,malignant
4,5,3,372,1,0,benign,benign
4,5,3,562,1,0,benign,benign
4,5,3,126,0,1,malignant,malignant
4,5,3,143,0.902206,0.097794,benign,benign
4,5,3,342,1,0,benign,benign
4,5,3,251,0,1,malignant,malignant
4,5,3,504,1,0,benign,benign
4,5,3,32,0,1,malignant,malignant
4,5,3,92,1,0,benign,benign
4,5,3,161,1,0,benign,benign
4,5,3,109,0.3,0.7,malignant,malignant
4,5,3,640,1,0,benign,benign
4,5,3,134,1,0,benign,benign
4,5,3,124,0.2,0.8,malignant,malignant
4,5,3,458,1,0,benign,benign
4,5,3,204,1,0,benign,benign
4,5,3,12,0.5,0.5,benign,malignant
4,5,3,689,1,0,benign,benign
4,5,4,35,1,0,benign,benign
4,5,4,166,0,1,malignant,malignant
4,5,4,287,1,0,benign,benign
4,5,4,566,1,0,benign,benign
4,5,4,284,0,1,malignant,malignant
4,5,4,75,0.9,0.1,benign,benign
4,5,4,404,0.9,0.1,benign,benign
4,5,4,215,0,1,malignant,malignant
4,5,4,628,1,0,benign,benign
4,5,4,178,1,0,benign,benign
4,5,4,391,0,1,malignant,malignant
4,5,4,375,1,0,benign,benign
4,5,4,525,1,0,benign,benign
4,5,4,214,0,1,malignant,malignant
4,5,4,34,1,0,benign,benign
4,5,4,426,0.4,0.6,malignant,benign
4,5,4,453,0.314518,0.685482,malignant,malignant
4,5,4,495,1,0,benign,benign
4,5,4,443,1,0,benign,benign
4,5,4,436,0,1,malignant,malignant
4,5,4,667,1,0,benign,benign
4,5,4,243,1,0,benign,benign
4,5,4,591,0,1,malignant,malignant
4,5,4,397,1,0,benign,benign
4,5,4,615,1,0,benign,benign
4,5,4,669,0,1,malignant,malignant
4,5,4,573,1,0,benign,benign
4,5,4,663,1,0,benign,benign
4,5,4,522,0.1,0.9,malignant,malignant
4,5,4,607,1,0,benign,benign
4,5,4,279,0,1,malignant,malignant
4,5,4,632,1,0,benign,benign
4,5,4,693,1,0,benign,benign
4,5,4,263,0,1,malignant,malignant
4,5,4,598,1,0,benign,benign
4,5,4,383,1,0,benign,benign
4,5,4,506,0,1,malignant,malignant
4,5,4,445,1,0,benign,benign
4,5,4,461,1,0,benign,benign
4,5,4,175,0,1,malignant,malignant
4,5,4,460,1,0,benign,benign
4,5,4,469,1,0,benign,benign
4,5,4,117,0.214518,0.785482,malignant,malignant
4,5,4,496,1,0,benign,benign
4,5,4,577,1,0,benign,benign
4,5,4,173,0,1,malignant,malignant
4,5,4,447,1,0,benign,benign
4,5,4,559,1,0,benign,benign
4,5,4,633,0,1,malignant,malignant
4,5,4,331,1,0,benign,benign
4,5,4,248,0.7,0.3,benign,benign
4,5,4,14,0.2,0.8,malignant,malignant
4,5,4,372,1,0,benign,benign
4,5,4,562,1,0,benign,benign
4,5,4,126,0,1,malignant,malignant
4,5,4,143,1,0,benign,benign
4,5,4,342,1,0,benign,benign
4,5,4,251,0,1,malignant,malignant
4,5,4,504,1,0,benign,benign
4,5,4,32,0,1,malignant,malignant
4,5,4,92,1,0,benign,benign
4,5,4,161,1,0,benign,benign
4,5,4,109,0,1,malignant,malignant
4,5,4,640,0.9,0.1,benign,benign
4,5,4,134,1,0,benign,benign
4,5,4,124,0.2,0.8,malignant,malignant
4,5,4,458,1,0,benign,benign
4,5,4,204,1,0,benign,benign
4,5,4,12,0.3,0.7,malignant,malignant
4,5,4,689,1,0,benign,benign
4,5,5,35,1,0,benign,benign
4,5,5,166,0,1,malignant,malignant
4,5,5,287,1,0,benign,benign
4,5,5,566,1,0,benign,benign
4,5,5,284,0,1,malignant,malignant
4,5,5,75,1,0,benign,benign
4,5,5,404,1,0,benign,benign
4,5,5,215,0,1,malignant,malignant
4,5,5,628,1,0,benign,benign
4,5,5,178,1,0,benign,benign
4,5,5,391,0,1,malignant,malignant
4,5,5,375,1,0,benign,benign
4,5,5,525,1,0,benign,benign
4,5,5,214,0,1,malignant,malignant
4,5,5,34,1,0,benign,benign
4,5,5,426,0.6,0.4,benign,benign
4,5,5,453,0.5,0.5,benign,malignant
4,5,5,495,1,0,benign,benign
4,5,5,443,1,0,benign,benign
4,5,5,436,0,1,malignant,malignant
4,5,5,667,1,0,benign,benign
4,5,5,243,1,0,benign,benign
4,5,5,591,0,1,malignant,malignant
4,5,5,397,1,0,benign,benign
4,5,5,615,1,0,benign,benign
4,5,5,669,0,1,malignant,malignant
4,5,5,573,1,0,benign,benign
4,5,5,663,1,0,benign,benign
4,5,5,522,0.1,0.9,malignant,malignant
4,5,5,607,1,0,benign,benign
4,5,5,279,0,1,malignant,malignant
4,5,5,632,1,0,benign,benign
4,5,5,693,1,0,benign,benign
4,5,5,263,0.2,0.8,malignant,malignant
4,5,5,598,1,0,benign,benign
4,5,5,383,1,0,benign,benign
4,5,5,506,0,1,malignant,malignant
4,5,5,445,1,0,benign,benign
4,5,5,461,0.9,0.1,benign,benign
4,5,5,175,0,1,malignant,malignant
4,5,5,460,1,0,benign,benign
4,5,5,469,1,0,benign,benign
4,5,5,117,0.5,0.5,benign,malignant
4,5,5,496,1,0,benign,benign
4,5,5,577,1,0,benign,benign
4,5,5,173,0,1,malignant,malignant
4,5,5,447,1,0,benign,benign
4,5,5,559,1,0,benign,benign
4,5,5,633,0.2,0.8,malignant,malignant
4,5,5,331,1,0,benign,benign
4,5,5,248,0.8,0.2,benign,benign
4,5,5,14,0.1,0.9,malignant,malignant
4,5,5,372,1,0,benign,benign
4,5,5,562,1,0,benign,benign
4,5,5,126,0,1,malignant,malignant
4,5,5,143,1,0,benign,benign
4,5,5,342,1,0,benign,benign
4,5,5,251,0,1,malignant,malignant
4,5,5,504,1,0,benign,benign
4,5,5,32,0,1,malignant,malignant
4,5,5,92,1,0,benign,benign
4,5,5,161,1,0,benign,benign
4,5,5,109,0.1,0.9,malignant,malignant
4,5,5,640,1,0,benign,benign
4,5,5,134,1,0,benign,benign
4,5,5,124,0,1,malignant,malignant
4,5,5,458,1,0,benign,benign
4,5,5,204,1,0,benign,benign
4,5,5,12,0.7,0.3,benign,malignant
4,5,5,689,1,0,benign,benign
4,5,6,35,1,0,benign,benign
4,5,6,166,0.1,0.9,malignant,malignant
4,5,6,287,1,0,benign,benign
4,5,6,566,1,0,benign,benign
4,5,6,284,0,1,malignant,malignant
4,5,6,75,0.9,0.1,benign,benign
4,5,6,404,1,0,benign,benign
4,5,6,215,0,1,malignant,malignant
4,5,6,628,1,0,benign,benign
4,5,6,178,1,0,benign,benign
4,5,6,391,0,1,malignant,malignant
4,5,6,375,1,0,benign,benign
4,5,6,525,1,0,benign,benign
4,5,6,214,0,1,malignant,malignant
4,5,6,34,1,0,benign,benign
4,5,6,426,0.6,0.4,benign,benign
4,5,6,453,0,1,malignant,malignant
4,5,6,495,1,0,benign,benign
4,5,6,443,1,0,benign,benign
4,5,6,436,0.1,0.9,malignant,malignant
4,5,6,667,1,0,benign,benign
4,5,6,243,1,0,benign,benign
4,5,6,591,0.1,0.9,malignant,malignant
4,5,6,397,1,0,benign,benign
4,5,6,615,1,0,benign,benign
4,5,6,669,0,1,malignant,malignant
4,5,6,573,1,0,benign,benign
4,5,6,663,1,0,benign,benign
4,5,6,522,0,1,malignant,malignant
4,5,6,607,1,0,benign,benign
4,5,6,279,0,1,malignant,malignant
4,5,6,632,1,0,benign,benign
4,5,6,693,1,0,benign,benign
4,5,6,263,0,1,malignant,malignant
4,5,6,598,1,0,benign,benign
4,5,6,383,1,0,benign,benign
4,5,6,506,0.1,0.9,malignant,malignant
4,5,6,445,1,0,benign,benign
4,5,6,461,1,0,benign,benign
4,5,6,175,0,1,malignant,malignant
4,5,6,460,1,0,benign,benign
4,5,6,469,1,0,benign,benign
4,5,6,117,0,1,malignant,malignant
4,5,6,496,1,0,benign,benign
4,5,6,577,1,0,benign,benign
4,5,6,173,0,1,malignant,malignant
4,5,6,447,1,0,benign,benign
4,5,6,559,1,0,benign,benign
4,5,6,633,0.1,0.9,malignant,malignant
4,5,6,331,1,0,benign,benign
4,5,6,248,0.9,0.1,benign,benign
4,5,6,14,0,1,malignant,malignant
4,5,6,372,1,0,benign,benign
4,5,6,562,1,0,benign,benign
4,5,6,126,0,1,malignant,malignant
4,5,6,143,1,0,benign,benign
4,5,6,342,1,0,benign,benign
4,5,6,251,0,1,malignant,malignant
4,5,6,504,1,0,benign,benign
4,5,6,32,0,1,malignant,malignant
4,5,6,92,1,0,benign,benign
4,5,6,161,1,0,benign,benign
4,5,6,109,0.1,0.9,malignant,malignant
4,5,6,640,1,0,benign,benign
4,5,6,134,1,0,benign,benign
4,5,6,124,0,1,malignant,malignant
4,5,6,458,1,0,benign,benign
4,5,6,204,1,0,benign,benign
4,5,6,12,0.7,0.3,benign,malignant
4,5,6,689,1,0,benign,benign
4,5,7,35,1,0,benign,benign
4,5,7,166,0.3,0.7,malignant,malignant
4,5,7,287,1,0,benign,benign
4,5,7,566,1,0,benign,benign
4,5,7,284,0,1,malignant,malignant
4,5,7,75,0.9,0.1,benign,benign
4,5,7,404,1,0,benign,benign
4,5,7,215,0,1,malignant,malignant
4,5,7,628,1,0,benign,benign
4,5,7,178,1,0,benign,benign
4,5,7,391,0,1,malignant,malignant
4,5,7,375,1,0,benign,benign
4,5,7,525,1,0,benign,benign
4,5,7,214,0,1,malignant,malignant
4,5,7,34,1,0,benign,benign
4,5,7,426,1,0,benign,benign
4,5,7,453,0.1,0.9,malignant,malignant
4,5,7,495,1,0,benign,benign
4,5,7,443,1,0,benign,benign
4,5,7,436,0,1,malignant,malignant
4,5,7,667,1,0,benign,benign
4,5,7,243,0.9,0.1,benign,benign
4,5,7,591,0,1,malignant,malignant
4,5,7,397,1,0,benign,benign
4,5,7,615,1,0,benign,benign
4,5,7,669,0,1,malignant,malignant
4,5,7,573,1,0,benign,benign
4,5,7,663,1,0,benign,benign
4,5,7,522,0.1,0.9,malignant,malignant
4,5,7,607,1,0,benign,benign
4,5,7,279,0,1,malignant,malignant
4,5,7,632,1,0,benign,benign
4,5,7,693,1,0,benign,benign
4,5,7,263,0,1,malignant,malignant
4,5,7,598,1,0,benign,benign
4,5,7,383,1,0,benign,benign
4,5,7,506,0,1,malignant,malignant
4,5,7,445,1,0,benign,benign
4,5,7,461,1,0,benign,benign
4,5,7,175,0.1,0.9,malignant,malignant
4,5,7,460,1,0,benign,benign
4,5,7,469,1,0,benign,benign
4,5,7,117,0,1,malignant,malignant
4,5,7,496,1,0,benign,benign
4,5,7,577,1,0,benign,benign
4,5,7,173,0.1,0.9,malignant,malignant
4,5,7,447,1,0,benign,benign
4,5,7,559,1,0,benign,benign
4,5,7,633,0.1,0.9,malignant,malignant
4,5,7,331,1,0,benign,benign
4,5,7,248,1,0,benign,benign
4,5,7,14,0,1,malignant,malignant
4,5,7,372,1,0,benign,benign
4,5,7,562,1,0,benign,benign
4,5,7,126,0,1,malignant,malignant
4,5,7,143,1,0,benign,benign
4,5,7,342,1,0,benign,benign
4,5,7,251,0,1,malignant,malignant
4,5,7,504,1,0,benign,benign
4,5,7,32,0,1,malignant,malignant
4,5,7,92,1,0,benign,benign
4,5,7,161,1,0,benign,benign
4,5,7,109,0.1,0.9,malignant,malignant
4,5,7,640,1,0,benign,benign
4,5,7,134,1,0,benign,benign
4,5,7,124,0.1,0.9,malignant,malignant
4,5,7,458,1,0,benign,benign
4,5,7,204,1,0,benign,benign
4,5,7,12,0.4,0.6,malignant,malignant
4,5,7,689,0.85,0.15,benign,benign
4,6,0,281,1,0,benign,benign
4,6,0,246,0,1,malignant,malignant
4,6,0,153,1,0,benign,benign
4,6,0,634,1,0,benign,benign
4,6,0,648,0,1,malignant,malignant
4,6,0,119,1,0,benign,benign
4,6,0,80,0.8,0.2,benign,benign
4,6,0,592,0.3,0.7,malignant,malignant
4,6,0,88,1,0,benign,benign
4,6,0,29,1,0,benign,benign
4,6,0,386,0,1,malignant,malignant
4,6,0,362,0.8,0.2,benign,benign
4,6,0,335,1,0,benign,benign
4,6,0,59,0,1,malignant,malignant
4,6,0,371,1,0,benign,benign
4,6,0,695,1,0,benign,benign
4,6,0,111,0.1,0.9,malignant,malignant
4,6,0,195,1,0,benign,benign
4,6,0,152,0,1,malignant,malignant
4,6,0,257,1,0,benign,benign
4,6,0,677,1,0,benign,benign
4,6,0,289,0,1,malignant,malignant
4,6,0,374,1,0,benign,benign
4,6,0,138,1,0,benign,benign
4,6,0,188,0.1,0.9,malignant,malignant
4,6,0,690,1,0,benign,benign
4,6,0,655,1,0,benign,benign
4,6,0,100,0.3,0.7,malignant,malignant
4,6,0,528,1,0,benign,benign
4,6,0,83,0.8,0.2,benign,benign
4,6,0,260,0,1,malignant,malignant
4,6,0,156,1,0,benign,benign
4,6,0,541,1,0,benign,benign
4,6,0,39,0.2,0.8,malignant,malignant
4,6,0,0,1,0,benign,benign
4,6,0,474,1,0,benign,benign
4,6,0,60,0.2,0.8,malignant,malignant
4,6,0,423,1,0,benign,benign
4,6,0,97,1,0,benign,benign
4,6,0,218,0,1,malignant,malignant
4,6,0,388,1,0,benign,benign
4,6,0,448,1,0,benign,benign
4,6,0,549,0.2,0.8,malignant,malignant
4,6,0,291,1,0,benign,benign
4,6,0,429,1,0,benign,benign
4,6,0,151,0.6,0.4,benign,malignant
4,6,0,410,1,0,benign,benign
4,6,0,186,0,1,malignant,malignant
4,6,0,502,1,0,benign,benign
4,6,0,168,1,0,benign,benign
4,6,0,206,0,1,malignant,malignant
4,6,0,162,1,0,benign,benign
4,6,0,2,1,0,benign,benign
4,6,0,128,0.3,0.7,malignant,malignant
4,6,0,147,0.9,0.1,benign,benign
4,6,0,659,1,0,benign,benign
4,6,0,344,0.1,0.9,malignant,malignant
4,6,0,365,1,0,benign,benign
4,6,0,77,0.8,0.2,benign,benign
4,6,0,142,0,1,malignant,malignant
4,6,0,516,1,0,benign,benign
4,6,0,642,1,0,benign,benign
4,6,0,610,0.2,0.8,malignant,malignant
4,6,0,125,1,0,benign,benign
4,6,0,424,1,0,benign,benign
4,6,0,359,0.4,0.6,malignant,malignant
4,6,0,225,1,0,benign,benign
4,6,0,259,0,1,malignant,benign
4,6,0,299,0.6,0.4,benign,malignant
4,6,0,540,1,0,benign,benign
4,6,1,281,1,0,benign,benign
4,6,1,246,0,1,malignant,malignant
4,6,1,153,1,0,benign,benign
4,6,1,634,1,0,benign,benign
4,6,1,648,0,1,malignant,malignant
4,6,1,119,1,0,benign,benign
4,6,1,80,0.8,0.2,benign,benign
4,6,1,592,0.1,0.9,malignant,malignant
4,6,1,88,1,0,benign,benign
4,6,1,29,1,0,benign,benign
4,6,1,386,0,1,malignant,malignant
4,6,1,362,0.9,0.1,benign,benign
4,6,1,335,1,0,benign,benign
4,6,1,59,0.1,0.9,malignant,malignant
4,6,1,371,1,0,benign,benign
4,6,1,695,1,0,benign,benign
4,6,1,111,0.1,0.9,malignant,malignant
4,6,1,195,1,0,benign,benign
4,6,1,152,0,1,malignant,malignant
4,6,1,257,1,0,benign,benign
4,6,1,677,1,0,benign,benign
4,6,1,289,0,1,malignant,malignant
4,6,1,374,1,0,benign,benign
4,6,1,138,1,0,benign,benign
4,6,1,188,0.1,0.9,malignant,malignant
4,6,1,690,1,0,benign,benign
4,6,1,655,1,0,benign,benign
4,6,1,100,0.2,0.8,malignant,malignant
4,6,1,528,1,0,benign,benign
4,6,1,83,0.8,0.2,benign,benign
4,6,1,260,0,1,malignant,malignant
4,6,1,156,1,0,benign,benign
4,6,1,541,1,0,benign,benign
4,6,1,39,0.5,0.5,benign,malignant
4,6,1,0,1,0,benign,benign
4,6,1,474,1,0,benign,benign
4,6,1,60,0.1,0.9,malignant,malignant
4,6,1,423,1,0,benign,benign
4,6,1,97,1,0,benign,benign
4,6,1,218,0,1,malignant,malignant
4,6,1,388,1,0,benign,benign
4,6,1,448,1,0,benign,benign
4,6,1,549,0.1,0.9,malignant,malignant
4,6,1,291,1,0,benign,benign
4,6,1,429,1,0,benign,benign
4,6,1,151,0.6,0.4,benign,malignant
4,6,1,410,1,0,benign,benign
4,6,1,186,0.3,0.7,malignant,malignant
4,6,1,502,1,0,benign,benign
4,6,1,168,1,0,benign,benign
4,6,1,206,0.1,0.9,malignant,malignant
4,6,1,162,1,0,benign,benign
4,6,1,2,1,0,benign,benign
4,6,1,128,0.1,0.9,malignant,malignant
4,6,1,147,0.9,0.1,benign,benign
4,6,1,659,1,0,benign,benign
4,6,1,344,0.1,0.9,malignant,malignant
4,6,1,365,1,0,benign,benign
4,6,1,77,0.7,0.3,benign,benign
4,6,1,142,0.1,0.9,malignant,malignant
4,6,1,516,1,0,benign,benign
4,6,1,642,1,0,benign,benign
4,6,1,610,0,1,malignant,malignant
4,6,1,125,1,0,benign,benign
4,6,1,424,1,0,benign,benign
4,6,1,359,0.1,0.9,malignant,malignant
4,6,1,225,1,0,benign,benign
4,6,1,259,0,1,malignant,benign
4,6,1,299,0.6,0.4,benign,malignant
4,6,1,540,1,0,benign,benign
4,6,2,281,1,0,benign,benign
4,6,2,246,0,1,malignant,malignant
4,6,2,153,1,0,benign,benign
4,6,2,634,1,0,benign,benign
4,6,2,648,0,1,malignant,malignant
4,6,2,119,1,0,benign,benign
4,6,2,80,0.6,0.4,benign,benign
4,6,2,592,0.1,0.9,malignant,malignant
4,6,2,88,1,0,benign,benign
4,6,2,29,1,0,benign,benign
4,6,2,386,0,1,malignant,malignant
4,6,2,362,1,0,benign,benign
4,6,2,335,1,0,benign,benign
4,6,2,59,0.2,0.8,malignant,malignant
4,6,2,371,1,0,benign,benign
4,6,2,695,1,0,benign,benign
4,6,2,111,0.3,0.7,malignant,malignant
4,6,2,195,1,0,benign,benign
4,6,2,152,0,1,malignant,malignant
4,6,2,257,1,0,benign,benign
4,6,2,677,1,0,benign,benign
4,6,2,289,0.1,0.9,malignant,malignant
4,6,2,374,1,0,benign,benign
4,6,2,138,1,0,benign,benign
4,6,2,188,0.1,0.9,malignant,malignant
4,6,2,690,1,0,benign,benign
4,6,2,655,1,0,benign,benign
4,6,2,100,0,1,malignant,malignant
4,6,2,528,1,0,benign,benign
4,6,2,83,0.5,0.5,benign,benign
4,6,2,260,0,1,malignant,malignant
4,6,2,156,1,0,benign,benign
4,6,2,541,1,0,benign,benign
4,6,2,39,0.5,0.5,benign,malignant
4,6,2,0,1,0,benign,benign
4,6,2,474,1,0,benign,benign
4,6,2,60,0.1,0.9,malignant,malignant
4,6,2,423,1,0,benign,benign
4,6,2,97,1,0,benign,benign
4,6,2,218,0,1,malignant,malignant
4,6,2,388,1,0,benign,benign
4,6,2,448,1,0,benign,benign
4,6,2,549,0,1,malignant,malignant
4,6,2,291,1,0,benign,benign
4,6,2,429,1,0,benign,benign
4,6,2,151,0.1,0.9,malignant,malignant
4,6,2,410,1,0,benign,benign
4,6,2,186,0.2,0.8,malignant,malignant
4,6,2,502,1,0,benign,benign
4,6,2,168,1,0,benign,benign
4,6,2,206,0.1,0.9,malignant,malignant
4,6,2,162,1,0,benign,benign
4,6,2,2,1,0,benign,benign
4,6,2,128,0.1,0.9,malignant,malignant
4,6,2,147,1,0,benign,benign
4,6,2,659,1,0,benign,benign
4,6,2,344,0,1,malignant,malignant
4,6,2,365,1,0,benign,benign
4,6,2,77,1,0,benign,benign
4,6,2,142,0,1,malignant,malignant
4,6,2,516,1,0,benign,benign
4,6,2,642,1,0,benign,benign
4,6,2,610,0.1,0.9,malignant,malignant
4,6,2,125,1,0,benign,benign
4,6,2,424,1,0,benign,benign
4,6,2,359,0.1,0.9,malignant,malignant
4,6,2,225,1,0,benign,benign
4,6,2,259,0.2,0.8,malignant,benign
4,6,2,299,0,1,malignant,malignant
4,6,2,540,1,0,benign,benign
4,6,3,281,1,0,benign,benign
4,6,3,246,0,1,malignant,malignant
4,6,3,153,1,0,benign,benign
4,6,3,634,1,0,benign,benign
4,6,3,648,0.2,0.8,malignant,malignant
4,6,3,119,1,0,benign,benign
4,6,3,80,0.9,0.1,benign,benign
4,6,3,592,0,1,malignant,malignant
4,6,3,88,1,0,benign,benign
4,6,3,29,1,0,benign,benign
4,6,3,386,0,1,malignant,malignant
4,6,3,362,1,0,benign,benign
4,6,3,335,1,0,benign,benign
4,6,3,59,0,1,malignant,malignant
4,6,3,371,1,0,benign,benign
4,6,3,695,1,0,benign,benign
4,6,3,111,0.1,0.9,malignant,malignant
4,6,3,195,1,0,benign,benign
4,6,3,152,0,1,malignant,malignant
4,6,3,257,1,0,benign,benign
4,6,3,677,1,0,benign,benign
4,6,3,289,0.1,0.9,malignant,malignant
4,6,3,374,1,0,benign,benign
4,6,3,138,1,0,benign,benign
4,6,3,188,0.2,0.8,malignant,malignant
4,6,3,690,1,0,benign,benign
4,6,3,655,1,0,benign,benign
4,6,3,100,0,1,malignant,malignant
4,6,3,528,0.9,0.1,benign,benign
4,6,3,83,0.9,0.1,benign,benign
4,6,3,260,0,1,malignant,malignant
4,6,3,156,1,0,benign,benign
4,6,3,541,1,0,benign,benign
4,6,3,39,0.302206,0.697794,malignant,malignant
4,6,3,0,1,0,benign,benign
4,6,3,474,1,0,benign,benign
4,6,3,60,0.4,0.6,malignant,malignant
4,6,3,423,1,0,benign,benign
4,6,3,97,1,0,benign,benign
4,6,3,218,0.1,0.9,malignant,malignant
4,6,3,388,1,0,benign,benign
4,6,3,448,1,0,benign,benign
4,6,3,549,0,1,malignant,malignant
4,6,3,291,1,0,benign,benign
4,6,3,429,1,0,benign,benign
4,6,3,151,0,1,malignant,malignant
4,6,3,410,1,0,benign,benign
4,6,3,186,0.1,0.9,malignant,malignant
4,6,3,502,1,0,benign,benign
4,6,3,168,1,0,benign,benign
4,6,3,206,0,1,malignant,malignant
4,6,3,162,1,0,benign,benign
4,6,3,2,1,0,benign,benign
4,6,3,128,0,1,malignant,malignant
4,6,3,147,1,0,benign,benign
4,6,3,659,1,0,benign,benign
4,6,3,344,0,1,malignant,malignant
4,6,3,365,1,0,benign,benign
4,6,3,77,0.9,0.1,benign,benign
4,6,3,142,0,1,malignant,malignant
4,6,3,516,1,0,benign,benign
4,6,3,642,1,0,benign,benign
4,6,3,610,0.1,0.9,malignant,malignant
4,6,3,125,1,0,benign,benign
4,6,3,424,1,0,benign,benign
4,6,3,359,0,1,malignant,malignant
4,6,3,225,1,0,benign,benign
4,6,3,259,0,1,malignant,benign
4,6,3,299,0.1,0.9,malignant,malignant
4,6,3,540,1,0,benign,benign
4,6,4,281,1,0,benign,benign
4,6,4,246,0,1,malignant,malignant
4,6,4,153,1,0,benign,benign
4,6,4,634,1,0,benign,benign
4,6,4,648,0,1,malignant,malignant
4,6,4,119,1,0,benign,benign
4,6,4,80,0.9,0.1,benign,benign
4,6,4,592,0.1,0.9,malignant,malignant
4,6,4,88,1,0,benign,benign
4,6,4,29,1,0,benign,benign
4,6,4,386,0,1,malignant,malignant
4,6,4,362,0.9,0.1,benign,benign
4,6,4,335,1,0,benign,benign
4,6,4,59,0.2,0.8,malignant,malignant
4,6,4,371,1,0,benign,benign
4,6,4,695,1,0,benign,benign
4,6,4,111,0.3,0.7,malignant,malignant
4,6,4,195,1,0,benign,benign
4,6,4,152,0,1,malignant,malignant
4,6,4,257,1,0,benign,benign
4,6,4,677,1,0,benign,benign
4,6,4,289,0,1,malignant,malignant
4,6,4,374,1,0,benign,benign
4,6,4,138,1,0,benign,benign
4,6,4,188,0,1,malignant,malignant
4,6,4,690,0.9,0.1,benign,benign
4,6,4,655,1,0,benign,benign
4,6,4,100,0,1,malignant,malignant
4,6,4,528,0.9,0.1,benign,benign
4,6,4,83,0.9,0.1,benign,benign
4,6,4,260,0,1,malignant,malignant
4,6,4,156,1,0,benign,benign
4,6,4,541,1,0,benign,benign
4,6,4,39,0.4,0.6,malignant,malignant
4,6,4,0,1,0,benign,benign
4,6,4,474,1,0,benign,benign
4,6,4,60,0.2,0.8,malignant,malignant
4,6,4,423,1,0,benign,benign
4,6,4,97,1,0,benign,benign
4,6,4,218,0,1,malignant,malignant
4,6,4,388,1,0,benign,benign
4,6,4,448,1,0,benign,benign
4,6,4,549,0,1,malignant,malignant
4,6,4,291,1,0,benign,benign
4,6,4,429,1,0,benign,benign
4,6,4,151,0,1,malignant,malignant
4,6,4,410,1,0,benign,benign
4,6,4,186,0,1,malignant,malignant
4,6,4,502,1,0,benign,benign
4,6,4,168,1,0,benign,benign
4,6,4,206,0,1,malignant,malignant
4,6,4,162,1,0,benign,benign
4,6,4,2,1,0,benign,benign
4,6,4,128,0,1,malignant,malignant
4,6,4,147,1,0,benign,benign
4,6,4,659,1,0,benign,benign
4,6,4,344,0.1,0.9,malignant,malignant
4,6,4,365,1,0,benign,benign
4,6,4,77,1,0,benign,benign
4,6,4,142,0.2,0.8,malignant,malignant
4,6,4,516,1,0,benign,benign
4,6,4,642,1,0,benign,benign
4,6,4,610,0.1,0.9,malignant,malignant
4,6,4,125,1,0,benign,benign
4,6,4,424,1,0,benign,benign
4,6,4,359,0,1,malignant,malignant
4,6,4,225,1,0,benign,benign
4,6,4,259,0,1,malignant,benign
4,6,4,299,0.1,0.9,malignant,malignant
4,6,4,540,1,0,benign,benign
4,6,5,281,1,0,benign,benign
4,6,5,246,0,1,malignant,malignant
4,6,5,153,1,0,benign,benign
4,6,5,634,1,0,benign,benign
4,6,5,648,0,1,malignant,malignant
4,6,5,119,1,0,benign,benign
4,6,5,80,1,0,benign,benign
4,6,5,592,0.4,0.6,malignant,malignant
4,6,5,88,1,0,benign,benign
4,6,5,29,1,0,benign,benign
4,6,5,386,0.1,0.9,malignant,malignant
4,6,5,362,0.9,0.1,benign,benign
4,6,5,335,1,0,benign,benign
4,6,5,59,0.1,0.9,malignant,malignant
4,6,5,371,1,0,benign,benign
4,6,5,695,1,0,benign,benign
4,6,5,111,0.1,0.9,malignant,malignant
4,6,5,195,1,0,benign,benign
4,6,5,152,0,1,malignant,malignant
4,6,5,257,1,0,benign,benign
4,6,5,677,1,0,benign,benign
4,6,5,289,0.1,0.9,malignant,malignant
4,6,5,374,1,0,benign,benign
4,6,5,138,1,0,benign,benign
4,6,5,188,0,1,malignant,malignant
4,6,5,690,1,0,benign,benign
4,6,5,655,1,0,benign,benign
4,6,5,100,0.1,0.9,malignant,malignant
4,6,5,528,1,0,benign,benign
4,6,5,83,1,0,benign,benign
4,6,5,260,0,1,malignant,malignant
4,6,5,156,1,0,benign,benign
4,6,5,541,1,0,benign,benign
4,6,5,39,0.7,0.3,benign,malignant
4,6,5,0,1,0,benign,benign
4,6,5,474,1,0,benign,benign
4,6,5,60,0.2,0.8,malignant,malignant
4,6,5,423,1,0,benign,benign
4,6,5,97,1,0,benign,benign
4,6,5,218,0,1,malignant,malignant
4,6,5,388,1,0,benign,benign
4,6,5,448,1,0,benign,benign
4,6,5,549,0.2,0.8,malignant,malignant
4,6,5,291,1,0,benign,benign
4,6,5,429,1,0,benign,benign
4,6,5,151,0.1,0.9,malignant,malignant
4,6,5,410,1,0,benign,benign
4,6,5,186,0.1,0.9,malignant,malignant
4,6,5,502,1,0,benign,benign
4,6,5,168,1,0,benign,benign
4,6,5,206,0,1,malignant,malignant
4,6,5,162,1,0,benign,benign
4,6,5,2,1,0,benign,benign
4,6,5,128,0,1,malignant,malignant
4,6,5,147,1,0,benign,benign
4,6,5,659,1,0,benign,benign
4,6,5,344,0.1,0.9,malignant,malignant
4,6,5,365,1,0,benign,benign
4,6,5,77,0.9,0.1,benign,benign
4,6,5,142,0.1,0.9,malignant,malignant
4,6,5,516,1,0,benign,benign
4,6,5,642,1,0,benign,benign
4,6,5,610,0,1,malignant,malignant
4,6,5,125,1,0,benign,benign
4,6,5,424,1,0,benign,benign
4,6,5,359,0,1,malignant,malignant
4,6,5,225,1,0,benign,benign
4,6,5,259,0,1,malignant,benign
4,6,5,299,0.3,0.7,malignant,malignant
4,6,5,540,1,0,benign,benign
4,6,6,281,1,0,benign,benign
4,6,6,246,0,1,malignant,malignant
4,6,6,153,1,0,benign,benign
4,6,6,634,1,0,benign,benign
4,6,6,648,0,1,malignant,malignant
4,6,6,119,1,0,benign,benign
4,6,6,80,1,0,benign,benign
4,6,6,592,0.2,0.8,malignant,malignant
4,6,6,88,1,0,benign,benign
4,6,6,29,1,0,benign,benign
4,6,6,386,0,1,malignant,malignant
4,6,6,362,1,0,benign,benign
4,6,6,335,1,0,benign,benign
4,6,6,59,0.251724,0.748276,malignant,malignant
4,6,6,371,1,0,benign,benign
4,6,6,695,1,0,benign,benign
4,6,6,111,0,1,malignant,malignant
4,6,6,195,1,0,benign,benign
4,6,6,152,0,1,malignant,malignant
4,6,6,257,1,0,benign,benign
4,6,6,677,1,0,benign,benign
4,6,6,289,0,1,malignant,malignant
4,6,6,374,1,0,benign,benign
4,6,6,138,1,0,benign,benign
4,6,6,188,0,1,malignant,malignant
4,6,6,690,1,0,benign,benign
4,6,6,655,1,0,benign,benign
4,6,6,100,0.2,0.8,malignant,malignant
4,6,6,528,1,0,benign,benign
4,6,6,83,1,0,benign,benign
4,6,6,260,0,1,malignant,malignant
4,6,6,156,1,0,benign,benign
4,6,6,541,1,0,benign,benign
4,6,6,39,0.4,0.6,malignant,malignant
4,6,6,0,1,0,benign,benign
4,6,6,474,1,0,benign,benign
4,6,6,60,0.1,0.9,malignant,malignant
4,6,6,423,1,0,benign,benign
4,6,6,97,1,0,benign,benign
4,6,6,218,0,1,malignant,malignant
4,6,6,388,1,0,benign,benign
4,6,6,448,1,0,benign,benign
4,6,6,549,0,1,malignant,malignant
4,6,6,291,1,0,benign,benign
4,6,6,429,1,0,benign,benign
4,6,6,151,0.4,0.6,malignant,malignant
4,6,6,410,1,0,benign,benign
4,6,6,186,0.1,0.9,malignant,malignant
4,6,6,502,1,0,benign,benign
4,6,6,168,1,0,benign,benign
4,6,6,206,0,1,malignant,malignant
4,6,6,162,1,0,benign,benign
4,6,6,2,1,0,benign,benign
4,6,6,128,0.1,0.9,malignant,malignant
4,6,6,147,1,0,benign,benign
4,6,6,659,1,0,benign,benign
4,6,6,344,0,1,malignant,malignant
4,6,6,365,1,0,benign,benign
4,6,6,77,0.9,0.1,benign,benign
4,6,6,142,0.1,0.9,malignant,malignant
4,6,6,516,1,0,benign,benign
4,6,6,642,1,0,benign,benign
4,6,6,610,0,1,malignant,malignant
4,6,6,125,1,0,benign,benign
4,6,6,424,1,0,benign,benign
4,6,6,359,0.5,0.5,benign,malignant
4,6,6,225,1,0,benign,benign
4,6,6,259,0,1,malignant,benign
4,6,6,299,0.2,0.8,malignant,malignant
4,6,6,540,0.9,0.1,benign,benign
4,6,7,281,1,0,benign,benign
4,6,7,246,0,1,malignant,malignant
4,6,7,153,1,0,benign,benign
4,6,7,634,1,0,benign,benign
4,6,7,648,0,1,malignant,malignant
4,6,7,119,1,0,benign,benign
4,6,7,80,1,0,benign,benign
4,6,7,592,0,1,malignant,malignant
4,6,7,88,1,0,benign,benign
4,6,7,29,1,0,benign,benign
4,6,7,386,0.2,0.8,malignant,malignant
4,6,7,362,0.9,0.1,benign,benign
4,6,7,335,1,0,benign,benign
4,6,7,59,0.4,0.6,malignant,malignant
4,6,7,371,1,0,benign,benign
4,6,7,695,1,0,benign,benign
4,6,7,111,0,1,malignant,malignant
4,6,7,195,1,0,benign,benign
4,6,7,152,0,1,malignant,malignant
4,6,7,257,1,0,benign,benign
4,6,7,677,1,0,benign,benign
4,6,7,289,0.2,0.8,malignant,malignant
4,6,7,374,1,0,benign,benign
4,6,7,138,1,0,benign,benign
4,6,7,188,0.1,0.9,malignant,malignant
4,6,7,690,1,0,benign,benign
4,6,7,655,1,0,benign,benign
4,6,7,100,0,1,malignant,malignant
4,6,7,528,0.9,0.1,benign,benign
4,6,7,83,1,0,benign,benign
4,6,7,260,0,1,malignant,malignant
4,6,7,156,1,0,benign,benign
4,6,7,541,1,0,benign,benign
4,6,7,39,0.1,0.9,malignant,malignant
4,6,7,0,1,0,benign,benign
4,6,7,474,1,0,benign,benign
4,6,7,60,0.3,0.7,malignant,malignant
4,6,7,423,1,0,benign,benign
4,6,7,97,1,0,benign,benign
4,6,7,218,0.1,0.9,malignant,malignant
4,6,7,388,1,0,benign,benign
4,6,7,448,1,0,benign,benign
4,6,7,549,0,1,malignant,malignant
4,6,7,291,1,0,benign,benign
4,6,7,429,1,0,benign,benign
4,6,7,151,0,1,malignant,malignant
4,6,7,410,1,0,benign,benign
4,6,7,186,0,1,malignant,malignant
4,6,7,502,1,0,benign,benign
4,6,7,168,1,0,benign,benign
4,6,7,206,0,1,malignant,malignant
4,6,7,162,1,0,benign,benign
4,6,7,2,1,0,benign,benign
4,6,7,128,0.2,0.8,malignant,malignant
4,6,7,147,1,0,benign,benign
4,6,7,659,1,0,benign,benign
4,6,7,344,0,1,malignant,malignant
4,6,7,365,1,0,benign,benign
4,6,7,77,1,0,benign,benign
4,6,7,142,0,1,malignant,malignant
4,6,7,516,1,0,benign,benign
4,6,7,642,1,0,benign,benign
4,6,7,610,0,1,malignant,malignant
4,6,7,125,1,0,benign,benign
4,6,7,424,1,0,benign,benign
4,6,7,359,0.1,0.9,malignant,malignant
4,6,7,225,1,0,benign,benign
4,6,7,259,0.2,0.8,malignant,benign
4,6,7,299,0.000559,0.999441,malignant,malignant
4,6,7,540,1,0,benign,benign
4,7,0,314,1,0,benign,benign
4,7,0,489,0.6,0.4,benign,malignant
4,7,0,431,0.8,0.2,benign,benign
4,7,0,622,1,0,benign,benign
4,7,0,487,0,1,malignant,malignant
4,7,0,115,1,0,benign,benign
4,7,0,479,0,1,malignant,malignant
4,7,0,307,1,0,benign,benign
4,7,0,401,1,0,benign,benign
4,7,0,253,0,1,malignant,malignant
4,7,0,674,1,0,benign,benign
4,7,0,69,1,0,benign,benign
4,7,0,636,0,1,malignant,malignant
4,7,0,476,1,0,benign,benign
4,7,0,19,1,0,benign,benign
4,7,0,84,0,1,malignant,malignant
4,7,0,351,1,0,benign,benign
4,7,0,26,1,0,benign,benign
4,7,0,353,0,1,malignant,malignant
4,7,0,235,1,0,benign,benign
4,7,0,274,1,0,benign,benign
4,7,0,339,0,1,malignant,malignant
4,7,0,402,0.8,0.2,benign,benign
4,7,0,616,1,0,benign,benign
4,7,0,608,0,1,malignant,malignant
4,7,0,638,1,0,benign,benign
4,7,0,576,1,0,benign,benign
4,7,0,55,0,1,malignant,malignant
4,7,0,529,1,0,benign,benign
4,7,0,127,1,0,benign,benign
4,7,0,98,0,1,malignant,malignant
4,7,0,202,1,0,benign,benign
4,7,0,507,1,0,benign,benign
4,7,0,238,0,1,malignant,malignant
4,7,0,439,1,0,benign,benign
4,7,0,67,0.2,0.8,malignant,malignant
4,7,0,644,1,0,benign,benign
4,7,0,396,1,0,benign,benign
4,7,0,87,0,1,malignant,malignant
4,7,0,384,1,0,benign,benign
4,7,0,623,1,0,benign,benign
4,7,0,317,0,1,malignant,malignant
4,7,0,102,1,0,benign,benign
4,7,0,617,1,0,benign,benign
4,7,0,305,0.1,0.9,malignant,malignant
4,7,0,234,0.8,0.2,benign,benign
4,7,0,692,1,0,benign,benign
4,7,0,223,0,1,malignant,malignant
4,7,0,524,1,0,benign,benign
4,7,0,338,1,0,benign,benign
4,7,0,5,0,1,malignant,malignant
4,7,0,422,0.8,0.2,benign,benign
4,7,0,249,1,0,benign,benign
4,7,0,698,0,1,malignant,malignant
4,7,0,499,1,0,benign,benign
4,7,0,393,1,0,benign,benign
4,7,0,519,0,1,malignant,malignant
4,7,0,27,1,0,benign,benign
4,7,0,324,1,0,benign,benign
4,7,0,179,0.7,0.3,benign,malignant
4,7,0,407,1,0,benign,benign
4,7,0,555,0.6,0.4,benign,benign
4,7,0,357,0,1,malignant,malignant
4,7,0,45,1,0,benign,benign
4,7,0,366,0,1,malignant,malignant
4,7,0,551,1,0,benign,benign
4,7,0,78,1,0,benign,benign
4,7,0,38,0.1,0.9,malignant,malignant
4,7,0,276,1,0,benign,benign
4,7,0,575,1,0,benign,benign
4,7,1,314,1,0,benign,benign
4,7,1,489,0.2,0.8,malignant,malignant
4,7,1,431,1,0,benign,benign
4,7,1,622,1,0,benign,benign
4,7,1,487,0,1,malignant,malignant
4,7,1,115,1,0,benign,benign
4,7,1,479,0.1,0.9,malignant,malignant
4,7,1,307,1,0,benign,benign
4,7,1,401,1,0,benign,benign
4,7,1,253,0,1,malignant,malignant
4,7,1,674,1,0,benign,benign
4,7,1,69,1,0,benign,benign
4,7,1,636,0.1,0.9,malignant,malignant
4,7,1,476,1,0,benign,benign
4,7,1,19,1,0,benign,benign
4,7,1,84,0.2,0.8,malignant,malignant
4,7,1,351,1,0,benign,benign
4,7,1,26,1,0,benign,benign
4,7,1,353,0.4,0.6,malignant,malignant
4,7,1,235,0.8875,0.1125,benign,benign
4,7,1,274,1,0,benign,benign
4,7,1,339,0.1,0.9,malignant,malignant
4,7,1,402,0.7,0.3,benign,benign
4,7,1,616,1,0,benign,benign
4,7,1,608,0,1,malignant,malignant
4,7,1,638,1,0,benign,benign
4,7,1,576,1,0,benign,benign
4,7,1,55,0,1,malignant,malignant
4,7,1,529,1,0,benign,benign
4,7,1,127,1,0,benign,benign
4,7,1,98,0,1,malignant,malignant
4,7,1,202,1,0,benign,benign
4,7,1,507,1,0,benign,benign
4,7,1,238,0,1,malignant,malignant
4,7,1,439,1,0,benign,benign
4,7,1,67,0,1,malignant,malignant
4,7,1,644,1,0,benign,benign
4,7,1,396,1,0,benign,benign
4,7,1,87,0.3,0.7,malignant,malignant
4,7,1,384,1,0,benign,benign
4,7,1,623,1,0,benign,benign
4,7,1,317,0,1,malignant,malignant
4,7,1,102,1,0,benign,benign
4,7,1,617,0.9875,0.0125,benign,benign
4,7,1,305,0,1,malignant,malignant
4,7,1,234,0.8,0.2,benign,benign
4,7,1,692,1,0,benign,benign
4,7,1,223,0,1,malignant,malignant
4,7,1,524,1,0,benign,benign
4,7,1,338,1,0,benign,benign
4,7,1,5,0.1,0.9,malignant,malignant
4,7,1,422,0.8,0.2,benign,benign
4,7,1,249,0.9875,0.0125,benign,benign
4,7,1,698,0.2,0.8,malignant,malignant
4,7,1,499,1,0,benign,benign
4,7,1,393,1,0,benign,benign
4,7,1,519,0.3,0.7,malignant,malignant
4,7,1,27,1,0,benign,benign
4,7,1,324,1,0,benign,benign
4,7,1,179,0.3,0.7,malignant,malignant
4,7,1,407,1,0,benign,benign
4,7,1,555,0.5,0.5,benign,benign
4,7,1,357,0,1,malignant,malignant
4,7,1,45,1,0,benign,benign
4,7,1,366,0,1,malignant,malignant
4,7,1,551,1,0,benign,benign
4,7,1,78,1,0,benign,benign
4,7,1,38,0,1,malignant,malignant
4,7,1,276,1,0,benign,benign
4,7,1,575,1,0,benign,benign
4,7,2,314,1,0,benign,benign
4,7,2,489,0.4,0.6,malignant,malignant
4,7,2,431,1,0,benign,benign
4,7,2,622,0.8,0.2,benign,benign
4,7,2,487,0,1,malignant,malignant
4,7,2,115,1,0,benign,benign
4,7,2,479,0.3,0.7,malignant,malignant
4,7,2,307,1,0,benign,benign
4,7,2,401,1,0,benign,benign
4,7,2,253,0,1,malignant,malignant
4,7,2,674,1,0,benign,benign
4,7,2,69,1,0,benign,benign
4,7,2,636,0.1,0.9,malignant,malignant
4,7,2,476,1,0,benign,benign
4,7,2,19,1,0,benign,benign
4,7,2,84,0.2,0.8,malignant,malignant
4,7,2,351,1,0,benign,benign
4,7,2,26,1,0,benign,benign
4,7,2,353,0.4,0.6,malignant,malignant
4,7,2,235,0.969903,0.030097,benign,benign
4,7,2,274,1,0,benign,benign
4,7,2,339,0,1,malignant,malignant
4,7,2,402,1,0,benign,benign
4,7,2,616,1,0,benign,benign
4,7,2,608,0,1,malignant,malignant
4,7,2,638,1,0,benign,benign
4,7,2,576,1,0,benign,benign
4,7,2,55,0.1,0.9,malignant,malignant
4,7,2,529,1,0,benign,benign
4,7,2,127,1,0,benign,benign
4,7,2,98,0,1,malignant,malignant
4,7,2,202,1,0,benign,benign
4,7,2,507,1,0,benign,benign
4,7,2,238,0,1,malignant,malignant
4,7,2,439,1,0,benign,benign
4,7,2,67,0.4,0.6,malignant,malignant
4,7,2,644,1,0,benign,benign
4,7,2,396,1,0,benign,benign
4,7,2,87,0.2,0.8,malignant,malignant
4,7,2,384,1,0,benign,benign
4,7,2,623,1,0,benign,benign
4,7,2,317,0,1,malignant,malignant
4,7,2,102,1,0,benign,benign
4,7,2,617,0.998837,0.001163,benign,benign
4,7,2,305,0,1,malignant,malignant
4,7,2,234,0.8,0.2,benign,benign
4,7,2,692,1,0,benign,benign
4,7,2,223,0,1,malignant,malignant
4,7,2,524,1,0,benign,benign
4,7,2,338,1,0,benign,benign
4,7,2,5,0,1,malignant,malignant
4,7,2,422,0.9,0.1,benign,benign
4,7,2,249,0.998837,0.001163,benign,benign
4,7,2,698,0.3,0.7,malignant,malignant
4,7,2,499,1,0,benign,benign
4,7,2,393,1,0,benign,benign
4,7,2,519,0.3,0.7,malignant,malignant
4,7,2,27,1,0,benign,benign
4,7,2,324,1,0,benign,benign
4,7,2,179,0.6,0.4,benign,malignant
4,7,2,407,1,0,benign,benign
4,7,2,555,0.8,0.2,benign,benign
4,7,2,357,0,1,malignant,malignant
4,7,2,45,0.9,0.1,benign,benign
4,7,2,366,0,1,malignant,malignant
4,7,2,551,1,0,benign,benign
4,7,2,78,1,0,benign,benign
4,7,2,38,0,1,malignant,malignant
4,7,2,276,1,0,benign,benign
4,7,2,575,1,0,benign,benign
4,7,3,314,1,0,benign,benign
4,7,3,489,0.302206,0.697794,malignant,malignant
4,7,3,431,1,0,benign,benign
4,7,3,622,0.6,0.4,benign,benign
4,7,3,487,0,1,malignant,malignant
4,7,3,115,0.902206,0.097794,benign,benign
4,7,3,479,0.1,0.9,malignant,malignant
4,7,3,307,1,0,benign,benign
4,7,3,401,1,0,benign,benign
4,7,3,253,0,1,malignant,malignant
4,7,3,674,1,0,benign,benign
4,7,3,69,1,0,benign,benign
4,7,3,636,0,1,malignant,malignant
4,7,3,476,1,0,benign,benign
4,7,3,19,1,0,benign,benign
4,7,3,84,0.1,0.9,malignant,malignant
4,7,3,351,1,0,benign,benign
4,7,3,26,1,0,benign,benign
4,7,3,353,0.1,0.9,malignant,malignant
4,7,3,235,0.997794,0.002206,benign,benign
4,7,3,274,1,0,benign,benign
4,7,3,339,0,1,malignant,malignant
4,7,3,402,0.9,0.1,benign,benign
4,7,3,616,1,0,benign,benign
4,7,3,608,0.1,0.9,malignant,malignant
4,7,3,638,1,0,benign,benign
4,7,3,576,1,0,benign,benign
4,7,3,55,0,1,malignant,malignant
4,7,3,529,1,0,benign,benign
4,7,3,127,1,0,benign,benign
4,7,3,98,0,1,malignant,malignant
4,7,3,202,1,0,benign,benign
4,7,3,507,0.902206,0.097794,benign,benign
4,7,3,238,0,1,malignant,malignant
4,7,3,439,1,0,benign,benign
4,7,3,67,0.3,0.7,malignant,malignant
4,7,3,644,1,0,benign,benign
4,7,3,396,1,0,benign,benign
4,7,3,87,0.1,0.9,malignant,malignant
4,7,3,384,1,0,benign,benign
4,7,3,623,1,0,benign,benign
4,7,3,317,0.1,0.9,malignant,malignant
4,7,3,102,1,0,benign,benign
4,7,3,617,0.997794,0.002206,benign,benign
4,7,3,305,0,1,malignant,malignant
4,7,3,234,0.8,0.2,benign,benign
4,7,3,692,1,0,benign,benign
4,7,3,223,0,1,malignant,malignant
4,7,3,524,1,0,benign,benign
4,7,3,338,1,0,benign,benign
4,7,3,5,0,1,malignant,malignant
4,7,3,422,1,0,benign,benign
4,7,3,249,0.997794,0.002206,benign,benign
4,7,3,698,0.2,0.8,malignant,malignant
4,7,3,499,1,0,benign,benign
4,7,3,393,1,0,benign,benign
4,7,3,519,0.2,0.8,malignant,malignant
4,7,3,27,1,0,benign,benign
4,7,3,324,1,0,benign,benign
4,7,3,179,0.5,0.5,benign,malignant
4,7,3,407,1,0,benign,benign
4,7,3,555,0.9,0.1,benign,benign
4,7,3,357,0,1,malignant,malignant
4,7,3,45,1,0,benign,benign
4,7,3,366,0.1,0.9,malignant,malignant
4,7,3,551,1,0,benign,benign
4,7,3,78,1,0,benign,benign
4,7,3,38,0.2,0.8,malignant,malignant
4,7,3,276,1,0,benign,benign
4,7,3,575,1,0,benign,benign
4,7,4,314,1,0,benign,benign
4,7,4,489,0.8,0.2,benign,malignant
4,7,4,431,0.8,0.2,benign,benign
4,7,4,622,1,0,benign,benign
4,7,4,487,0,1,malignant,malignant
4,7,4,115,1,0,benign,benign
4,7,4,479,0.2,0.8,malignant,malignant
4,7,4,307,1,0,benign,benign
4,7,4,401,1,0,benign,benign
4,7,4,253,0,1,malignant,malignant
4,7,4,674,1,0,benign,benign
4,7,4,69,1,0,benign,benign
4,7,4,636,0,1,malignant,malignant
4,7,4,476,1,0,benign,benign
4,7,4,19,1,0,benign,benign
4,7,4,84,0,1,malignant,malignant
4,7,4,351,1,0,benign,benign
4,7,4,26,1,0,benign,benign
4,7,4,353,0,1,malignant,malignant
4,7,4,235,0.888877,0.111123,benign,benign
4,7,4,274,1,0,benign,benign
4,7,4,339,0.1,0.9,malignant,malignant
4,7,4,402,1,0,benign,benign
4,7,4,616,1,0,benign,benign
4,7,4,608,0.032692,0.967308,malignant,malignant
4,7,4,638,1,0,benign,benign
4,7,4,576,1,0,benign,benign
4,7,4,55,0,1,malignant,malignant
4,7,4,529,1,0,benign,benign
4,7,4,127,1,0,benign,benign
4,7,4,98,0,1,malignant,malignant
4,7,4,202,1,0,benign,benign
4,7,4,507,1,0,benign,benign
4,7,4,238,0,1,malignant,malignant
4,7,4,439,1,0,benign,benign
4,7,4,67,0.1,0.9,malignant,malignant
4,7,4,644,1,0,benign,benign
4,7,4,396,1,0,benign,benign
4,7,4,87,0,1,malignant,malignant
4,7,4,384,1,0,benign,benign
4,7,4,623,1,0,benign,benign
4,7,4,317,0,1,malignant,malignant
4,7,4,102,1,0,benign,benign
4,7,4,617,1,0,benign,benign
4,7,4,305,0,1,malignant,malignant
4,7,4,234,0.7,0.3,benign,benign
4,7,4,692,1,0,benign,benign
4,7,4,223,0,1,malignant,malignant
4,7,4,524,1,0,benign,benign
4,7,4,338,1,0,benign,benign
4,7,4,5,0,1,malignant,malignant
4,7,4,422,0.8,0.2,benign,benign
4,7,4,249,1,0,benign,benign
4,7,4,698,0.2,0.8,malignant,malignant
4,7,4,499,1,0,benign,benign
4,7,4,393,1,0,benign,benign
4,7,4,519,0.132692,0.867308,malignant,malignant
4,7,4,27,1,0,benign,benign
4,7,4,324,1,0,benign,benign
4,7,4,179,0.232692,0.767308,malignant,malignant
4,7,4,407,1,0,benign,benign
4,7,4,555,0.8,0.2,benign,benign
4,7,4,357,0,1,malignant,malignant
4,7,4,45,1,0,benign,benign
4,7,4,366,0,1,malignant,malignant
4,7,4,551,1,0,benign,benign
4,7,4,78,1,0,benign,benign
4,7,4,38,0.1,0.9,malignant,malignant
4,7,4,276,1,0,benign,benign
4,7,4,575,1,0,benign,benign
4,7,5,314,1,0,benign,benign
4,7,5,489,0.7,0.3,benign,malignant
4,7,5,431,1,0,benign,benign
4,7,5,622,0.7,0.3,benign,benign
4,7,5,487,0,1,malignant,malignant
4,7,5,115,1,0,benign,benign
4,7,5,479,0,1,malignant,malignant
4,7,5,307,1,0,benign,benign
4,7,5,401,1,0,benign,benign
4,7,5,253,0,1,malignant,malignant
4,7,5,674,1,0,benign,benign
4,7,5,69,1,0,benign,benign
4,7,5,636,0,1,malignant,malignant
4,7,5,476,1,0,benign,benign
4,7,5,19,1,0,benign,benign
4,7,5,84,0.2,0.8,malignant,malignant
4,7,5,351,1,0,benign,benign
4,7,5,26,1,0,benign,benign
4,7,5,353,0.1,0.9,malignant,malignant
4,7,5,235,0.883124,0.116876,benign,benign
4,7,5,274,1,0,benign,benign
4,7,5,339,0,1,malignant,malignant
4,7,5,402,0.9,0.1,benign,benign
4,7,5,616,1,0,benign,benign
4,7,5,608,0,1,malignant,malignant
4,7,5,638,1,0,benign,benign
4,7,5,576,1,0,benign,benign
4,7,5,55,0,1,malignant,malignant
4,7,5,529,1,0,benign,benign
4,7,5,127,1,0,benign,benign
4,7,5,98,0,1,malignant,malignant
4,7,5,202,1,0,benign,benign
4,7,5,507,1,0,benign,benign
4,7,5,238,0,1,malignant,malignant
4,7,5,439,1,0,benign,benign
4,7,5,67,0.5,0.5,benign,malignant
4,7,5,644,1,0,benign,benign
4,7,5,396,1,0,benign,benign
4,7,5,87,0.2,0.8,malignant,malignant
4,7,5,384,1,0,benign,benign
4,7,5,623,1,0,benign,benign
4,7,5,317,0,1,malignant,malignant
4,7,5,102,1,0,benign,benign
4,7,5,617,0.994978,0.005022,benign,benign
4,7,5,305,0.2,0.8,malignant,malignant
4,7,5,234,0.8,0.2,benign,benign
4,7,5,692,1,0,benign,benign
4,7,5,223,0,1,malignant,malignant
4,7,5,524,1,0,benign,benign
4,7,5,338,1,0,benign,benign
4,7,5,5,0,1,malignant,malignant
4,7,5,422,0.8,0.2,benign,benign
4,7,5,249,0.989256,0.010744,benign,benign
4,7,5,698,0,1,malignant,malignant
4,7,5,499,1,0,benign,benign
4,7,5,393,1,0,benign,benign
4,7,5,519,0,1,malignant,malignant
4,7,5,27,1,0,benign,benign
4,7,5,324,1,0,benign,benign
4,7,5,179,0.7,0.3,benign,malignant
4,7,5,407,1,0,benign,benign
4,7,5,555,0.8,0.2,benign,benign
4,7,5,357,0,1,malignant,malignant
4,7,5,45,1,0,benign,benign
4,7,5,366,0,1,malignant,malignant
4,7,5,551,1,0,benign,benign
4,7,5,78,1,0,benign,benign
4,7,5,38,0.2,0.8,malignant,malignant
4,7,5,276,1,0,benign,benign
4,7,5,575,1,0,benign,benign
4,7,6,314,1,0,benign,benign
4,7,6,489,1,0,benign,malignant
4,7,6,431,0.9,0.1,benign,benign
4,7,6,622,0.5,0.5,benign,benign
4,7,6,487,0,1,malignant,malignant
4,7,6,115,1,0,benign,benign
4,7,6,479,0,1,malignant,malignant
4,7,6,307,1,0,benign,benign
4,7,6,401,1,0,benign,benign
4,7,6,253,0,1,malignant,malignant
4,7,6,674,1,0,benign,benign
4,7,6,69,1,0,benign,benign
4,7,6,636,0.1,0.9,malignant,malignant
4,7,6,476,1,0,benign,benign
4,7,6,19,1,0,benign,benign
4,7,6,84,0,1,malignant,malignant
4,7,6,351,1,0,benign,benign
4,7,6,26,1,0,benign,benign
4,7,6,353,0.2,0.8,malignant,malignant
4,7,6,235,0.964865,0.035135,benign,benign
4,7,6,274,1,0,benign,benign
4,7,6,339,0.1,0.9,malignant,malignant
4,7,6,402,0.9,0.1,benign,benign
4,7,6,616,1,0,benign,benign
4,7,6,608,0,1,malignant,malignant
4,7,6,638,1,0,benign,benign
4,7,6,576,1,0,benign,benign
4,7,6,55,0,1,malignant,malignant
4,7,6,529,1,0,benign,benign
4,7,6,127,1,0,benign,benign
4,7,6,98,0,1,malignant,malignant
4,7,6,202,1,0,benign,benign
4,7,6,507,1,0,benign,benign
4,7,6,238,0,1,malignant,malignant
4,7,6,439,1,0,benign,benign
4,7,6,67,0.4,0.6,malignant,malignant
4,7,6,644,1,0,benign,benign
4,7,6,396,1,0,benign,benign
4,7,6,87,0,1,malignant,malignant
4,7,6,384,1,0,benign,benign
4,7,6,623,1,0,benign,benign
4,7,6,317,0,1,malignant,malignant
4,7,6,102,1,0,benign,benign
4,7,6,617,1,0,benign,benign
4,7,6,305,0,1,malignant,malignant
4,7,6,234,0.7,0.3,benign,benign
4,7,6,692,1,0,benign,benign
4,7,6,223,0,1,malignant,malignant
4,7,6,524,1,0,benign,benign
4,7,6,338,1,0,benign,benign
4,7,6,5,0,1,malignant,malignant
4,7,6,422,0.7,0.3,benign,benign
4,7,6,249,1,0,benign,benign
4,7,6,698,0,1,malignant,malignant
4,7,6,499,1,0,benign,benign
4,7,6,393,1,0,benign,benign
4,7,6,519,0.1,0.9,malignant,malignant
4,7,6,27,1,0,benign,benign
4,7,6,324,1,0,benign,benign
4,7,6,179,0.6,0.4,benign,malignant
4,7,6,407,1,0,benign,benign
4,7,6,555,0.8,0.2,benign,benign
4,7,6,357,0,1,malignant,malignant
4,7,6,45,1,0,benign,benign
4,7,6,366,0,1,malignant,malignant
4,7,6,551,1,0,benign,benign
4,7,6,78,1,0,benign,benign
4,7,6,38,0.1,0.9,malignant,malignant
4,7,6,276,1,0,benign,benign
4,7,6,575,1,0,benign,benign
4,7,7,314,1,0,benign,benign
4,7,7,489,0.9,0.1,benign,malignant
4,7,7,431,1,0,benign,benign
4,7,7,622,0.8,0.2,benign,benign
4,7,7,487,0,1,malignant,malignant
4,7,7,115,1,0,benign,benign
4,7,7,479,0,1,malignant,malignant
4,7,7,307,1,0,benign,benign
4,7,7,401,1,0,benign,benign
4,7,7,253,0,1,malignant,malignant
4,7,7,674,1,0,benign,benign
4,7,7,69,1,0,benign,benign
4,7,7,636,0.016502,0.983498,malignant,malignant
4,7,7,476,1,0,benign,benign
4,7,7,19,1,0,benign,benign
4,7,7,84,0,1,malignant,malignant
4,7,7,351,1,0,benign,benign
4,7,7,26,1,0,benign,benign
4,7,7,353,0.1,0.9,malignant,malignant
4,7,7,235,0.918391,0.081609,benign,benign
4,7,7,274,1,0,benign,benign
4,7,7,339,0,1,malignant,malignant
4,7,7,402,1,0,benign,benign
4,7,7,616,1,0,benign,benign
4,7,7,608,0,1,malignant,malignant
4,7,7,638,1,0,benign,benign
4,7,7,576,1,0,benign,benign
4,7,7,55,0,1,malignant,malignant
4,7,7,529,1,0,benign,benign
4,7,7,127,1,0,benign,benign
4,7,7,98,0,1,malignant,malignant
4,7,7,202,1,0,benign,benign
4,7,7,507,1,0,benign,benign
4,7,7,238,0,1,malignant,malignant
4,7,7,439,1,0,benign,benign
4,7,7,67,0.2,0.8,malignant,malignant
4,7,7,644,1,0,benign,benign
4,7,7,396,1,0,benign,benign
4,7,7,87,0.2,0.8,malignant,malignant
4,7,7,384,1,0,benign,benign
4,7,7,623,1,0,benign,benign
4,7,7,317,0.1,0.9,malignant,malignant
4,7,7,102,1,0,benign,benign
4,7,7,617,0.992305,0.007695,benign,benign
4,7,7,305,0,1,malignant,malignant
4,7,7,234,0.8,0.2,benign,benign
4,7,7,692,1,0,benign,benign
4,7,7,223,0,1,malignant,malignant
4,7,7,524,1,0,benign,benign
4,7,7,338,1,0,benign,benign
4,7,7,5,0,1,malignant,malignant
4,7,7,422,0.9,0.1,benign,benign
4,7,7,249,1,0,benign,benign
4,7,7,698,0.1,0.9,malignant,malignant
4,7,7,499,1,0,benign,benign
4,7,7,393,1,0,benign,benign
4,7,7,519,0,1,malignant,malignant
4,7,7,27,1,0,benign,benign
4,7,7,324,1,0,benign,benign
4,7,7,179,0.6,0.4,benign,malignant
4,7,7,407,1,0,benign,benign
4,7,7,555,0.6875,0.3125,benign,benign
4,7,7,357,0,1,malignant,malignant
4,7,7,45,1,0,benign,benign
4,7,7,366,0,1,malignant,malignant
4,7,7,551,1,0,benign,benign
4,7,7,78,1,0,benign,benign
4,7,7,38,0.2,0.8,malignant,malignant
4,7,7,276,1,0,benign,benign
4,7,7,575,1,0,benign,benign
4,8,0,329,0,1,malignant,malignant
4,8,0,477,1,0,benign,benign
4,8,0,158,0.9,0.1,benign,benign
4,8,0,381,0.2,0.8,malignant,malignant
4,8,0,241,1,0,benign,benign
4,8,0,684,1,0,benign,benign
4,8,0,515,0.1,0.9,malignant,malignant
4,8,0,434,0,1,malignant,benign
4,8,0,108,1,0,benign,benign
4,8,0,49,0,1,malignant,malignant
4,8,0,485,1,0,benign,benign
4,8,0,415,0.8,0.2,benign,benign
4,8,0,334,0,1,malignant,malignant
4,8,0,4,1,0,benign,benign
4,8,0,64,1,0,benign,benign
4,8,0,43,0,1,malignant,malignant
4,8,0,484,1,0,benign,benign
4,8,0,118,0.8,0.2,benign,benign
4,8,0,349,0.7,0.3,benign,malignant
4,8,0,369,1,0,benign,benign
4,8,0,517,1,0,benign,benign
4,8,0,493,0,1,malignant,malignant
4,8,0,48,1,0,benign,benign
4,8,0,697,0,1,malignant,malignant
4,8,0,169,1,0,benign,benign
4,8,0,203,1,0,benign,benign
4,8,0,691,0,1,malignant,malignant
4,8,0,497,1,0,benign,benign
4,8,0,172,1,0,benign,benign
4,8,0,286,0,1,malignant,malignant
4,8,0,13,1,0,benign,benign
4,8,0,508,1,0,benign,benign
4,8,0,105,0.5,0.5,benign,malignant
4,8,0,452,1,0,benign,benign
4,8,0,593,1,0,benign,benign
4,8,0,106,0,1,malignant,malignant
4,8,0,557,1,0,benign,benign
4,8,0,110,0.6,0.4,benign,benign
4,8,0,42,0,1,malignant,malignant
4,8,0,450,1,0,benign,benign
4,8,0,618,1,0,benign,benign
4,8,0,356,0.8,0.2,benign,malignant
4,8,0,428,1,0,benign,benign
4,8,0,651,1,0,benign,benign
4,8,0,177,0,1,malignant,malignant
4,8,0,182,1,0,benign,benign
4,8,0,654,1,0,benign,benign
4,8,0,21,0,1,malignant,malignant
4,8,0,76,1,0,benign,benign
4,8,0,558,1,0,benign,benign
4,8,0,57,0.6,0.4,benign,malignant
4,8,0,430,0.8,0.2,benign,benign
4,8,0,680,0,1,malignant,malignant
4,8,0,354,1,0,benign,benign
4,8,0,451,1,0,benign,benign
4,8,0,336,0,1,malignant,malignant
4,8,0,139,1,0,benign,benign
4,8,0,379,0.4,0.6,malignant,benign
4,8,0,247,0.1,0.9,malignant,malignant
4,8,0,606,1,0,benign,benign
4,8,0,509,1,0,benign,benign
4,8,0,112,0.6,0.4,benign,malignant
4,8,0,9,1,0,benign,benign
4,8,0,442,1,0,benign,benign
4,8,0,159,0,1,malignant,malignant
4,8,0,40,0,1,malignant,benign
4,8,0,207,1,0,benign,benign
4,8,0,205,0,1,malignant,malignant
4,8,0,589,1,0,benign,benign
4,8,0,478,1,0,benign,benign
4,8,1,329,0,1,malignant,malignant
4,8,1,477,1,0,benign,benign
4,8,1,158,0.9625,0.0375,benign,benign
4,8,1,381,0.1,0.9,malignant,malignant
4,8,1,241,1,0,benign,benign
4,8,1,684,1,0,benign,benign
4,8,1,515,0.2,0.8,malignant,malignant
4,8,1,434,0,1,malignant,benign
4,8,1,108,0.9,0.1,benign,benign
4,8,1,49,0,1,malignant,malignant
4,8,1,485,0.9,0.1,benign,benign
4,8,1,415,0.6,0.4,benign,benign
4,8,1,334,0,1,malignant,malignant
4,8,1,4,1,0,benign,benign
4,8,1,64,1,0,benign,benign
4,8,1,43,0.2,0.8,malignant,malignant
4,8,1,484,1,0,benign,benign
4,8,1,118,0.9,0.1,benign,benign
4,8,1,349,0.7,0.3,benign,malignant
4,8,1,369,1,0,benign,benign
4,8,1,517,1,0,benign,benign
4,8,1,493,0,1,malignant,malignant
4,8,1,48,1,0,benign,benign
4,8,1,697,0.2,0.8,malignant,malignant
4,8,1,169,1,0,benign,benign
4,8,1,203,1,0,benign,benign
4,8,1,691,0,1,malignant,malignant
4,8,1,497,1,0,benign,benign
4,8,1,172,1,0,benign,benign
4,8,1,286,0,1,malignant,malignant
4,8,1,13,1,0,benign,benign
4,8,1,508,1,0,benign,benign
4,8,1,105,0.3,0.7,malignant,malignant
4,8,1,452,1,0,benign,benign
4,8,1,593,1,0,benign,benign
4,8,1,106,0,1,malignant,malignant
4,8,1,557,1,0,benign,benign
4,8,1,110,0.5,0.5,benign,benign
4,8,1,42,0,1,malignant,malignant
4,8,1,450,1,0,benign,benign
4,8,1,618,1,0,benign,benign
4,8,1,356,0.3,0.7,malignant,malignant
4,8,1,428,1,0,benign,benign
4,8,1,651,1,0,benign,benign
4,8,1,177,0,1,malignant,malignant
4,8,1,182,1,0,benign,benign
4,8,1,654,1,0,benign,benign
4,8,1,21,0.1,0.9,malignant,malignant
4,8,1,76,0.9,0.1,benign,benign
4,8,1,558,1,0,benign,benign
4,8,1,57,0.7,0.3,benign,malignant
4,8,1,430,0.9,0.1,benign,benign
4,8,1,680,0,1,malignant,malignant
4,8,1,354,1,0,benign,benign
4,8,1,451,1,0,benign,benign
4,8,1,336,0.1,0.9,malignant,malignant
4,8,1,139,0.9875,0.0125,benign,benign
4,8,1,379,0.5,0.5,benign,benign
4,8,1,247,0.2,0.8,malignant,malignant
4,8,1,606,1,0,benign,benign
4,8,1,509,1,0,benign,benign
4,8,1,112,0,1,malignant,malignant
4,8,1,9,1,0,benign,benign
4,8,1,442,0.9,0.1,benign,benign
4,8,1,159,0,1,malignant,malignant
4,8,1,40,0.0625,0.9375,malignant,benign
4,8,1,207,1,0,benign,benign
4,8,1,205,0,1,malignant,malignant
4,8,1,589,1,0,benign,benign
4,8,1,478,1,0,benign,benign
4,8,2,329,0,1,malignant,malignant
4,8,2,477,1,0,benign,benign
4,8,2,158,0.983881,0.016119,benign,benign
4,8,2,381,0,1,malignant,malignant
4,8,2,241,1,0,benign,benign
4,8,2,684,1,0,benign,benign
4,8,2,515,0.5,0.5,benign,malignant
4,8,2,434,0,1,malignant,benign
4,8,2,108,0.9,0.1,benign,benign
4,8,2,49,0,1,malignant,malignant
4,8,2,485,1,0,benign,benign
4,8,2,415,0.5,0.5,benign,benign
4,8,2,334,0,1,malignant,malignant
4,8,2,4,1,0,benign,benign
4,8,2,64,1,0,benign,benign
4,8,2,43,0.6,0.4,benign,malignant
4,8,2,484,1,0,benign,benign
4,8,2,118,1,0,benign,benign
4,8,2,349,0.3,0.7,malignant,malignant
4,8,2,369,1,0,benign,benign
4,8,2,517,1,0,benign,benign
4,8,2,493,0,1,malignant,malignant
4,8,2,48,1,0,benign,benign
4,8,2,697,0.3,0.7,malignant,malignant
4,8,2,169,1,0,benign,benign
4,8,2,203,1,0,benign,benign
4,8,2,691,0,1,malignant,malignant
4,8,2,497,1,0,benign,benign
4,8,2,172,1,0,benign,benign
4,8,2,286,0,1,malignant,malignant
4,8,2,13,1,0,benign,benign
4,8,2,508,1,0,benign,benign
4,8,2,105,0.4,0.6,malignant,malignant
4,8,2,452,1,0,benign,benign
4,8,2,593,1,0,benign,benign
4,8,2,106,0,1,malignant,malignant
4,8,2,557,1,0,benign,benign
4,8,2,110,0.5,0.5,benign,benign
4,8,2,42,0,1,malignant,malignant
4,8,2,450,1,0,benign,benign
4,8,2,618,1,0,benign,benign
4,8,2,356,0.4,0.6,malignant,malignant
4,8,2,428,1,0,benign,benign
4,8,2,651,1,0,benign,benign
4,8,2,177,0.1,0.9,malignant,malignant
4,8,2,182,1,0,benign,benign
4,8,2,654,1,0,benign,benign
4,8,2,21,0,1,malignant,malignant
4,8,2,76,1,0,benign,benign
4,8,2,558,1,0,benign,benign
4,8,2,57,0.4,0.6,malignant,malignant
4,8,2,430,1,0,benign,benign
4,8,2,680,0,1,malignant,malignant
4,8,2,354,1,0,benign,benign
4,8,2,451,1,0,benign,benign
4,8,2,336,0.2,0.8,malignant,malignant
4,8,2,139,0.998837,0.001163,benign,benign
4,8,2,379,1,0,benign,benign
4,8,2,247,0.2,0.8,malignant,malignant
4,8,2,606,1,0,benign,benign
4,8,2,509,1,0,benign,benign
4,8,2,112,0,1,malignant,malignant
4,8,2,9,1,0,benign,benign
4,8,2,442,1,0,benign,benign
4,8,2,159,0,1,malignant,malignant
4,8,2,40,0,1,malignant,benign
4,8,2,207,1,0,benign,benign
4,8,2,205,0,1,malignant,malignant
4,8,2,589,1,0,benign,benign
4,8,2,478,1,0,benign,benign
4,8,3,329,0,1,malignant,malignant
4,8,3,477,1,0,benign,benign
4,8,3,158,0.964461,0.035539,benign,benign
4,8,3,381,0,1,malignant,malignant
4,8,3,241,1,0,benign,benign
4,8,3,684,1,0,benign,benign
4,8,3,515,0.6,0.4,benign,malignant
4,8,3,434,0.1,0.9,malignant,benign
4,8,3,108,1,0,benign,benign
4,8,3,49,0,1,malignant,malignant
4,8,3,485,1,0,benign,benign
4,8,3,415,0.7,0.3,benign,benign
4,8,3,334,0,1,malignant,malignant
4,8,3,4,1,0,benign,benign
4,8,3,64,1,0,benign,benign
4,8,3,43,0.5,0.5,benign,malignant
4,8,3,484,1,0,benign,benign
4,8,3,118,1,0,benign,benign
4,8,3,349,0.6,0.4,benign,malignant
4,8,3,369,1,0,benign,benign
4,8,3,517,1,0,benign,benign
4,8,3,493,0,1,malignant,malignant
4,8,3,48,1,0,benign,benign
4,8,3,697,0.102206,0.897794,malignant,malignant
4,8,3,169,1,0,benign,benign
4,8,3,203,1,0,benign,benign
4,8,3,691,0.1,0.9,malignant,malignant
4,8,3,497,1,0,benign,benign
4,8,3,172,1,0,benign,benign
4,8,3,286,0,1,malignant,malignant
4,8,3,13,1,0,benign,benign
4,8,3,508,1,0,benign,benign
4,8,3,105,0.2,0.8,malignant,malignant
4,8,3,452,1,0,benign,benign
4,8,3,593,1,0,benign,benign
4,8,3,106,0,1,malignant,malignant
4,8,3,557,1,0,benign,benign
4,8,3,110,0.9,0.1,benign,benign
4,8,3,42,0,1,malignant,malignant
4,8,3,450,1,0,benign,benign
4,8,3,618,1,0,benign,benign
4,8,3,356,0.5,0.5,benign,malignant
4,8,3,428,1,0,benign,benign
4,8,3,651,1,0,benign,benign
4,8,3,177,0.2,0.8,malignant,malignant
4,8,3,182,1,0,benign,benign
4,8,3,654,1,0,benign,benign
4,8,3,21,0,1,malignant,malignant
4,8,3,76,1,0,benign,benign
4,8,3,558,1,0,benign,benign
4,8,3,57,0.2,0.8,malignant,malignant
4,8,3,430,1,0,benign,benign
4,8,3,680,0,1,malignant,malignant
4,8,3,354,1,0,benign,benign
4,8,3,451,1,0,benign,benign
4,8,3,336,0.2,0.8,malignant,malignant
4,8,3,139,0.997794,0.002206,benign,benign
4,8,3,379,0.9,0.1,benign,benign
4,8,3,247,0,1,malignant,malignant
4,8,3,606,1,0,benign,benign
4,8,3,509,1,0,benign,benign
4,8,3,112,0.1,0.9,malignant,malignant
4,8,3,9,1,0,benign,benign
4,8,3,442,1,0,benign,benign
4,8,3,159,0,1,malignant,malignant
4,8,3,40,0.123077,0.876923,malignant,benign
4,8,3,207,1,0,benign,benign
4,8,3,205,0.1,0.9,malignant,malignant
4,8,3,589,1,0,benign,benign
4,8,3,478,1,0,benign,benign
4,8,4,329,0,1,malignant,malignant
4,8,4,477,1,0,benign,benign
4,8,4,158,1,0,benign,benign
4,8,4,381,0,1,malignant,malignant
4,8,4,241,0.8,0.2,benign,benign
4,8,4,684,1,0,benign,benign
4,8,4,515,0.214518,0.785482,malignant,malignant
4,8,4,434,0,1,malignant,benign
4,8,4,108,1,0,benign,benign
4,8,4,49,0,1,malignant,malignant
4,8,4,485,0.8,0.2,benign,benign
4,8,4,415,0.6,0.4,benign,benign
4,8,4,334,0,1,malignant,malignant
4,8,4,4,0.9,0.1,benign,benign
4,8,4,64,1,0,benign,benign
4,8,4,43,0.5,0.5,benign,malignant
4,8,4,484,1,0,benign,benign
4,8,4,118,1,0,benign,benign
4,8,4,349,0.014518,0.985482,malignant,malignant
4,8,4,369,1,0,benign,benign
4,8,4,517,1,0,benign,benign
4,8,4,493,0,1,malignant,malignant
4,8,4,48,0.9,0.1,benign,benign
4,8,4,697,0.2,0.8,malignant,malignant
4,8,4,169,1,0,benign,benign
4,8,4,203,1,0,benign,benign
4,8,4,691,0,1,malignant,malignant
4,8,4,497,1,0,benign,benign
4,8,4,172,1,0,benign,benign
4,8,4,286,0,1,malignant,malignant
4,8,4,13,1,0,benign,benign
4,8,4,508,1,0,benign,benign
4,8,4,105,0.5,0.5,benign,malignant
4,8,4,452,0.9,0.1,benign,benign
4,8,4,593,1,0,benign,benign
4,8,4,106,0,1,malignant,malignant
4,8,4,557,1,0,benign,benign
4,8,4,110,0.8,0.2,benign,benign
4,8,4,42,0,1,malignant,malignant
4,8,4,450,0.8,0.2,benign,benign
4,8,4,618,1,0,benign,benign
4,8,4,356,0.5,0.5,benign,malignant
4,8,4,428,1,0,benign,benign
4,8,4,651,0.9,0.1,benign,benign
4,8,4,177,0,1,malignant,malignant
4,8,4,182,1,0,benign,benign
4,8,4,654,1,0,benign,benign
4,8,4,21,0.1,0.9,malignant,malignant
4,8,4,76,1,0,benign,benign
4,8,4,558,1,0,benign,benign
4,8,4,57,0.2,0.8,malignant,malignant
4,8,4,430,1,0,benign,benign
4,8,4,680,0,1,malignant,malignant
4,8,4,354,1,0,benign,benign
4,8,4,451,1,0,benign,benign
4,8,4,336,0,1,malignant,malignant
4,8,4,139,1,0,benign,benign
4,8,4,379,0.6,0.4,benign,benign
4,8,4,247,0.2,0.8,malignant,malignant
4,8,4,606,1,0,benign,benign
4,8,4,509,1,0,benign,benign
4,8,4,112,0,1,malignant,malignant
4,8,4,9,1,0,benign,benign
4,8,4,442,0.9,0.1,benign,benign
4,8,4,159,0,1,malignant,malignant
4,8,4,40,0,1,malignant,benign
4,8,4,207,1,0,benign,benign
4,8,4,205,0,1,malignant,malignant
4,8,4,589,1,0,benign,benign
4,8,4,478,1,0,benign,benign
4,8,5,329,0.1,0.9,malignant,malignant
4,8,5,477,1,0,benign,benign
4,8,5,158,1,0,benign,benign
4,8,5,381,0.1,0.9,malignant,malignant
4,8,5,241,0.8,0.2,benign,benign
4,8,5,684,1,0,benign,benign
4,8,5,515,0.4,0.6,malignant,malignant
4,8,5,434,0,1,malignant,benign
4,8,5,108,1,0,benign,benign
4,8,5,49,0,1,malignant,malignant
4,8,5,485,0.7,0.3,benign,benign
4,8,5,415,0.8,0.2,benign,benign
4,8,5,334,0,1,malignant,malignant
4,8,5,4,1,0,benign,benign
4,8,5,64,1,0,benign,benign
4,8,5,43,0.2,0.8,malignant,malignant
4,8,5,484,1,0,benign,benign
4,8,5,118,1,0,benign,benign
4,8,5,349,0.3,0.7,malignant,malignant
4,8,5,369,1,0,benign,benign
4,8,5,517,1,0,benign,benign
4,8,5,493,0,1,malignant,malignant
4,8,5,48,1,0,benign,benign
4,8,5,697,0,1,malignant,malignant
4,8,5,169,0.9,0.1,benign,benign
4,8,5,203,1,0,benign,benign
4,8,5,691,0,1,malignant,malignant
4,8,5,497,1,0,benign,benign
4,8,5,172,1,0,benign,benign
4,8,5,286,0,1,malignant,malignant
4,8,5,13,1,0,benign,benign
4,8,5,508,1,0,benign,benign
4,8,5,105,0.5,0.5,benign,malignant
4,8,5,452,1,0,benign,benign
4,8,5,593,1,0,benign,benign
4,8,5,106,0.1,0.9,malignant,malignant
4,8,5,557,1,0,benign,benign
4,8,5,110,0.9,0.1,benign,benign
4,8,5,42,0,1,malignant,malignant
4,8,5,450,0.8,0.2,benign,benign
4,8,5,618,1,0,benign,benign
4,8,5,356,0.6,0.4,benign,malignant
4,8,5,428,1,0,benign,benign
4,8,5,651,1,0,benign,benign
4,8,5,177,0,1,malignant,malignant
4,8,5,182,1,0,benign,benign
4,8,5,654,1,0,benign,benign
4,8,5,21,0.1,0.9,malignant,malignant
4,8,5,76,0.9,0.1,benign,benign
4,8,5,558,1,0,benign,benign
4,8,5,57,0.2,0.8,malignant,malignant
4,8,5,430,0.9,0.1,benign,benign
4,8,5,680,0,1,malignant,malignant
4,8,5,354,1,0,benign,benign
4,8,5,451,1,0,benign,benign
4,8,5,336,0,1,malignant,malignant
4,8,5,139,0.994978,0.005022,benign,benign
4,8,5,379,0.7,0.3,benign,benign
4,8,5,247,0.2,0.8,malignant,malignant
4,8,5,606,1,0,benign,benign
4,8,5,509,1,0,benign,benign
4,8,5,112,0,1,malignant,malignant
4,8,5,9,1,0,benign,benign
4,8,5,442,0.9,0.1,benign,benign
4,8,5,159,0,1,malignant,malignant
4,8,5,40,0.068,0.932,malignant,benign
4,8,5,207,1,0,benign,benign
4,8,5,205,0,1,malignant,malignant
4,8,5,589,1,0,benign,benign
4,8,5,478,1,0,benign,benign
4,8,6,329,0,1,malignant,malignant
4,8,6,477,1,0,benign,benign
4,8,6,158,1,0,benign,benign
4,8,6,381,0,1,malignant,malignant
4,8,6,241,0.9,0.1,benign,benign
4,8,6,684,1,0,benign,benign
4,8,6,515,0.2,0.8,malignant,malignant
4,8,6,434,0,1,malignant,benign
4,8,6,108,1,0,benign,benign
4,8,6,49,0.1,0.9,malignant,malignant
4,8,6,485,0.9,0.1,benign,benign
4,8,6,415,0.7,0.3,benign,benign
4,8,6,334,0,1,malignant,malignant
4,8,6,4,1,0,benign,benign
4,8,6,64,1,0,benign,benign
4,8,6,43,0.7,0.3,benign,malignant
4,8,6,484,1,0,benign,benign
4,8,6,118,1,0,benign,benign
4,8,6,349,0.3,0.7,malignant,malignant
4,8,6,369,1,0,benign,benign
4,8,6,517,1,0,benign,benign
4,8,6,493,0,1,malignant,malignant
4,8,6,48,1,0,benign,benign
4,8,6,697,0,1,malignant,malignant
4,8,6,169,1,0,benign,benign
4,8,6,203,1,0,benign,benign
4,8,6,691,0.1,0.9,malignant,malignant
4,8,6,497,1,0,benign,benign
4,8,6,172,1,0,benign,benign
4,8,6,286,0,1,malignant,malignant
4,8,6,13,1,0,benign,benign
4,8,6,508,1,0,benign,benign
4,8,6,105,0.4,0.6,malignant,malignant
4,8,6,452,1,0,benign,benign
4,8,6,593,1,0,benign,benign
4,8,6,106,0,1,malignant,malignant
4,8,6,557,1,0,benign,benign
4,8,6,110,0.7,0.3,benign,benign
4,8,6,42,0,1,malignant,malignant
4,8,6,450,0.9,0.1,benign,benign
4,8,6,618,1,0,benign,benign
4,8,6,356,0.3,0.7,malignant,malignant
4,8,6,428,1,0,benign,benign
4,8,6,651,1,0,benign,benign
4,8,6,177,0,1,malignant,malignant
4,8,6,182,1,0,benign,benign
4,8,6,654,1,0,benign,benign
4,8,6,21,0.1,0.9,malignant,malignant
4,8,6,76,1,0,benign,benign
4,8,6,558,1,0,benign,benign
4,8,6,57,0.2,0.8,malignant,malignant
4,8,6,430,1,0,benign,benign
4,8,6,680,0,1,malignant,malignant
4,8,6,354,1,0,benign,benign
4,8,6,451,1,0,benign,benign
4,8,6,336,0,1,malignant,malignant
4,8,6,139,1,0,benign,benign
4,8,6,379,0.7,0.3,benign,benign
4,8,6,247,0.1,0.9,malignant,malignant
4,8,6,606,1,0,benign,benign
4,8,6,509,1,0,benign,benign
4,8,6,112,0.2,0.8,malignant,malignant
4,8,6,9,1,0,benign,benign
4,8,6,442,1,0,benign,benign
4,8,6,159,0,1,malignant,malignant
4,8,6,40,0,1,malignant,benign
4,8,6,207,1,0,benign,benign
4,8,6,205,0,1,malignant,malignant
4,8,6,589,1,0,benign,benign
4,8,6,478,1,0,benign,benign
4,8,7,329,0,1,malignant,malignant
4,8,7,477,1,0,benign,benign
4,8,7,158,0.996104,0.003896,benign,benign
4,8,7,381,0.1,0.9,malignant,malignant
4,8,7,241,1,0,benign,benign
4,8,7,684,1,0,benign,benign
4,8,7,515,0,1,malignant,malignant
4,8,7,434,0.1,0.9,malignant,benign
4,8,7,108,1,0,benign,benign
4,8,7,49,0,1,malignant,malignant
4,8,7,485,0.9,0.1,benign,benign
4,8,7,415,0.8,0.2,benign,benign
4,8,7,334,0,1,malignant,malignant
4,8,7,4,1,0,benign,benign
4,8,7,64,1,0,benign,benign
4,8,7,43,0.420635,0.579365,malignant,malignant
4,8,7,484,1,0,benign,benign
4,8,7,118,1,0,benign,benign
4,8,7,349,0.5,0.5,benign,malignant
4,8,7,369,1,0,benign,benign
4,8,7,517,1,0,benign,benign
4,8,7,493,0,1,malignant,malignant
4,8,7,48,1,0,benign,benign
4,8,7,697,0,1,malignant,malignant
4,8,7,169,1,0,benign,benign
4,8,7,203,1,0,benign,benign
4,8,7,691,0,1,malignant,malignant
4,8,7,497,1,0,benign,benign
4,8,7,172,1,0,benign,benign
4,8,7,286,0,1,malignant,malignant
4,8,7,13,1,0,benign,benign
4,8,7,508,1,0,benign,benign
4,8,7,105,0.4,0.6,malignant,malignant
4,8,7,452,1,0,benign,benign
4,8,7,593,1,0,benign,benign
4,8,7,106,0.1,0.9,malignant,malignant
4,8,7,557,1,0,benign,benign
4,8,7,110,0.8,0.2,benign,benign
4,8,7,42,0,1,malignant,malignant
4,8,7,450,1,0,benign,benign
4,8,7,618,1,0,benign,benign
4,8,7,356,0.6,0.4,benign,malignant
4,8,7,428,1,0,benign,benign
4,8,7,651,1,0,benign,benign
4,8,7,177,0,1,malignant,malignant
4,8,7,182,1,0,benign,benign
4,8,7,654,1,0,benign,benign
4,8,7,21,0,1,malignant,malignant
4,8,7,76,1,0,benign,benign
4,8,7,558,1,0,benign,benign
4,8,7,57,0.4,0.6,malignant,malignant
4,8,7,430,1,0,benign,benign
4,8,7,680,0,1,malignant,malignant
4,8,7,354,1,0,benign,benign
4,8,7,451,1,0,benign,benign
4,8,7,336,0.2,0.8,malignant,malignant
4,8,7,139,0.996104,0.003896,benign,benign
4,8,7,379,0.8,0.2,benign,benign
4,8,7,247,0.1,0.9,malignant,malignant
4,8,7,606,1,0,benign,benign
4,8,7,509,1,0,benign,benign
4,8,7,112,0,1,malignant,malignant
4,8,7,9,1,0,benign,benign
4,8,7,442,1,0,benign,benign
4,8,7,159,0,1,malignant,malignant
4,8,7,40,0.002683,0.997317,malignant,benign
4,8,7,207,1,0,benign,benign
4,8,7,205,0,1,malignant,malignant
4,8,7,589,1,0,benign,benign
4,8,7,478,1,0,benign,benign
4,9,0,304,0.5,0.5,benign,malignant
4,9,0,144,1,0,benign,benign
4,9,0,635,1,0,benign,benign
4,9,0,54,0,1,malignant,malignant
4,9,0,318,0.8,0.2,benign,benign
4,9,0,181,1,0,benign,benign
4,9,0,104,0,1,malignant,malignant
4,9,0,250,1,0,benign,benign
4,9,0,521,0.9,0.1,benign,benign
4,9,0,582,0,1,malignant,malignant
4,9,0,500,1,0,benign,benign
4,9,0,435,0,1,malignant,malignant
4,9,0,232,0,1,malignant,benign
4,9,0,639,1,0,benign,benign
4,9,0,155,0,1,malignant,malignant
4,9,0,370,0.8,0.2,benign,benign
4,9,0,141,1,0,benign,benign
4,9,0,183,0,1,malignant,malignant
4,9,0,462,1,0,benign,benign
4,9,0,657,0,1,malignant,benign
4,9,0,681,0,1,malignant,malignant
4,9,0,672,1,0,benign,benign
4,9,0,3,0,1,malignant,benign
4,9,0,146,0,1,malignant,malignant
4,9,0,614,1,0,benign,benign
4,9,0,613,0.8,0.2,benign,benign
4,9,0,571,0,1,malignant,malignant
4,9,0,664,1,0,benign,benign
4,9,0,192,1,0,benign,benign
4,9,0,295,0,1,malignant,malignant
4,9,0,377,1,0,benign,benign
4,9,0,673,0.8,0.2,benign,benign
4,9,0,488,0.1,0.9,malignant,malignant
4,9,0,480,1,0,benign,benign
4,9,0,399,1,0,benign,benign
4,9,0,514,0,1,malignant,malignant
4,9,0,327,1,0,benign,benign
4,9,0,408,0.8,0.2,benign,benign
4,9,0,36,0,1,malignant,malignant
4,9,0,510,1,0,benign,benign
4,9,0,132,0,1,malignant,malignant
4,9,0,437,1,0,benign,benign
4,9,0,240,1,0,benign,benign
4,9,0,292,0,1,malignant,malignant
4,9,0,61,1,0,benign,benign
4,9,0,395,1,0,benign,benign
4,9,0,262,0,1,malignant,malignant
4,9,0,538,1,0,benign,benign
4,9,0,625,0.9,0.1,benign,benign
4,9,0,288,0.6,0.4,benign,malignant
4,9,0,548,1,0,benign,benign
4,9,0,131,1,0,benign,benign
4,9,0,456,0,1,malignant,malignant
4,9,0,297,0.2,0.8,malignant,benign
4,9,0,682,1,0,benign,benign
4,9,0,56,0,1,malignant,malignant
4,9,0,157,1,0,benign,benign
4,9,0,24,1,0,benign,benign
4,9,0,421,0,1,malignant,malignant
4,9,0,409,1,0,benign,benign
4,9,0,130,1,0,benign,benign
4,9,0,361,0.2,0.8,malignant,malignant
4,9,0,552,0.8,0.2,benign,benign
4,9,0,554,1,0,benign,benign
4,9,0,367,0,1,malignant,malignant
4,9,0,464,1,0,benign,benign
4,9,0,148,0.6,0.4,benign,benign
4,9,0,626,0,1,malignant,malignant
4,9,0,535,1,0,benign,benign
4,9,1,304,0.1,0.9,malignant,malignant
4,9,1,144,1,0,benign,benign
4,9,1,635,0.9,0.1,benign,benign
4,9,1,54,0.1,0.9,malignant,malignant
4,9,1,318,1,0,benign,benign
4,9,1,181,1,0,benign,benign
4,9,1,104,0,1,malignant,malignant
4,9,1,250,1,0,benign,benign
4,9,1,521,1,0,benign,benign
4,9,1,582,0.1,0.9,malignant,malignant
4,9,1,500,1,0,benign,benign
4,9,1,435,0,1,malignant,malignant
4,9,1,232,0.1,0.9,malignant,benign
4,9,1,639,1,0,benign,benign
4,9,1,155,0.1,0.9,malignant,malignant
4,9,1,370,0.8,0.2,benign,benign
4,9,1,141,1,0,benign,benign
4,9,1,183,0,1,malignant,malignant
4,9,1,462,1,0,benign,benign
4,9,1,657,0.2,0.8,malignant,benign
4,9,1,681,0,1,malignant,malignant
4,9,1,672,1,0,benign,benign
4,9,1,3,0,1,malignant,benign
4,9,1,146,0.3,0.7,malignant,malignant
4,9,1,614,1,0,benign,benign
4,9,1,613,1,0,benign,benign
4,9,1,571,0,1,malignant,malignant
4,9,1,664,1,0,benign,benign
4,9,1,192,1,0,benign,benign
4,9,1,295,0,1,malignant,malignant
4,9,1,377,1,0,benign,benign
4,9,1,673,0.6,0.4,benign,benign
4,9,1,488,0.3,0.7,malignant,malignant
4,9,1,480,1,0,benign,benign
4,9,1,399,1,0,benign,benign
4,9,1,514,0,1,malignant,malignant
4,9,1,327,1,0,benign,benign
4,9,1,408,0.9,0.1,benign,benign
4,9,1,36,0,1,malignant,malignant
4,9,1,510,1,0,benign,benign
4,9,1,132,0,1,malignant,malignant
4,9,1,437,1,0,benign,benign
4,9,1,240,0.8,0.2,benign,benign
4,9,1,292,0.025,0.975,malignant,malignant
4,9,1,61,1,0,benign,benign
4,9,1,395,1,0,benign,benign
4,9,1,262,0,1,malignant,malignant
4,9,1,538,1,0,benign,benign
4,9,1,625,0.9,0.1,benign,benign
4,9,1,288,0.6,0.4,benign,malignant
4,9,1,548,1,0,benign,benign
4,9,1,131,1,0,benign,benign
4,9,1,456,0.1,0.9,malignant,malignant
4,9,1,297,0.425,0.575,malignant,benign
4,9,1,682,1,0,benign,benign
4,9,1,56,0,1,malignant,malignant
4,9,1,157,1,0,benign,benign
4,9,1,24,1,0,benign,benign
4,9,1,421,0,1,malignant,malignant
4,9,1,409,1,0,benign,benign
4,9,1,130,1,0,benign,benign
4,9,1,361,0.2,0.8,malignant,malignant
4,9,1,552,0.8,0.2,benign,benign
4,9,1,554,1,0,benign,benign
4,9,1,367,0,1,malignant,malignant
4,9,1,464,1,0,benign,benign
4,9,1,148,0.7,0.3,benign,benign
4,9,1,626,0.4,0.6,malignant,malignant
4,9,1,535,1,0,benign,benign
4,9,2,304,0.2,0.8,malignant,malignant
4,9,2,144,1,0,benign,benign
4,9,2,635,1,0,benign,benign
4,9,2,54,0.1,0.9,malignant,malignant
4,9,2,318,1,0,benign,benign
4,9,2,181,1,0,benign,benign
4,9,2,104,0.1,0.9,malignant,malignant
4,9,2,250,1,0,benign,benign
4,9,2,521,1,0,benign,benign
4,9,2,582,0,1,malignant,malignant
4,9,2,500,1,0,benign,benign
4,9,2,435,0,1,malignant,malignant
4,9,2,232,0,1,malignant,benign
4,9,2,639,1,0,benign,benign
4,9,2,155,0.3,0.7,malignant,malignant
4,9,2,370,1,0,benign,benign
4,9,2,141,1,0,benign,benign
4,9,2,183,0,1,malignant,malignant
4,9,2,462,1,0,benign,benign
4,9,2,657,0.4,0.6,malignant,benign
4,9,2,681,0,1,malignant,malignant
4,9,2,672,1,0,benign,benign
4,9,2,3,0.2,0.8,malignant,benign
4,9,2,146,0.5,0.5,benign,malignant
4,9,2,614,1,0,benign,benign
4,9,2,613,1,0,benign,benign
4,9,2,571,0,1,malignant,malignant
4,9,2,664,1,0,benign,benign
4,9,2,192,1,0,benign,benign
4,9,2,295,0,1,malignant,malignant
4,9,2,377,1,0,benign,benign
4,9,2,673,1,0,benign,benign
4,9,2,488,0.5,0.5,benign,malignant
4,9,2,480,1,0,benign,benign
4,9,2,399,1,0,benign,benign
4,9,2,514,0,1,malignant,malignant
4,9,2,327,1,0,benign,benign
4,9,2,408,0.9,0.1,benign,benign
4,9,2,36,0,1,malignant,malignant
4,9,2,510,1,0,benign,benign
4,9,2,132,0.1,0.9,malignant,malignant
4,9,2,437,1,0,benign,benign
4,9,2,240,0.9,0.1,benign,benign
4,9,2,292,0,1,malignant,malignant
4,9,2,61,1,0,benign,benign
4,9,2,395,1,0,benign,benign
4,9,2,262,0,1,malignant,malignant
4,9,2,538,1,0,benign,benign
4,9,2,625,0.9,0.1,benign,benign
4,9,2,288,0.2,0.8,malignant,malignant
4,9,2,548,1,0,benign,benign
4,9,2,131,1,0,benign,benign
4,9,2,456,0,1,malignant,malignant
4,9,2,297,0.412681,0.587319,malignant,benign
4,9,2,682,1,0,benign,benign
4,9,2,56,0.1,0.9,malignant,malignant
4,9,2,157,1,0,benign,benign
4,9,2,24,1,0,benign,benign
4,9,2,421,0,1,malignant,malignant
4,9,2,409,1,0,benign,benign
4,9,2,130,1,0,benign,benign
4,9,2,361,0.4,0.6,malignant,malignant
4,9,2,552,0.8,0.2,benign,benign
4,9,2,554,1,0,benign,benign
4,9,2,367,0,1,malignant,malignant
4,9,2,464,1,0,benign,benign
4,9,2,148,0.7,0.3,benign,benign
4,9,2,626,0.4,0.6,malignant,malignant
4,9,2,535,1,0,benign,benign
4,9,3,304,0,1,malignant,malignant
4,9,3,144,1,0,benign,benign
4,9,3,635,1,0,benign,benign
4,9,3,54,0,1,malignant,malignant
4,9,3,318,1,0,benign,benign
4,9,3,181,1,0,benign,benign
4,9,3,104,0,1,malignant,malignant
4,9,3,250,1,0,benign,benign
4,9,3,521,1,0,benign,benign
4,9,3,582,0.2,0.8,malignant,malignant
4,9,3,500,1,0,benign,benign
4,9,3,435,0,1,malignant,malignant
4,9,3,232,0,1,malignant,benign
4,9,3,639,1,0,benign,benign
4,9,3,155,0.4,0.6,malignant,malignant
4,9,3,370,0.9,0.1,benign,benign
4,9,3,141,1,0,benign,benign
4,9,3,183,0.1,0.9,malignant,malignant
4,9,3,462,1,0,benign,benign
4,9,3,657,0.5,0.5,benign,benign
4,9,3,681,0,1,malignant,malignant
4,9,3,672,1,0,benign,benign
4,9,3,3,0.002206,0.997794,malignant,benign
4,9,3,146,0.6,0.4,benign,malignant
4,9,3,614,1,0,benign,benign
4,9,3,613,1,0,benign,benign
4,9,3,571,0,1,malignant,malignant
4,9,3,664,1,0,benign,benign
4,9,3,192,1,0,benign,benign
4,9,3,295,0,1,malignant,malignant
4,9,3,377,1,0,benign,benign
4,9,3,673,0.8,0.2,benign,benign
4,9,3,488,0.7,0.3,benign,malignant
4,9,3,480,1,0,benign,benign
4,9,3,399,1,0,benign,benign
4,9,3,514,0.1,0.9,malignant,malignant
4,9,3,327,1,0,benign,benign
4,9,3,408,1,0,benign,benign
4,9,3,36,0,1,malignant,malignant
4,9,3,510,1,0,benign,benign
4,9,3,132,0,1,malignant,malignant
4,9,3,437,1,0,benign,benign
4,9,3,240,0.8,0.2,benign,benign
4,9,3,292,0,1,malignant,malignant
4,9,3,61,1,0,benign,benign
4,9,3,395,1,0,benign,benign
4,9,3,262,0,1,malignant,malignant
4,9,3,538,1,0,benign,benign
4,9,3,625,0.902206,0.097794,benign,benign
4,9,3,288,0.202206,0.797794,malignant,malignant
4,9,3,548,1,0,benign,benign
4,9,3,131,1,0,benign,benign
4,9,3,456,0,1,malignant,malignant
4,9,3,297,0.506065,0.493935,benign,benign
4,9,3,682,1,0,benign,benign
4,9,3,56,0,1,malignant,malignant
4,9,3,157,1,0,benign,benign
4,9,3,24,1,0,benign,benign
4,9,3,421,0,1,malignant,malignant
4,9,3,409,1,0,benign,benign
4,9,3,130,1,0,benign,benign
4,9,3,361,0.7,0.3,benign,malignant
4,9,3,552,0.9,0.1,benign,benign
4,9,3,554,1,0,benign,benign
4,9,3,367,0.1,0.9,malignant,malignant
4,9,3,464,1,0,benign,benign
4,9,3,148,0.9,0.1,benign,benign
4,9,3,626,0.2,0.8,malignant,malignant
4,9,3,535,1,0,benign,benign
4,9,4,304,0,1,malignant,malignant
4,9,4,144,1,0,benign,benign
4,9,4,635,1,0,benign,benign
4,9,4,54,0.1,0.9,malignant,malignant
4,9,4,318,1,0,benign,benign
4,9,4,181,1,0,benign,benign
4,9,4,104,0,1,malignant,malignant
4,9,4,250,1,0,benign,benign
4,9,4,521,1,0,benign,benign
4,9,4,582,0,1,malignant,malignant
4,9,4,500,1,0,benign,benign
4,9,4,435,0,1,malignant,malignant
4,9,4,232,0,1,malignant,benign
4,9,4,639,1,0,benign,benign
4,9,4,155,0.132692,0.867308,malignant,malignant
4,9,4,370,1,0,benign,benign
4,9,4,141,1,0,benign,benign
4,9,4,183,0,1,malignant,malignant
4,9,4,462,1,0,benign,benign
4,9,4,657,0.3,0.7,malignant,benign
4,9,4,681,0,1,malignant,malignant
4,9,4,672,1,0,benign,benign
4,9,4,3,0,1,malignant,benign
4,9,4,146,0.547211,0.452789,benign,malignant
4,9,4,614,1,0,benign,benign
4,9,4,613,1,0,benign,benign
4,9,4,571,0,1,malignant,malignant
4,9,4,664,0.9,0.1,benign,benign
4,9,4,192,1,0,benign,benign
4,9,4,295,0,1,malignant,malignant
4,9,4,377,1,0,benign,benign
4,9,4,673,0.9,0.1,benign,benign
4,9,4,488,0.2,0.8,malignant,malignant
4,9,4,480,1,0,benign,benign
4,9,4,399,1,0,benign,benign
4,9,4,514,0,1,malignant,malignant
4,9,4,327,1,0,benign,benign
4,9,4,408,1,0,benign,benign
4,9,4,36,0,1,malignant,malignant
4,9,4,510,1,0,benign,benign
4,9,4,132,0,1,malignant,malignant
4,9,4,437,1,0,benign,benign
4,9,4,240,0.8,0.2,benign,benign
4,9,4,292,0,1,malignant,malignant
4,9,4,61,1,0,benign,benign
4,9,4,395,1,0,benign,benign
4,9,4,262,0,1,malignant,malignant
4,9,4,538,1,0,benign,benign
4,9,4,625,0.9,0.1,benign,benign
4,9,4,288,0.3,0.7,malignant,malignant
4,9,4,548,1,0,benign,benign
4,9,4,131,1,0,benign,benign
4,9,4,456,0,1,malignant,malignant
4,9,4,297,0.530813,0.469187,benign,benign
4,9,4,682,1,0,benign,benign
4,9,4,56,0,1,malignant,malignant
4,9,4,157,1,0,benign,benign
4,9,4,24,1,0,benign,benign
4,9,4,421,0,1,malignant,malignant
4,9,4,409,1,0,benign,benign
4,9,4,130,1,0,benign,benign
4,9,4,361,0.147211,0.852789,malignant,malignant
4,9,4,552,0.9,0.1,benign,benign
4,9,4,554,1,0,benign,benign
4,9,4,367,0,1,malignant,malignant
4,9,4,464,1,0,benign,benign
4,9,4,148,0.9,0.1,benign,benign
4,9,4,626,0.2,0.8,malignant,malignant
4,9,4,535,1,0,benign,benign
4,9,5,304,0.2,0.8,malignant,malignant
4,9,5,144,1,0,benign,benign
4,9,5,635,0.9,0.1,benign,benign
4,9,5,54,0.1,0.9,malignant,malignant
4,9,5,318,0.9,0.1,benign,benign
4,9,5,181,1,0,benign,benign
4,9,5,104,0,1,malignant,malignant
4,9,5,250,1,0,benign,benign
4,9,5,521,1,0,benign,benign
4,9,5,582,0,1,malignant,malignant
4,9,5,500,1,0,benign,benign
4,9,5,435,0,1,malignant,malignant
4,9,5,232,0.1,0.9,malignant,benign
4,9,5,639,1,0,benign,benign
4,9,5,155,0.1,0.9,malignant,malignant
4,9,5,370,1,0,benign,benign
4,9,5,141,1,0,benign,benign
4,9,5,183,0,1,malignant,malignant
4,9,5,462,1,0,benign,benign
4,9,5,657,0.3,0.7,malignant,benign
4,9,5,681,0,1,malignant,malignant
4,9,5,672,1,0,benign,benign
4,9,5,3,0,1,malignant,benign
4,9,5,146,0.2,0.8,malignant,malignant
4,9,5,614,1,0,benign,benign
4,9,5,613,0.9,0.1,benign,benign
4,9,5,571,0,1,malignant,malignant
4,9,5,664,1,0,benign,benign
4,9,5,192,1,0,benign,benign
4,9,5,295,0,1,malignant,malignant
4,9,5,377,1,0,benign,benign
4,9,5,673,0.9,0.1,benign,benign
4,9,5,488,0.3,0.7,malignant,malignant
4,9,5,480,1,0,benign,benign
4,9,5,399,1,0,benign,benign
4,9,5,514,0,1,malignant,malignant
4,9,5,327,1,0,benign,benign
4,9,5,408,1,0,benign,benign
4,9,5,36,0,1,malignant,malignant
4,9,5,510,1,0,benign,benign
4,9,5,132,0,1,malignant,malignant
4,9,5,437,1,0,benign,benign
4,9,5,240,1,0,benign,benign
4,9,5,292,0.083525,0.916475,malignant,malignant
4,9,5,61,1,0,benign,benign
4,9,5,395,1,0,benign,benign
4,9,5,262,0,1,malignant,malignant
4,9,5,538,1,0,benign,benign
4,9,5,625,0.7,0.3,benign,benign
4,9,5,288,0.8,0.2,benign,malignant
4,9,5,548,1,0,benign,benign
4,9,5,131,1,0,benign,benign
4,9,5,456,0.1,0.9,malignant,malignant
4,9,5,297,0.723734,0.276266,benign,benign
4,9,5,682,1,0,benign,benign
4,9,5,56,0,1,malignant,malignant
4,9,5,157,1,0,benign,benign
4,9,5,24,1,0,benign,benign
4,9,5,421,0,1,malignant,malignant
4,9,5,409,1,0,benign,benign
4,9,5,130,1,0,benign,benign
4,9,5,361,0.4,0.6,malignant,malignant
4,9,5,552,1,0,benign,benign
4,9,5,554,1,0,benign,benign
4,9,5,367,0,1,malignant,malignant
4,9,5,464,1,0,benign,benign
4,9,5,148,0.7,0.3,benign,benign
4,9,5,626,0.1,0.9,malignant,malignant
4,9,5,535,1,0,benign,benign
4,9,6,304,0,1,malignant,malignant
4,9,6,144,1,0,benign,benign
4,9,6,635,1,0,benign,benign
4,9,6,54,0,1,malignant,malignant
4,9,6,318,1,0,benign,benign
4,9,6,181,1,0,benign,benign
4,9,6,104,0,1,malignant,malignant
4,9,6,250,1,0,benign,benign
4,9,6,521,1,0,benign,benign
4,9,6,582,0.1,0.9,malignant,malignant
4,9,6,500,1,0,benign,benign
4,9,6,435,0,1,malignant,malignant
4,9,6,232,0.1,0.9,malignant,benign
4,9,6,639,1,0,benign,benign
4,9,6,155,0.2,0.8,malignant,malignant
4,9,6,370,1,0,benign,benign
4,9,6,141,1,0,benign,benign
4,9,6,183,0,1,malignant,malignant
4,9,6,462,1,0,benign,benign
4,9,6,657,0.6,0.4,benign,benign
4,9,6,681,0,1,malignant,malignant
4,9,6,672,1,0,benign,benign
4,9,6,3,0.1,0.9,malignant,benign
4,9,6,146,0.4,0.6,malignant,malignant
4,9,6,614,1,0,benign,benign
4,9,6,613,1,0,benign,benign
4,9,6,571,0,1,malignant,malignant
4,9,6,664,1,0,benign,benign
4,9,6,192,1,0,benign,benign
4,9,6,295,0,1,malignant,malignant
4,9,6,377,1,0,benign,benign
4,9,6,673,1,0,benign,benign
4,9,6,488,0.2,0.8,malignant,malignant
4,9,6,480,1,0,benign,benign
4,9,6,399,1,0,benign,benign
4,9,6,514,0,1,malignant,malignant
4,9,6,327,1,0,benign,benign
4,9,6,408,1,0,benign,benign
4,9,6,36,0,1,malignant,malignant
4,9,6,510,1,0,benign,benign
4,9,6,132,0,1,malignant,malignant
4,9,6,437,1,0,benign,benign
4,9,6,240,0.9,0.1,benign,benign
4,9,6,292,0.007777,0.992223,malignant,malignant
4,9,6,61,1,0,benign,benign
4,9,6,395,1,0,benign,benign
4,9,6,262,0,1,malignant,malignant
4,9,6,538,1,0,benign,benign
4,9,6,625,0.9,0.1,benign,benign
4,9,6,288,0.5,0.5,benign,malignant
4,9,6,548,1,0,benign,benign
4,9,6,131,1,0,benign,benign
4,9,6,456,0,1,malignant,malignant
4,9,6,297,0.463359,0.536641,malignant,benign
4,9,6,682,1,0,benign,benign
4,9,6,56,0,1,malignant,malignant
4,9,6,157,1,0,benign,benign
4,9,6,24,1,0,benign,benign
4,9,6,421,0,1,malignant,malignant
4,9,6,409,1,0,benign,benign
4,9,6,130,1,0,benign,benign
4,9,6,361,0,1,malignant,malignant
4,9,6,552,1,0,benign,benign
4,9,6,554,1,0,benign,benign
4,9,6,367,0,1,malignant,malignant
4,9,6,464,1,0,benign,benign
4,9,6,148,0.9,0.1,benign,benign
4,9,6,626,0,1,malignant,malignant
4,9,6,535,1,0,benign,benign
4,9,7,304,0.2,0.8,malignant,malignant
4,9,7,144,1,0,benign,benign
4,9,7,635,1,0,benign,benign
4,9,7,54,0,1,malignant,malignant
4,9,7,318,0.9,0.1,benign,benign
4,9,7,181,1,0,benign,benign
4,9,7,104,0,1,malignant,malignant
4,9,7,250,1,0,benign,benign
4,9,7,521,1,0,benign,benign
4,9,7,582,0.1,0.9,malignant,malignant
4,9,7,500,1,0,benign,benign
4,9,7,435,0,1,malignant,malignant
4,9,7,232,0.206279,0.793721,malignant,benign
4,9,7,639,1,0,benign,benign
4,9,7,155,0.1,0.9,malignant,malignant
4,9,7,370,1,0,benign,benign
4,9,7,141,1,0,benign,benign
4,9,7,183,0,1,malignant,malignant
4,9,7,462,1,0,benign,benign
4,9,7,657,0.5,0.5,benign,benign
4,9,7,681,0,1,malignant,malignant
4,9,7,672,1,0,benign,benign
4,9,7,3,0.1,0.9,malignant,benign
4,9,7,146,0.4,0.6,malignant,malignant
4,9,7,614,1,0,benign,benign
4,9,7,613,1,0,benign,benign
4,9,7,571,0,1,malignant,malignant
4,9,7,664,1,0,benign,benign
4,9,7,192,1,0,benign,benign
4,9,7,295,0,1,malignant,malignant
4,9,7,377,1,0,benign,benign
4,9,7,673,1,0,benign,benign
4,9,7,488,0.6,0.4,benign,malignant
4,9,7,480,1,0,benign,benign
4,9,7,399,1,0,benign,benign
4,9,7,514,0.2,0.8,malignant,malignant
4,9,7,327,1,0,benign,benign
4,9,7,408,1,0,benign,benign
4,9,7,36,0,1,malignant,malignant
4,9,7,510,1,0,benign,benign
4,9,7,132,0,1,malignant,malignant
4,9,7,437,1,0,benign,benign
4,9,7,240,0.9,0.1,benign,benign
4,9,7,292,0,1,malignant,malignant
4,9,7,61,1,0,benign,benign
4,9,7,395,1,0,benign,benign
4,9,7,262,0,1,malignant,malignant
4,9,7,538,1,0,benign,benign
4,9,7,625,0.907774,0.092226,benign,benign
4,9,7,288,0.3,0.7,malignant,malignant
4,9,7,548,1,0,benign,benign
4,9,7,131,1,0,benign,benign
4,9,7,456,0,1,malignant,malignant
4,9,7,297,0.437106,0.562894,malignant,benign
4,9,7,682,1,0,benign,benign
4,9,7,56,0,1,malignant,malignant
4,9,7,157,1,0,benign,benign
4,9,7,24,1,0,benign,benign
4,9,7,421,0,1,malignant,malignant
4,9,7,409,1,0,benign,benign
4,9,7,130,1,0,benign,benign
4,9,7,361,0,1,malignant,malignant
4,9,7,552,1,0,benign,benign
4,9,7,554,1,0,benign,benign
4,9,7,367,0,1,malignant,malignant
4,9,7,464,1,0,benign,benign
4,9,7,148,0.4,0.6,malignant,benign
4,9,7,626,0.1,0.9,malignant,malignant
4,9,7,535,1,0,benign,benign
5,0,0,82,1,0,benign,benign
5,0,0,493,0,1,malignant,malignant
5,0,0,202,1,0,benign,benign
5,0,0,52,0,1,malignant,malignant
5,0,0,643,1,0,benign,benign
5,0,0,485,1,0,benign,benign
5,0,0,698,0.1,0.9,malignant,malignant
5,0,0,373,1,0,benign,benign
5,0,0,424,1,0,benign,benign
5,0,0,453,0.3,0.7,malignant,malignant
5,0,0,116,0.2,0.8,malignant,benign
5,0,0,76,0.8,0.2,benign,benign
5,0,0,43,0.141667,0.858333,malignant,malignant
5,0,0,596,1,0,benign,benign
5,0,0,197,1,0,benign,benign
5,0,0,279,0,1,malignant,malignant
5,0,0,613,0.7,0.3,benign,benign
5,0,0,439,1,0,benign,benign
5,0,0,39,0.4,0.6,malignant,malignant
5,0,0,314,1,0,benign,benign
5,0,0,17,1,0,benign,benign
5,0,0,440,0.1,0.9,malignant,malignant
5,0,0,207,1,0,benign,benign
5,0,0,394,0.9,0.1,benign,benign
5,0,0,233,0.022222,0.977778,malignant,malignant
5,0,0,650,1,0,benign,benign
5,0,0,589,1,0,benign,benign
5,0,0,568,0.022222,0.977778,malignant,malignant
5,0,0,492,1,0,benign,benign
5,0,0,689,1,0,benign,benign
5,0,0,25,0.622222,0.377778,benign,malignant
5,0,0,423,0.8,0.2,benign,benign
5,0,0,205,0,1,malignant,malignant
5,0,0,671,1,0,benign,benign
5,0,0,350,1,0,benign,benign
5,0,0,668,0.1,0.9,malignant,malignant
5,0,0,447,1,0,benign,benign
5,0,0,598,1,0,benign,benign
5,0,0,329,0,1,malignant,malignant
5,0,0,93,1,0,benign,benign
5,0,0,365,1,0,benign,benign
5,0,0,381,0.1,0.9,malignant,malignant
5,0,0,341,1,0,benign,benign
5,0,0,460,1,0,benign,benign
5,0,0,483,0,1,malignant,malignant
5,0,0,616,1,0,benign,benign
5,0,0,473,1,0,benign,benign
5,0,0,111,0.022222,0.977778,malignant,malignant
5,0,0,384,1,0,benign,benign
5,0,0,602,1,0,benign,benign
5,0,0,328,0.1,0.9,malignant,malignant
5,0,0,468,1,0,benign,benign
5,0,0,307,1,0,benign,benign
5,0,0,636,0.141667,0.858333,malignant,malignant
5,0,0,620,1,0,benign,benign
5,0,0,411,0.97304,0.02696,benign,benign
5,0,0,85,0.041667,0.958333,malignant,malignant
5,0,0,16,1,0,benign,benign
5,0,0,585,1,0,benign,benign
5,0,0,268,0.041667,0.958333,malignant,malignant
5,0,0,66,1,0,benign,benign
5,0,0,221,0,1,malignant,malignant
5,0,0,92,1,0,benign,benign
5,0,0,331,1,0,benign,benign
5,0,0,323,0.1,0.9,malignant,malignant
5,0,0,518,1,0,benign,benign
5,0,0,430,0.7,0.3,benign,benign
5,0,0,359,0.022222,0.977778,malignant,malignant
5,0,0,374,1,0,benign,benign
5,0,0,219,0.8,0.2,benign,benign
5,0,1,82,1,0,benign,benign
5,0,1,493,0,1,malignant,malignant
5,0,1,202,1,0,benign,benign
5,0,1,52,0.1,0.9,malignant,malignant
5,0,1,643,1,0,benign,benign
5,0,1,485,1,0,benign,benign
5,0,1,698,0,1,malignant,malignant
5,0,1,373,1,0,benign,benign
5,0,1,424,1,0,benign,benign
5,0,1,453,0.1,0.9,malignant,malignant
5,0,1,116,0.9,0.1,benign,benign
5,0,1,76,1,0,benign,benign
5,0,1,43,0.4,0.6,malignant,malignant
5,0,1,596,1,0,benign,benign
5,0,1,197,1,0,benign,benign
5,0,1,279,0.1,0.9,malignant,malignant
5,0,1,613,1,0,benign,benign
5,0,1,439,1,0,benign,benign
5,0,1,39,0.2,0.8,malignant,malignant
5,0,1,314,1,0,benign,benign
5,0,1,17,1,0,benign,benign
5,0,1,440,0.1,0.9,malignant,malignant
5,0,1,207,1,0,benign,benign
5,0,1,394,1,0,benign,benign
5,0,1,233,0.1,0.9,malignant,malignant
5,0,1,650,1,0,benign,benign
5,0,1,589,1,0,benign,benign
5,0,1,568,0.3,0.7,malignant,malignant
5,0,1,492,1,0,benign,benign
5,0,1,689,1,0,benign,benign
5,0,1,25,0.6,0.4,benign,malignant
5,0,1,423,0.9,0.1,benign,benign
5,0,1,205,0.1,0.9,malignant,malignant
5,0,1,671,1,0,benign,benign
5,0,1,350,1,0,benign,benign
5,0,1,668,0.4,0.6,malignant,malignant
5,0,1,447,1,0,benign,benign
5,0,1,598,1,0,benign,benign
5,0,1,329,0.1,0.9,malignant,malignant
5,0,1,93,1,0,benign,benign
5,0,1,365,1,0,benign,benign
5,0,1,381,0.1,0.9,malignant,malignant
5,0,1,341,1,0,benign,benign
5,0,1,460,1,0,benign,benign
5,0,1,483,0,1,malignant,malignant
5,0,1,616,1,0,benign,benign
5,0,1,473,1,0,benign,benign
5,0,1,111,0.1,0.9,malignant,malignant
5,0,1,384,1,0,benign,benign
5,0,1,602,1,0,benign,benign
5,0,1,328,0.3,0.7,malignant,malignant
5,0,1,468,1,0,benign,benign
5,0,1,307,1,0,benign,benign
5,0,1,636,0,1,malignant,malignant
5,0,1,620,1,0,benign,benign
5,0,1,411,0.991092,0.008908,benign,benign
5,0,1,85,0.5,0.5,benign,malignant
5,0,1,16,1,0,benign,benign
5,0,1,585,1,0,benign,benign
5,0,1,268,0.1,0.9,malignant,malignant
5,0,1,66,1,0,benign,benign
5,0,1,221,0.2,0.8,malignant,malignant
5,0,1,92,1,0,benign,benign
5,0,1,331,1,0,benign,benign
5,0,1,323,0.5,0.5,benign,malignant
5,0,1,518,1,0,benign,benign
5,0,1,430,1,0,benign,benign
5,0,1,359,0.1,0.9,malignant,malignant
5,0,1,374,1,0,benign,benign
5,0,1,219,0.9,0.1,benign,benign
5,0,2,82,1,0,benign,benign
5,0,2,493,0,1,malignant,malignant
5,0,2,202,1,0,benign,benign
5,0,2,52,0,1,malignant,malignant
5,0,2,643,1,0,benign,benign
5,0,2,485,1,0,benign,benign
5,0,2,698,0.1,0.9,malignant,malignant
5,0,2,373,1,0,benign,benign
5,0,2,424,1,0,benign,benign
5,0,2,453,0.7,0.3,benign,malignant
5,0,2,116,0.4,0.6,malignant,benign
5,0,2,76,1,0,benign,benign
5,0,2,43,0.3,0.7,malignant,malignant
5,0,2,596,1,0,benign,benign
5,0,2,197,1,0,benign,benign
5,0,2,279,0.2,0.8,malignant,malignant
5,0,2,613,1,0,benign,benign
5,0,2,439,1,0,benign,benign
5,0,2,39,0.8,0.2,benign,malignant
5,0,2,314,1,0,benign,benign
5,0,2,17,1,0,benign,benign
5,0,2,440,0,1,malignant,malignant
5,0,2,207,1,0,benign,benign
5,0,2,394,1,0,benign,benign
5,0,2,233,0,1,malignant,malignant
5,0,2,650,1,0,benign,benign
5,0,2,589,1,0,benign,benign
5,0,2,568,0.2,0.8,malignant,malignant
5,0,2,492,1,0,benign,benign
5,0,2,689,1,0,benign,benign
5,0,2,25,0.8,0.2,benign,malignant
5,0,2,423,1,0,benign,benign
5,0,2,205,0,1,malignant,malignant
5,0,2,671,1,0,benign,benign
5,0,2,350,1,0,benign,benign
5,0,2,668,0.6,0.4,benign,malignant
5,0,2,447,1,0,benign,benign
5,0,2,598,1,0,benign,benign
5,0,2,329,0,1,malignant,malignant
5,0,2,93,1,0,benign,benign
5,0,2,365,1,0,benign,benign
5,0,2,381,0,1,malignant,malignant
5,0,2,341,1,0,benign,benign
5,0,2,460,1,0,benign,benign
5,0,2,483,0,1,malignant,malignant
5,0,2,616,1,0,benign,benign
5,0,2,473,1,0,benign,benign
5,0,2,111,0.1,0.9,malignant,malignant
5,0,2,384,1,0,benign,benign
5,0,2,602,1,0,benign,benign
5,0,2,328,0.1,0.9,malignant,malignant
5,0,2,468,1,0,benign,benign
5,0,2,307,1,0,benign,benign
5,0,2,636,0.1,0.9,malignant,malignant
5,0,2,620,1,0,benign,benign
5,0,2,411,1,0,benign,benign
5,0,2,85,0.5,0.5,benign,malignant
5,0,2,16,1,0,benign,benign
5,0,2,585,1,0,benign,benign
5,0,2,268,0,1,malignant,malignant
5,0,2,66,1,0,benign,benign
5,0,2,221,0.1,0.9,malignant,malignant
5,0,2,92,1,0,benign,benign
5,0,2,331,1,0,benign,benign
5,0,2,323,0.1,0.9,malignant,malignant
5,0,2,518,1,0,benign,benign
5,0,2,430,1,0,benign,benign
5,0,2,359,0.1,0.9,malignant,malignant
5,0,2,374,1,0,benign,benign
5,0,2,219,1,0,benign,benign
5,0,3,82,1,0,benign,benign
5,0,3,493,0,1,malignant,malignant
5,0,3,202,1,0,benign,benign
5,0,3,52,0.1,0.9,malignant,malignant
5,0,3,643,1,0,benign,benign
5,0,3,485,0.7,0.3,benign,benign
5,0,3,698,0.2,0.8,malignant,malignant
5,0,3,373,1,0,benign,benign
5,0,3,424,1,0,benign,benign
5,0,3,453,0.4,0.6,malignant,malignant
5,0,3,116,0.4,0.6,malignant,benign
5,0,3,76,0.9,0.1,benign,benign
5,0,3,43,0.4,0.6,malignant,malignant
5,0,3,596,1,0,benign,benign
5,0,3,197,1,0,benign,benign
5,0,3,279,0,1,malignant,malignant
5,0,3,613,1,0,benign,benign
5,0,3,439,1,0,benign,benign
5,0,3,39,0.4,0.6,malignant,malignant
5,0,3,314,1,0,benign,benign
5,0,3,17,1,0,benign,benign
5,0,3,440,0,1,malignant,malignant
5,0,3,207,1,0,benign,benign
5,0,3,394,0.9,0.1,benign,benign
5,0,3,233,0,1,malignant,malignant
5,0,3,650,1,0,benign,benign
5,0,3,589,1,0,benign,benign
5,0,3,568,0.1,0.9,malignant,malignant
5,0,3,492,0.9,0.1,benign,benign
5,0,3,689,1,0,benign,benign
5,0,3,25,0.4,0.6,malignant,malignant
5,0,3,423,0.9,0.1,benign,benign
5,0,3,205,0.1,0.9,malignant,malignant
5,0,3,671,1,0,benign,benign
5,0,3,350,1,0,benign,benign
5,0,3,668,0,1,malignant,malignant
5,0,3,447,1,0,benign,benign
5,0,3,598,1,0,benign,benign
5,0,3,329,0,1,malignant,malignant
5,0,3,93,1,0,benign,benign
5,0,3,365,1,0,benign,benign
5,0,3,381,0,1,malignant,malignant
5,0,3,341,1,0,benign,benign
5,0,3,460,1,0,benign,benign
5,0,3,483,0,1,malignant,malignant
5,0,3,616,1,0,benign,benign
5,0,3,473,1,0,benign,benign
5,0,3,111,0.1,0.9,malignant,malignant
5,0,3,384,1,0,benign,benign
5,0,3,602,1,0,benign,benign
5,0,3,328,0.3,0.7,malignant,malignant
5,0,3,468,1,0,benign,benign
5,0,3,307,1,0,benign,benign
5,0,3,636,0.1,0.9,malignant,malignant
5,0,3,620,1,0,benign,benign
5,0,3,411,0.971488,0.028512,benign,benign
5,0,3,85,0.1,0.9,malignant,malignant
5,0,3,16,1,0,benign,benign
5,0,3,585,1,0,benign,benign
5,0,3,268,0,1,malignant,malignant
5,0,3,66,1,0,benign,benign
5,0,3,221,0.2,0.8,malignant,malignant
5,0,3,92,1,0,benign,benign
5,0,3,331,1,0,benign,benign
5,0,3,323,0.1,0.9,malignant,malignant
5,0,3,518,1,0,benign,benign
5,0,3,430,1,0,benign,benign
5,0,3,359,0.1,0.9,malignant,malignant
5,0,3,374,1,0,benign,benign
5,0,3,219,1,0,benign,benign
5,0,4,82,1,0,benign,benign
5,0,4,493,0,1,malignant,malignant
5,0,4,202,1,0,benign,benign
5,0,4,52,0,1,malignant,malignant
5,0,4,643,1,0,benign,benign
5,0,4,485,0.9,0.1,benign,benign
5,0,4,698,0,1,malignant,malignant
5,0,4,373,1,0,benign,benign
5,0,4,424,1,0,benign,benign
5,0,4,453,0.3,0.7,malignant,malignant
5,0,4,116,0.7,0.3,benign,benign
5,0,4,76,0.847416,0.152584,benign,benign
5,0,4,43,0.4,0.6,malignant,malignant
5,0,4,596,1,0,benign,benign
5,0,4,197,1,0,benign,benign
5,0,4,279,0,1,malignant,malignant
5,0,4,613,1,0,benign,benign
5,0,4,439,1,0,benign,benign
5,0,4,39,0.3,0.7,malignant,malignant
5,0,4,314,1,0,benign,benign
5,0,4,17,1,0,benign,benign
5,0,4,440,0.1,0.9,malignant,malignant
5,0,4,207,1,0,benign,benign
5,0,4,394,1,0,benign,benign
5,0,4,233,0,1,malignant,malignant
5,0,4,650,1,0,benign,benign
5,0,4,589,1,0,benign,benign
5,0,4,568,0,1,malignant,malignant
5,0,4,492,1,0,benign,benign
5,0,4,689,1,0,benign,benign
5,0,4,25,0.4,0.6,malignant,malignant
5,0,4,423,0.8,0.2,benign,benign
5,0,4,205,0,1,malignant,malignant
5,0,4,671,1,0,benign,benign
5,0,4,350,1,0,benign,benign
5,0,4,668,0.2,0.8,malignant,malignant
5,0,4,447,1,0,benign,benign
5,0,4,598,1,0,benign,benign
5,0,4,329,0.1,0.9,malignant,malignant
5,0,4,93,1,0,benign,benign
5,0,4,365,1,0,benign,benign
5,0,4,381,0,1,malignant,malignant
5,0,4,341,1,0,benign,benign
5,0,4,460,1,0,benign,benign
5,0,4,483,0,1,malignant,malignant
5,0,4,616,1,0,benign,benign
5,0,4,473,1,0,benign,benign
5,0,4,111,0,1,malignant,malignant
5,0,4,384,1,0,benign,benign
5,0,4,602,1,0,benign,benign
5,0,4,328,0.2,0.8,malignant,malignant
5,0,4,468,1,0,benign,benign
5,0,4,307,1,0,benign,benign
5,0,4,636,0,1,malignant,malignant
5,0,4,620,1,0,benign,benign
5,0,4,411,1,0,benign,benign
5,0,4,85,0.4,0.6,malignant,malignant
5,0,4,16,1,0,benign,benign
5,0,4,585,1,0,benign,benign
5,0,4,268,0,1,malignant,malignant
5,0,4,66,1,0,benign,benign
5,0,4,221,0.2,0.8,malignant,malignant
5,0,4,92,1,0,benign,benign
5,0,4,331,1,0,benign,benign
5,0,4,323,0,1,malignant,malignant
5,0,4,518,1,0,benign,benign
5,0,4,430,1,0,benign,benign
5,0,4,359,0,1,malignant,malignant
5,0,4,374,1,0,benign,benign
5,0,4,219,0.9,0.1,benign,benign
5,0,5,82,1,0,benign,benign
5,0,5,493,0,1,malignant,malignant
5,0,5,202,1,0,benign,benign
5,0,5,52,0,1,malignant,malignant
5,0,5,643,1,0,benign,benign
5,0,5,485,1,0,benign,benign
5,0,5,698,0,1,malignant,malignant
5,0,5,373,1,0,benign,benign
5,0,5,424,1,0,benign,benign
5,0,5,453,0.144144,0.855856,malignant,malignant
5,0,5,116,0.5,0.5,benign,benign
5,0,5,76,1,0,benign,benign
5,0,5,43,0.3,0.7,malignant,malignant
5,0,5,596,1,0,benign,benign
5,0,5,197,1,0,benign,benign
5,0,5,279,0,1,malignant,malignant
5,0,5,613,1,0,benign,benign
5,0,5,439,1,0,benign,benign
5,0,5,39,0.344144,0.655856,malignant,malignant
5,0,5,314,1,0,benign,benign
5,0,5,17,1,0,benign,benign
5,0,5,440,0,1,malignant,malignant
5,0,5,207,1,0,benign,benign
5,0,5,394,1,0,benign,benign
5,0,5,233,0,1,malignant,malignant
5,0,5,650,1,0,benign,benign
5,0,5,589,1,0,benign,benign
5,0,5,568,0.1,0.9,malignant,malignant
5,0,5,492,1,0,benign,benign
5,0,5,689,1,0,benign,benign
5,0,5,25,0.6,0.4,benign,malignant
5,0,5,423,1,0,benign,benign
5,0,5,205,0,1,malignant,malignant
5,0,5,671,1,0,benign,benign
5,0,5,350,1,0,benign,benign
5,0,5,668,0.118978,0.881022,malignant,malignant
5,0,5,447,1,0,benign,benign
5,0,5,598,1,0,benign,benign
5,0,5,329,0,1,malignant,malignant
5,0,5,93,1,0,benign,benign
5,0,5,365,1,0,benign,benign
5,0,5,381,0,1,malignant,malignant
5,0,5,341,1,0,benign,benign
5,0,5,460,1,0,benign,benign
5,0,5,483,0,1,malignant,malignant
5,0,5,616,1,0,benign,benign
5,0,5,473,1,0,benign,benign
5,0,5,111,0.1,0.9,malignant,malignant
5,0,5,384,1,0,benign,benign
5,0,5,602,1,0,benign,benign
5,0,5,328,0.1,0.9,malignant,malignant
5,0,5,468,1,0,benign,benign
5,0,5,307,1,0,benign,benign
5,0,5,636,0,1,malignant,malignant
5,0,5,620,1,0,benign,benign
5,0,5,411,0.99877,0.00123,benign,benign
5,0,5,85,0.318978,0.681022,malignant,malignant
5,0,5,16,1,0,benign,benign
5,0,5,585,1,0,benign,benign
5,0,5,268,0.070833,0.929167,malignant,malignant
5,0,5,66,1,0,benign,benign
5,0,5,221,0,1,malignant,malignant
5,0,5,92,1,0,benign,benign
5,0,5,331,1,0,benign,benign
5,0,5,323,0.3,0.7,malignant,malignant
5,0,5,518,1,0,benign,benign
5,0,5,430,1,0,benign,benign
5,0,5,359,0,1,malignant,malignant
5,0,5,374,1,0,benign,benign
5,0,5,219,1,0,benign,benign
5,0,6,82,1,0,benign,benign
5,0,6,493,0,1,malignant,malignant
5,0,6,202,1,0,benign,benign
5,0,6,52,0.1,0.9,malignant,malignant
5,0,6,643,1,0,benign,benign
5,0,6,485,0.9,0.1,benign,benign
5,0,6,698,0,1,malignant,malignant
5,0,6,373,1,0,benign,benign
5,0,6,424,1,0,benign,benign
5,0,6,453,0.2,0.8,malignant,malignant
5,0,6,116,0.481818,0.518182,malignant,benign
5,0,6,76,0.9,0.1,benign,benign
5,0,6,43,0.722594,0.277406,benign,malignant
5,0,6,596,1,0,benign,benign
5,0,6,197,1,0,benign,benign
5,0,6,279,0,1,malignant,malignant
5,0,6,613,1,0,benign,benign
5,0,6,439,1,0,benign,benign
5,0,6,39,0.3,0.7,malignant,malignant
5,0,6,314,1,0,benign,benign
5,0,6,17,1,0,benign,benign
5,0,6,440,0,1,malignant,malignant
5,0,6,207,1,0,benign,benign
5,0,6,394,0.9,0.1,benign,benign
5,0,6,233,0,1,malignant,malignant
5,0,6,650,1,0,benign,benign
5,0,6,589,1,0,benign,benign
5,0,6,568,0.1,0.9,malignant,malignant
5,0,6,492,1,0,benign,benign
5,0,6,689,1,0,benign,benign
5,0,6,25,0.060619,0.939381,malignant,malignant
5,0,6,423,0.9,0.1,benign,benign
5,0,6,205,0,1,malignant,malignant
5,0,6,671,1,0,benign,benign
5,0,6,350,1,0,benign,benign
5,0,6,668,0.3,0.7,malignant,malignant
5,0,6,447,1,0,benign,benign
5,0,6,598,1,0,benign,benign
5,0,6,329,0,1,malignant,malignant
5,0,6,93,1,0,benign,benign
5,0,6,365,1,0,benign,benign
5,0,6,381,0,1,malignant,malignant
5,0,6,341,1,0,benign,benign
5,0,6,460,1,0,benign,benign
5,0,6,483,0,1,malignant,malignant
5,0,6,616,1,0,benign,benign
5,0,6,473,1,0,benign,benign
5,0,6,111,0,1,malignant,malignant
5,0,6,384,1,0,benign,benign
5,0,6,602,1,0,benign,benign
5,0,6,328,0.1,0.9,malignant,malignant
5,0,6,468,1,0,benign,benign
5,0,6,307,1,0,benign,benign
5,0,6,636,0,1,malignant,malignant
5,0,6,620,1,0,benign,benign
5,0,6,411,0.990241,0.009759,benign,benign
5,0,6,85,0,1,malignant,malignant
5,0,6,16,1,0,benign,benign
5,0,6,585,1,0,benign,benign
5,0,6,268,0,1,malignant,malignant
5,0,6,66,1,0,benign,benign
5,0,6,221,0.041456,0.958544,malignant,malignant
5,0,6,92,1,0,benign,benign
5,0,6,331,1,0,benign,benign
5,0,6,323,0,1,malignant,malignant
5,0,6,518,1,0,benign,benign
5,0,6,430,1,0,benign,benign
5,0,6,359,0.122594,0.877406,malignant,malignant
5,0,6,374,1,0,benign,benign
5,0,6,219,0.9,0.1,benign,benign
5,0,7,82,1,0,benign,benign
5,0,7,493,0,1,malignant,malignant
5,0,7,202,1,0,benign,benign
5,0,7,52,0.2,0.8,malignant,malignant
5,0,7,643,1,0,benign,benign
5,0,7,485,1,0,benign,benign
5,0,7,698,0,1,malignant,malignant
5,0,7,373,1,0,benign,benign
5,0,7,424,1,0,benign,benign
5,0,7,453,0,1,malignant,malignant
5,0,7,116,0.68323,0.31677,benign,benign
5,0,7,76,0.9,0.1,benign,benign
5,0,7,43,0.5,0.5,benign,malignant
5,0,7,596,1,0,benign,benign
5,0,7,197,1,0,benign,benign
5,0,7,279,0.1,0.9,malignant,malignant
5,0,7,613,1,0,benign,benign
5,0,7,439,1,0,benign,benign
5,0,7,39,0.2,0.8,malignant,malignant
5,0,7,314,1,0,benign,benign
5,0,7,17,1,0,benign,benign
5,0,7,440,0,1,malignant,malignant
5,0,7,207,1,0,benign,benign
5,0,7,394,1,0,benign,benign
5,0,7,233,0,1,malignant,malignant
5,0,7,650,0.9,0.1,benign,benign
5,0,7,589,1,0,benign,benign
5,0,7,568,0.031452,0.968548,malignant,malignant
5,0,7,492,1,0,benign,benign
5,0,7,689,1,0,benign,benign
5,0,7,25,0.5,0.5,benign,malignant
5,0,7,423,1,0,benign,benign
5,0,7,205,0.1,0.9,malignant,malignant
5,0,7,671,1,0,benign,benign
5,0,7,350,1,0,benign,benign
5,0,7,668,0.1,0.9,malignant,malignant
5,0,7,447,1,0,benign,benign
5,0,7,598,1,0,benign,benign
5,0,7,329,0,1,malignant,malignant
5,0,7,93,1,0,benign,benign
5,0,7,365,1,0,benign,benign
5,0,7,381,0,1,malignant,malignant
5,0,7,341,1,0,benign,benign
5,0,7,460,1,0,benign,benign
5,0,7,483,0,1,malignant,malignant
5,0,7,616,1,0,benign,benign
5,0,7,473,1,0,benign,benign
5,0,7,111,0,1,malignant,malignant
5,0,7,384,1,0,benign,benign
5,0,7,602,1,0,benign,benign
5,0,7,328,0.3,0.7,malignant,malignant
5,0,7,468,1,0,benign,benign
5,0,7,307,1,0,benign,benign
5,0,7,636,0,1,malignant,malignant
5,0,7,620,1,0,benign,benign
5,0,7,411,1,0,benign,benign
5,0,7,85,0.5,0.5,benign,malignant
5,0,7,16,1,0,benign,benign
5,0,7,585,1,0,benign,benign
5,0,7,268,0,1,malignant,malignant
5,0,7,66,1,0,benign,benign
5,0,7,221,0,1,malignant,malignant
5,0,7,92,1,0,benign,benign
5,0,7,331,1,0,benign,benign
5,0,7,323,0.1,0.9,malignant,malignant
5,0,7,518,1,0,benign,benign
5,0,7,430,1,0,benign,benign
5,0,7,359,0.1,0.9,malignant,malignant
5,0,7,374,1,0,benign,benign
5,0,7,219,1,0,benign,benign
5,1,0,231,0,1,malignant,malignant
5,1,0,144,1,0,benign,benign
5,1,0,89,0.8,0.2,benign,benign
5,1,0,467,0,1,malignant,malignant
5,1,0,622,0.9,0.1,benign,benign
5,1,0,692,1,0,benign,benign
5,1,0,491,0.3,0.7,malignant,malignant
5,1,0,47,1,0,benign,benign
5,1,0,347,0.8,0.2,benign,benign
5,1,0,224,0,1,malignant,malignant
5,1,0,532,1,0,benign,benign
5,1,0,225,1,0,benign,benign
5,1,0,523,0,1,malignant,malignant
5,1,0,380,1,0,benign,benign
5,1,0,19,1,0,benign,benign
5,1,0,611,0,1,malignant,malignant
5,1,0,194,1,0,benign,benign
5,1,0,0,1,0,benign,benign
5,1,0,592,0.3,0.7,malignant,malignant
5,1,0,405,1,0,benign,benign
5,1,0,44,0,1,malignant,malignant
5,1,0,441,0.6,0.4,benign,benign
5,1,0,507,0.9,0.1,benign,benign
5,1,0,288,0.2,0.8,malignant,malignant
5,1,0,541,1,0,benign,benign
5,1,0,75,0.9,0.1,benign,benign
5,1,0,54,0,1,malignant,malignant
5,1,0,396,1,0,benign,benign
5,1,0,618,1,0,benign,benign
5,1,0,264,0,1,malignant,malignant
5,1,0,428,1,0,benign,benign
5,1,0,511,1,0,benign,benign
5,1,0,604,0.1,0.9,malignant,malignant
5,1,0,539,1,0,benign,benign
5,1,0,490,1,0,benign,benign
5,1,0,173,0,1,malignant,malignant
5,1,0,378,0.8,0.2,benign,benign
5,1,0,664,1,0,benign,benign
5,1,0,465,0,1,malignant,malignant
5,1,0,287,0.8,0.2,benign,benign
5,1,0,315,0,1,malignant,benign
5,1,0,126,0,1,malignant,malignant
5,1,0,203,1,0,benign,benign
5,1,0,395,1,0,benign,benign
5,1,0,400,0,1,malignant,malignant
5,1,0,666,0.8,0.2,benign,benign
5,1,0,476,1,0,benign,benign
5,1,0,680,0,1,malignant,malignant
5,1,0,182,1,0,benign,benign
5,1,0,206,0,1,malignant,malignant
5,1,0,520,0.8,0.2,benign,benign
5,1,0,345,1,0,benign,benign
5,1,0,336,0,1,malignant,malignant
5,1,0,509,1,0,benign,benign
5,1,0,422,0.7,0.3,benign,benign
5,1,0,266,0.1,0.9,malignant,malignant
5,1,0,343,1,0,benign,benign
5,1,0,576,1,0,benign,benign
5,1,0,356,0.5,0.5,benign,malignant
5,1,0,258,1,0,benign,benign
5,1,0,91,1,0,benign,benign
5,1,0,18,0,1,malignant,malignant
5,1,0,274,1,0,benign,benign
5,1,0,368,1,0,benign,benign
5,1,0,183,0,1,malignant,malignant
5,1,0,600,1,0,benign,benign
5,1,0,72,0.6,0.4,benign,benign
5,1,0,237,0,1,malignant,malignant
5,1,0,444,0.8,0.2,benign,benign
5,1,0,198,1,0,benign,benign
5,1,1,231,0,1,malignant,malignant
5,1,1,144,1,0,benign,benign
5,1,1,89,1,0,benign,benign
5,1,1,467,0,1,malignant,malignant
5,1,1,622,1,0,benign,benign
5,1,1,692,1,0,benign,benign
5,1,1,491,0.1,0.9,malignant,malignant
5,1,1,47,1,0,benign,benign
5,1,1,347,1,0,benign,benign
5,1,1,224,0,1,malignant,malignant
5,1,1,532,1,0,benign,benign
5,1,1,225,1,0,benign,benign
5,1,1,523,0,1,malignant,malignant
5,1,1,380,1,0,benign,benign
5,1,1,19,1,0,benign,benign
5,1,1,611,0,1,malignant,malignant
5,1,1,194,1,0,benign,benign
5,1,1,0,1,0,benign,benign
5,1,1,592,0.1,0.9,malignant,malignant
5,1,1,405,1,0,benign,benign
5,1,1,44,0,1,malignant,malignant
5,1,1,441,0.8,0.2,benign,benign
5,1,1,507,1,0,benign,benign
5,1,1,288,0.3,0.7,malignant,malignant
5,1,1,541,1,0,benign,benign
5,1,1,75,0.9,0.1,benign,benign
5,1,1,54,0,1,malignant,malignant
5,1,1,396,1,0,benign,benign
5,1,1,618,1,0,benign,benign
5,1,1,264,0.1,0.9,malignant,malignant
5,1,1,428,1,0,benign,benign
5,1,1,511,1,0,benign,benign
5,1,1,604,0.103448,0.896552,malignant,malignant
5,1,1,539,1,0,benign,benign
5,1,1,490,1,0,benign,benign
5,1,1,173,0,1,malignant,malignant
5,1,1,378,1,0,benign,benign
5,1,1,664,1,0,benign,benign
5,1,1,465,0,1,malignant,malignant
5,1,1,287,1,0,benign,benign
5,1,1,315,0,1,malignant,benign
5,1,1,126,0.003448,0.996552,malignant,malignant
5,1,1,203,1,0,benign,benign
5,1,1,395,1,0,benign,benign
5,1,1,400,0,1,malignant,malignant
5,1,1,666,1,0,benign,benign
5,1,1,476,1,0,benign,benign
5,1,1,680,0,1,malignant,malignant
5,1,1,182,1,0,benign,benign
5,1,1,206,0,1,malignant,malignant
5,1,1,520,1,0,benign,benign
5,1,1,345,1,0,benign,benign
5,1,1,336,0,1,malignant,malignant
5,1,1,509,1,0,benign,benign
5,1,1,422,1,0,benign,benign
5,1,1,266,0,1,malignant,malignant
5,1,1,343,1,0,benign,benign
5,1,1,576,1,0,benign,benign
5,1,1,356,0.8,0.2,benign,malignant
5,1,1,258,1,0,benign,benign
5,1,1,91,1,0,benign,benign
5,1,1,18,0,1,malignant,malignant
5,1,1,274,1,0,benign,benign
5,1,1,368,1,0,benign,benign
5,1,1,183,0,1,malignant,malignant
5,1,1,600,1,0,benign,benign
5,1,1,72,0.9,0.1,benign,benign
5,1,1,237,0,1,malignant,malignant
5,1,1,444,1,0,benign,benign
5,1,1,198,1,0,benign,benign
5,1,2,231,0,1,malignant,malignant
5,1,2,144,1,0,benign,benign
5,1,2,89,1,0,benign,benign
5,1,2,467,0,1,malignant,malignant
5,1,2,622,1,0,benign,benign
5,1,2,692,1,0,benign,benign
5,1,2,491,0,1,malignant,malignant
5,1,2,47,1,0,benign,benign
5,1,2,347,1,0,benign,benign
5,1,2,224,0,1,malignant,malignant
5,1,2,532,1,0,benign,benign
5,1,2,225,1,0,benign,benign
5,1,2,523,0.2,0.8,malignant,malignant
5,1,2,380,1,0,benign,benign
5,1,2,19,1,0,benign,benign
5,1,2,611,0,1,malignant,malignant
5,1,2,194,1,0,benign,benign
5,1,2,0,1,0,benign,benign
5,1,2,592,0.10274,0.89726,malignant,malignant
5,1,2,405,1,0,benign,benign
5,1,2,44,0.1,0.9,malignant,malignant
5,1,2,441,0.9,0.1,benign,benign
5,1,2,507,1,0,benign,benign
5,1,2,288,0.5,0.5,benign,malignant
5,1,2,541,1,0,benign,benign
5,1,2,75,0.8,0.2,benign,benign
5,1,2,54,0.1,0.9,malignant,malignant
5,1,2,396,1,0,benign,benign
5,1,2,618,1,0,benign,benign
5,1,2,264,0.3,0.7,malignant,malignant
5,1,2,428,1,0,benign,benign
5,1,2,511,1,0,benign,benign
5,1,2,604,0.30274,0.69726,malignant,malignant
5,1,2,539,1,0,benign,benign
5,1,2,490,1,0,benign,benign
5,1,2,173,0.3,0.7,malignant,malignant
5,1,2,378,1,0,benign,benign
5,1,2,664,1,0,benign,benign
5,1,2,465,0,1,malignant,malignant
5,1,2,287,1,0,benign,benign
5,1,2,315,0.271742,0.728258,malignant,benign
5,1,2,126,0,1,malignant,malignant
5,1,2,203,1,0,benign,benign
5,1,2,395,1,0,benign,benign
5,1,2,400,0.1,0.9,malignant,malignant
5,1,2,666,1,0,benign,benign
5,1,2,476,1,0,benign,benign
5,1,2,680,0.1,0.9,malignant,malignant
5,1,2,182,1,0,benign,benign
5,1,2,206,0.1,0.9,malignant,malignant
5,1,2,520,1,0,benign,benign
5,1,2,345,1,0,benign,benign
5,1,2,336,0.2,0.8,malignant,malignant
5,1,2,509,1,0,benign,benign
5,1,2,422,0.9,0.1,benign,benign
5,1,2,266,0,1,malignant,malignant
5,1,2,343,1,0,benign,benign
5,1,2,576,1,0,benign,benign
5,1,2,356,0.6,0.4,benign,malignant
5,1,2,258,1,0,benign,benign
5,1,2,91,1,0,benign,benign
5,1,2,18,0,1,malignant,malignant
5,1,2,274,1,0,benign,benign
5,1,2,368,1,0,benign,benign
5,1,2,183,0,1,malignant,malignant
5,1,2,600,1,0,benign,benign
5,1,2,72,0.7,0.3,benign,benign
5,1,2,237,0,1,malignant,malignant
5,1,2,444,1,0,benign,benign
5,1,2,198,1,0,benign,benign
5,1,3,231,0,1,malignant,malignant
5,1,3,144,1,0,benign,benign
5,1,3,89,1,0,benign,benign
5,1,3,467,0,1,malignant,malignant
5,1,3,622,0.9,0.1,benign,benign
5,1,3,692,1,0,benign,benign
5,1,3,491,0,1,malignant,malignant
5,1,3,47,1,0,benign,benign
5,1,3,347,1,0,benign,benign
5,1,3,224,0,1,malignant,malignant
5,1,3,532,1,0,benign,benign
5,1,3,225,1,0,benign,benign
5,1,3,523,0.1,0.9,malignant,malignant
5,1,3,380,1,0,benign,benign
5,1,3,19,1,0,benign,benign
5,1,3,611,0.2,0.8,malignant,malignant
5,1,3,194,1,0,benign,benign
5,1,3,0,1,0,benign,benign
5,1,3,592,0,1,malignant,malignant
5,1,3,405,1,0,benign,benign
5,1,3,44,0,1,malignant,malignant
5,1,3,441,0.8,0.2,benign,benign
5,1,3,507,1,0,benign,benign
5,1,3,288,0.5,0.5,benign,malignant
5,1,3,541,1,0,benign,benign
5,1,3,75,0.8,0.2,benign,benign
5,1,3,54,0.1,0.9,malignant,malignant
5,1,3,396,1,0,benign,benign
5,1,3,618,1,0,benign,benign
5,1,3,264,0.2,0.8,malignant,malignant
5,1,3,428,1,0,benign,benign
5,1,3,511,1,0,benign,benign
5,1,3,604,0.2,0.8,malignant,malignant
5,1,3,539,1,0,benign,benign
5,1,3,490,1,0,benign,benign
5,1,3,173,0,1,malignant,malignant
5,1,3,378,1,0,benign,benign
5,1,3,664,1,0,benign,benign
5,1,3,465,0,1,malignant,malignant
5,1,3,287,1,0,benign,benign
5,1,3,315,0.23,0.77,malignant,benign
5,1,3,126,0,1,malignant,malignant
5,1,3,203,1,0,benign,benign
5,1,3,395,1,0,benign,benign
5,1,3,400,0,1,malignant,malignant
5,1,3,666,1,0,benign,benign
5,1,3,476,1,0,benign,benign
5,1,3,680,0,1,malignant,malignant
5,1,3,182,1,0,benign,benign
5,1,3,206,0,1,malignant,malignant
5,1,3,520,1,0,benign,benign
5,1,3,345,1,0,benign,benign
5,1,3,336,0,1,malignant,malignant
5,1,3,509,1,0,benign,benign
5,1,3,422,0.6,0.4,benign,benign
5,1,3,266,0,1,malignant,malignant
5,1,3,343,1,0,benign,benign
5,1,3,576,1,0,benign,benign
5,1,3,356,0.6,0.4,benign,malignant
5,1,3,258,1,0,benign,benign
5,1,3,91,1,0,benign,benign
5,1,3,18,0,1,malignant,malignant
5,1,3,274,1,0,benign,benign
5,1,3,368,1,0,benign,benign
5,1,3,183,0.1,0.9,malignant,malignant
5,1,3,600,1,0,benign,benign
5,1,3,72,0.4,0.6,malignant,benign
5,1,3,237,0.1,0.9,malignant,malignant
5,1,3,444,1,0,benign,benign
5,1,3,198,1,0,benign,benign
5,1,4,231,0.1,0.9,malignant,malignant
5,1,4,144,1,0,benign,benign
5,1,4,89,1,0,benign,benign
5,1,4,467,0.1,0.9,malignant,malignant
5,1,4,622,0.9,0.1,benign,benign
5,1,4,692,1,0,benign,benign
5,1,4,491,0,1,malignant,malignant
5,1,4,47,1,0,benign,benign
5,1,4,347,0.9,0.1,benign,benign
5,1,4,224,0,1,malignant,malignant
5,1,4,532,1,0,benign,benign
5,1,4,225,1,0,benign,benign
5,1,4,523,0,1,malignant,malignant
5,1,4,380,1,0,benign,benign
5,1,4,19,1,0,benign,benign
5,1,4,611,0,1,malignant,malignant
5,1,4,194,1,0,benign,benign
5,1,4,0,1,0,benign,benign
5,1,4,592,0.1,0.9,malignant,malignant
5,1,4,405,1,0,benign,benign
5,1,4,44,0,1,malignant,malignant
5,1,4,441,0.8,0.2,benign,benign
5,1,4,507,1,0,benign,benign
5,1,4,288,0.5,0.5,benign,malignant
5,1,4,541,1,0,benign,benign
5,1,4,75,0.9,0.1,benign,benign
5,1,4,54,0.1,0.9,malignant,malignant
5,1,4,396,1,0,benign,benign
5,1,4,618,1,0,benign,benign
5,1,4,264,0.1,0.9,malignant,malignant
5,1,4,428,1,0,benign,benign
5,1,4,511,1,0,benign,benign
5,1,4,604,0.5,0.5,benign,malignant
5,1,4,539,1,0,benign,benign
5,1,4,490,1,0,benign,benign
5,1,4,173,0,1,malignant,malignant
5,1,4,378,0.9,0.1,benign,benign
5,1,4,664,0.9,0.1,benign,benign
5,1,4,465,0,1,malignant,malignant
5,1,4,287,1,0,benign,benign
5,1,4,315,0.2,0.8,malignant,benign
5,1,4,126,0,1,malignant,malignant
5,1,4,203,1,0,benign,benign
5,1,4,395,1,0,benign,benign
5,1,4,400,0,1,malignant,malignant
5,1,4,666,1,0,benign,benign
5,1,4,476,1,0,benign,benign
5,1,4,680,0,1,malignant,malignant
5,1,4,182,1,0,benign,benign
5,1,4,206,0.1,0.9,malignant,malignant
5,1,4,520,1,0,benign,benign
5,1,4,345,1,0,benign,benign
5,1,4,336,0.1,0.9,malignant,malignant
5,1,4,509,1,0,benign,benign
5,1,4,422,0.7,0.3,benign,benign
5,1,4,266,0,1,malignant,malignant
5,1,4,343,1,0,benign,benign
5,1,4,576,1,0,benign,benign
5,1,4,356,0.5,0.5,benign,malignant
5,1,4,258,1,0,benign,benign
5,1,4,91,1,0,benign,benign
5,1,4,18,0,1,malignant,malignant
5,1,4,274,1,0,benign,benign
5,1,4,368,1,0,benign,benign
5,1,4,183,0,1,malignant,malignant
5,1,4,600,1,0,benign,benign
5,1,4,72,0.7,0.3,benign,benign
5,1,4,237,0,1,malignant,malignant
5,1,4,444,0.9,0.1,benign,benign
5,1,4,198,1,0,benign,benign
5,1,5,231,0,1,malignant,malignant
5,1,5,144,1,0,benign,benign
5,1,5,89,1,0,benign,benign
5,1,5,467,0.2,0.8,malignant,malignant
5,1,5,622,0.7,0.3,benign,benign
5,1,5,692,1,0,benign,benign
5,1,5,491,0,1,malignant,malignant
5,1,5,47,1,0,benign,benign
5,1,5,347,0.864117,0.135883,benign,benign
5,1,5,224,0,1,malignant,malignant
5,1,5,532,1,0,benign,benign
5,1,5,225,1,0,benign,benign
5,1,5,523,0,1,malignant,malignant
5,1,5,380,1,0,benign,benign
5,1,5,19,1,0,benign,benign
5,1,5,611,0,1,malignant,malignant
5,1,5,194,1,0,benign,benign
5,1,5,0,1,0,benign,benign
5,1,5,592,0,1,malignant,malignant
5,1,5,405,1,0,benign,benign
5,1,5,44,0,1,malignant,malignant
5,1,5,441,0.7,0.3,benign,benign
5,1,5,507,1,0,benign,benign
5,1,5,288,0.3,0.7,malignant,malignant
5,1,5,541,1,0,benign,benign
5,1,5,75,1,0,benign,benign
5,1,5,54,0,1,malignant,malignant
5,1,5,396,1,0,benign,benign
5,1,5,618,1,0,benign,benign
5,1,5,264,0,1,malignant,malignant
5,1,5,428,1,0,benign,benign
5,1,5,511,1,0,benign,benign
5,1,5,604,0.1,0.9,malignant,malignant
5,1,5,539,1,0,benign,benign
5,1,5,490,1,0,benign,benign
5,1,5,173,0,1,malignant,malignant
5,1,5,378,1,0,benign,benign
5,1,5,664,1,0,benign,benign
5,1,5,465,0,1,malignant,malignant
5,1,5,287,1,0,benign,benign
5,1,5,315,0.043433,0.956567,malignant,benign
5,1,5,126,0,1,malignant,malignant
5,1,5,203,1,0,benign,benign
5,1,5,395,1,0,benign,benign
5,1,5,400,0,1,malignant,malignant
5,1,5,666,1,0,benign,benign
5,1,5,476,1,0,benign,benign
5,1,5,680,0,1,malignant,malignant
5,1,5,182,1,0,benign,benign
5,1,5,206,0,1,malignant,malignant
5,1,5,520,1,0,benign,benign
5,1,5,345,1,0,benign,benign
5,1,5,336,0.4,0.6,malignant,malignant
5,1,5,509,1,0,benign,benign
5,1,5,422,0.864117,0.135883,benign,benign
5,1,5,266,0,1,malignant,malignant
5,1,5,343,1,0,benign,benign
5,1,5,576,1,0,benign,benign
5,1,5,356,0.7,0.3,benign,malignant
5,1,5,258,1,0,benign,benign
5,1,5,91,1,0,benign,benign
5,1,5,18,0,1,malignant,malignant
5,1,5,274,1,0,benign,benign
5,1,5,368,1,0,benign,benign
5,1,5,183,0,1,malignant,malignant
5,1,5,600,1,0,benign,benign
5,1,5,72,0.7,0.3,benign,benign
5,1,5,237,0,1,malignant,malignant
5,1,5,444,1,0,benign,benign
5,1,5,198,1,0,benign,benign
5,1,6,231,0,1,malignant,malignant
5,1,6,144,1,0,benign,benign
5,1,6,89,1,0,benign,benign
5,1,6,467,0,1,malignant,malignant
5,1,6,622,0.7,0.3,benign,benign
5,1,6,692,1,0,benign,benign
5,1,6,491,0,1,malignant,malignant
5,1,6,47,1,0,benign,benign
5,1,6,347,1,0,benign,benign
5,1,6,224,0,1,malignant,malignant
5,1,6,532,1,0,benign,benign
5,1,6,225,1,0,benign,benign
5,1,6,523,0.1,0.9,malignant,malignant
5,1,6,380,1,0,benign,benign
5,1,6,19,1,0,benign,benign
5,1,6,611,0,1,malignant,malignant
5,1,6,194,1,0,benign,benign
5,1,6,0,1,0,benign,benign
5,1,6,592,0,1,malignant,malignant
5,1,6,405,1,0,benign,benign
5,1,6,44,0,1,malignant,malignant
5,1,6,441,0.8,0.2,benign,benign
5,1,6,507,1,0,benign,benign
5,1,6,288,0.417204,0.582796,malignant,malignant
5,1,6,541,1,0,benign,benign
5,1,6,75,0.9,0.1,benign,benign
5,1,6,54,0,1,malignant,malignant
5,1,6,396,1,0,benign,benign
5,1,6,618,1,0,benign,benign
5,1,6,264,0,1,malignant,malignant
5,1,6,428,1,0,benign,benign
5,1,6,511,1,0,benign,benign
5,1,6,604,0.2,0.8,malignant,malignant
5,1,6,539,1,0,benign,benign
5,1,6,490,1,0,benign,benign
5,1,6,173,0,1,malignant,malignant
5,1,6,378,1,0,benign,benign
5,1,6,664,1,0,benign,benign
5,1,6,465,0,1,malignant,malignant
5,1,6,287,1,0,benign,benign
5,1,6,315,0.1438,0.8562,malignant,benign
5,1,6,126,0,1,malignant,malignant
5,1,6,203,1,0,benign,benign
5,1,6,395,1,0,benign,benign
5,1,6,400,0,1,malignant,malignant
5,1,6,666,1,0,benign,benign
5,1,6,476,1,0,benign,benign
5,1,6,680,0,1,malignant,malignant
5,1,6,182,1,0,benign,benign
5,1,6,206,0,1,malignant,malignant
5,1,6,520,1,0,benign,benign
5,1,6,345,1,0,benign,benign
5,1,6,336,0.1,0.9,malignant,malignant
5,1,6,509,1,0,benign,benign
5,1,6,422,1,0,benign,benign
5,1,6,266,0,1,malignant,malignant
5,1,6,343,1,0,benign,benign
5,1,6,576,1,0,benign,benign
5,1,6,356,0.8,0.2,benign,malignant
5,1,6,258,1,0,benign,benign
5,1,6,91,1,0,benign,benign
5,1,6,18,0,1,malignant,malignant
5,1,6,274,1,0,benign,benign
5,1,6,368,1,0,benign,benign
5,1,6,183,0,1,malignant,malignant
5,1,6,600,1,0,benign,benign
5,1,6,72,0.7,0.3,benign,benign
5,1,6,237,0,1,malignant,malignant
5,1,6,444,1,0,benign,benign
5,1,6,198,1,0,benign,benign
5,1,7,231,0,1,malignant,malignant
5,1,7,144,1,0,benign,benign
5,1,7,89,1,0,benign,benign
5,1,7,467,0.1,0.9,malignant,malignant
5,1,7,622,0.9,0.1,benign,benign
5,1,7,692,1,0,benign,benign
5,1,7,491,0,1,malignant,malignant
5,1,7,47,1,0,benign,benign
5,1,7,347,1,0,benign,benign
5,1,7,224,0,1,malignant,malignant
5,1,7,532,1,0,benign,benign
5,1,7,225,1,0,benign,benign
5,1,7,523,0,1,malignant,malignant
5,1,7,380,1,0,benign,benign
5,1,7,19,1,0,benign,benign
5,1,7,611,0,1,malignant,malignant
5,1,7,194,1,0,benign,benign
5,1,7,0,1,0,benign,benign
5,1,7,592,0.2,0.8,malignant,malignant
5,1,7,405,1,0,benign,benign
5,1,7,44,0,1,malignant,malignant
5,1,7,441,0.2,0.8,malignant,benign
5,1,7,507,1,0,benign,benign
5,1,7,288,0.6,0.4,benign,malignant
5,1,7,541,1,0,benign,benign
5,1,7,75,0.8,0.2,benign,benign
5,1,7,54,0.1,0.9,malignant,malignant
5,1,7,396,1,0,benign,benign
5,1,7,618,1,0,benign,benign
5,1,7,264,0.1,0.9,malignant,malignant
5,1,7,428,1,0,benign,benign
5,1,7,511,1,0,benign,benign
5,1,7,604,0.1,0.9,malignant,malignant
5,1,7,539,1,0,benign,benign
5,1,7,490,1,0,benign,benign
5,1,7,173,0,1,malignant,malignant
5,1,7,378,1,0,benign,benign
5,1,7,664,1,0,benign,benign
5,1,7,465,0,1,malignant,malignant
5,1,7,287,1,0,benign,benign
5,1,7,315,0.056215,0.943785,malignant,benign
5,1,7,126,0,1,malignant,malignant
5,1,7,203,1,0,benign,benign
5,1,7,395,1,0,benign,benign
5,1,7,400,0,1,malignant,malignant
5,1,7,666,1,0,benign,benign
5,1,7,476,1,0,benign,benign
5,1,7,680,0,1,malignant,malignant
5,1,7,182,1,0,benign,benign
5,1,7,206,0,1,malignant,malignant
5,1,7,520,1,0,benign,benign
5,1,7,345,1,0,benign,benign
5,1,7,336,0.4,0.6,malignant,malignant
5,1,7,509,1,0,benign,benign
5,1,7,422,1,0,benign,benign
5,1,7,266,0.1,0.9,malignant,malignant
5,1,7,343,1,0,benign,benign
5,1,7,576,1,0,benign,benign
5,1,7,356,0.706543,0.293457,benign,malignant
5,1,7,258,1,0,benign,benign
5,1,7,91,1,0,benign,benign
5,1,7,18,0.1,0.9,malignant,malignant
5,1,7,274,1,0,benign,benign
5,1,7,368,1,0,benign,benign
5,1,7,183,0,1,malignant,malignant
5,1,7,600,1,0,benign,benign
5,1,7,72,0.9,0.1,benign,benign
5,1,7,237,0,1,malignant,malignant
5,1,7,444,0.9,0.1,benign,benign
5,1,7,198,1,0,benign,benign
5,2,0,333,0,1,malignant,malignant
5,2,0,553,0.802564,0.197436,benign,benign
5,2,0,129,0.4,0.6,malignant,benign
5,2,0,49,0,1,malignant,malignant
5,2,0,27,1,0,benign,benign
5,2,0,3,0.2,0.8,malignant,benign
5,2,0,697,0,1,malignant,malignant
5,2,0,533,1,0,benign,benign
5,2,0,574,0,1,malignant,malignant
5,2,0,371,1,0,benign,benign
5,2,0,573,1,0,benign,benign
5,2,0,226,0,1,malignant,malignant
5,2,0,389,0.8,0.2,benign,benign
5,2,0,693,1,0,benign,benign
5,2,0,608,0,1,malignant,malignant
5,2,0,413,1,0,benign,benign
5,2,0,375,1,0,benign,benign
5,2,0,87,0,1,malignant,malignant
5,2,0,141,1,0,benign,benign
5,2,0,351,1,0,benign,benign
5,2,0,46,0,1,malignant,malignant
5,2,0,29,1,0,benign,benign
5,2,0,318,0.4,0.6,malignant,benign
5,2,0,251,0.102564,0.897436,malignant,malignant
5,2,0,31,1,0,benign,benign
5,2,0,157,1,0,benign,benign
5,2,0,174,0.3,0.7,malignant,malignant
5,2,0,639,1,0,benign,benign
5,2,0,407,1,0,benign,benign
5,2,0,175,0,1,malignant,malignant
5,2,0,277,1,0,benign,benign
5,2,0,363,0.6,0.4,benign,benign
5,2,0,603,0.1,0.9,malignant,malignant
5,2,0,442,1,0,benign,benign
5,2,0,148,0.3,0.7,malignant,benign
5,2,0,357,0,1,malignant,malignant
5,2,0,501,1,0,benign,benign
5,2,0,41,0.3,0.7,malignant,malignant
5,2,0,676,1,0,benign,benign
5,2,0,445,1,0,benign,benign
5,2,0,610,0.3,0.7,malignant,malignant
5,2,0,77,0.9,0.1,benign,benign
5,2,0,454,0.8,0.2,benign,benign
5,2,0,300,0,1,malignant,malignant
5,2,0,40,0,1,malignant,benign
5,2,0,235,0.866186,0.133814,benign,benign
5,2,0,65,0.5,0.5,benign,malignant
5,2,0,189,1,0,benign,benign
5,2,0,656,1,0,benign,benign
5,2,0,23,0.566186,0.433814,benign,malignant
5,2,0,619,1,0,benign,benign
5,2,0,583,1,0,benign,benign
5,2,0,582,0,1,malignant,malignant
5,2,0,584,0.8,0.2,benign,benign
5,2,0,332,0.8,0.2,benign,benign
5,2,0,50,0.7,0.3,benign,malignant
5,2,0,352,0.1,0.9,malignant,benign
5,2,0,627,0.802564,0.197436,benign,benign
5,2,0,63,0.2,0.8,malignant,malignant
5,2,0,291,1,0,benign,benign
5,2,0,95,1,0,benign,benign
5,2,0,284,0.002564,0.997436,malignant,malignant
5,2,0,382,0.8,0.2,benign,benign
5,2,0,216,1,0,benign,benign
5,2,0,261,0,1,malignant,malignant
5,2,0,401,1,0,benign,benign
5,2,0,272,0.3,0.7,malignant,malignant
5,2,0,83,0.9,0.1,benign,benign
5,2,0,209,1,0,benign,benign
5,2,0,160,0,1,malignant,malignant
5,2,1,333,0,1,malignant,malignant
5,2,1,553,0.3,0.7,malignant,benign
5,2,1,129,0.8,0.2,benign,benign
5,2,1,49,0.1,0.9,malignant,malignant
5,2,1,27,1,0,benign,benign
5,2,1,3,0.1,0.9,malignant,benign
5,2,1,697,0,1,malignant,malignant
5,2,1,533,1,0,benign,benign
5,2,1,574,0,1,malignant,malignant
5,2,1,371,1,0,benign,benign
5,2,1,573,1,0,benign,benign
5,2,1,226,0,1,malignant,malignant
5,2,1,389,0.8,0.2,benign,benign
5,2,1,693,1,0,benign,benign
5,2,1,608,0,1,malignant,malignant
5,2,1,413,1,0,benign,benign
5,2,1,375,1,0,benign,benign
5,2,1,87,0.1,0.9,malignant,malignant
5,2,1,141,1,0,benign,benign
5,2,1,351,1,0,benign,benign
5,2,1,46,0.1,0.9,malignant,malignant
5,2,1,29,1,0,benign,benign
5,2,1,318,0.8,0.2,benign,benign
5,2,1,251,0,1,malignant,malignant
5,2,1,31,1,0,benign,benign
5,2,1,157,1,0,benign,benign
5,2,1,174,0,1,malignant,malignant
5,2,1,639,1,0,benign,benign
5,2,1,407,1,0,benign,benign
5,2,1,175,0,1,malignant,malignant
5,2,1,277,1,0,benign,benign
5,2,1,363,0.5,0.5,benign,benign
5,2,1,603,0.2,0.8,malignant,malignant
5,2,1,442,1,0,benign,benign
5,2,1,148,0.6,0.4,benign,benign
5,2,1,357,0,1,malignant,malignant
5,2,1,501,1,0,benign,benign
5,2,1,41,0.2,0.8,malignant,malignant
5,2,1,676,1,0,benign,benign
5,2,1,445,1,0,benign,benign
5,2,1,610,0,1,malignant,malignant
5,2,1,77,1,0,benign,benign
5,2,1,454,0.8,0.2,benign,benign
5,2,1,300,0,1,malignant,malignant
5,2,1,40,0.010345,0.989655,malignant,benign
5,2,1,235,0.88593,0.11407,benign,benign
5,2,1,65,0.3,0.7,malignant,malignant
5,2,1,189,1,0,benign,benign
5,2,1,656,1,0,benign,benign
5,2,1,23,0.367034,0.632966,malignant,malignant
5,2,1,619,1,0,benign,benign
5,2,1,583,1,0,benign,benign
5,2,1,582,0,1,malignant,malignant
5,2,1,584,0.7,0.3,benign,benign
5,2,1,332,1,0,benign,benign
5,2,1,50,0.3,0.7,malignant,malignant
5,2,1,352,0.1,0.9,malignant,benign
5,2,1,627,0.8,0.2,benign,benign
5,2,1,63,0.5,0.5,benign,malignant
5,2,1,291,1,0,benign,benign
5,2,1,95,1,0,benign,benign
5,2,1,284,0,1,malignant,malignant
5,2,1,382,1,0,benign,benign
5,2,1,216,1,0,benign,benign
5,2,1,261,0,1,malignant,malignant
5,2,1,401,1,0,benign,benign
5,2,1,272,0.2,0.8,malignant,malignant
5,2,1,83,0.8,0.2,benign,benign
5,2,1,209,1,0,benign,benign
5,2,1,160,0,1,malignant,malignant
5,2,2,333,0,1,malignant,malignant
5,2,2,553,0.5,0.5,benign,benign
5,2,2,129,0.8,0.2,benign,benign
5,2,2,49,0,1,malignant,malignant
5,2,2,27,1,0,benign,benign
5,2,2,3,0,1,malignant,benign
5,2,2,697,0.2,0.8,malignant,malignant
5,2,2,533,1,0,benign,benign
5,2,2,574,0.1,0.9,malignant,malignant
5,2,2,371,1,0,benign,benign
5,2,2,573,1,0,benign,benign
5,2,2,226,0,1,malignant,malignant
5,2,2,389,1,0,benign,benign
5,2,2,693,1,0,benign,benign
5,2,2,608,0.1,0.9,malignant,malignant
5,2,2,413,1,0,benign,benign
5,2,2,375,1,0,benign,benign
5,2,2,87,0.2,0.8,malignant,malignant
5,2,2,141,1,0,benign,benign
5,2,2,351,1,0,benign,benign
5,2,2,46,0.1,0.9,malignant,malignant
5,2,2,29,1,0,benign,benign
5,2,2,318,0.9,0.1,benign,benign
5,2,2,251,0.3,0.7,malignant,malignant
5,2,2,31,1,0,benign,benign
5,2,2,157,1,0,benign,benign
5,2,2,174,0,1,malignant,malignant
5,2,2,639,1,0,benign,benign
5,2,2,407,1,0,benign,benign
5,2,2,175,0.1,0.9,malignant,malignant
5,2,2,277,1,0,benign,benign
5,2,2,363,0.4,0.6,malignant,benign
5,2,2,603,0.14,0.86,malignant,malignant
5,2,2,442,0.9,0.1,benign,benign
5,2,2,148,0.8,0.2,benign,benign
5,2,2,357,0.1,0.9,malignant,malignant
5,2,2,501,1,0,benign,benign
5,2,2,41,0.2,0.8,malignant,malignant
5,2,2,676,1,0,benign,benign
5,2,2,445,1,0,benign,benign
5,2,2,610,0,1,malignant,malignant
5,2,2,77,0.9,0.1,benign,benign
5,2,2,454,1,0,benign,benign
5,2,2,300,0,1,malignant,malignant
5,2,2,40,0.09832,0.90168,malignant,benign
5,2,2,235,0.955985,0.044015,benign,benign
5,2,2,65,0.3,0.7,malignant,malignant
5,2,2,189,1,0,benign,benign
5,2,2,656,1,0,benign,benign
5,2,2,23,0.29832,0.70168,malignant,malignant
5,2,2,619,1,0,benign,benign
5,2,2,583,1,0,benign,benign
5,2,2,582,0,1,malignant,malignant
5,2,2,584,1,0,benign,benign
5,2,2,332,1,0,benign,benign
5,2,2,50,0.3,0.7,malignant,malignant
5,2,2,352,0.525,0.475,benign,benign
5,2,2,627,0.9,0.1,benign,benign
5,2,2,63,0.3,0.7,malignant,malignant
5,2,2,291,1,0,benign,benign
5,2,2,95,1,0,benign,benign
5,2,2,284,0.1,0.9,malignant,malignant
5,2,2,382,1,0,benign,benign
5,2,2,216,1,0,benign,benign
5,2,2,261,0.1,0.9,malignant,malignant
5,2,2,401,1,0,benign,benign
5,2,2,272,0.2,0.8,malignant,malignant
5,2,2,83,1,0,benign,benign
5,2,2,209,1,0,benign,benign
5,2,2,160,0,1,malignant,malignant
5,2,3,333,0,1,malignant,malignant
5,2,3,553,0.609836,0.390164,benign,benign
5,2,3,129,0.9,0.1,benign,benign
5,2,3,49,0,1,malignant,malignant
5,2,3,27,1,0,benign,benign
5,2,3,3,0.1,0.9,malignant,benign
5,2,3,697,0.1,0.9,malignant,malignant
5,2,3,533,1,0,benign,benign
5,2,3,574,0,1,malignant,malignant
5,2,3,371,1,0,benign,benign
5,2,3,573,1,0,benign,benign
5,2,3,226,0,1,malignant,malignant
5,2,3,389,0.8,0.2,benign,benign
5,2,3,693,1,0,benign,benign
5,2,3,608,0,1,malignant,malignant
5,2,3,413,1,0,benign,benign
5,2,3,375,1,0,benign,benign
5,2,3,87,0.231579,0.768421,malignant,malignant
5,2,3,141,1,0,benign,benign
5,2,3,351,1,0,benign,benign
5,2,3,46,0.231579,0.768421,malignant,malignant
5,2,3,29,1,0,benign,benign
5,2,3,318,0.8,0.2,benign,benign
5,2,3,251,0.1,0.9,malignant,malignant
5,2,3,31,1,0,benign,benign
5,2,3,157,1,0,benign,benign
5,2,3,174,0,1,malignant,malignant
5,2,3,639,1,0,benign,benign
5,2,3,407,1,0,benign,benign
5,2,3,175,0,1,malignant,malignant
5,2,3,277,1,0,benign,benign
5,2,3,363,0.6,0.4,benign,benign
5,2,3,603,0,1,malignant,malignant
5,2,3,442,1,0,benign,benign
5,2,3,148,0.6,0.4,benign,benign
5,2,3,357,0,1,malignant,malignant
5,2,3,501,1,0,benign,benign
5,2,3,41,0,1,malignant,malignant
5,2,3,676,1,0,benign,benign
5,2,3,445,1,0,benign,benign
5,2,3,610,0,1,malignant,malignant
5,2,3,77,0.9,0.1,benign,benign
5,2,3,454,1,0,benign,benign
5,2,3,300,0,1,malignant,malignant
5,2,3,40,0.063277,0.936723,malignant,benign
5,2,3,235,0.817707,0.182293,benign,benign
5,2,3,65,0.3,0.7,malignant,malignant
5,2,3,189,1,0,benign,benign
5,2,3,656,1,0,benign,benign
5,2,3,23,0.2,0.8,malignant,malignant
5,2,3,619,1,0,benign,benign
5,2,3,583,1,0,benign,benign
5,2,3,582,0,1,malignant,malignant
5,2,3,584,0.8,0.2,benign,benign
5,2,3,332,1,0,benign,benign
5,2,3,50,0.3,0.7,malignant,malignant
5,2,3,352,0.5,0.5,benign,benign
5,2,3,627,0.909836,0.090164,benign,benign
5,2,3,63,0.2,0.8,malignant,malignant
5,2,3,291,1,0,benign,benign
5,2,3,95,1,0,benign,benign
5,2,3,284,0,1,malignant,malignant
5,2,3,382,1,0,benign,benign
5,2,3,216,1,0,benign,benign
5,2,3,261,0,1,malignant,malignant
5,2,3,401,1,0,benign,benign
5,2,3,272,0.2,0.8,malignant,malignant
5,2,3,83,1,0,benign,benign
5,2,3,209,1,0,benign,benign
5,2,3,160,0,1,malignant,malignant
5,2,4,333,0.1,0.9,malignant,malignant
5,2,4,553,0.3,0.7,malignant,benign
5,2,4,129,0.9,0.1,benign,benign
5,2,4,49,0,1,malignant,malignant
5,2,4,27,1,0,benign,benign
5,2,4,3,0.1,0.9,malignant,benign
5,2,4,697,0,1,malignant,malignant
5,2,4,533,1,0,benign,benign
5,2,4,574,0,1,malignant,malignant
5,2,4,371,1,0,benign,benign
5,2,4,573,1,0,benign,benign
5,2,4,226,0,1,malignant,malignant
5,2,4,389,1,0,benign,benign
5,2,4,693,1,0,benign,benign
5,2,4,608,0,1,malignant,malignant
5,2,4,413,1,0,benign,benign
5,2,4,375,1,0,benign,benign
5,2,4,87,0.2,0.8,malignant,malignant
5,2,4,141,1,0,benign,benign
5,2,4,351,1,0,benign,benign
5,2,4,46,0.3,0.7,malignant,malignant
5,2,4,29,1,0,benign,benign
5,2,4,318,0.8,0.2,benign,benign
5,2,4,251,0,1,malignant,malignant
5,2,4,31,1,0,benign,benign
5,2,4,157,1,0,benign,benign
5,2,4,174,0,1,malignant,malignant
5,2,4,639,1,0,benign,benign
5,2,4,407,1,0,benign,benign
5,2,4,175,0.1,0.9,malignant,malignant
5,2,4,277,1,0,benign,benign
5,2,4,363,0.3,0.7,malignant,benign
5,2,4,603,0,1,malignant,malignant
5,2,4,442,1,0,benign,benign
5,2,4,148,0.6,0.4,benign,benign
5,2,4,357,0,1,malignant,malignant
5,2,4,501,1,0,benign,benign
5,2,4,41,0.1,0.9,malignant,malignant
5,2,4,676,1,0,benign,benign
5,2,4,445,1,0,benign,benign
5,2,4,610,0.2,0.8,malignant,malignant
5,2,4,77,1,0,benign,benign
5,2,4,454,1,0,benign,benign
5,2,4,300,0,1,malignant,malignant
5,2,4,40,0.079518,0.920482,malignant,benign
5,2,4,235,0.880781,0.119219,benign,benign
5,2,4,65,0.4,0.6,malignant,malignant
5,2,4,189,1,0,benign,benign
5,2,4,656,1,0,benign,benign
5,2,4,23,0.285297,0.714703,malignant,malignant
5,2,4,619,1,0,benign,benign
5,2,4,583,1,0,benign,benign
5,2,4,582,0.1,0.9,malignant,malignant
5,2,4,584,1,0,benign,benign
5,2,4,332,1,0,benign,benign
5,2,4,50,0.2,0.8,malignant,malignant
5,2,4,352,0.2,0.8,malignant,benign
5,2,4,627,1,0,benign,benign
5,2,4,63,0.5,0.5,benign,malignant
5,2,4,291,1,0,benign,benign
5,2,4,95,1,0,benign,benign
5,2,4,284,0,1,malignant,malignant
5,2,4,382,1,0,benign,benign
5,2,4,216,1,0,benign,benign
5,2,4,261,0,1,malignant,malignant
5,2,4,401,1,0,benign,benign
5,2,4,272,0.2,0.8,malignant,malignant
5,2,4,83,1,0,benign,benign
5,2,4,209,1,0,benign,benign
5,2,4,160,0,1,malignant,malignant
5,2,5,333,0,1,malignant,malignant
5,2,5,553,0.6,0.4,benign,benign
5,2,5,129,0.8,0.2,benign,benign
5,2,5,49,0,1,malignant,malignant
5,2,5,27,1,0,benign,benign
5,2,5,3,0.1,0.9,malignant,benign
5,2,5,697,0,1,malignant,malignant
5,2,5,533,1,0,benign,benign
5,2,5,574,0,1,malignant,malignant
5,2,5,371,1,0,benign,benign
5,2,5,573,1,0,benign,benign
5,2,5,226,0,1,malignant,malignant
5,2,5,389,0.9,0.1,benign,benign
5,2,5,693,1,0,benign,benign
5,2,5,608,0,1,malignant,malignant
5,2,5,413,1,0,benign,benign
5,2,5,375,1,0,benign,benign
5,2,5,87,0,1,malignant,malignant
5,2,5,141,1,0,benign,benign
5,2,5,351,1,0,benign,benign
5,2,5,46,0.2465,0.7535,malignant,malignant
5,2,5,29,1,0,benign,benign
5,2,5,318,0.6,0.4,benign,benign
5,2,5,251,0,1,malignant,malignant
5,2,5,31,1,0,benign,benign
5,2,5,157,1,0,benign,benign
5,2,5,174,0,1,malignant,malignant
5,2,5,639,1,0,benign,benign
5,2,5,407,1,0,benign,benign
5,2,5,175,0,1,malignant,malignant
5,2,5,277,1,0,benign,benign
5,2,5,363,0.6,0.4,benign,benign
5,2,5,603,0.3,0.7,malignant,malignant
5,2,5,442,1,0,benign,benign
5,2,5,148,0.6,0.4,benign,benign
5,2,5,357,0,1,malignant,malignant
5,2,5,501,1,0,benign,benign
5,2,5,41,0,1,malignant,malignant
5,2,5,676,1,0,benign,benign
5,2,5,445,1,0,benign,benign
5,2,5,610,0.1,0.9,malignant,malignant
5,2,5,77,1,0,benign,benign
5,2,5,454,0.9,0.1,benign,benign
5,2,5,300,0,1,malignant,malignant
5,2,5,40,0.019751,0.980249,malignant,benign
5,2,5,235,0.935294,0.064706,benign,benign
5,2,5,65,0.2,0.8,malignant,malignant
5,2,5,189,1,0,benign,benign
5,2,5,656,1,0,benign,benign
5,2,5,23,0.128084,0.871916,malignant,malignant
5,2,5,619,1,0,benign,benign
5,2,5,583,1,0,benign,benign
5,2,5,582,0.1,0.9,malignant,malignant
5,2,5,584,1,0,benign,benign
5,2,5,332,1,0,benign,benign
5,2,5,50,0.3,0.7,malignant,malignant
5,2,5,352,0.448276,0.551724,malignant,benign
5,2,5,627,1,0,benign,benign
5,2,5,63,0.4,0.6,malignant,malignant
5,2,5,291,1,0,benign,benign
5,2,5,95,1,0,benign,benign
5,2,5,284,0,1,malignant,malignant
5,2,5,382,1,0,benign,benign
5,2,5,216,1,0,benign,benign
5,2,5,261,0,1,malignant,malignant
5,2,5,401,1,0,benign,benign
5,2,5,272,0,1,malignant,malignant
5,2,5,83,0.9,0.1,benign,benign
5,2,5,209,1,0,benign,benign
5,2,5,160,0,1,malignant,malignant
5,2,6,333,0.2,0.8,malignant,malignant
5,2,6,553,0.6,0.4,benign,benign
5,2,6,129,0.9,0.1,benign,benign
5,2,6,49,0,1,malignant,malignant
5,2,6,27,1,0,benign,benign
5,2,6,3,0.1,0.9,malignant,benign
5,2,6,697,0,1,malignant,malignant
5,2,6,533,1,0,benign,benign
5,2,6,574,0,1,malignant,malignant
5,2,6,371,1,0,benign,benign
5,2,6,573,1,0,benign,benign
5,2,6,226,0,1,malignant,malignant
5,2,6,389,1,0,benign,benign
5,2,6,693,1,0,benign,benign
5,2,6,608,0,1,malignant,malignant
5,2,6,413,1,0,benign,benign
5,2,6,375,1,0,benign,benign
5,2,6,87,0.1,0.9,malignant,malignant
5,2,6,141,1,0,benign,benign
5,2,6,351,1,0,benign,benign
5,2,6,46,0.3,0.7,malignant,malignant
5,2,6,29,1,0,benign,benign
5,2,6,318,0.9,0.1,benign,benign
5,2,6,251,0,1,malignant,malignant
5,2,6,31,1,0,benign,benign
5,2,6,157,1,0,benign,benign
5,2,6,174,0,1,malignant,malignant
5,2,6,639,1,0,benign,benign
5,2,6,407,1,0,benign,benign
5,2,6,175,0.1,0.9,malignant,malignant
5,2,6,277,1,0,benign,benign
5,2,6,363,0.5,0.5,benign,benign
5,2,6,603,0.1,0.9,malignant,malignant
5,2,6,442,1,0,benign,benign
5,2,6,148,0.5,0.5,benign,benign
5,2,6,357,0,1,malignant,malignant
5,2,6,501,1,0,benign,benign
5,2,6,41,0.2,0.8,malignant,malignant
5,2,6,676,1,0,benign,benign
5,2,6,445,1,0,benign,benign
5,2,6,610,0,1,malignant,malignant
5,2,6,77,1,0,benign,benign
5,2,6,454,1,0,benign,benign
5,2,6,300,0,1,malignant,malignant
5,2,6,40,0,1,malignant,benign
5,2,6,235,0.675309,0.324691,benign,benign
5,2,6,65,0.5,0.5,benign,malignant
5,2,6,189,1,0,benign,benign
5,2,6,656,1,0,benign,benign
5,2,6,23,0.248361,0.751639,malignant,malignant
5,2,6,619,1,0,benign,benign
5,2,6,583,1,0,benign,benign
5,2,6,582,0.1,0.9,malignant,malignant
5,2,6,584,1,0,benign,benign
5,2,6,332,1,0,benign,benign
5,2,6,50,0.2,0.8,malignant,malignant
5,2,6,352,0.3,0.7,malignant,benign
5,2,6,627,1,0,benign,benign
5,2,6,63,0.5,0.5,benign,malignant
5,2,6,291,1,0,benign,benign
5,2,6,95,1,0,benign,benign
5,2,6,284,0,1,malignant,malignant
5,2,6,382,1,0,benign,benign
5,2,6,216,1,0,benign,benign
5,2,6,261,0,1,malignant,malignant
5,2,6,401,1,0,benign,benign
5,2,6,272,0,1,malignant,malignant
5,2,6,83,1,0,benign,benign
5,2,6,209,1,0,benign,benign
5,2,6,160,0,1,malignant,malignant
5,2,7,333,0.2,0.8,malignant,malignant
5,2,7,553,0.5,0.5,malignant,benign
5,2,7,129,0.7,0.3,benign,benign
5,2,7,49,0,1,malignant,malignant
5,2,7,27,1,0,benign,benign
5,2,7,3,0.2,0.8,malignant,benign
5,2,7,697,0,1,malignant,malignant
5,2,7,533,1,0,benign,benign
5,2,7,574,0,1,malignant,malignant
5,2,7,371,1,0,benign,benign
5,2,7,573,1,0,benign,benign
5,2,7,226,0,1,malignant,malignant
5,2,7,389,1,0,benign,benign
5,2,7,693,1,0,benign,benign
5,2,7,608,0,1,malignant,malignant
5,2,7,413,1,0,benign,benign
5,2,7,375,1,0,benign,benign
5,2,7,87,0,1,malignant,malignant
5,2,7,141,1,0,benign,benign
5,2,7,351,1,0,benign,benign
5,2,7,46,0.637405,0.362595,benign,malignant
5,2,7,29,1,0,benign,benign
5,2,7,318,1,0,benign,benign
5,2,7,251,0,1,malignant,malignant
5,2,7,31,1,0,benign,benign
5,2,7,157,1,0,benign,benign
5,2,7,174,0,1,malignant,malignant
5,2,7,639,1,0,benign,benign
5,2,7,407,1,0,benign,benign
5,2,7,175,0,1,malignant,malignant
5,2,7,277,1,0,benign,benign
5,2,7,363,0.5,0.5,malignant,benign
5,2,7,603,0.137914,0.862086,malignant,malignant
5,2,7,442,1,0,benign,benign
5,2,7,148,0.8,0.2,benign,benign
5,2,7,357,0,1,malignant,malignant
5,2,7,501,1,0,benign,benign
5,2,7,41,0.1,0.9,malignant,malignant
5,2,7,676,1,0,benign,benign
5,2,7,445,1,0,benign,benign
5,2,7,610,0,1,malignant,malignant
5,2,7,77,1,0,benign,benign
5,2,7,454,1,0,benign,benign
5,2,7,300,0.2,0.8,malignant,malignant
5,2,7,40,0.037866,0.962134,malignant,benign
5,2,7,235,0.861066,0.138934,benign,benign
5,2,7,65,0.3,0.7,malignant,malignant
5,2,7,189,1,0,benign,benign
5,2,7,656,1,0,benign,benign
5,2,7,23,0.077036,0.922964,malignant,malignant
5,2,7,619,1,0,benign,benign
5,2,7,583,1,0,benign,benign
5,2,7,582,0,1,malignant,malignant
5,2,7,584,1,0,benign,benign
5,2,7,332,1,0,benign,benign
5,2,7,50,0,1,malignant,malignant
5,2,7,352,0.243678,0.756322,malignant,benign
5,2,7,627,1,0,benign,benign
5,2,7,63,0.8,0.2,benign,malignant
5,2,7,291,1,0,benign,benign
5,2,7,95,1,0,benign,benign
5,2,7,284,0,1,malignant,malignant
5,2,7,382,1,0,benign,benign
5,2,7,216,1,0,benign,benign
5,2,7,261,0,1,malignant,malignant
5,2,7,401,1,0,benign,benign
5,2,7,272,0.1,0.9,malignant,malignant
5,2,7,83,0.9,0.1,benign,benign
5,2,7,209,1,0,benign,benign
5,2,7,160,0,1,malignant,malignant
5,3,0,195,1,0,benign,benign
5,3,0,385,0.6,0.4,benign,benign
5,3,0,223,0,1,malignant,malignant
5,3,0,208,1,0,benign,benign
5,3,0,443,1,0,benign,benign
5,3,0,177,0,1,malignant,malignant
5,3,0,13,1,0,benign,benign
5,3,0,496,1,0,benign,benign
5,3,0,191,0,1,malignant,malignant
5,3,0,393,1,0,benign,benign
5,3,0,64,1,0,benign,benign
5,3,0,32,0,1,malignant,malignant
5,3,0,478,1,0,benign,benign
5,3,0,545,1,0,benign,benign
5,3,0,304,0.1,0.9,malignant,malignant
5,3,0,7,1,0,benign,benign
5,3,0,136,1,0,benign,benign
5,3,0,213,0,1,malignant,malignant
5,3,0,163,1,0,benign,benign
5,3,0,623,1,0,benign,benign
5,3,0,366,0,1,malignant,malignant
5,3,0,516,1,0,benign,benign
5,3,0,294,0.966186,0.033814,benign,benign
5,3,0,222,0.802564,0.197436,benign,malignant
5,3,0,481,0.7,0.3,benign,benign
5,3,0,435,0.5,0.5,benign,malignant
5,3,0,452,1,0,benign,benign
5,3,0,143,0.802564,0.197436,benign,benign
5,3,0,361,0,1,malignant,malignant
5,3,0,88,1,0,benign,benign
5,3,0,276,1,0,benign,benign
5,3,0,267,0.3,0.7,malignant,malignant
5,3,0,471,1,0,benign,benign
5,3,0,6,0.802564,0.197436,benign,benign
5,3,0,57,0.3,0.7,malignant,malignant
5,3,0,662,1,0,benign,benign
5,3,0,695,1,0,benign,benign
5,3,0,586,0,1,malignant,malignant
5,3,0,22,1,0,benign,benign
5,3,0,679,1,0,benign,benign
5,3,0,210,0,1,malignant,malignant
5,3,0,28,1,0,benign,benign
5,3,0,540,1,0,benign,benign
5,3,0,190,0,1,malignant,malignant
5,3,0,125,1,0,benign,benign
5,3,0,244,1,0,benign,benign
5,3,0,488,0,1,malignant,malignant
5,3,0,538,1,0,benign,benign
5,3,0,505,1,0,benign,benign
5,3,0,99,0,1,malignant,malignant
5,3,0,102,1,0,benign,benign
5,3,0,115,0.802564,0.197436,benign,benign
5,3,0,295,0,1,malignant,malignant
5,3,0,579,1,0,benign,benign
5,3,0,236,0,1,malignant,malignant
5,3,0,281,1,0,benign,benign
5,3,0,278,1,0,benign,benign
5,3,0,286,0,1,malignant,malignant
5,3,0,80,0.9,0.1,benign,benign
5,3,0,432,1,0,benign,benign
5,3,0,239,0.1,0.9,malignant,malignant
5,3,0,322,1,0,benign,benign
5,3,0,595,1,0,benign,benign
5,3,0,60,0.1,0.9,malignant,malignant
5,3,0,398,1,0,benign,benign
5,3,0,243,0.702564,0.297436,benign,benign
5,3,0,590,0,1,malignant,malignant
5,3,0,461,0.802564,0.197436,benign,benign
5,3,0,561,1,0,benign,benign
5,3,0,149,0,1,malignant,malignant
5,3,1,195,1,0,benign,benign
5,3,1,385,0.8,0.2,benign,benign
5,3,1,223,0,1,malignant,malignant
5,3,1,208,1,0,benign,benign
5,3,1,443,1,0,benign,benign
5,3,1,177,0.1,0.9,malignant,malignant
5,3,1,13,1,0,benign,benign
5,3,1,496,1,0,benign,benign
5,3,1,191,0,1,malignant,malignant
5,3,1,393,1,0,benign,benign
5,3,1,64,1,0,benign,benign
5,3,1,32,0,1,malignant,malignant
5,3,1,478,1,0,benign,benign
5,3,1,545,1,0,benign,benign
5,3,1,304,0,1,malignant,malignant
5,3,1,7,1,0,benign,benign
5,3,1,136,1,0,benign,benign
5,3,1,213,0,1,malignant,malignant
5,3,1,163,1,0,benign,benign
5,3,1,623,1,0,benign,benign
5,3,1,366,0,1,malignant,malignant
5,3,1,516,1,0,benign,benign
5,3,1,294,0.991288,0.008712,benign,benign
5,3,1,222,0.7,0.3,benign,malignant
5,3,1,481,0.8,0.2,benign,benign
5,3,1,435,0,1,malignant,malignant
5,3,1,452,1,0,benign,benign
5,3,1,143,0.8,0.2,benign,benign
5,3,1,361,0.1,0.9,malignant,malignant
5,3,1,88,1,0,benign,benign
5,3,1,276,1,0,benign,benign
5,3,1,267,0.2,0.8,malignant,malignant
5,3,1,471,1,0,benign,benign
5,3,1,6,0.7,0.3,benign,benign
5,3,1,57,0.4,0.6,malignant,malignant
5,3,1,662,1,0,benign,benign
5,3,1,695,1,0,benign,benign
5,3,1,586,0,1,malignant,malignant
5,3,1,22,1,0,benign,benign
5,3,1,679,1,0,benign,benign
5,3,1,210,0,1,malignant,malignant
5,3,1,28,1,0,benign,benign
5,3,1,540,1,0,benign,benign
5,3,1,190,0,1,malignant,malignant
5,3,1,125,1,0,benign,benign
5,3,1,244,1,0,benign,benign
5,3,1,488,0,1,malignant,malignant
5,3,1,538,1,0,benign,benign
5,3,1,505,1,0,benign,benign
5,3,1,99,0,1,malignant,malignant
5,3,1,102,1,0,benign,benign
5,3,1,115,0.8,0.2,benign,benign
5,3,1,295,0,1,malignant,malignant
5,3,1,579,1,0,benign,benign
5,3,1,236,0,1,malignant,malignant
5,3,1,281,1,0,benign,benign
5,3,1,278,1,0,benign,benign
5,3,1,286,0,1,malignant,malignant
5,3,1,80,0.8,0.2,benign,benign
5,3,1,432,1,0,benign,benign
5,3,1,239,0,1,malignant,malignant
5,3,1,322,1,0,benign,benign
5,3,1,595,1,0,benign,benign
5,3,1,60,0.2,0.8,malignant,malignant
5,3,1,398,1,0,benign,benign
5,3,1,243,0.6,0.4,benign,benign
5,3,1,590,0.1,0.9,malignant,malignant
5,3,1,461,0.7,0.3,benign,benign
5,3,1,561,1,0,benign,benign
5,3,1,149,0,1,malignant,malignant
5,3,2,195,1,0,benign,benign
5,3,2,385,0.6,0.4,benign,benign
5,3,2,223,0,1,malignant,malignant
5,3,2,208,1,0,benign,benign
5,3,2,443,1,0,benign,benign
5,3,2,177,0,1,malignant,malignant
5,3,2,13,1,0,benign,benign
5,3,2,496,1,0,benign,benign
5,3,2,191,0.1,0.9,malignant,malignant
5,3,2,393,1,0,benign,benign
5,3,2,64,1,0,benign,benign
5,3,2,32,0,1,malignant,malignant
5,3,2,478,1,0,benign,benign
5,3,2,545,1,0,benign,benign
5,3,2,304,0,1,malignant,malignant
5,3,2,7,1,0,benign,benign
5,3,2,136,1,0,benign,benign
5,3,2,213,0.1,0.9,malignant,malignant
5,3,2,163,1,0,benign,benign
5,3,2,623,1,0,benign,benign
5,3,2,366,0.1,0.9,malignant,malignant
5,3,2,516,1,0,benign,benign
5,3,2,294,0.994382,0.005618,benign,benign
5,3,2,222,0.8,0.2,benign,malignant
5,3,2,481,0.9,0.1,benign,benign
5,3,2,435,0.1,0.9,malignant,malignant
5,3,2,452,1,0,benign,benign
5,3,2,143,0.9,0.1,benign,benign
5,3,2,361,0.1,0.9,malignant,malignant
5,3,2,88,1,0,benign,benign
5,3,2,276,1,0,benign,benign
5,3,2,267,0.2,0.8,malignant,malignant
5,3,2,471,1,0,benign,benign
5,3,2,6,0.9,0.1,benign,benign
5,3,2,57,0.4,0.6,malignant,malignant
5,3,2,662,1,0,benign,benign
5,3,2,695,1,0,benign,benign
5,3,2,586,0,1,malignant,malignant
5,3,2,22,1,0,benign,benign
5,3,2,679,1,0,benign,benign
5,3,2,210,0,1,malignant,malignant
5,3,2,28,1,0,benign,benign
5,3,2,540,1,0,benign,benign
5,3,2,190,0,1,malignant,malignant
5,3,2,125,1,0,benign,benign
5,3,2,244,1,0,benign,benign
5,3,2,488,0.2,0.8,malignant,malignant
5,3,2,538,1,0,benign,benign
5,3,2,505,0.9,0.1,benign,benign
5,3,2,99,0,1,malignant,malignant
5,3,2,102,1,0,benign,benign
5,3,2,115,0.9,0.1,benign,benign
5,3,2,295,0,1,malignant,malignant
5,3,2,579,1,0,benign,benign
5,3,2,236,0,1,malignant,malignant
5,3,2,281,1,0,benign,benign
5,3,2,278,1,0,benign,benign
5,3,2,286,0.1,0.9,malignant,malignant
5,3,2,80,1,0,benign,benign
5,3,2,432,1,0,benign,benign
5,3,2,239,0.1,0.9,malignant,malignant
5,3,2,322,1,0,benign,benign
5,3,2,595,1,0,benign,benign
5,3,2,60,0.3,0.7,malignant,malignant
5,3,2,398,1,0,benign,benign
5,3,2,243,0.9,0.1,benign,benign
5,3,2,590,0.24,0.76,malignant,malignant
5,3,2,461,0.9,0.1,benign,benign
5,3,2,561,1,0,benign,benign
5,3,2,149,0,1,malignant,malignant
5,3,3,195,1,0,benign,benign
5,3,3,385,0.6,0.4,benign,benign
5,3,3,223,0,1,malignant,malignant
5,3,3,208,1,0,benign,benign
5,3,3,443,1,0,benign,benign
5,3,3,177,0,1,malignant,malignant
5,3,3,13,1,0,benign,benign
5,3,3,496,1,0,benign,benign
5,3,3,191,0,1,malignant,malignant
5,3,3,393,1,0,benign,benign
5,3,3,64,1,0,benign,benign
5,3,3,32,0,1,malignant,malignant
5,3,3,478,1,0,benign,benign
5,3,3,545,1,0,benign,benign
5,3,3,304,0.1,0.9,malignant,malignant
5,3,3,7,1,0,benign,benign
5,3,3,136,1,0,benign,benign
5,3,3,213,0,1,malignant,malignant
5,3,3,163,1,0,benign,benign
5,3,3,623,1,0,benign,benign
5,3,3,366,0,1,malignant,malignant
5,3,3,516,1,0,benign,benign
5,3,3,294,1,0,benign,benign
5,3,3,222,0.9,0.1,benign,malignant
5,3,3,481,0.6,0.4,benign,benign
5,3,3,435,0.3,0.7,malignant,malignant
5,3,3,452,1,0,benign,benign
5,3,3,143,1,0,benign,benign
5,3,3,361,0,1,malignant,malignant
5,3,3,88,1,0,benign,benign
5,3,3,276,1,0,benign,benign
5,3,3,267,0.4,0.6,malignant,malignant
5,3,3,471,1,0,benign,benign
5,3,3,6,1,0,benign,benign
5,3,3,57,0.5,0.5,benign,malignant
5,3,3,662,1,0,benign,benign
5,3,3,695,1,0,benign,benign
5,3,3,586,0,1,malignant,malignant
5,3,3,22,1,0,benign,benign
5,3,3,679,1,0,benign,benign
5,3,3,210,0,1,malignant,malignant
5,3,3,28,1,0,benign,benign
5,3,3,540,1,0,benign,benign
5,3,3,190,0,1,malignant,malignant
5,3,3,125,1,0,benign,benign
5,3,3,244,1,0,benign,benign
5,3,3,488,0.43299,0.56701,malignant,malignant
5,3,3,538,1,0,benign,benign
5,3,3,505,1,0,benign,benign
5,3,3,99,0,1,malignant,malignant
5,3,3,102,1,0,benign,benign
5,3,3,115,1,0,benign,benign
5,3,3,295,0,1,malignant,malignant
5,3,3,579,1,0,benign,benign
5,3,3,236,0,1,malignant,malignant
5,3,3,281,1,0,benign,benign
5,3,3,278,1,0,benign,benign
5,3,3,286,0,1,malignant,malignant
5,3,3,80,1,0,benign,benign
5,3,3,432,1,0,benign,benign
5,3,3,239,0,1,malignant,malignant
5,3,3,322,1,0,benign,benign
5,3,3,595,1,0,benign,benign
5,3,3,60,0.13299,0.86701,malignant,malignant
5,3,3,398,1,0,benign,benign
5,3,3,243,1,0,benign,benign
5,3,3,590,0.1,0.9,malignant,malignant
5,3,3,461,0.9,0.1,benign,benign
5,3,3,561,1,0,benign,benign
5,3,3,149,0,1,malignant,malignant
5,3,4,195,1,0,benign,benign
5,3,4,385,0.8,0.2,benign,benign
5,3,4,223,0,1,malignant,malignant
5,3,4,208,1,0,benign,benign
5,3,4,443,1,0,benign,benign
5,3,4,177,0,1,malignant,malignant
5,3,4,13,1,0,benign,benign
5,3,4,496,1,0,benign,benign
5,3,4,191,0,1,malignant,malignant
5,3,4,393,1,0,benign,benign
5,3,4,64,1,0,benign,benign
5,3,4,32,0,1,malignant,malignant
5,3,4,478,1,0,benign,benign
5,3,4,545,1,0,benign,benign
5,3,4,304,0.2,0.8,malignant,malignant
5,3,4,7,1,0,benign,benign
5,3,4,136,1,0,benign,benign
5,3,4,213,0,1,malignant,malignant
5,3,4,163,1,0,benign,benign
5,3,4,623,1,0,benign,benign
5,3,4,366,0.1,0.9,malignant,malignant
5,3,4,516,1,0,benign,benign
5,3,4,294,0.994894,0.005106,benign,benign
5,3,4,222,0.700694,0.299306,benign,malignant
5,3,4,481,1,0,benign,benign
5,3,4,435,0,1,malignant,malignant
5,3,4,452,1,0,benign,benign
5,3,4,143,0.900694,0.099306,benign,benign
5,3,4,361,0,1,malignant,malignant
5,3,4,88,1,0,benign,benign
5,3,4,276,1,0,benign,benign
5,3,4,267,0.1,0.9,malignant,malignant
5,3,4,471,1,0,benign,benign
5,3,4,6,0.800694,0.199306,benign,benign
5,3,4,57,0.495455,0.504545,malignant,malignant
5,3,4,662,1,0,benign,benign
5,3,4,695,1,0,benign,benign
5,3,4,586,0,1,malignant,malignant
5,3,4,22,1,0,benign,benign
5,3,4,679,1,0,benign,benign
5,3,4,210,0,1,malignant,malignant
5,3,4,28,1,0,benign,benign
5,3,4,540,1,0,benign,benign
5,3,4,190,0,1,malignant,malignant
5,3,4,125,1,0,benign,benign
5,3,4,244,1,0,benign,benign
5,3,4,488,0.7,0.3,benign,malignant
5,3,4,538,1,0,benign,benign
5,3,4,505,1,0,benign,benign
5,3,4,99,0.1,0.9,malignant,malignant
5,3,4,102,1,0,benign,benign
5,3,4,115,0.900694,0.099306,benign,benign
5,3,4,295,0.1,0.9,malignant,malignant
5,3,4,579,1,0,benign,benign
5,3,4,236,0,1,malignant,malignant
5,3,4,281,1,0,benign,benign
5,3,4,278,1,0,benign,benign
5,3,4,286,0,1,malignant,malignant
5,3,4,80,0.9,0.1,benign,benign
5,3,4,432,1,0,benign,benign
5,3,4,239,0,1,malignant,malignant
5,3,4,322,1,0,benign,benign
5,3,4,595,1,0,benign,benign
5,3,4,60,0.2,0.8,malignant,malignant
5,3,4,398,1,0,benign,benign
5,3,4,243,0.800694,0.199306,benign,benign
5,3,4,590,0.2,0.8,malignant,malignant
5,3,4,461,0.800694,0.199306,benign,benign
5,3,4,561,1,0,benign,benign
5,3,4,149,0,1,malignant,malignant
5,3,5,195,1,0,benign,benign
5,3,5,385,0.8,0.2,benign,benign
5,3,5,223,0,1,malignant,malignant
5,3,5,208,1,0,benign,benign
5,3,5,443,1,0,benign,benign
5,3,5,177,0.1,0.9,malignant,malignant
5,3,5,13,1,0,benign,benign
5,3,5,496,1,0,benign,benign
5,3,5,191,0,1,malignant,malignant
5,3,5,393,1,0,benign,benign
5,3,5,64,1,0,benign,benign
5,3,5,32,0,1,malignant,malignant
5,3,5,478,1,0,benign,benign
5,3,5,545,1,0,benign,benign
5,3,5,304,0.3,0.7,malignant,malignant
5,3,5,7,1,0,benign,benign
5,3,5,136,1,0,benign,benign
5,3,5,213,0,1,malignant,malignant
5,3,5,163,0.9,0.1,benign,benign
5,3,5,623,1,0,benign,benign
5,3,5,366,0,1,malignant,malignant
5,3,5,516,1,0,benign,benign
5,3,5,294,0.999097,0.000903,benign,benign
5,3,5,222,1,0,benign,malignant
5,3,5,481,1,0,benign,benign
5,3,5,435,0,1,malignant,malignant
5,3,5,452,1,0,benign,benign
5,3,5,143,1,0,benign,benign
5,3,5,361,0,1,malignant,malignant
5,3,5,88,1,0,benign,benign
5,3,5,276,1,0,benign,benign
5,3,5,267,0.1,0.9,malignant,malignant
5,3,5,471,1,0,benign,benign
5,3,5,6,0.884,0.116,benign,benign
5,3,5,57,0.4,0.6,malignant,malignant
5,3,5,662,1,0,benign,benign
5,3,5,695,1,0,benign,benign
5,3,5,586,0,1,malignant,malignant
5,3,5,22,1,0,benign,benign
5,3,5,679,1,0,benign,benign
5,3,5,210,0,1,malignant,malignant
5,3,5,28,1,0,benign,benign
5,3,5,540,1,0,benign,benign
5,3,5,190,0,1,malignant,malignant
5,3,5,125,1,0,benign,benign
5,3,5,244,1,0,benign,benign
5,3,5,488,0.8,0.2,benign,malignant
5,3,5,538,1,0,benign,benign
5,3,5,505,1,0,benign,benign
5,3,5,99,0,1,malignant,malignant
5,3,5,102,1,0,benign,benign
5,3,5,115,1,0,benign,benign
5,3,5,295,0,1,malignant,malignant
5,3,5,579,1,0,benign,benign
5,3,5,236,0,1,malignant,malignant
5,3,5,281,1,0,benign,benign
5,3,5,278,1,0,benign,benign
5,3,5,286,0,1,malignant,malignant
5,3,5,80,1,0,benign,benign
5,3,5,432,1,0,benign,benign
5,3,5,239,0,1,malignant,malignant
5,3,5,322,1,0,benign,benign
5,3,5,595,1,0,benign,benign
5,3,5,60,0.6,0.4,benign,malignant
5,3,5,398,1,0,benign,benign
5,3,5,243,0.9,0.1,benign,benign
5,3,5,590,0.2,0.8,malignant,malignant
5,3,5,461,1,0,benign,benign
5,3,5,561,1,0,benign,benign
5,3,5,149,0,1,malignant,malignant
5,3,6,195,1,0,benign,benign
5,3,6,385,0.9,0.1,benign,benign
5,3,6,223,0.1,0.9,malignant,malignant
5,3,6,208,1,0,benign,benign
5,3,6,443,1,0,benign,benign
5,3,6,177,0,1,malignant,malignant
5,3,6,13,1,0,benign,benign
5,3,6,496,1,0,benign,benign
5,3,6,191,0.1,0.9,malignant,malignant
5,3,6,393,1,0,benign,benign
5,3,6,64,1,0,benign,benign
5,3,6,32,0,1,malignant,malignant
5,3,6,478,1,0,benign,benign
5,3,6,545,1,0,benign,benign
5,3,6,304,0,1,malignant,malignant
5,3,6,7,1,0,benign,benign
5,3,6,136,1,0,benign,benign
5,3,6,213,0,1,malignant,malignant
5,3,6,163,1,0,benign,benign
5,3,6,623,1,0,benign,benign
5,3,6,366,0,1,malignant,malignant
5,3,6,516,1,0,benign,benign
5,3,6,294,0.996026,0.003974,benign,benign
5,3,6,222,1,0,benign,malignant
5,3,6,481,1,0,benign,benign
5,3,6,435,0.2,0.8,malignant,malignant
5,3,6,452,1,0,benign,benign
5,3,6,143,1,0,benign,benign
5,3,6,361,0,1,malignant,malignant
5,3,6,88,1,0,benign,benign
5,3,6,276,1,0,benign,benign
5,3,6,267,0.1,0.9,malignant,malignant
5,3,6,471,1,0,benign,benign
5,3,6,6,0.821582,0.178418,benign,benign
5,3,6,57,0.2,0.8,malignant,malignant
5,3,6,662,1,0,benign,benign
5,3,6,695,1,0,benign,benign
5,3,6,586,0,1,malignant,malignant
5,3,6,22,1,0,benign,benign
5,3,6,679,1,0,benign,benign
5,3,6,210,0,1,malignant,malignant
5,3,6,28,1,0,benign,benign
5,3,6,540,1,0,benign,benign
5,3,6,190,0,1,malignant,malignant
5,3,6,125,1,0,benign,benign
5,3,6,244,1,0,benign,benign
5,3,6,488,0.4,0.6,malignant,malignant
5,3,6,538,1,0,benign,benign
5,3,6,505,1,0,benign,benign
5,3,6,99,0.1,0.9,malignant,malignant
5,3,6,102,1,0,benign,benign
5,3,6,115,1,0,benign,benign
5,3,6,295,0,1,malignant,malignant
5,3,6,579,1,0,benign,benign
5,3,6,236,0,1,malignant,malignant
5,3,6,281,1,0,benign,benign
5,3,6,278,1,0,benign,benign
5,3,6,286,0,1,malignant,malignant
5,3,6,80,0.9,0.1,benign,benign
5,3,6,432,1,0,benign,benign
5,3,6,239,0,1,malignant,malignant
5,3,6,322,1,0,benign,benign
5,3,6,595,1,0,benign,benign
5,3,6,60,0.1,0.9,malignant,malignant
5,3,6,398,1,0,benign,benign
5,3,6,243,0.8,0.2,benign,benign
5,3,6,590,0.1,0.9,malignant,malignant
5,3,6,461,1,0,benign,benign
5,3,6,561,1,0,benign,benign
5,3,6,149,0,1,malignant,malignant
5,3,7,195,1,0,benign,benign
5,3,7,385,1,0,benign,benign
5,3,7,223,0,1,malignant,malignant
5,3,7,208,1,0,benign,benign
5,3,7,443,1,0,benign,benign
5,3,7,177,0.2,0.8,malignant,malignant
5,3,7,13,1,0,benign,benign
5,3,7,496,1,0,benign,benign
5,3,7,191,0.1,0.9,malignant,malignant
5,3,7,393,1,0,benign,benign
5,3,7,64,1,0,benign,benign
5,3,7,32,0,1,malignant,malignant
5,3,7,478,1,0,benign,benign
5,3,7,545,1,0,benign,benign
5,3,7,304,0.1,0.9,malignant,malignant
5,3,7,7,1,0,benign,benign
5,3,7,136,1,0,benign,benign
5,3,7,213,0,1,malignant,malignant
5,3,7,163,0.9,0.1,benign,benign
5,3,7,623,1,0,benign,benign
5,3,7,366,0,1,malignant,malignant
5,3,7,516,1,0,benign,benign
5,3,7,294,1,0,benign,benign
5,3,7,222,1,0,benign,malignant
5,3,7,481,0.9,0.1,benign,benign
5,3,7,435,0,1,malignant,malignant
5,3,7,452,1,0,benign,benign
5,3,7,143,1,0,benign,benign
5,3,7,361,0,1,malignant,malignant
5,3,7,88,1,0,benign,benign
5,3,7,276,1,0,benign,benign
5,3,7,267,0,1,malignant,malignant
5,3,7,471,1,0,benign,benign
5,3,7,6,1,0,benign,benign
5,3,7,57,0.5,0.5,benign,malignant
5,3,7,662,1,0,benign,benign
5,3,7,695,1,0,benign,benign
5,3,7,586,0,1,malignant,malignant
5,3,7,22,1,0,benign,benign
5,3,7,679,1,0,benign,benign
5,3,7,210,0,1,malignant,malignant
5,3,7,28,1,0,benign,benign
5,3,7,540,1,0,benign,benign
5,3,7,190,0,1,malignant,malignant
5,3,7,125,1,0,benign,benign
5,3,7,244,1,0,benign,benign
5,3,7,488,0.4,0.6,malignant,malignant
5,3,7,538,1,0,benign,benign
5,3,7,505,1,0,benign,benign
5,3,7,99,0,1,malignant,malignant
5,3,7,102,1,0,benign,benign
5,3,7,115,1,0,benign,benign
5,3,7,295,0,1,malignant,malignant
5,3,7,579,1,0,benign,benign
5,3,7,236,0,1,malignant,malignant
5,3,7,281,1,0,benign,benign
5,3,7,278,1,0,benign,benign
5,3,7,286,0,1,malignant,malignant
5,3,7,80,0.9,0.1,benign,benign
5,3,7,432,1,0,benign,benign
5,3,7,239,0,1,malignant,malignant
5,3,7,322,1,0,benign,benign
5,3,7,595,1,0,benign,benign
5,3,7,60,0.4,0.6,malignant,malignant
5,3,7,398,1,0,benign,benign
5,3,7,243,0.9,0.1,benign,benign
5,3,7,590,0.2,0.8,malignant,malignant
5,3,7,461,1,0,benign,benign
5,3,7,561,1,0,benign,benign
5,3,7,149,0,1,malignant,malignant
5,4,0,252,0.1,0.9,malignant,benign
5,4,0,631,1,0,benign,benign
5,4,0,421,0,1,malignant,malignant
5,4,0,311,1,0,benign,benign
5,4,0,390,1,0,benign,benign
5,4,0,38,0.002564,0.997436,malignant,malignant
5,4,0,601,1,0,benign,benign
5,4,0,567,1,0,benign,benign
5,4,0,353,0,1,malignant,malignant
5,4,0,8,1,0,benign,benign
5,4,0,649,1,0,benign,benign
5,4,0,167,0,1,malignant,malignant
5,4,0,625,0.7,0.3,benign,benign
5,4,0,427,0,1,malignant,malignant
5,4,0,475,1,0,benign,benign
5,4,0,640,1,0,benign,benign
5,4,0,282,0,1,malignant,malignant
5,4,0,9,1,0,benign,benign
5,4,0,301,1,0,benign,benign
5,4,0,588,0,1,malignant,malignant
5,4,0,256,1,0,benign,benign
5,4,0,554,1,0,benign,benign
5,4,0,73,0,1,malignant,malignant
5,4,0,162,1,0,benign,benign
5,4,0,659,1,0,benign,benign
5,4,0,179,0.1,0.9,malignant,malignant
5,4,0,193,1,0,benign,benign
5,4,0,548,1,0,benign,benign
5,4,0,308,0,1,malignant,malignant
5,4,0,290,1,0,benign,benign
5,4,0,376,1,0,benign,benign
5,4,0,151,0.2,0.8,malignant,malignant
5,4,0,176,1,0,benign,benign
5,4,0,653,1,0,benign,benign
5,4,0,658,0.3,0.7,malignant,malignant
5,4,0,409,1,0,benign,benign
5,4,0,388,1,0,benign,benign
5,4,0,132,0,1,malignant,malignant
5,4,0,621,0.4,0.6,malignant,benign
5,4,0,171,1,0,benign,benign
5,4,0,612,0,1,malignant,malignant
5,4,0,682,1,0,benign,benign
5,4,0,455,0.802564,0.197436,benign,malignant
5,4,0,121,1,0,benign,benign
5,4,0,512,1,0,benign,benign
5,4,0,109,0,1,malignant,malignant
5,4,0,617,0.966186,0.033814,benign,benign
5,4,0,513,1,0,benign,benign
5,4,0,36,0,1,malignant,malignant
5,4,0,181,1,0,benign,benign
5,4,0,624,1,0,benign,benign
5,4,0,412,0,1,malignant,malignant
5,4,0,147,0.8,0.2,benign,benign
5,4,0,560,1,0,benign,benign
5,4,0,71,0.1,0.9,malignant,malignant
5,4,0,232,0.2,0.8,malignant,benign
5,4,0,470,1,0,benign,benign
5,4,0,5,0,1,malignant,malignant
5,4,0,139,0.966186,0.033814,benign,benign
5,4,0,306,1,0,benign,benign
5,4,0,519,0,1,malignant,malignant
5,4,0,140,1,0,benign,benign
5,4,0,684,1,0,benign,benign
5,4,0,292,0.397436,0.602564,malignant,malignant
5,4,0,61,1,0,benign,benign
5,4,0,392,1,0,benign,benign
5,4,0,98,0,1,malignant,malignant
5,4,0,678,1,0,benign,benign
5,4,0,497,1,0,benign,benign
5,4,0,416,0,1,malignant,malignant
5,4,1,252,0,1,malignant,benign
5,4,1,631,1,0,benign,benign
5,4,1,421,0,1,malignant,malignant
5,4,1,311,1,0,benign,benign
5,4,1,390,1,0,benign,benign
5,4,1,38,0,1,malignant,malignant
5,4,1,601,1,0,benign,benign
5,4,1,567,1,0,benign,benign
5,4,1,353,0.1,0.9,malignant,malignant
5,4,1,8,1,0,benign,benign
5,4,1,649,1,0,benign,benign
5,4,1,167,0.1,0.9,malignant,malignant
5,4,1,625,0.7,0.3,benign,benign
5,4,1,427,0,1,malignant,malignant
5,4,1,475,1,0,benign,benign
5,4,1,640,1,0,benign,benign
5,4,1,282,0.1,0.9,malignant,malignant
5,4,1,9,1,0,benign,benign
5,4,1,301,1,0,benign,benign
5,4,1,588,0,1,malignant,malignant
5,4,1,256,1,0,benign,benign
5,4,1,554,1,0,benign,benign
5,4,1,73,0,1,malignant,malignant
5,4,1,162,1,0,benign,benign
5,4,1,659,1,0,benign,benign
5,4,1,179,0.2,0.8,malignant,malignant
5,4,1,193,1,0,benign,benign
5,4,1,548,1,0,benign,benign
5,4,1,308,0,1,malignant,malignant
5,4,1,290,1,0,benign,benign
5,4,1,376,1,0,benign,benign
5,4,1,151,0.1,0.9,malignant,malignant
5,4,1,176,1,0,benign,benign
5,4,1,653,1,0,benign,benign
5,4,1,658,0,1,malignant,malignant
5,4,1,409,1,0,benign,benign
5,4,1,388,1,0,benign,benign
5,4,1,132,0,1,malignant,malignant
5,4,1,621,0.3,0.7,malignant,benign
5,4,1,171,1,0,benign,benign
5,4,1,612,0,1,malignant,malignant
5,4,1,682,1,0,benign,benign
5,4,1,455,0.3,0.7,malignant,malignant
5,4,1,121,0.9,0.1,benign,benign
5,4,1,512,1,0,benign,benign
5,4,1,109,0,1,malignant,malignant
5,4,1,617,0.994796,0.005204,benign,benign
5,4,1,513,1,0,benign,benign
5,4,1,36,0.1,0.9,malignant,malignant
5,4,1,181,1,0,benign,benign
5,4,1,624,1,0,benign,benign
5,4,1,412,0,1,malignant,malignant
5,4,1,147,0.8,0.2,benign,benign
5,4,1,560,1,0,benign,benign
5,4,1,71,0.2,0.8,malignant,malignant
5,4,1,232,0.2,0.8,malignant,benign
5,4,1,470,1,0,benign,benign
5,4,1,5,0,1,malignant,malignant
5,4,1,139,0.994796,0.005204,benign,benign
5,4,1,306,1,0,benign,benign
5,4,1,519,0,1,malignant,malignant
5,4,1,140,1,0,benign,benign
5,4,1,684,1,0,benign,benign
5,4,1,292,0.301479,0.698521,malignant,malignant
5,4,1,61,1,0,benign,benign
5,4,1,392,1,0,benign,benign
5,4,1,98,0,1,malignant,malignant
5,4,1,678,1,0,benign,benign
5,4,1,497,1,0,benign,benign
5,4,1,416,0,1,malignant,malignant
5,4,2,252,0,1,malignant,benign
5,4,2,631,1,0,benign,benign
5,4,2,421,0.1,0.9,malignant,malignant
5,4,2,311,1,0,benign,benign
5,4,2,390,1,0,benign,benign
5,4,2,38,0.3,0.7,malignant,malignant
5,4,2,601,1,0,benign,benign
5,4,2,567,1,0,benign,benign
5,4,2,353,0.5,0.5,benign,malignant
5,4,2,8,1,0,benign,benign
5,4,2,649,1,0,benign,benign
5,4,2,167,0.14,0.86,malignant,malignant
5,4,2,625,0.6,0.4,benign,benign
5,4,2,427,0.1,0.9,malignant,malignant
5,4,2,475,1,0,benign,benign
5,4,2,640,1,0,benign,benign
5,4,2,282,0.2,0.8,malignant,malignant
5,4,2,9,1,0,benign,benign
5,4,2,301,1,0,benign,benign
5,4,2,588,0.1,0.9,malignant,malignant
5,4,2,256,1,0,benign,benign
5,4,2,554,1,0,benign,benign
5,4,2,73,0,1,malignant,malignant
5,4,2,162,1,0,benign,benign
5,4,2,659,1,0,benign,benign
5,4,2,179,0,1,malignant,malignant
5,4,2,193,1,0,benign,benign
5,4,2,548,1,0,benign,benign
5,4,2,308,0.1,0.9,malignant,malignant
5,4,2,290,1,0,benign,benign
5,4,2,376,1,0,benign,benign
5,4,2,151,0,1,malignant,malignant
5,4,2,176,1,0,benign,benign
5,4,2,653,1,0,benign,benign
5,4,2,658,0,1,malignant,malignant
5,4,2,409,1,0,benign,benign
5,4,2,388,1,0,benign,benign
5,4,2,132,0.1,0.9,malignant,malignant
5,4,2,621,0.3,0.7,malignant,benign
5,4,2,171,1,0,benign,benign
5,4,2,612,0,1,malignant,malignant
5,4,2,682,1,0,benign,benign
5,4,2,455,0.7,0.3,benign,malignant
5,4,2,121,1,0,benign,benign
5,4,2,512,1,0,benign,benign
5,4,2,109,0,1,malignant,malignant
5,4,2,617,0.994382,0.005618,benign,benign
5,4,2,513,1,0,benign,benign
5,4,2,36,0.14,0.86,malignant,malignant
5,4,2,181,1,0,benign,benign
5,4,2,624,1,0,benign,benign
5,4,2,412,0.1,0.9,malignant,malignant
5,4,2,147,1,0,benign,benign
5,4,2,560,1,0,benign,benign
5,4,2,71,0.1,0.9,malignant,malignant
5,4,2,232,0.14,0.86,malignant,benign
5,4,2,470,1,0,benign,benign
5,4,2,5,0.1,0.9,malignant,malignant
5,4,2,139,0.994382,0.005618,benign,benign
5,4,2,306,1,0,benign,benign
5,4,2,519,0.1,0.9,malignant,malignant
5,4,2,140,1,0,benign,benign
5,4,2,684,1,0,benign,benign
5,4,2,292,0.19832,0.80168,malignant,malignant
5,4,2,61,1,0,benign,benign
5,4,2,392,1,0,benign,benign
5,4,2,98,0.1,0.9,malignant,malignant
5,4,2,678,1,0,benign,benign
5,4,2,497,1,0,benign,benign
5,4,2,416,0,1,malignant,malignant
5,4,3,252,0.1,0.9,malignant,benign
5,4,3,631,1,0,benign,benign
5,4,3,421,0,1,malignant,malignant
5,4,3,311,1,0,benign,benign
5,4,3,390,1,0,benign,benign
5,4,3,38,0,1,malignant,malignant
5,4,3,601,1,0,benign,benign
5,4,3,567,1,0,benign,benign
5,4,3,353,0.4,0.6,malignant,malignant
5,4,3,8,1,0,benign,benign
5,4,3,649,1,0,benign,benign
5,4,3,167,0.1,0.9,malignant,malignant
5,4,3,625,0.9,0.1,benign,benign
5,4,3,427,0,1,malignant,malignant
5,4,3,475,1,0,benign,benign
5,4,3,640,1,0,benign,benign
5,4,3,282,0.2,0.8,malignant,malignant
5,4,3,9,1,0,benign,benign
5,4,3,301,1,0,benign,benign
5,4,3,588,0.1,0.9,malignant,malignant
5,4,3,256,1,0,benign,benign
5,4,3,554,1,0,benign,benign
5,4,3,73,0,1,malignant,malignant
5,4,3,162,1,0,benign,benign
5,4,3,659,1,0,benign,benign
5,4,3,179,0,1,malignant,malignant
5,4,3,193,1,0,benign,benign
5,4,3,548,1,0,benign,benign
5,4,3,308,0.1,0.9,malignant,malignant
5,4,3,290,1,0,benign,benign
5,4,3,376,1,0,benign,benign
5,4,3,151,0.5,0.5,benign,malignant
5,4,3,176,1,0,benign,benign
5,4,3,653,1,0,benign,benign
5,4,3,658,0,1,malignant,malignant
5,4,3,409,1,0,benign,benign
5,4,3,388,1,0,benign,benign
5,4,3,132,0,1,malignant,malignant
5,4,3,621,0,1,malignant,benign
5,4,3,171,1,0,benign,benign
5,4,3,612,0,1,malignant,malignant
5,4,3,682,1,0,benign,benign
5,4,3,455,0.8,0.2,benign,malignant
5,4,3,121,1,0,benign,benign
5,4,3,512,1,0,benign,benign
5,4,3,109,0,1,malignant,malignant
5,4,3,617,1,0,benign,benign
5,4,3,513,1,0,benign,benign
5,4,3,36,0.1,0.9,malignant,malignant
5,4,3,181,1,0,benign,benign
5,4,3,624,1,0,benign,benign
5,4,3,412,0,1,malignant,malignant
5,4,3,147,1,0,benign,benign
5,4,3,560,1,0,benign,benign
5,4,3,71,0.2,0.8,malignant,malignant
5,4,3,232,0.1,0.9,malignant,benign
5,4,3,470,1,0,benign,benign
5,4,3,5,0,1,malignant,malignant
5,4,3,139,1,0,benign,benign
5,4,3,306,1,0,benign,benign
5,4,3,519,0.1,0.9,malignant,malignant
5,4,3,140,1,0,benign,benign
5,4,3,684,1,0,benign,benign
5,4,3,292,0.570877,0.429123,benign,malignant
5,4,3,61,1,0,benign,benign
5,4,3,392,1,0,benign,benign
5,4,3,98,0,1,malignant,malignant
5,4,3,678,1,0,benign,benign
5,4,3,497,1,0,benign,benign
5,4,3,416,0,1,malignant,malignant
5,4,4,252,0,1,malignant,benign
5,4,4,631,1,0,benign,benign
5,4,4,421,0,1,malignant,malignant
5,4,4,311,1,0,benign,benign
5,4,4,390,1,0,benign,benign
5,4,4,38,0,1,malignant,malignant
5,4,4,601,1,0,benign,benign
5,4,4,567,1,0,benign,benign
5,4,4,353,0.2,0.8,malignant,malignant
5,4,4,8,1,0,benign,benign
5,4,4,649,1,0,benign,benign
5,4,4,167,0.1,0.9,malignant,malignant
5,4,4,625,0.9,0.1,benign,benign
5,4,4,427,0.1,0.9,malignant,malignant
5,4,4,475,1,0,benign,benign
5,4,4,640,1,0,benign,benign
5,4,4,282,0.1,0.9,malignant,malignant
5,4,4,9,1,0,benign,benign
5,4,4,301,1,0,benign,benign
5,4,4,588,0.1,0.9,malignant,malignant
5,4,4,256,1,0,benign,benign
5,4,4,554,1,0,benign,benign
5,4,4,73,0.24,0.76,malignant,malignant
5,4,4,162,1,0,benign,benign
5,4,4,659,1,0,benign,benign
5,4,4,179,0.04,0.96,malignant,malignant
5,4,4,193,1,0,benign,benign
5,4,4,548,1,0,benign,benign
5,4,4,308,0,1,malignant,malignant
5,4,4,290,1,0,benign,benign
5,4,4,376,1,0,benign,benign
5,4,4,151,0.34,0.66,malignant,malignant
5,4,4,176,1,0,benign,benign
5,4,4,653,1,0,benign,benign
5,4,4,658,0,1,malignant,malignant
5,4,4,409,1,0,benign,benign
5,4,4,388,1,0,benign,benign
5,4,4,132,0.1,0.9,malignant,malignant
5,4,4,621,0.4,0.6,malignant,benign
5,4,4,171,1,0,benign,benign
5,4,4,612,0,1,malignant,malignant
5,4,4,682,1,0,benign,benign
5,4,4,455,0.7,0.3,benign,malignant
5,4,4,121,0.9,0.1,benign,benign
5,4,4,512,1,0,benign,benign
5,4,4,109,0.1,0.9,malignant,malignant
5,4,4,617,1,0,benign,benign
5,4,4,513,1,0,benign,benign
5,4,4,36,0,1,malignant,malignant
5,4,4,181,1,0,benign,benign
5,4,4,624,0.9,0.1,benign,benign
5,4,4,412,0,1,malignant,malignant
5,4,4,147,1,0,benign,benign
5,4,4,560,1,0,benign,benign
5,4,4,71,0,1,malignant,malignant
5,4,4,232,0.322581,0.677419,malignant,benign
5,4,4,470,1,0,benign,benign
5,4,4,5,0,1,malignant,malignant
5,4,4,139,1,0,benign,benign
5,4,4,306,1,0,benign,benign
5,4,4,519,0,1,malignant,malignant
5,4,4,140,1,0,benign,benign
5,4,4,684,1,0,benign,benign
5,4,4,292,0.166614,0.833386,malignant,malignant
5,4,4,61,1,0,benign,benign
5,4,4,392,1,0,benign,benign
5,4,4,98,0.3,0.7,malignant,malignant
5,4,4,678,1,0,benign,benign
5,4,4,497,1,0,benign,benign
5,4,4,416,0.041463,0.958537,malignant,malignant
5,4,5,252,0,1,malignant,benign
5,4,5,631,1,0,benign,benign
5,4,5,421,0,1,malignant,malignant
5,4,5,311,1,0,benign,benign
5,4,5,390,1,0,benign,benign
5,4,5,38,0.1,0.9,malignant,malignant
5,4,5,601,1,0,benign,benign
5,4,5,567,0.8,0.2,benign,benign
5,4,5,353,0.3,0.7,malignant,malignant
5,4,5,8,1,0,benign,benign
5,4,5,649,1,0,benign,benign
5,4,5,167,0.1,0.9,malignant,malignant
5,4,5,625,0.7,0.3,benign,benign
5,4,5,427,0.1,0.9,malignant,malignant
5,4,5,475,1,0,benign,benign
5,4,5,640,1,0,benign,benign
5,4,5,282,0.2,0.8,malignant,malignant
5,4,5,9,1,0,benign,benign
5,4,5,301,1,0,benign,benign
5,4,5,588,0.117924,0.882076,malignant,malignant
5,4,5,256,1,0,benign,benign
5,4,5,554,1,0,benign,benign
5,4,5,73,0,1,malignant,malignant
5,4,5,162,1,0,benign,benign
5,4,5,659,1,0,benign,benign
5,4,5,179,0.2,0.8,malignant,malignant
5,4,5,193,1,0,benign,benign
5,4,5,548,1,0,benign,benign
5,4,5,308,0,1,malignant,malignant
5,4,5,290,1,0,benign,benign
5,4,5,376,1,0,benign,benign
5,4,5,151,0.2,0.8,malignant,malignant
5,4,5,176,1,0,benign,benign
5,4,5,653,1,0,benign,benign
5,4,5,658,0,1,malignant,malignant
5,4,5,409,1,0,benign,benign
5,4,5,388,1,0,benign,benign
5,4,5,132,0.1,0.9,malignant,malignant
5,4,5,621,0.2,0.8,malignant,benign
5,4,5,171,1,0,benign,benign
5,4,5,612,0,1,malignant,malignant
5,4,5,682,1,0,benign,benign
5,4,5,455,0.6,0.4,benign,malignant
5,4,5,121,0.9,0.1,benign,benign
5,4,5,512,1,0,benign,benign
5,4,5,109,0,1,malignant,malignant
5,4,5,617,0.987429,0.012571,benign,benign
5,4,5,513,1,0,benign,benign
5,4,5,36,0.117924,0.882076,malignant,malignant
5,4,5,181,1,0,benign,benign
5,4,5,624,1,0,benign,benign
5,4,5,412,0.1,0.9,malignant,malignant
5,4,5,147,1,0,benign,benign
5,4,5,560,1,0,benign,benign
5,4,5,71,0.3,0.7,malignant,malignant
5,4,5,232,0,1,malignant,benign
5,4,5,470,1,0,benign,benign
5,4,5,5,0,1,malignant,malignant
5,4,5,139,0.987429,0.012571,benign,benign
5,4,5,306,1,0,benign,benign
5,4,5,519,0,1,malignant,malignant
5,4,5,140,1,0,benign,benign
5,4,5,684,1,0,benign,benign
5,4,5,292,0.280204,0.719796,malignant,malignant
5,4,5,61,1,0,benign,benign
5,4,5,392,1,0,benign,benign
5,4,5,98,0.2,0.8,malignant,malignant
5,4,5,678,1,0,benign,benign
5,4,5,497,1,0,benign,benign
5,4,5,416,0,1,malignant,malignant
5,4,6,252,0,1,malignant,benign
5,4,6,631,1,0,benign,benign
5,4,6,421,0,1,malignant,malignant
5,4,6,311,1,0,benign,benign
5,4,6,390,1,0,benign,benign
5,4,6,38,0,1,malignant,malignant
5,4,6,601,1,0,benign,benign
5,4,6,567,0.9,0.1,benign,benign
5,4,6,353,0.1,0.9,malignant,malignant
5,4,6,8,1,0,benign,benign
5,4,6,649,1,0,benign,benign
5,4,6,167,0.1,0.9,malignant,malignant
5,4,6,625,1,0,benign,benign
5,4,6,427,0,1,malignant,malignant
5,4,6,475,1,0,benign,benign
5,4,6,640,1,0,benign,benign
5,4,6,282,0.1,0.9,malignant,malignant
5,4,6,9,1,0,benign,benign
5,4,6,301,1,0,benign,benign
5,4,6,588,0,1,malignant,malignant
5,4,6,256,1,0,benign,benign
5,4,6,554,1,0,benign,benign
5,4,6,73,0,1,malignant,malignant
5,4,6,162,1,0,benign,benign
5,4,6,659,1,0,benign,benign
5,4,6,179,0.1,0.9,malignant,malignant
5,4,6,193,1,0,benign,benign
5,4,6,548,1,0,benign,benign
5,4,6,308,0,1,malignant,malignant
5,4,6,290,1,0,benign,benign
5,4,6,376,1,0,benign,benign
5,4,6,151,0,1,malignant,malignant
5,4,6,176,1,0,benign,benign
5,4,6,653,1,0,benign,benign
5,4,6,658,0,1,malignant,malignant
5,4,6,409,1,0,benign,benign
5,4,6,388,1,0,benign,benign
5,4,6,132,0,1,malignant,malignant
5,4,6,621,0.495238,0.504762,malignant,benign
5,4,6,171,1,0,benign,benign
5,4,6,612,0,1,malignant,malignant
5,4,6,682,1,0,benign,benign
5,4,6,455,0.7,0.3,benign,malignant
5,4,6,121,1,0,benign,benign
5,4,6,512,1,0,benign,benign
5,4,6,109,0,1,malignant,malignant
5,4,6,617,0.994059,0.005941,benign,benign
5,4,6,513,1,0,benign,benign
5,4,6,36,0,1,malignant,malignant
5,4,6,181,1,0,benign,benign
5,4,6,624,1,0,benign,benign
5,4,6,412,0,1,malignant,malignant
5,4,6,147,1,0,benign,benign
5,4,6,560,1,0,benign,benign
5,4,6,71,0.3,0.7,malignant,malignant
5,4,6,232,0.178641,0.821359,malignant,benign
5,4,6,470,1,0,benign,benign
5,4,6,5,0,1,malignant,malignant
5,4,6,139,0.994059,0.005941,benign,benign
5,4,6,306,1,0,benign,benign
5,4,6,519,0,1,malignant,malignant
5,4,6,140,1,0,benign,benign
5,4,6,684,1,0,benign,benign
5,4,6,292,0.018182,0.981818,malignant,malignant
5,4,6,61,1,0,benign,benign
5,4,6,392,1,0,benign,benign
5,4,6,98,0.1,0.9,malignant,malignant
5,4,6,678,1,0,benign,benign
5,4,6,497,1,0,benign,benign
5,4,6,416,0,1,malignant,malignant
5,4,7,252,0,1,malignant,benign
5,4,7,631,1,0,benign,benign
5,4,7,421,0,1,malignant,malignant
5,4,7,311,1,0,benign,benign
5,4,7,390,1,0,benign,benign
5,4,7,38,0.1,0.9,malignant,malignant
5,4,7,601,1,0,benign,benign
5,4,7,567,1,0,benign,benign
5,4,7,353,0.3,0.7,malignant,malignant
5,4,7,8,1,0,benign,benign
5,4,7,649,1,0,benign,benign
5,4,7,167,0.1,0.9,malignant,malignant
5,4,7,625,0.9,0.1,benign,benign
5,4,7,427,0,1,malignant,malignant
5,4,7,475,1,0,benign,benign
5,4,7,640,1,0,benign,benign
5,4,7,282,0,1,malignant,malignant
5,4,7,9,1,0,benign,benign
5,4,7,301,1,0,benign,benign
5,4,7,588,0.1,0.9,malignant,malignant
5,4,7,256,1,0,benign,benign
5,4,7,554,1,0,benign,benign
5,4,7,73,0,1,malignant,malignant
5,4,7,162,1,0,benign,benign
5,4,7,659,1,0,benign,benign
5,4,7,179,0.6,0.4,benign,malignant
5,4,7,193,1,0,benign,benign
5,4,7,548,1,0,benign,benign
5,4,7,308,0,1,malignant,malignant
5,4,7,290,1,0,benign,benign
5,4,7,376,1,0,benign,benign
5,4,7,151,0,1,malignant,malignant
5,4,7,176,1,0,benign,benign
5,4,7,653,1,0,benign,benign
5,4,7,658,0,1,malignant,malignant
5,4,7,409,1,0,benign,benign
5,4,7,388,1,0,benign,benign
5,4,7,132,0,1,malignant,malignant
5,4,7,621,0.5,0.5,benign,benign
5,4,7,171,1,0,benign,benign
5,4,7,612,0,1,malignant,malignant
5,4,7,682,1,0,benign,benign
5,4,7,455,0.7,0.3,benign,malignant
5,4,7,121,1,0,benign,benign
5,4,7,512,1,0,benign,benign
5,4,7,109,0.1,0.9,malignant,malignant
5,4,7,617,0.987604,0.012396,benign,benign
5,4,7,513,1,0,benign,benign
5,4,7,36,0.1,0.9,malignant,malignant
5,4,7,181,1,0,benign,benign
5,4,7,624,1,0,benign,benign
5,4,7,412,0,1,malignant,malignant
5,4,7,147,1,0,benign,benign
5,4,7,560,1,0,benign,benign
5,4,7,71,0.4,0.6,malignant,malignant
5,4,7,232,0.1,0.9,malignant,benign
5,4,7,470,1,0,benign,benign
5,4,7,5,0,1,malignant,malignant
5,4,7,139,0.984615,0.015385,benign,benign
5,4,7,306,1,0,benign,benign
5,4,7,519,0,1,malignant,malignant
5,4,7,140,1,0,benign,benign
5,4,7,684,1,0,benign,benign
5,4,7,292,0,1,malignant,malignant
5,4,7,61,1,0,benign,benign
5,4,7,392,1,0,benign,benign
5,4,7,98,0,1,malignant,malignant
5,4,7,678,1,0,benign,benign
5,4,7,497,1,0,benign,benign
5,4,7,416,0,1,malignant,malignant
5,5,0,120,0.9,0.1,benign,benign
5,5,0,101,0.002564,0.997436,malignant,malignant
5,5,0,406,1,0,benign,benign
5,5,0,119,1,0,benign,benign
5,5,0,20,0.1,0.9,malignant,malignant
5,5,0,96,1,0,benign,benign
5,5,0,97,1,0,benign,benign
5,5,0,305,0,1,malignant,malignant
5,5,0,663,1,0,benign,benign
5,5,0,536,1,0,benign,benign
5,5,0,86,0,1,malignant,malignant
5,5,0,11,1,0,benign,benign
5,5,0,24,1,0,benign,benign
5,5,0,117,0,1,malignant,malignant
5,5,0,552,0.7,0.3,benign,benign
5,5,0,599,0.9,0.1,benign,benign
5,5,0,124,0,1,malignant,malignant
5,5,0,555,0.6,0.4,benign,benign
5,5,0,498,1,0,benign,benign
5,5,0,84,0,1,malignant,malignant
5,5,0,655,1,0,benign,benign
5,5,0,10,1,0,benign,benign
5,5,0,330,0.402564,0.597436,malignant,malignant
5,5,0,79,0.8,0.2,benign,benign
5,5,0,133,1,0,benign,benign
5,5,0,247,0.402564,0.597436,malignant,malignant
5,5,0,464,1,0,benign,benign
5,5,0,2,1,0,benign,benign
5,5,0,669,0,1,malignant,malignant
5,5,0,271,1,0,benign,benign
5,5,0,14,0,1,malignant,malignant
5,5,0,45,1,0,benign,benign
5,5,0,558,1,0,benign,benign
5,5,0,215,0,1,malignant,malignant
5,5,0,508,1,0,benign,benign
5,5,0,240,0.6,0.4,benign,benign
5,5,0,59,0.5,0.5,benign,malignant
5,5,0,321,0.966186,0.033814,benign,benign
5,5,0,502,1,0,benign,benign
5,5,0,227,0,1,malignant,malignant
5,5,0,642,1,0,benign,benign
5,5,0,629,1,0,benign,benign
5,5,0,570,0,1,malignant,malignant
5,5,0,510,1,0,benign,benign
5,5,0,446,1,0,benign,benign
5,5,0,285,0,1,malignant,malignant
5,5,0,369,1,0,benign,benign
5,5,0,556,0.8,0.2,benign,benign
5,5,0,466,0,1,malignant,malignant
5,5,0,529,1,0,benign,benign
5,5,0,355,0.8,0.2,benign,benign
5,5,0,113,0,1,malignant,malignant
5,5,0,161,1,0,benign,benign
5,5,0,647,1,0,benign,benign
5,5,0,334,0,1,malignant,malignant
5,5,0,257,1,0,benign,benign
5,5,0,646,1,0,benign,benign
5,5,0,104,0,1,malignant,malignant
5,5,0,417,1,0,benign,benign
5,5,0,358,0,1,malignant,malignant
5,5,0,578,1,0,benign,benign
5,5,0,458,1,0,benign,benign
5,5,0,201,0,1,malignant,malignant
5,5,0,437,1,0,benign,benign
5,5,0,587,1,0,benign,benign
5,5,0,187,0,1,malignant,malignant
5,5,0,448,1,0,benign,benign
5,5,0,249,0.966186,0.033814,benign,benign
5,5,0,425,0,1,malignant,malignant
5,5,0,403,0.9,0.1,benign,benign
5,5,1,120,1,0,benign,benign
5,5,1,101,0.3,0.7,malignant,malignant
5,5,1,406,1,0,benign,benign
5,5,1,119,0.9,0.1,benign,benign
5,5,1,20,0.2,0.8,malignant,malignant
5,5,1,96,1,0,benign,benign
5,5,1,97,1,0,benign,benign
5,5,1,305,0,1,malignant,malignant
5,5,1,663,1,0,benign,benign
5,5,1,536,1,0,benign,benign
5,5,1,86,0.1,0.9,malignant,malignant
5,5,1,11,1,0,benign,benign
5,5,1,24,1,0,benign,benign
5,5,1,117,0,1,malignant,malignant
5,5,1,552,0.8,0.2,benign,benign
5,5,1,599,0.9,0.1,benign,benign
5,5,1,124,0,1,malignant,malignant
5,5,1,555,0.8,0.2,benign,benign
5,5,1,498,1,0,benign,benign
5,5,1,84,0.1,0.9,malignant,malignant
5,5,1,655,1,0,benign,benign
5,5,1,10,1,0,benign,benign
5,5,1,330,0.1,0.9,malignant,malignant
5,5,1,79,0.8,0.2,benign,benign
5,5,1,133,1,0,benign,benign
5,5,1,247,0.1,0.9,malignant,malignant
5,5,1,464,1,0,benign,benign
5,5,1,2,1,0,benign,benign
5,5,1,669,0,1,malignant,malignant
5,5,1,271,1,0,benign,benign
5,5,1,14,0,1,malignant,malignant
5,5,1,45,1,0,benign,benign
5,5,1,558,1,0,benign,benign
5,5,1,215,0,1,malignant,malignant
5,5,1,508,1,0,benign,benign
5,5,1,240,0.9,0.1,benign,benign
5,5,1,59,0.3,0.7,malignant,malignant
5,5,1,321,0.98593,0.01407,benign,benign
5,5,1,502,1,0,benign,benign
5,5,1,227,0,1,malignant,malignant
5,5,1,642,1,0,benign,benign
5,5,1,629,1,0,benign,benign
5,5,1,570,0,1,malignant,malignant
5,5,1,510,1,0,benign,benign
5,5,1,446,1,0,benign,benign
5,5,1,285,0,1,malignant,malignant
5,5,1,369,1,0,benign,benign
5,5,1,556,1,0,benign,benign
5,5,1,466,0,1,malignant,malignant
5,5,1,529,1,0,benign,benign
5,5,1,355,0.8,0.2,benign,benign
5,5,1,113,0,1,malignant,malignant
5,5,1,161,1,0,benign,benign
5,5,1,647,1,0,benign,benign
5,5,1,334,0,1,malignant,malignant
5,5,1,257,1,0,benign,benign
5,5,1,646,1,0,benign,benign
5,5,1,104,0.1,0.9,malignant,malignant
5,5,1,417,1,0,benign,benign
5,5,1,358,0,1,malignant,malignant
5,5,1,578,1,0,benign,benign
5,5,1,458,1,0,benign,benign
5,5,1,201,0,1,malignant,malignant
5,5,1,437,1,0,benign,benign
5,5,1,587,1,0,benign,benign
5,5,1,187,0,1,malignant,malignant
5,5,1,448,1,0,benign,benign
5,5,1,249,0.98593,0.01407,benign,benign
5,5,1,425,0,1,malignant,malignant
5,5,1,403,1,0,benign,benign
5,5,2,120,1,0,benign,benign
5,5,2,101,0.5,0.5,benign,malignant
5,5,2,406,1,0,benign,benign
5,5,2,119,1,0,benign,benign
5,5,2,20,0.1,0.9,malignant,malignant
5,5,2,96,1,0,benign,benign
5,5,2,97,1,0,benign,benign
5,5,2,305,0,1,malignant,malignant
5,5,2,663,1,0,benign,benign
5,5,2,536,1,0,benign,benign
5,5,2,86,0.2,0.8,malignant,malignant
5,5,2,11,1,0,benign,benign
5,5,2,24,1,0,benign,benign
5,5,2,117,0.1,0.9,malignant,malignant
5,5,2,552,1,0,benign,benign
5,5,2,599,1,0,benign,benign
5,5,2,124,0.1,0.9,malignant,malignant
5,5,2,555,0.9,0.1,benign,benign
5,5,2,498,1,0,benign,benign
5,5,2,84,0.3,0.7,malignant,malignant
5,5,2,655,1,0,benign,benign
5,5,2,10,1,0,benign,benign
5,5,2,330,0.1,0.9,malignant,malignant
5,5,2,79,1,0,benign,benign
5,5,2,133,1,0,benign,benign
5,5,2,247,0.4,0.6,malignant,malignant
5,5,2,464,1,0,benign,benign
5,5,2,2,1,0,benign,benign
5,5,2,669,0,1,malignant,malignant
5,5,2,271,1,0,benign,benign
5,5,2,14,0.125,0.875,malignant,malignant
5,5,2,45,1,0,benign,benign
5,5,2,558,1,0,benign,benign
5,5,2,215,0,1,malignant,malignant
5,5,2,508,1,0,benign,benign
5,5,2,240,0.8,0.2,benign,benign
5,5,2,59,0.2,0.8,malignant,malignant
5,5,2,321,0.994382,0.005618,benign,benign
5,5,2,502,1,0,benign,benign
5,5,2,227,0,1,malignant,malignant
5,5,2,642,1,0,benign,benign
5,5,2,629,1,0,benign,benign
5,5,2,570,0.025,0.975,malignant,malignant
5,5,2,510,1,0,benign,benign
5,5,2,446,1,0,benign,benign
5,5,2,285,0.1,0.9,malignant,malignant
5,5,2,369,1,0,benign,benign
5,5,2,556,1,0,benign,benign
5,5,2,466,0,1,malignant,malignant
5,5,2,529,1,0,benign,benign
5,5,2,355,1,0,benign,benign
5,5,2,113,0,1,malignant,malignant
5,5,2,161,1,0,benign,benign
5,5,2,647,1,0,benign,benign
5,5,2,334,0,1,malignant,malignant
5,5,2,257,1,0,benign,benign
5,5,2,646,1,0,benign,benign
5,5,2,104,0,1,malignant,malignant
5,5,2,417,1,0,benign,benign
5,5,2,358,0.025,0.975,malignant,malignant
5,5,2,578,1,0,benign,benign
5,5,2,458,1,0,benign,benign
5,5,2,201,0,1,malignant,malignant
5,5,2,437,1,0,benign,benign
5,5,2,587,1,0,benign,benign
5,5,2,187,0,1,malignant,malignant
5,5,2,448,1,0,benign,benign
5,5,2,249,0.994382,0.005618,benign,benign
5,5,2,425,0.1,0.9,malignant,malignant
5,5,2,403,1,0,benign,benign
5,5,3,120,1,0,benign,benign
5,5,3,101,0.6,0.4,benign,malignant
5,5,3,406,1,0,benign,benign
5,5,3,119,1,0,benign,benign
5,5,3,20,0.1,0.9,malignant,malignant
5,5,3,96,1,0,benign,benign
5,5,3,97,1,0,benign,benign
5,5,3,305,0,1,malignant,malignant
5,5,3,663,1,0,benign,benign
5,5,3,536,1,0,benign,benign
5,5,3,86,0.2,0.8,malignant,malignant
5,5,3,11,1,0,benign,benign
5,5,3,24,1,0,benign,benign
5,5,3,117,0.2,0.8,malignant,malignant
5,5,3,552,1,0,benign,benign
5,5,3,599,1,0,benign,benign
5,5,3,124,0.1,0.9,malignant,malignant
5,5,3,555,0.9,0.1,benign,benign
5,5,3,498,1,0,benign,benign
5,5,3,84,0.5,0.5,benign,malignant
5,5,3,655,1,0,benign,benign
5,5,3,10,1,0,benign,benign
5,5,3,330,0.3,0.7,malignant,malignant
5,5,3,79,1,0,benign,benign
5,5,3,133,1,0,benign,benign
5,5,3,247,0.6,0.4,benign,malignant
5,5,3,464,1,0,benign,benign
5,5,3,2,1,0,benign,benign
5,5,3,669,0,1,malignant,malignant
5,5,3,271,1,0,benign,benign
5,5,3,14,0,1,malignant,malignant
5,5,3,45,1,0,benign,benign
5,5,3,558,1,0,benign,benign
5,5,3,215,0,1,malignant,malignant
5,5,3,508,1,0,benign,benign
5,5,3,240,0.8,0.2,benign,benign
5,5,3,59,0.5,0.5,benign,malignant
5,5,3,321,0.993277,0.006723,benign,benign
5,5,3,502,1,0,benign,benign
5,5,3,227,0,1,malignant,malignant
5,5,3,642,1,0,benign,benign
5,5,3,629,1,0,benign,benign
5,5,3,570,0,1,malignant,malignant
5,5,3,510,1,0,benign,benign
5,5,3,446,1,0,benign,benign
5,5,3,285,0,1,malignant,malignant
5,5,3,369,1,0,benign,benign
5,5,3,556,1,0,benign,benign
5,5,3,466,0,1,malignant,malignant
5,5,3,529,1,0,benign,benign
5,5,3,355,1,0,benign,benign
5,5,3,113,0,1,malignant,malignant
5,5,3,161,1,0,benign,benign
5,5,3,647,1,0,benign,benign
5,5,3,334,0.1,0.9,malignant,malignant
5,5,3,257,1,0,benign,benign
5,5,3,646,1,0,benign,benign
5,5,3,104,0.1,0.9,malignant,malignant
5,5,3,417,1,0,benign,benign
5,5,3,358,0.1,0.9,malignant,malignant
5,5,3,578,1,0,benign,benign
5,5,3,458,1,0,benign,benign
5,5,3,201,0,1,malignant,malignant
5,5,3,437,1,0,benign,benign
5,5,3,587,1,0,benign,benign
5,5,3,187,0,1,malignant,malignant
5,5,3,448,1,0,benign,benign
5,5,3,249,0.993277,0.006723,benign,benign
5,5,3,425,0,1,malignant,malignant
5,5,3,403,1,0,benign,benign
5,5,4,120,1,0,benign,benign
5,5,4,101,0.475,0.525,malignant,malignant
5,5,4,406,1,0,benign,benign
5,5,4,119,0.9,0.1,benign,benign
5,5,4,20,0.1,0.9,malignant,malignant
5,5,4,96,1,0,benign,benign
5,5,4,97,1,0,benign,benign
5,5,4,305,0,1,malignant,malignant
5,5,4,663,1,0,benign,benign
5,5,4,536,1,0,benign,benign
5,5,4,86,0.2,0.8,malignant,malignant
5,5,4,11,1,0,benign,benign
5,5,4,24,1,0,benign,benign
5,5,4,117,0,1,malignant,malignant
5,5,4,552,1,0,benign,benign
5,5,4,599,0.9,0.1,benign,benign
5,5,4,124,0.1,0.9,malignant,malignant
5,5,4,555,1,0,benign,benign
5,5,4,498,1,0,benign,benign
5,5,4,84,0.04,0.96,malignant,malignant
5,5,4,655,1,0,benign,benign
5,5,4,10,1,0,benign,benign
5,5,4,330,0,1,malignant,malignant
5,5,4,79,1,0,benign,benign
5,5,4,133,1,0,benign,benign
5,5,4,247,0.1,0.9,malignant,malignant
5,5,4,464,1,0,benign,benign
5,5,4,2,1,0,benign,benign
5,5,4,669,0.041463,0.958537,malignant,malignant
5,5,4,271,1,0,benign,benign
5,5,4,14,0,1,malignant,malignant
5,5,4,45,1,0,benign,benign
5,5,4,558,1,0,benign,benign
5,5,4,215,0,1,malignant,malignant
5,5,4,508,1,0,benign,benign
5,5,4,240,0.7,0.3,benign,benign
5,5,4,59,0.175,0.825,malignant,malignant
5,5,4,321,1,0,benign,benign
5,5,4,502,1,0,benign,benign
5,5,4,227,0.041463,0.958537,malignant,malignant
5,5,4,642,1,0,benign,benign
5,5,4,629,1,0,benign,benign
5,5,4,570,0,1,malignant,malignant
5,5,4,510,1,0,benign,benign
5,5,4,446,1,0,benign,benign
5,5,4,285,0,1,malignant,malignant
5,5,4,369,1,0,benign,benign
5,5,4,556,0.9,0.1,benign,benign
5,5,4,466,0,1,malignant,malignant
5,5,4,529,1,0,benign,benign
5,5,4,355,1,0,benign,benign
5,5,4,113,0,1,malignant,malignant
5,5,4,161,1,0,benign,benign
5,5,4,647,1,0,benign,benign
5,5,4,334,0,1,malignant,malignant
5,5,4,257,1,0,benign,benign
5,5,4,646,1,0,benign,benign
5,5,4,104,0.1,0.9,malignant,malignant
5,5,4,417,1,0,benign,benign
5,5,4,358,0,1,malignant,malignant
5,5,4,578,1,0,benign,benign
5,5,4,458,1,0,benign,benign
5,5,4,201,0,1,malignant,malignant
5,5,4,437,1,0,benign,benign
5,5,4,587,1,0,benign,benign
5,5,4,187,0.14,0.86,malignant,malignant
5,5,4,448,1,0,benign,benign
5,5,4,249,1,0,benign,benign
5,5,4,425,0,1,malignant,malignant
5,5,4,403,1,0,benign,benign
5,5,5,120,1,0,benign,benign
5,5,5,101,0.5,0.5,benign,malignant
5,5,5,406,1,0,benign,benign
5,5,5,119,1,0,benign,benign
5,5,5,20,0.5,0.5,benign,malignant
5,5,5,96,1,0,benign,benign
5,5,5,97,1,0,benign,benign
5,5,5,305,0,1,malignant,malignant
5,5,5,663,1,0,benign,benign
5,5,5,536,1,0,benign,benign
5,5,5,86,0.2,0.8,malignant,malignant
5,5,5,11,1,0,benign,benign
5,5,5,24,1,0,benign,benign
5,5,5,117,0.2,0.8,malignant,malignant
5,5,5,552,1,0,benign,benign
5,5,5,599,1,0,benign,benign
5,5,5,124,0.1,0.9,malignant,malignant
5,5,5,555,0.8,0.2,benign,benign
5,5,5,498,1,0,benign,benign
5,5,5,84,0.1,0.9,malignant,malignant
5,5,5,655,1,0,benign,benign
5,5,5,10,1,0,benign,benign
5,5,5,330,0.1,0.9,malignant,malignant
5,5,5,79,1,0,benign,benign
5,5,5,133,1,0,benign,benign
5,5,5,247,0.4,0.6,malignant,malignant
5,5,5,464,1,0,benign,benign
5,5,5,2,1,0,benign,benign
5,5,5,669,0,1,malignant,malignant
5,5,5,271,1,0,benign,benign
5,5,5,14,0,1,malignant,malignant
5,5,5,45,1,0,benign,benign
5,5,5,558,1,0,benign,benign
5,5,5,215,0,1,malignant,malignant
5,5,5,508,1,0,benign,benign
5,5,5,240,0.7,0.3,benign,benign
5,5,5,59,0.2,0.8,malignant,malignant
5,5,5,321,0.999519,0.000481,benign,benign
5,5,5,502,1,0,benign,benign
5,5,5,227,0,1,malignant,malignant
5,5,5,642,1,0,benign,benign
5,5,5,629,1,0,benign,benign
5,5,5,570,0,1,malignant,malignant
5,5,5,510,1,0,benign,benign
5,5,5,446,1,0,benign,benign
5,5,5,285,0,1,malignant,malignant
5,5,5,369,1,0,benign,benign
5,5,5,556,1,0,benign,benign
5,5,5,466,0,1,malignant,malignant
5,5,5,529,1,0,benign,benign
5,5,5,355,1,0,benign,benign
5,5,5,113,0,1,malignant,malignant
5,5,5,161,1,0,benign,benign
5,5,5,647,1,0,benign,benign
5,5,5,334,0,1,malignant,malignant
5,5,5,257,1,0,benign,benign
5,5,5,646,1,0,benign,benign
5,5,5,104,0,1,malignant,malignant
5,5,5,417,1,0,benign,benign
5,5,5,358,0,1,malignant,malignant
5,5,5,578,1,0,benign,benign
5,5,5,458,1,0,benign,benign
5,5,5,201,0,1,malignant,malignant
5,5,5,437,1,0,benign,benign
5,5,5,587,1,0,benign,benign
5,5,5,187,0,1,malignant,malignant
5,5,5,448,1,0,benign,benign
5,5,5,249,0.999519,0.000481,benign,benign
5,5,5,425,0,1,malignant,malignant
5,5,5,403,1,0,benign,benign
5,5,6,120,1,0,benign,benign
5,5,6,101,0.7,0.3,benign,malignant
5,5,6,406,1,0,benign,benign
5,5,6,119,1,0,benign,benign
5,5,6,20,0.1,0.9,malignant,malignant
5,5,6,96,1,0,benign,benign
5,5,6,97,1,0,benign,benign
5,5,6,305,0.2,0.8,malignant,malignant
5,5,6,663,1,0,benign,benign
5,5,6,536,1,0,benign,benign
5,5,6,86,0.324528,0.675472,malignant,malignant
5,5,6,11,1,0,benign,benign
5,5,6,24,1,0,benign,benign
5,5,6,117,0,1,malignant,malignant
5,5,6,552,0.9,0.1,benign,benign
5,5,6,599,1,0,benign,benign
5,5,6,124,0,1,malignant,malignant
5,5,6,555,0.8,0.2,benign,benign
5,5,6,498,1,0,benign,benign
5,5,6,84,0,1,malignant,malignant
5,5,6,655,1,0,benign,benign
5,5,6,10,1,0,benign,benign
5,5,6,330,0.1,0.9,malignant,malignant
5,5,6,79,1,0,benign,benign
5,5,6,133,1,0,benign,benign
5,5,6,247,0,1,malignant,malignant
5,5,6,464,1,0,benign,benign
5,5,6,2,1,0,benign,benign
5,5,6,669,0,1,malignant,malignant
5,5,6,271,1,0,benign,benign
5,5,6,14,0,1,malignant,malignant
5,5,6,45,1,0,benign,benign
5,5,6,558,1,0,benign,benign
5,5,6,215,0,1,malignant,malignant
5,5,6,508,1,0,benign,benign
5,5,6,240,0.7,0.3,benign,benign
5,5,6,59,0.649939,0.350061,benign,malignant
5,5,6,321,1,0,benign,benign
5,5,6,502,1,0,benign,benign
5,5,6,227,0,1,malignant,malignant
5,5,6,642,1,0,benign,benign
5,5,6,629,1,0,benign,benign
5,5,6,570,0.1,0.9,malignant,malignant
5,5,6,510,1,0,benign,benign
5,5,6,446,1,0,benign,benign
5,5,6,285,0,1,malignant,malignant
5,5,6,369,1,0,benign,benign
5,5,6,556,1,0,benign,benign
5,5,6,466,0,1,malignant,malignant
5,5,6,529,1,0,benign,benign
5,5,6,355,1,0,benign,benign
5,5,6,113,0,1,malignant,malignant
5,5,6,161,1,0,benign,benign
5,5,6,647,1,0,benign,benign
5,5,6,334,0.1,0.9,malignant,malignant
5,5,6,257,1,0,benign,benign
5,5,6,646,1,0,benign,benign
5,5,6,104,0,1,malignant,malignant
5,5,6,417,1,0,benign,benign
5,5,6,358,0.1,0.9,malignant,malignant
5,5,6,578,1,0,benign,benign
5,5,6,458,1,0,benign,benign
5,5,6,201,0,1,malignant,malignant
5,5,6,437,1,0,benign,benign
5,5,6,587,1,0,benign,benign
5,5,6,187,0.2,0.8,malignant,malignant
5,5,6,448,1,0,benign,benign
5,5,6,249,1,0,benign,benign
5,5,6,425,0,1,malignant,malignant
5,5,6,403,1,0,benign,benign
5,5,7,120,1,0,benign,benign
5,5,7,101,0.5,0.5,benign,malignant
5,5,7,406,1,0,benign,benign
5,5,7,119,1,0,benign,benign
5,5,7,20,0.2,0.8,malignant,malignant
5,5,7,96,1,0,benign,benign
5,5,7,97,1,0,benign,benign
5,5,7,305,0,1,malignant,malignant
5,5,7,663,1,0,benign,benign
5,5,7,536,1,0,benign,benign
5,5,7,86,0.2,0.8,malignant,malignant
5,5,7,11,1,0,benign,benign
5,5,7,24,1,0,benign,benign
5,5,7,117,0,1,malignant,malignant
5,5,7,552,1,0,benign,benign
5,5,7,599,1,0,benign,benign
5,5,7,124,0.1,0.9,malignant,malignant
5,5,7,555,1,0,benign,benign
5,5,7,498,1,0,benign,benign
5,5,7,84,0,1,malignant,malignant
5,5,7,655,1,0,benign,benign
5,5,7,10,1,0,benign,benign
5,5,7,330,0,1,malignant,malignant
5,5,7,79,1,0,benign,benign
5,5,7,133,1,0,benign,benign
5,5,7,247,0.1,0.9,malignant,malignant
5,5,7,464,1,0,benign,benign
5,5,7,2,1,0,benign,benign
5,5,7,669,0,1,malignant,malignant
5,5,7,271,1,0,benign,benign
5,5,7,14,0,1,malignant,malignant
5,5,7,45,1,0,benign,benign
5,5,7,558,1,0,benign,benign
5,5,7,215,0,1,malignant,malignant
5,5,7,508,1,0,benign,benign
5,5,7,240,1,0,benign,benign
5,5,7,59,0.2,0.8,malignant,malignant
5,5,7,321,1,0,benign,benign
5,5,7,502,1,0,benign,benign
5,5,7,227,0,1,malignant,malignant
5,5,7,642,1,0,benign,benign
5,5,7,629,1,0,benign,benign
5,5,7,570,0,1,malignant,malignant
5,5,7,510,1,0,benign,benign
5,5,7,446,1,0,benign,benign
5,5,7,285,0,1,malignant,malignant
5,5,7,369,1,0,benign,benign
5,5,7,556,1,0,benign,benign
5,5,7,466,0,1,malignant,malignant
5,5,7,529,1,0,benign,benign
5,5,7,355,1,0,benign,benign
5,5,7,113,0,1,malignant,malignant
5,5,7,161,1,0,benign,benign
5,5,7,647,1,0,benign,benign
5,5,7,334,0,1,malignant,malignant
5,5,7,257,1,0,benign,benign
5,5,7,646,1,0,benign,benign
5,5,7,104,0,1,malignant,malignant
5,5,7,417,1,0,benign,benign
5,5,7,358,0,1,malignant,malignant
5,5,7,578,1,0,benign,benign
5,5,7,458,1,0,benign,benign
5,5,7,201,0,1,malignant,malignant
5,5,7,437,1,0,benign,benign
5,5,7,587,1,0,benign,benign
5,5,7,187,0.1,0.9,malignant,malignant
5,5,7,448,1,0,benign,benign
5,5,7,249,1,0,benign,benign
5,5,7,425,0,1,malignant,malignant
5,5,7,403,1,0,benign,benign
5,6,0,48,1,0,benign,benign
5,6,0,155,0.3,0.7,malignant,malignant
5,6,0,651,0.8,0.2,benign,benign
5,6,0,199,1,0,benign,benign
5,6,0,103,0.3,0.7,malignant,malignant
5,6,0,667,1,0,benign,benign
5,6,0,90,1,0,benign,benign
5,6,0,262,0,1,malignant,malignant
5,6,0,131,1,0,benign,benign
5,6,0,228,1,0,benign,benign
5,6,0,317,0,1,malignant,malignant
5,6,0,34,1,0,benign,benign
5,6,0,26,1,0,benign,benign
5,6,0,51,0.2,0.8,malignant,malignant
5,6,0,185,1,0,benign,benign
5,6,0,632,1,0,benign,benign
5,6,0,340,0.302564,0.697436,malignant,malignant
5,6,0,78,1,0,benign,benign
5,6,0,246,0,1,malignant,malignant
5,6,0,628,1,0,benign,benign
5,6,0,615,1,0,benign,benign
5,6,0,670,0,1,malignant,malignant
5,6,0,500,1,0,benign,benign
5,6,0,661,1,0,benign,benign
5,6,0,456,0,1,malignant,malignant
5,6,0,426,0.8,0.2,benign,benign
5,6,0,135,0.8,0.2,benign,benign
5,6,0,200,0,1,malignant,malignant
5,6,0,337,1,0,benign,benign
5,6,0,81,1,0,benign,benign
5,6,0,299,0.1,0.9,malignant,malignant
5,6,0,335,1,0,benign,benign
5,6,0,94,1,0,benign,benign
5,6,0,391,0,1,malignant,malignant
5,6,0,178,1,0,benign,benign
5,6,0,495,1,0,benign,benign
5,6,0,326,0.402564,0.597436,malignant,malignant
5,6,0,338,1,0,benign,benign
5,6,0,463,1,0,benign,benign
5,6,0,482,0,1,malignant,malignant
5,6,0,364,1,0,benign,benign
5,6,0,480,1,0,benign,benign
5,6,0,289,0,1,malignant,malignant
5,6,0,521,0.8,0.2,benign,benign
5,6,0,164,0.966186,0.033814,benign,benign
5,6,0,386,0.302564,0.697436,malignant,malignant
5,6,0,525,1,0,benign,benign
5,6,0,691,0,1,malignant,malignant
5,6,0,494,0.2,0.8,malignant,benign
5,6,0,325,0.8,0.2,benign,benign
5,6,0,506,0,1,malignant,malignant
5,6,0,346,0.4,0.6,malignant,benign
5,6,0,563,1,0,benign,benign
5,6,0,211,0,1,malignant,malignant
5,6,0,280,1,0,benign,benign
5,6,0,241,1,0,benign,benign
5,6,0,188,0,1,malignant,malignant
5,6,0,542,1,0,benign,benign
5,6,0,559,1,0,benign,benign
5,6,0,270,0.2,0.8,malignant,malignant
5,6,0,137,1,0,benign,benign
5,6,0,641,1,0,benign,benign
5,6,0,254,0.1,0.9,malignant,malignant
5,6,0,212,1,0,benign,benign
5,6,0,408,0.8,0.2,benign,benign
5,6,0,229,0,1,malignant,malignant
5,6,0,634,1,0,benign,benign
5,6,0,562,1,0,benign,benign
5,6,0,123,0.1,0.9,malignant,malignant
5,6,0,477,1,0,benign,benign
5,6,1,48,1,0,benign,benign
5,6,1,155,0,1,malignant,malignant
5,6,1,651,1,0,benign,benign
5,6,1,199,1,0,benign,benign
5,6,1,103,0.4,0.6,malignant,malignant
5,6,1,667,1,0,benign,benign
5,6,1,90,1,0,benign,benign
5,6,1,262,0,1,malignant,malignant
5,6,1,131,1,0,benign,benign
5,6,1,228,1,0,benign,benign
5,6,1,317,0,1,malignant,malignant
5,6,1,34,1,0,benign,benign
5,6,1,26,1,0,benign,benign
5,6,1,51,0.4,0.6,malignant,malignant
5,6,1,185,1,0,benign,benign
5,6,1,632,1,0,benign,benign
5,6,1,340,0.3,0.7,malignant,malignant
5,6,1,78,1,0,benign,benign
5,6,1,246,0,1,malignant,malignant
5,6,1,628,1,0,benign,benign
5,6,1,615,1,0,benign,benign
5,6,1,670,0.1,0.9,malignant,malignant
5,6,1,500,1,0,benign,benign
5,6,1,661,1,0,benign,benign
5,6,1,456,0,1,malignant,malignant
5,6,1,426,0.9,0.1,benign,benign
5,6,1,135,1,0,benign,benign
5,6,1,200,0,1,malignant,malignant
5,6,1,337,1,0,benign,benign
5,6,1,81,1,0,benign,benign
5,6,1,299,0.3,0.7,malignant,malignant
5,6,1,335,1,0,benign,benign
5,6,1,94,1,0,benign,benign
5,6,1,391,0,1,malignant,malignant
5,6,1,178,1,0,benign,benign
5,6,1,495,1,0,benign,benign
5,6,1,326,0.4,0.6,malignant,malignant
5,6,1,338,1,0,benign,benign
5,6,1,463,1,0,benign,benign
5,6,1,482,0,1,malignant,malignant
5,6,1,364,1,0,benign,benign
5,6,1,480,1,0,benign,benign
5,6,1,289,0,1,malignant,malignant
5,6,1,521,0.8,0.2,benign,benign
5,6,1,164,0.951486,0.048514,benign,benign
5,6,1,386,0.1,0.9,malignant,malignant
5,6,1,525,1,0,benign,benign
5,6,1,691,0,1,malignant,malignant
5,6,1,494,0.4,0.6,malignant,benign
5,6,1,325,1,0,benign,benign
5,6,1,506,0,1,malignant,malignant
5,6,1,346,0.8,0.2,benign,benign
5,6,1,563,1,0,benign,benign
5,6,1,211,0,1,malignant,malignant
5,6,1,280,1,0,benign,benign
5,6,1,241,1,0,benign,benign
5,6,1,188,0,1,malignant,malignant
5,6,1,542,1,0,benign,benign
5,6,1,559,1,0,benign,benign
5,6,1,270,0,1,malignant,malignant
5,6,1,137,1,0,benign,benign
5,6,1,641,1,0,benign,benign
5,6,1,254,0,1,malignant,malignant
5,6,1,212,1,0,benign,benign
5,6,1,408,0.9,0.1,benign,benign
5,6,1,229,0,1,malignant,malignant
5,6,1,634,1,0,benign,benign
5,6,1,562,1,0,benign,benign
5,6,1,123,0.1,0.9,malignant,malignant
5,6,1,477,1,0,benign,benign
5,6,2,48,1,0,benign,benign
5,6,2,155,0,1,malignant,malignant
5,6,2,651,1,0,benign,benign
5,6,2,199,1,0,benign,benign
5,6,2,103,0.4,0.6,malignant,malignant
5,6,2,667,1,0,benign,benign
5,6,2,90,1,0,benign,benign
5,6,2,262,0,1,malignant,malignant
5,6,2,131,1,0,benign,benign
5,6,2,228,1,0,benign,benign
5,6,2,317,0,1,malignant,malignant
5,6,2,34,1,0,benign,benign
5,6,2,26,1,0,benign,benign
5,6,2,51,0.6,0.4,benign,malignant
5,6,2,185,1,0,benign,benign
5,6,2,632,1,0,benign,benign
5,6,2,340,0.5,0.5,benign,malignant
5,6,2,78,1,0,benign,benign
5,6,2,246,0,1,malignant,malignant
5,6,2,628,1,0,benign,benign
5,6,2,615,1,0,benign,benign
5,6,2,670,0,1,malignant,malignant
5,6,2,500,1,0,benign,benign
5,6,2,661,1,0,benign,benign
5,6,2,456,0,1,malignant,malignant
5,6,2,426,0.64,0.36,benign,benign
5,6,2,135,1,0,benign,benign
5,6,2,200,0,1,malignant,malignant
5,6,2,337,1,0,benign,benign
5,6,2,81,1,0,benign,benign
5,6,2,299,0.1,0.9,malignant,malignant
5,6,2,335,1,0,benign,benign
5,6,2,94,1,0,benign,benign
5,6,2,391,0,1,malignant,malignant
5,6,2,178,1,0,benign,benign
5,6,2,495,1,0,benign,benign
5,6,2,326,0.9,0.1,benign,malignant
5,6,2,338,1,0,benign,benign
5,6,2,463,1,0,benign,benign
5,6,2,482,0.1,0.9,malignant,malignant
5,6,2,364,1,0,benign,benign
5,6,2,480,1,0,benign,benign
5,6,2,289,0,1,malignant,malignant
5,6,2,521,1,0,benign,benign
5,6,2,164,0.994382,0.005618,benign,benign
5,6,2,386,0.1,0.9,malignant,malignant
5,6,2,525,1,0,benign,benign
5,6,2,691,0,1,malignant,malignant
5,6,2,494,0.2,0.8,malignant,benign
5,6,2,325,1,0,benign,benign
5,6,2,506,0.1,0.9,malignant,malignant
5,6,2,346,0.7,0.3,benign,benign
5,6,2,563,1,0,benign,benign
5,6,2,211,0,1,malignant,malignant
5,6,2,280,1,0,benign,benign
5,6,2,241,1,0,benign,benign
5,6,2,188,0,1,malignant,malignant
5,6,2,542,0.9,0.1,benign,benign
5,6,2,559,1,0,benign,benign
5,6,2,270,0,1,malignant,malignant
5,6,2,137,1,0,benign,benign
5,6,2,641,1,0,benign,benign
5,6,2,254,0.1,0.9,malignant,malignant
5,6,2,212,1,0,benign,benign
5,6,2,408,1,0,benign,benign
5,6,2,229,0,1,malignant,malignant
5,6,2,634,1,0,benign,benign
5,6,2,562,1,0,benign,benign
5,6,2,123,0.125,0.875,malignant,malignant
5,6,2,477,1,0,benign,benign
5,6,3,48,1,0,benign,benign
5,6,3,155,0.1,0.9,malignant,malignant
5,6,3,651,1,0,benign,benign
5,6,3,199,1,0,benign,benign
5,6,3,103,0.6,0.4,benign,malignant
5,6,3,667,1,0,benign,benign
5,6,3,90,1,0,benign,benign
5,6,3,262,0,1,malignant,malignant
5,6,3,131,1,0,benign,benign
5,6,3,228,1,0,benign,benign
5,6,3,317,0,1,malignant,malignant
5,6,3,34,1,0,benign,benign
5,6,3,26,1,0,benign,benign
5,6,3,51,0.4,0.6,malignant,malignant
5,6,3,185,1,0,benign,benign
5,6,3,632,1,0,benign,benign
5,6,3,340,0.5,0.5,benign,malignant
5,6,3,78,1,0,benign,benign
5,6,3,246,0,1,malignant,malignant
5,6,3,628,1,0,benign,benign
5,6,3,615,1,0,benign,benign
5,6,3,670,0,1,malignant,malignant
5,6,3,500,1,0,benign,benign
5,6,3,661,1,0,benign,benign
5,6,3,456,0,1,malignant,malignant
5,6,3,426,0.8,0.2,benign,benign
5,6,3,135,1,0,benign,benign
5,6,3,200,0,1,malignant,malignant
5,6,3,337,1,0,benign,benign
5,6,3,81,1,0,benign,benign
5,6,3,299,0.6,0.4,benign,malignant
5,6,3,335,1,0,benign,benign
5,6,3,94,1,0,benign,benign
5,6,3,391,0,1,malignant,malignant
5,6,3,178,1,0,benign,benign
5,6,3,495,1,0,benign,benign
5,6,3,326,0.9,0.1,benign,malignant
5,6,3,338,1,0,benign,benign
5,6,3,463,1,0,benign,benign
5,6,3,482,0,1,malignant,malignant
5,6,3,364,1,0,benign,benign
5,6,3,480,1,0,benign,benign
5,6,3,289,0,1,malignant,malignant
5,6,3,521,1,0,benign,benign
5,6,3,164,0.993277,0.006723,benign,benign
5,6,3,386,0,1,malignant,malignant
5,6,3,525,1,0,benign,benign
5,6,3,691,0,1,malignant,malignant
5,6,3,494,0.7,0.3,benign,benign
5,6,3,325,1,0,benign,benign
5,6,3,506,0,1,malignant,malignant
5,6,3,346,0.9,0.1,benign,benign
5,6,3,563,1,0,benign,benign
5,6,3,211,0,1,malignant,malignant
5,6,3,280,1,0,benign,benign
5,6,3,241,1,0,benign,benign
5,6,3,188,0,1,malignant,malignant
5,6,3,542,0.8,0.2,benign,benign
5,6,3,559,1,0,benign,benign
5,6,3,270,0.3,0.7,malignant,malignant
5,6,3,137,1,0,benign,benign
5,6,3,641,1,0,benign,benign
5,6,3,254,0.1,0.9,malignant,malignant
5,6,3,212,1,0,benign,benign
5,6,3,408,1,0,benign,benign
5,6,3,229,0,1,malignant,malignant
5,6,3,634,1,0,benign,benign
5,6,3,562,1,0,benign,benign
5,6,3,123,0.2,0.8,malignant,malignant
5,6,3,477,1,0,benign,benign
5,6,4,48,0.9,0.1,benign,benign
5,6,4,155,0,1,malignant,malignant
5,6,4,651,1,0,benign,benign
5,6,4,199,1,0,benign,benign
5,6,4,103,0.8,0.2,benign,malignant
5,6,4,667,1,0,benign,benign
5,6,4,90,1,0,benign,benign
5,6,4,262,0.041463,0.958537,malignant,malignant
5,6,4,131,1,0,benign,benign
5,6,4,228,1,0,benign,benign
5,6,4,317,0.2,0.8,malignant,malignant
5,6,4,34,1,0,benign,benign
5,6,4,26,1,0,benign,benign
5,6,4,51,0.5,0.5,benign,malignant
5,6,4,185,1,0,benign,benign
5,6,4,632,1,0,benign,benign
5,6,4,340,0.4,0.6,malignant,malignant
5,6,4,78,1,0,benign,benign
5,6,4,246,0.041463,0.958537,malignant,malignant
5,6,4,628,1,0,benign,benign
5,6,4,615,1,0,benign,benign
5,6,4,670,0,1,malignant,malignant
5,6,4,500,1,0,benign,benign
5,6,4,661,1,0,benign,benign
5,6,4,456,0,1,malignant,malignant
5,6,4,426,0.575,0.425,benign,benign
5,6,4,135,0.9,0.1,benign,benign
5,6,4,200,0,1,malignant,malignant
5,6,4,337,1,0,benign,benign
5,6,4,81,1,0,benign,benign
5,6,4,299,0.5,0.5,benign,malignant
5,6,4,335,1,0,benign,benign
5,6,4,94,1,0,benign,benign
5,6,4,391,0.041463,0.958537,malignant,malignant
5,6,4,178,1,0,benign,benign
5,6,4,495,1,0,benign,benign
5,6,4,326,0.7,0.3,benign,malignant
5,6,4,338,1,0,benign,benign
5,6,4,463,1,0,benign,benign
5,6,4,482,0,1,malignant,malignant
5,6,4,364,1,0,benign,benign
5,6,4,480,1,0,benign,benign
5,6,4,289,0.24,0.76,malignant,malignant
5,6,4,521,1,0,benign,benign
5,6,4,164,1,0,benign,benign
5,6,4,386,0.041463,0.958537,malignant,malignant
5,6,4,525,1,0,benign,benign
5,6,4,691,0,1,malignant,malignant
5,6,4,494,0.8,0.2,benign,benign
5,6,4,325,0.8,0.2,benign,benign
5,6,4,506,0.2,0.8,malignant,malignant
5,6,4,346,0.6,0.4,benign,benign
5,6,4,563,1,0,benign,benign
5,6,4,211,0.041463,0.958537,malignant,malignant
5,6,4,280,1,0,benign,benign
5,6,4,241,1,0,benign,benign
5,6,4,188,0,1,malignant,malignant
5,6,4,542,1,0,benign,benign
5,6,4,559,1,0,benign,benign
5,6,4,270,0,1,malignant,malignant
5,6,4,137,1,0,benign,benign
5,6,4,641,1,0,benign,benign
5,6,4,254,0.1,0.9,malignant,malignant
5,6,4,212,1,0,benign,benign
5,6,4,408,0.9,0.1,benign,benign
5,6,4,229,0,1,malignant,malignant
5,6,4,634,1,0,benign,benign
5,6,4,562,1,0,benign,benign
5,6,4,123,0.04,0.96,malignant,malignant
5,6,4,477,1,0,benign,benign
5,6,5,48,1,0,benign,benign
5,6,5,155,0,1,malignant,malignant
5,6,5,651,1,0,benign,benign
5,6,5,199,1,0,benign,benign
5,6,5,103,0.3,0.7,malignant,malignant
5,6,5,667,1,0,benign,benign
5,6,5,90,1,0,benign,benign
5,6,5,262,0,1,malignant,malignant
5,6,5,131,1,0,benign,benign
5,6,5,228,1,0,benign,benign
5,6,5,317,0.1,0.9,malignant,malignant
5,6,5,34,1,0,benign,benign
5,6,5,26,1,0,benign,benign
5,6,5,51,0.5,0.5,benign,malignant
5,6,5,185,1,0,benign,benign
5,6,5,632,1,0,benign,benign
5,6,5,340,0.2,0.8,malignant,malignant
5,6,5,78,1,0,benign,benign
5,6,5,246,0,1,malignant,malignant
5,6,5,628,1,0,benign,benign
5,6,5,615,1,0,benign,benign
5,6,5,670,0,1,malignant,malignant
5,6,5,500,1,0,benign,benign
5,6,5,661,1,0,benign,benign
5,6,5,456,0,1,malignant,malignant
5,6,5,426,0.8,0.2,benign,benign
5,6,5,135,1,0,benign,benign
5,6,5,200,0,1,malignant,malignant
5,6,5,337,1,0,benign,benign
5,6,5,81,1,0,benign,benign
5,6,5,299,0.3,0.7,malignant,malignant
5,6,5,335,1,0,benign,benign
5,6,5,94,1,0,benign,benign
5,6,5,391,0,1,malignant,malignant
5,6,5,178,1,0,benign,benign
5,6,5,495,1,0,benign,benign
5,6,5,326,0.502381,0.497619,benign,malignant
5,6,5,338,1,0,benign,benign
5,6,5,463,1,0,benign,benign
5,6,5,482,0,1,malignant,malignant
5,6,5,364,1,0,benign,benign
5,6,5,480,1,0,benign,benign
5,6,5,289,0.4,0.6,malignant,malignant
5,6,5,521,1,0,benign,benign
5,6,5,164,0.999524,0.000476,benign,benign
5,6,5,386,0.1,0.9,malignant,malignant
5,6,5,525,1,0,benign,benign
5,6,5,691,0,1,malignant,malignant
5,6,5,494,0.5,0.5,benign,benign
5,6,5,325,0.9,0.1,benign,benign
5,6,5,506,0,1,malignant,malignant
5,6,5,346,0.8,0.2,benign,benign
5,6,5,563,1,0,benign,benign
5,6,5,211,0,1,malignant,malignant
5,6,5,280,1,0,benign,benign
5,6,5,241,0.8,0.2,benign,benign
5,6,5,188,0,1,malignant,malignant
5,6,5,542,1,0,benign,benign
5,6,5,559,1,0,benign,benign
5,6,5,270,0.1,0.9,malignant,malignant
5,6,5,137,1,0,benign,benign
5,6,5,641,1,0,benign,benign
5,6,5,254,0.1,0.9,malignant,malignant
5,6,5,212,1,0,benign,benign
5,6,5,408,0.9,0.1,benign,benign
5,6,5,229,0,1,malignant,malignant
5,6,5,634,1,0,benign,benign
5,6,5,562,1,0,benign,benign
5,6,5,123,0.3,0.7,malignant,malignant
5,6,5,477,1,0,benign,benign
5,6,6,48,1,0,benign,benign
5,6,6,155,0.2,0.8,malignant,malignant
5,6,6,651,1,0,benign,benign
5,6,6,199,1,0,benign,benign
5,6,6,103,0.2,0.8,malignant,malignant
5,6,6,667,1,0,benign,benign
5,6,6,90,1,0,benign,benign
5,6,6,262,0,1,malignant,malignant
5,6,6,131,1,0,benign,benign
5,6,6,228,1,0,benign,benign
5,6,6,317,0,1,malignant,malignant
5,6,6,34,1,0,benign,benign
5,6,6,26,1,0,benign,benign
5,6,6,51,0.4,0.6,malignant,malignant
5,6,6,185,1,0,benign,benign
5,6,6,632,1,0,benign,benign
5,6,6,340,0.2,0.8,malignant,malignant
5,6,6,78,1,0,benign,benign
5,6,6,246,0,1,malignant,malignant
5,6,6,628,1,0,benign,benign
5,6,6,615,1,0,benign,benign
5,6,6,670,0.017303,0.982697,malignant,malignant
5,6,6,500,1,0,benign,benign
5,6,6,661,1,0,benign,benign
5,6,6,456,0,1,malignant,malignant
5,6,6,426,0.8,0.2,benign,benign
5,6,6,135,1,0,benign,benign
5,6,6,200,0,1,malignant,malignant
5,6,6,337,1,0,benign,benign
5,6,6,81,1,0,benign,benign
5,6,6,299,0.1,0.9,malignant,malignant
5,6,6,335,1,0,benign,benign
5,6,6,94,1,0,benign,benign
5,6,6,391,0,1,malignant,malignant
5,6,6,178,1,0,benign,benign
5,6,6,495,1,0,benign,benign
5,6,6,326,0.5,0.5,benign,malignant
5,6,6,338,1,0,benign,benign
5,6,6,463,1,0,benign,benign
5,6,6,482,0,1,malignant,malignant
5,6,6,364,1,0,benign,benign
5,6,6,480,1,0,benign,benign
5,6,6,289,0.3,0.7,malignant,malignant
5,6,6,521,1,0,benign,benign
5,6,6,164,0.982185,0.017815,benign,benign
5,6,6,386,0,1,malignant,malignant
5,6,6,525,1,0,benign,benign
5,6,6,691,0.1,0.9,malignant,malignant
5,6,6,494,0.6,0.4,benign,benign
5,6,6,325,1,0,benign,benign
5,6,6,506,0,1,malignant,malignant
5,6,6,346,1,0,benign,benign
5,6,6,563,1,0,benign,benign
5,6,6,211,0.1,0.9,malignant,malignant
5,6,6,280,1,0,benign,benign
5,6,6,241,1,0,benign,benign
5,6,6,188,0.2,0.8,malignant,malignant
5,6,6,542,1,0,benign,benign
5,6,6,559,1,0,benign,benign
5,6,6,270,0,1,malignant,malignant
5,6,6,137,1,0,benign,benign
5,6,6,641,1,0,benign,benign
5,6,6,254,0,1,malignant,malignant
5,6,6,212,1,0,benign,benign
5,6,6,408,1,0,benign,benign
5,6,6,229,0,1,malignant,malignant
5,6,6,634,1,0,benign,benign
5,6,6,562,1,0,benign,benign
5,6,6,123,0.2,0.8,malignant,malignant
5,6,6,477,1,0,benign,benign
5,6,7,48,1,0,benign,benign
5,6,7,155,0.2,0.8,malignant,malignant
5,6,7,651,1,0,benign,benign
5,6,7,199,1,0,benign,benign
5,6,7,103,0.2,0.8,malignant,malignant
5,6,7,667,1,0,benign,benign
5,6,7,90,1,0,benign,benign
5,6,7,262,0,1,malignant,malignant
5,6,7,131,1,0,benign,benign
5,6,7,228,1,0,benign,benign
5,6,7,317,0.4,0.6,malignant,malignant
5,6,7,34,1,0,benign,benign
5,6,7,26,1,0,benign,benign
5,6,7,51,0.5,0.5,benign,malignant
5,6,7,185,1,0,benign,benign
5,6,7,632,1,0,benign,benign
5,6,7,340,0.1,0.9,malignant,malignant
5,6,7,78,1,0,benign,benign
5,6,7,246,0,1,malignant,malignant
5,6,7,628,1,0,benign,benign
5,6,7,615,1,0,benign,benign
5,6,7,670,0.1,0.9,malignant,malignant
5,6,7,500,1,0,benign,benign
5,6,7,661,1,0,benign,benign
5,6,7,456,0,1,malignant,malignant
5,6,7,426,1,0,benign,benign
5,6,7,135,1,0,benign,benign
5,6,7,200,0,1,malignant,malignant
5,6,7,337,1,0,benign,benign
5,6,7,81,1,0,benign,benign
5,6,7,299,0,1,malignant,malignant
5,6,7,335,1,0,benign,benign
5,6,7,94,1,0,benign,benign
5,6,7,391,0,1,malignant,malignant
5,6,7,178,1,0,benign,benign
5,6,7,495,1,0,benign,benign
5,6,7,326,0.5,0.5,malignant,malignant
5,6,7,338,1,0,benign,benign
5,6,7,463,1,0,benign,benign
5,6,7,482,0,1,malignant,malignant
5,6,7,364,1,0,benign,benign
5,6,7,480,1,0,benign,benign
5,6,7,289,0.1,0.9,malignant,malignant
5,6,7,521,1,0,benign,benign
5,6,7,164,0.968317,0.031683,benign,benign
5,6,7,386,0,1,malignant,malignant
5,6,7,525,1,0,benign,benign
5,6,7,691,0.3,0.7,malignant,malignant
5,6,7,494,0.3,0.7,malignant,benign
5,6,7,325,1,0,benign,benign
5,6,7,506,0.1,0.9,malignant,malignant
5,6,7,346,1,0,benign,benign
5,6,7,563,1,0,benign,benign
5,6,7,211,0,1,malignant,malignant
5,6,7,280,1,0,benign,benign
5,6,7,241,1,0,benign,benign
5,6,7,188,0.4,0.6,malignant,malignant
5,6,7,542,1,0,benign,benign
5,6,7,559,1,0,benign,benign
5,6,7,270,0,1,malignant,malignant
5,6,7,137,1,0,benign,benign
5,6,7,641,1,0,benign,benign
5,6,7,254,0,1,malignant,malignant
5,6,7,212,1,0,benign,benign
5,6,7,408,1,0,benign,benign
5,6,7,229,0,1,malignant,malignant
5,6,7,634,1,0,benign,benign
5,6,7,562,1,0,benign,benign
5,6,7,123,0.1,0.9,malignant,malignant
5,6,7,477,1,0,benign,benign
5,7,0,535,0.9,0.1,benign,benign
5,7,0,565,0,1,malignant,malignant
5,7,0,250,1,0,benign,benign
5,7,0,572,1,0,benign,benign
5,7,0,186,0,1,malignant,malignant
5,7,0,168,1,0,benign,benign
5,7,0,348,0.1,0.9,malignant,malignant
5,7,0,245,1,0,benign,benign
5,7,0,557,1,0,benign,benign
5,7,0,56,0.2,0.8,malignant,malignant
5,7,0,438,0.8,0.2,benign,benign
5,7,0,196,0,1,malignant,benign
5,7,0,549,0,1,malignant,malignant
5,7,0,534,1,0,benign,benign
5,7,0,450,1,0,benign,benign
5,7,0,152,0,1,malignant,malignant
5,7,0,217,1,0,benign,benign
5,7,0,379,0.2,0.8,malignant,benign
5,7,0,581,0,1,malignant,malignant
5,7,0,499,1,0,benign,benign
5,7,0,69,1,0,benign,benign
5,7,0,569,0,1,malignant,malignant
5,7,0,462,1,0,benign,benign
5,7,0,528,0.9,0.1,benign,benign
5,7,0,107,0,1,malignant,malignant
5,7,0,313,1,0,benign,benign
5,7,0,654,1,0,benign,benign
5,7,0,74,0.5,0.5,benign,malignant
5,7,0,685,1,0,benign,benign
5,7,0,134,0.8,0.2,benign,benign
5,7,0,591,0,1,malignant,malignant
5,7,0,362,0.4,0.6,malignant,benign
5,7,0,275,0.966186,0.033814,benign,benign
5,7,0,626,0,1,malignant,malignant
5,7,0,645,1,0,benign,benign
5,7,0,571,0,1,malignant,malignant
5,7,0,372,1,0,benign,benign
5,7,0,472,1,0,benign,benign
5,7,0,260,0.3,0.7,malignant,malignant
5,7,0,609,1,0,benign,benign
5,7,0,118,0.4,0.6,malignant,benign
5,7,0,166,0,1,malignant,malignant
5,7,0,192,1,0,benign,benign
5,7,0,614,1,0,benign,benign
5,7,0,146,0,1,malignant,malignant
5,7,0,660,1,0,benign,benign
5,7,0,687,0.8,0.2,benign,benign
5,7,0,283,0.402564,0.597436,malignant,malignant
5,7,0,672,1,0,benign,benign
5,7,0,327,1,0,benign,benign
5,7,0,489,0.6,0.4,benign,malignant
5,7,0,673,0.8,0.2,benign,benign
5,7,0,387,0.5,0.5,benign,benign
5,7,0,316,0,1,malignant,malignant
5,7,0,418,0.8,0.2,benign,benign
5,7,0,399,1,0,benign,benign
5,7,0,100,0.1,0.9,malignant,malignant
5,7,0,644,1,0,benign,benign
5,7,0,566,1,0,benign,benign
5,7,0,253,0,1,malignant,malignant
5,7,0,527,1,0,benign,benign
5,7,0,30,1,0,benign,benign
5,7,0,214,0,1,malignant,malignant
5,7,0,419,0.4,0.6,malignant,benign
5,7,0,58,0.2,0.8,malignant,malignant
5,7,0,690,1,0,benign,benign
5,7,0,575,1,0,benign,benign
5,7,0,184,0,1,malignant,malignant
5,7,0,35,1,0,benign,benign
5,7,0,694,0.8,0.2,benign,benign
5,7,1,535,0.9,0.1,benign,benign
5,7,1,565,0,1,malignant,malignant
5,7,1,250,1,0,benign,benign
5,7,1,572,1,0,benign,benign
5,7,1,186,0.1,0.9,malignant,malignant
5,7,1,168,1,0,benign,benign
5,7,1,348,0.2,0.8,malignant,malignant
5,7,1,245,1,0,benign,benign
5,7,1,557,1,0,benign,benign
5,7,1,56,0,1,malignant,malignant
5,7,1,438,0.9,0.1,benign,benign
5,7,1,196,0,1,malignant,benign
5,7,1,549,0,1,malignant,malignant
5,7,1,534,1,0,benign,benign
5,7,1,450,1,0,benign,benign
5,7,1,152,0,1,malignant,malignant
5,7,1,217,1,0,benign,benign
5,7,1,379,0.6,0.4,benign,benign
5,7,1,581,0,1,malignant,malignant
5,7,1,499,1,0,benign,benign
5,7,1,69,1,0,benign,benign
5,7,1,569,0,1,malignant,malignant
5,7,1,462,1,0,benign,benign
5,7,1,528,0.9,0.1,benign,benign
5,7,1,107,0.1,0.9,malignant,malignant
5,7,1,313,1,0,benign,benign
5,7,1,654,1,0,benign,benign
5,7,1,74,0,1,malignant,malignant
5,7,1,685,1,0,benign,benign
5,7,1,134,0.8,0.2,benign,benign
5,7,1,591,0.1,0.9,malignant,malignant
5,7,1,362,0.7,0.3,benign,benign
5,7,1,275,0.98593,0.01407,benign,benign
5,7,1,626,0,1,malignant,malignant
5,7,1,645,1,0,benign,benign
5,7,1,571,0,1,malignant,malignant
5,7,1,372,1,0,benign,benign
5,7,1,472,1,0,benign,benign
5,7,1,260,0,1,malignant,malignant
5,7,1,609,1,0,benign,benign
5,7,1,118,0.8,0.2,benign,benign
5,7,1,166,0,1,malignant,malignant
5,7,1,192,1,0,benign,benign
5,7,1,614,1,0,benign,benign
5,7,1,146,0.1,0.9,malignant,malignant
5,7,1,660,1,0,benign,benign
5,7,1,687,1,0,benign,benign
5,7,1,283,0.1,0.9,malignant,malignant
5,7,1,672,1,0,benign,benign
5,7,1,327,1,0,benign,benign
5,7,1,489,0.4,0.6,malignant,malignant
5,7,1,673,0.8,0.2,benign,benign
5,7,1,387,0.6,0.4,benign,benign
5,7,1,316,0,1,malignant,malignant
5,7,1,418,0.9,0.1,benign,benign
5,7,1,399,1,0,benign,benign
5,7,1,100,0.2,0.8,malignant,malignant
5,7,1,644,1,0,benign,benign
5,7,1,566,1,0,benign,benign
5,7,1,253,0,1,malignant,malignant
5,7,1,527,1,0,benign,benign
5,7,1,30,1,0,benign,benign
5,7,1,214,0,1,malignant,malignant
5,7,1,419,0.8,0.2,benign,benign
5,7,1,58,0.2,0.8,malignant,malignant
5,7,1,690,1,0,benign,benign
5,7,1,575,1,0,benign,benign
5,7,1,184,0,1,malignant,malignant
5,7,1,35,1,0,benign,benign
5,7,1,694,0.8,0.2,benign,benign
5,7,2,535,0.9,0.1,benign,benign
5,7,2,565,0,1,malignant,malignant
5,7,2,250,1,0,benign,benign
5,7,2,572,1,0,benign,benign
5,7,2,186,0.2,0.8,malignant,malignant
5,7,2,168,1,0,benign,benign
5,7,2,348,0.3,0.7,malignant,malignant
5,7,2,245,1,0,benign,benign
5,7,2,557,1,0,benign,benign
5,7,2,56,0,1,malignant,malignant
5,7,2,438,0.9,0.1,benign,benign
5,7,2,196,0,1,malignant,benign
5,7,2,549,0,1,malignant,malignant
5,7,2,534,1,0,benign,benign
5,7,2,450,1,0,benign,benign
5,7,2,152,0,1,malignant,malignant
5,7,2,217,1,0,benign,benign
5,7,2,379,0.5,0.5,benign,benign
5,7,2,581,0,1,malignant,malignant
5,7,2,499,1,0,benign,benign
5,7,2,69,1,0,benign,benign
5,7,2,569,0,1,malignant,malignant
5,7,2,462,1,0,benign,benign
5,7,2,528,0.9,0.1,benign,benign
5,7,2,107,0.4,0.6,malignant,malignant
5,7,2,313,1,0,benign,benign
5,7,2,654,1,0,benign,benign
5,7,2,74,0.1,0.9,malignant,malignant
5,7,2,685,1,0,benign,benign
5,7,2,134,1,0,benign,benign
5,7,2,591,0.2,0.8,malignant,malignant
5,7,2,362,0.5,0.5,benign,benign
5,7,2,275,0.989319,0.010681,benign,benign
5,7,2,626,0.4,0.6,malignant,malignant
5,7,2,645,1,0,benign,benign
5,7,2,571,0,1,malignant,malignant
5,7,2,372,1,0,benign,benign
5,7,2,472,1,0,benign,benign
5,7,2,260,0,1,malignant,malignant
5,7,2,609,1,0,benign,benign
5,7,2,118,0.8,0.2,benign,benign
5,7,2,166,0.1,0.9,malignant,malignant
5,7,2,192,1,0,benign,benign
5,7,2,614,1,0,benign,benign
5,7,2,146,0.2,0.8,malignant,malignant
5,7,2,660,1,0,benign,benign
5,7,2,687,1,0,benign,benign
5,7,2,283,0.2,0.8,malignant,malignant
5,7,2,672,1,0,benign,benign
5,7,2,327,1,0,benign,benign
5,7,2,489,0.4,0.6,malignant,malignant
5,7,2,673,0.6,0.4,benign,benign
5,7,2,387,0.4,0.6,malignant,benign
5,7,2,316,0,1,malignant,malignant
5,7,2,418,1,0,benign,benign
5,7,2,399,1,0,benign,benign
5,7,2,100,0.025,0.975,malignant,malignant
5,7,2,644,1,0,benign,benign
5,7,2,566,1,0,benign,benign
5,7,2,253,0,1,malignant,malignant
5,7,2,527,1,0,benign,benign
5,7,2,30,1,0,benign,benign
5,7,2,214,0,1,malignant,malignant
5,7,2,419,1,0,benign,benign
5,7,2,58,0.1,0.9,malignant,malignant
5,7,2,690,1,0,benign,benign
5,7,2,575,1,0,benign,benign
5,7,2,184,0,1,malignant,malignant
5,7,2,35,1,0,benign,benign
5,7,2,694,1,0,benign,benign
5,7,3,535,1,0,benign,benign
5,7,3,565,0,1,malignant,malignant
5,7,3,250,1,0,benign,benign
5,7,3,572,1,0,benign,benign
5,7,3,186,0.1,0.9,malignant,malignant
5,7,3,168,1,0,benign,benign
5,7,3,348,0.33299,0.66701,malignant,malignant
5,7,3,245,1,0,benign,benign
5,7,3,557,1,0,benign,benign
5,7,3,56,0.4,0.6,malignant,malignant
5,7,3,438,0.8,0.2,benign,benign
5,7,3,196,0,1,malignant,benign
5,7,3,549,0,1,malignant,malignant
5,7,3,534,1,0,benign,benign
5,7,3,450,1,0,benign,benign
5,7,3,152,0,1,malignant,malignant
5,7,3,217,1,0,benign,benign
5,7,3,379,0.2,0.8,malignant,benign
5,7,3,581,0,1,malignant,malignant
5,7,3,499,1,0,benign,benign
5,7,3,69,1,0,benign,benign
5,7,3,569,0,1,malignant,malignant
5,7,3,462,1,0,benign,benign
5,7,3,528,1,0,benign,benign
5,7,3,107,0.5,0.5,benign,malignant
5,7,3,313,1,0,benign,benign
5,7,3,654,1,0,benign,benign
5,7,3,74,0.4,0.6,malignant,malignant
5,7,3,685,1,0,benign,benign
5,7,3,134,1,0,benign,benign
5,7,3,591,0.1,0.9,malignant,malignant
5,7,3,362,0.9,0.1,benign,benign
5,7,3,275,0.989539,0.010461,benign,benign
5,7,3,626,0.6,0.4,benign,malignant
5,7,3,645,1,0,benign,benign
5,7,3,571,0,1,malignant,malignant
5,7,3,372,1,0,benign,benign
5,7,3,472,1,0,benign,benign
5,7,3,260,0,1,malignant,malignant
5,7,3,609,1,0,benign,benign
5,7,3,118,1,0,benign,benign
5,7,3,166,0,1,malignant,malignant
5,7,3,192,1,0,benign,benign
5,7,3,614,1,0,benign,benign
5,7,3,146,0.2,0.8,malignant,malignant
5,7,3,660,1,0,benign,benign
5,7,3,687,1,0,benign,benign
5,7,3,283,0.5,0.5,benign,malignant
5,7,3,672,1,0,benign,benign
5,7,3,327,1,0,benign,benign
5,7,3,489,0.6,0.4,benign,malignant
5,7,3,673,0.5,0.5,benign,benign
5,7,3,387,0.3,0.7,malignant,benign
5,7,3,316,0,1,malignant,malignant
5,7,3,418,1,0,benign,benign
5,7,3,399,1,0,benign,benign
5,7,3,100,0.1,0.9,malignant,malignant
5,7,3,644,1,0,benign,benign
5,7,3,566,1,0,benign,benign
5,7,3,253,0.2,0.8,malignant,malignant
5,7,3,527,1,0,benign,benign
5,7,3,30,1,0,benign,benign
5,7,3,214,0,1,malignant,malignant
5,7,3,419,0.5,0.5,benign,benign
5,7,3,58,0.6,0.4,benign,malignant
5,7,3,690,1,0,benign,benign
5,7,3,575,1,0,benign,benign
5,7,3,184,0,1,malignant,malignant
5,7,3,35,1,0,benign,benign
5,7,3,694,1,0,benign,benign
5,7,4,535,1,0,benign,benign
5,7,4,565,0,1,malignant,malignant
5,7,4,250,1,0,benign,benign
5,7,4,572,1,0,benign,benign
5,7,4,186,0,1,malignant,malignant
5,7,4,168,1,0,benign,benign
5,7,4,348,0.5,0.5,benign,malignant
5,7,4,245,1,0,benign,benign
5,7,4,557,1,0,benign,benign
5,7,4,56,0,1,malignant,malignant
5,7,4,438,1,0,benign,benign
5,7,4,196,0,1,malignant,benign
5,7,4,549,0,1,malignant,malignant
5,7,4,534,1,0,benign,benign
5,7,4,450,0.8,0.2,benign,benign
5,7,4,152,0,1,malignant,malignant
5,7,4,217,1,0,benign,benign
5,7,4,379,0.5,0.5,benign,benign
5,7,4,581,0.041463,0.958537,malignant,malignant
5,7,4,499,1,0,benign,benign
5,7,4,69,1,0,benign,benign
5,7,4,569,0,1,malignant,malignant
5,7,4,462,1,0,benign,benign
5,7,4,528,0.9,0.1,benign,benign
5,7,4,107,0.2,0.8,malignant,malignant
5,7,4,313,1,0,benign,benign
5,7,4,654,1,0,benign,benign
5,7,4,74,0,1,malignant,malignant
5,7,4,685,1,0,benign,benign
5,7,4,134,1,0,benign,benign
5,7,4,591,0,1,malignant,malignant
5,7,4,362,0.9,0.1,benign,benign
5,7,4,275,0.978658,0.021342,benign,benign
5,7,4,626,0.2,0.8,malignant,malignant
5,7,4,645,1,0,benign,benign
5,7,4,571,0,1,malignant,malignant
5,7,4,372,1,0,benign,benign
5,7,4,472,1,0,benign,benign
5,7,4,260,0,1,malignant,malignant
5,7,4,609,1,0,benign,benign
5,7,4,118,1,0,benign,benign
5,7,4,166,0.14,0.86,malignant,malignant
5,7,4,192,1,0,benign,benign
5,7,4,614,1,0,benign,benign
5,7,4,146,0.34,0.66,malignant,malignant
5,7,4,660,1,0,benign,benign
5,7,4,687,0.9,0.1,benign,benign
5,7,4,283,0,1,malignant,malignant
5,7,4,672,1,0,benign,benign
5,7,4,327,1,0,benign,benign
5,7,4,489,0.7,0.3,benign,malignant
5,7,4,673,0.8,0.2,benign,benign
5,7,4,387,0.6,0.4,benign,benign
5,7,4,316,0.1,0.9,malignant,malignant
5,7,4,418,0.9,0.1,benign,benign
5,7,4,399,1,0,benign,benign
5,7,4,100,0,1,malignant,malignant
5,7,4,644,1,0,benign,benign
5,7,4,566,1,0,benign,benign
5,7,4,253,0,1,malignant,malignant
5,7,4,527,1,0,benign,benign
5,7,4,30,1,0,benign,benign
5,7,4,214,0,1,malignant,malignant
5,7,4,419,0.8,0.2,benign,benign
5,7,4,58,0.54,0.46,benign,malignant
5,7,4,690,1,0,benign,benign
5,7,4,575,1,0,benign,benign
5,7,4,184,0,1,malignant,malignant
5,7,4,35,1,0,benign,benign
5,7,4,694,1,0,benign,benign
5,7,5,535,1,0,benign,benign
5,7,5,565,0,1,malignant,malignant
5,7,5,250,1,0,benign,benign
5,7,5,572,1,0,benign,benign
5,7,5,186,0.3,0.7,malignant,malignant
5,7,5,168,1,0,benign,benign
5,7,5,348,0.1,0.9,malignant,malignant
5,7,5,245,1,0,benign,benign
5,7,5,557,1,0,benign,benign
5,7,5,56,0.3,0.7,malignant,malignant
5,7,5,438,0.9,0.1,benign,benign
5,7,5,196,0.1,0.9,malignant,benign
5,7,5,549,0,1,malignant,malignant
5,7,5,534,1,0,benign,benign
5,7,5,450,0.8,0.2,benign,benign
5,7,5,152,0,1,malignant,malignant
5,7,5,217,1,0,benign,benign
5,7,5,379,0.4,0.6,malignant,benign
5,7,5,581,0,1,malignant,malignant
5,7,5,499,1,0,benign,benign
5,7,5,69,1,0,benign,benign
5,7,5,569,0,1,malignant,malignant
5,7,5,462,1,0,benign,benign
5,7,5,528,1,0,benign,benign
5,7,5,107,0.6,0.4,benign,malignant
5,7,5,313,1,0,benign,benign
5,7,5,654,1,0,benign,benign
5,7,5,74,0,1,malignant,malignant
5,7,5,685,1,0,benign,benign
5,7,5,134,1,0,benign,benign
5,7,5,591,0,1,malignant,malignant
5,7,5,362,1,0,benign,benign
5,7,5,275,0.924609,0.075391,benign,benign
5,7,5,626,0.5,0.5,benign,malignant
5,7,5,645,1,0,benign,benign
5,7,5,571,0,1,malignant,malignant
5,7,5,372,1,0,benign,benign
5,7,5,472,1,0,benign,benign
5,7,5,260,0,1,malignant,malignant
5,7,5,609,1,0,benign,benign
5,7,5,118,1,0,benign,benign
5,7,5,166,0.6,0.4,benign,malignant
5,7,5,192,1,0,benign,benign
5,7,5,614,1,0,benign,benign
5,7,5,146,0.2,0.8,malignant,malignant
5,7,5,660,1,0,benign,benign
5,7,5,687,1,0,benign,benign
5,7,5,283,0.1,0.9,malignant,malignant
5,7,5,672,1,0,benign,benign
5,7,5,327,1,0,benign,benign
5,7,5,489,0.5,0.5,benign,malignant
5,7,5,673,0.9,0.1,benign,benign
5,7,5,387,0.5,0.5,benign,benign
5,7,5,316,0.1,0.9,malignant,malignant
5,7,5,418,0.9,0.1,benign,benign
5,7,5,399,1,0,benign,benign
5,7,5,100,0.1,0.9,malignant,malignant
5,7,5,644,1,0,benign,benign
5,7,5,566,1,0,benign,benign
5,7,5,253,0,1,malignant,malignant
5,7,5,527,1,0,benign,benign
5,7,5,30,1,0,benign,benign
5,7,5,214,0,1,malignant,malignant
5,7,5,419,1,0,benign,benign
5,7,5,58,0.3,0.7,malignant,malignant
5,7,5,690,1,0,benign,benign
5,7,5,575,1,0,benign,benign
5,7,5,184,0,1,malignant,malignant
5,7,5,35,1,0,benign,benign
5,7,5,694,1,0,benign,benign
5,7,6,535,1,0,benign,benign
5,7,6,565,0,1,malignant,malignant
5,7,6,250,1,0,benign,benign
5,7,6,572,1,0,benign,benign
5,7,6,186,0,1,malignant,malignant
5,7,6,168,1,0,benign,benign
5,7,6,348,0.5,0.5,benign,malignant
5,7,6,245,1,0,benign,benign
5,7,6,557,1,0,benign,benign
5,7,6,56,0.3,0.7,malignant,malignant
5,7,6,438,1,0,benign,benign
5,7,6,196,0,1,malignant,benign
5,7,6,549,0,1,malignant,malignant
5,7,6,534,1,0,benign,benign
5,7,6,450,1,0,benign,benign
5,7,6,152,0,1,malignant,malignant
5,7,6,217,1,0,benign,benign
5,7,6,379,0.526112,0.473888,benign,benign
5,7,6,581,0,1,malignant,malignant
5,7,6,499,1,0,benign,benign
5,7,6,69,1,0,benign,benign
5,7,6,569,0,1,malignant,malignant
5,7,6,462,1,0,benign,benign
5,7,6,528,1,0,benign,benign
5,7,6,107,0.2,0.8,malignant,malignant
5,7,6,313,1,0,benign,benign
5,7,6,654,1,0,benign,benign
5,7,6,74,0.1,0.9,malignant,malignant
5,7,6,685,1,0,benign,benign
5,7,6,134,1,0,benign,benign
5,7,6,591,0,1,malignant,malignant
5,7,6,362,0.9,0.1,benign,benign
5,7,6,275,0.945714,0.054286,benign,benign
5,7,6,626,0.3,0.7,malignant,malignant
5,7,6,645,1,0,benign,benign
5,7,6,571,0,1,malignant,malignant
5,7,6,372,1,0,benign,benign
5,7,6,472,1,0,benign,benign
5,7,6,260,0,1,malignant,malignant
5,7,6,609,1,0,benign,benign
5,7,6,118,1,0,benign,benign
5,7,6,166,0.1,0.9,malignant,malignant
5,7,6,192,1,0,benign,benign
5,7,6,614,1,0,benign,benign
5,7,6,146,0.1,0.9,malignant,malignant
5,7,6,660,1,0,benign,benign
5,7,6,687,1,0,benign,benign
5,7,6,283,0,1,malignant,malignant
5,7,6,672,1,0,benign,benign
5,7,6,327,1,0,benign,benign
5,7,6,489,0.7,0.3,benign,malignant
5,7,6,673,1,0,benign,benign
5,7,6,387,1,0,benign,benign
5,7,6,316,0,1,malignant,malignant
5,7,6,418,1,0,benign,benign
5,7,6,399,1,0,benign,benign
5,7,6,100,0,1,malignant,malignant
5,7,6,644,1,0,benign,benign
5,7,6,566,1,0,benign,benign
5,7,6,253,0.1,0.9,malignant,malignant
5,7,6,527,1,0,benign,benign
5,7,6,30,1,0,benign,benign
5,7,6,214,0,1,malignant,malignant
5,7,6,419,1,0,benign,benign
5,7,6,58,0.2,0.8,malignant,malignant
5,7,6,690,1,0,benign,benign
5,7,6,575,1,0,benign,benign
5,7,6,184,0,1,malignant,malignant
5,7,6,35,1,0,benign,benign
5,7,6,694,1,0,benign,benign
5,7,7,535,1,0,benign,benign
5,7,7,565,0,1,malignant,malignant
5,7,7,250,1,0,benign,benign
5,7,7,572,1,0,benign,benign
5,7,7,186,0.3,0.7,malignant,malignant
5,7,7,168,1,0,benign,benign
5,7,7,348,0.5,0.5,benign,malignant
5,7,7,245,1,0,benign,benign
5,7,7,557,1,0,benign,benign
5,7,7,56,0,1,malignant,malignant
5,7,7,438,0.9,0.1,benign,benign
5,7,7,196,0,1,malignant,benign
5,7,7,549,0,1,malignant,malignant
5,7,7,534,1,0,benign,benign
5,7,7,450,1,0,benign,benign
5,7,7,152,0,1,malignant,malignant
5,7,7,217,1,0,benign,benign
5,7,7,379,0.6,0.4,benign,benign
5,7,7,581,0,1,malignant,malignant
5,7,7,499,1,0,benign,benign
5,7,7,69,1,0,benign,benign
5,7,7,569,0,1,malignant,malignant
5,7,7,462,1,0,benign,benign
5,7,7,528,1,0,benign,benign
5,7,7,107,0.4,0.6,malignant,malignant
5,7,7,313,1,0,benign,benign
5,7,7,654,1,0,benign,benign
5,7,7,74,0,1,malignant,malignant
5,7,7,685,1,0,benign,benign
5,7,7,134,1,0,benign,benign
5,7,7,591,0,1,malignant,malignant
5,7,7,362,1,0,benign,benign
5,7,7,275,1,0,benign,benign
5,7,7,626,0.2,0.8,malignant,malignant
5,7,7,645,1,0,benign,benign
5,7,7,571,0,1,malignant,malignant
5,7,7,372,1,0,benign,benign
5,7,7,472,1,0,benign,benign
5,7,7,260,0,1,malignant,malignant
5,7,7,609,1,0,benign,benign
5,7,7,118,1,0,benign,benign
5,7,7,166,0.2,0.8,malignant,malignant
5,7,7,192,1,0,benign,benign
5,7,7,614,1,0,benign,benign
5,7,7,146,0.4,0.6,malignant,malignant
5,7,7,660,1,0,benign,benign
5,7,7,687,1,0,benign,benign
5,7,7,283,0.1,0.9,malignant,malignant
5,7,7,672,1,0,benign,benign
5,7,7,327,1,0,benign,benign
5,7,7,489,0.6,0.4,benign,malignant
5,7,7,673,0.9,0.1,benign,benign
5,7,7,387,0.7,0.3,benign,benign
5,7,7,316,0,1,malignant,malignant
5,7,7,418,1,0,benign,benign
5,7,7,399,1,0,benign,benign
5,7,7,100,0,1,malignant,malignant
5,7,7,644,1,0,benign,benign
5,7,7,566,1,0,benign,benign
5,7,7,253,0.1,0.9,malignant,malignant
5,7,7,527,1,0,benign,benign
5,7,7,30,1,0,benign,benign
5,7,7,214,0,1,malignant,malignant
5,7,7,419,1,0,benign,benign
5,7,7,58,0.2,0.8,malignant,malignant
5,7,7,690,1,0,benign,benign
5,7,7,575,1,0,benign,benign
5,7,7,184,0,1,malignant,malignant
5,7,7,35,1,0,benign,benign
5,7,7,694,1,0,benign,benign
5,8,0,230,0,1,malignant,malignant
5,8,0,688,1,0,benign,benign
5,8,0,33,1,0,benign,benign
5,8,0,696,0,1,malignant,malignant
5,8,0,319,0,1,malignant,benign
5,8,0,269,1,0,benign,benign
5,8,0,648,0,1,malignant,malignant
5,8,0,543,1,0,benign,benign
5,8,0,606,1,0,benign,benign
5,8,0,106,0.302564,0.697436,malignant,malignant
5,8,0,259,0.1,0.9,malignant,benign
5,8,0,429,1,0,benign,benign
5,8,0,594,0,1,malignant,malignant
5,8,0,204,1,0,benign,benign
5,8,0,674,1,0,benign,benign
5,8,0,344,0,1,malignant,malignant
5,8,0,310,0.8,0.2,benign,benign
5,8,0,397,1,0,benign,benign
5,8,0,293,0.102564,0.897436,malignant,malignant
5,8,0,150,1,0,benign,benign
5,8,0,114,1,0,benign,benign
5,8,0,263,0,1,malignant,malignant
5,8,0,180,1,0,benign,benign
5,8,0,68,0,1,malignant,malignant
5,8,0,484,1,0,benign,benign
5,8,0,354,1,0,benign,benign
5,8,0,479,0,1,malignant,malignant
5,8,0,504,1,0,benign,benign
5,8,0,420,0.7,0.3,benign,benign
5,8,0,546,0,1,malignant,malignant
5,8,0,1,0,1,malignant,benign
5,8,0,130,1,0,benign,benign
5,8,0,238,0,1,malignant,malignant
5,8,0,170,1,0,benign,benign
5,8,0,474,1,0,benign,benign
5,8,0,62,0.1,0.9,malignant,malignant
5,8,0,242,1,0,benign,benign
5,8,0,156,1,0,benign,benign
5,8,0,633,0,1,malignant,malignant
5,8,0,433,0.7,0.3,benign,benign
5,8,0,665,1,0,benign,benign
5,8,0,12,0.2,0.8,malignant,malignant
5,8,0,652,1,0,benign,benign
5,8,0,638,1,0,benign,benign
5,8,0,449,0,1,malignant,malignant
5,8,0,635,0.9,0.1,benign,benign
5,8,0,108,0.8,0.2,benign,benign
5,8,0,514,0,1,malignant,malignant
5,8,0,37,0.9,0.1,benign,benign
5,8,0,683,1,0,benign,benign
5,8,0,487,0,1,malignant,malignant
5,8,0,564,1,0,benign,benign
5,8,0,530,0,1,malignant,malignant
5,8,0,138,1,0,benign,benign
5,8,0,303,1,0,benign,benign
5,8,0,255,0,1,malignant,malignant
5,8,0,577,1,0,benign,benign
5,8,0,431,0.4,0.6,malignant,benign
5,8,0,339,0.102564,0.897436,malignant,malignant
5,8,0,531,1,0,benign,benign
5,8,0,377,1,0,benign,benign
5,8,0,122,0,1,malignant,malignant
5,8,0,686,1,0,benign,benign
5,8,0,547,1,0,benign,benign
5,8,0,273,0.4,0.6,malignant,malignant
5,8,0,165,1,0,benign,benign
5,8,0,298,0.4,0.6,malignant,benign
5,8,0,522,0.1,0.9,malignant,malignant
5,8,0,675,0.9,0.1,benign,benign
5,8,0,469,1,0,benign,benign
5,8,1,230,0,1,malignant,malignant
5,8,1,688,1,0,benign,benign
5,8,1,33,1,0,benign,benign
5,8,1,696,0,1,malignant,malignant
5,8,1,319,0,1,malignant,benign
5,8,1,269,1,0,benign,benign
5,8,1,648,0,1,malignant,malignant
5,8,1,543,1,0,benign,benign
5,8,1,606,1,0,benign,benign
5,8,1,106,0,1,malignant,malignant
5,8,1,259,0.1,0.9,malignant,benign
5,8,1,429,1,0,benign,benign
5,8,1,594,0,1,malignant,malignant
5,8,1,204,1,0,benign,benign
5,8,1,674,1,0,benign,benign
5,8,1,344,0,1,malignant,malignant
5,8,1,310,0.8,0.2,benign,benign
5,8,1,397,1,0,benign,benign
5,8,1,293,0,1,malignant,malignant
5,8,1,150,1,0,benign,benign
5,8,1,114,0.9,0.1,benign,benign
5,8,1,263,0,1,malignant,malignant
5,8,1,180,1,0,benign,benign
5,8,1,68,0.1,0.9,malignant,malignant
5,8,1,484,1,0,benign,benign
5,8,1,354,1,0,benign,benign
5,8,1,479,0,1,malignant,malignant
5,8,1,504,1,0,benign,benign
5,8,1,420,0.9,0.1,benign,benign
5,8,1,546,0,1,malignant,malignant
5,8,1,1,0,1,malignant,benign
5,8,1,130,1,0,benign,benign
5,8,1,238,0,1,malignant,malignant
5,8,1,170,1,0,benign,benign
5,8,1,474,1,0,benign,benign
5,8,1,62,0,1,malignant,malignant
5,8,1,242,1,0,benign,benign
5,8,1,156,1,0,benign,benign
5,8,1,633,0,1,malignant,malignant
5,8,1,433,1,0,benign,benign
5,8,1,665,1,0,benign,benign
5,8,1,12,0.6,0.4,benign,malignant
5,8,1,652,1,0,benign,benign
5,8,1,638,1,0,benign,benign
5,8,1,449,0,1,malignant,malignant
5,8,1,635,0.9,0.1,benign,benign
5,8,1,108,1,0,benign,benign
5,8,1,514,0,1,malignant,malignant
5,8,1,37,0.8,0.2,benign,benign
5,8,1,683,1,0,benign,benign
5,8,1,487,0,1,malignant,malignant
5,8,1,564,1,0,benign,benign
5,8,1,530,0,1,malignant,malignant
5,8,1,138,1,0,benign,benign
5,8,1,303,1,0,benign,benign
5,8,1,255,0.1,0.9,malignant,malignant
5,8,1,577,1,0,benign,benign
5,8,1,431,0.8,0.2,benign,benign
5,8,1,339,0,1,malignant,malignant
5,8,1,531,1,0,benign,benign
5,8,1,377,1,0,benign,benign
5,8,1,122,0,1,malignant,malignant
5,8,1,686,1,0,benign,benign
5,8,1,547,1,0,benign,benign
5,8,1,273,0.4,0.6,malignant,malignant
5,8,1,165,1,0,benign,benign
5,8,1,298,0.7,0.3,benign,benign
5,8,1,522,0,1,malignant,malignant
5,8,1,675,0.9,0.1,benign,benign
5,8,1,469,1,0,benign,benign
5,8,2,230,0,1,malignant,malignant
5,8,2,688,1,0,benign,benign
5,8,2,33,1,0,benign,benign
5,8,2,696,0.1,0.9,malignant,malignant
5,8,2,319,0.2,0.8,malignant,benign
5,8,2,269,1,0,benign,benign
5,8,2,648,0,1,malignant,malignant
5,8,2,543,1,0,benign,benign
5,8,2,606,1,0,benign,benign
5,8,2,106,0.1,0.9,malignant,malignant
5,8,2,259,0,1,malignant,benign
5,8,2,429,1,0,benign,benign
5,8,2,594,0.2,0.8,malignant,malignant
5,8,2,204,1,0,benign,benign
5,8,2,674,1,0,benign,benign
5,8,2,344,0.125,0.875,malignant,malignant
5,8,2,310,1,0,benign,benign
5,8,2,397,1,0,benign,benign
5,8,2,293,0.3,0.7,malignant,malignant
5,8,2,150,1,0,benign,benign
5,8,2,114,0.9,0.1,benign,benign
5,8,2,263,0,1,malignant,malignant
5,8,2,180,1,0,benign,benign
5,8,2,68,0,1,malignant,malignant
5,8,2,484,1,0,benign,benign
5,8,2,354,1,0,benign,benign
5,8,2,479,0,1,malignant,malignant
5,8,2,504,1,0,benign,benign
5,8,2,420,0.9,0.1,benign,benign
5,8,2,546,0,1,malignant,malignant
5,8,2,1,0.025,0.975,malignant,benign
5,8,2,130,1,0,benign,benign
5,8,2,238,0,1,malignant,malignant
5,8,2,170,1,0,benign,benign
5,8,2,474,1,0,benign,benign
5,8,2,62,0.1,0.9,malignant,malignant
5,8,2,242,1,0,benign,benign
5,8,2,156,1,0,benign,benign
5,8,2,633,0.1,0.9,malignant,malignant
5,8,2,433,1,0,benign,benign
5,8,2,665,1,0,benign,benign
5,8,2,12,0.7,0.3,benign,malignant
5,8,2,652,1,0,benign,benign
5,8,2,638,1,0,benign,benign
5,8,2,449,0,1,malignant,malignant
5,8,2,635,1,0,benign,benign
5,8,2,108,1,0,benign,benign
5,8,2,514,0,1,malignant,malignant
5,8,2,37,1,0,benign,benign
5,8,2,683,1,0,benign,benign
5,8,2,487,0,1,malignant,malignant
5,8,2,564,1,0,benign,benign
5,8,2,530,0,1,malignant,malignant
5,8,2,138,1,0,benign,benign
5,8,2,303,1,0,benign,benign
5,8,2,255,0,1,malignant,malignant
5,8,2,577,1,0,benign,benign
5,8,2,431,0.8,0.2,benign,benign
5,8,2,339,0.1,0.9,malignant,malignant
5,8,2,531,1,0,benign,benign
5,8,2,377,1,0,benign,benign
5,8,2,122,0,1,malignant,malignant
5,8,2,686,1,0,benign,benign
5,8,2,547,1,0,benign,benign
5,8,2,273,0.4,0.6,malignant,malignant
5,8,2,165,1,0,benign,benign
5,8,2,298,0.8,0.2,benign,benign
5,8,2,522,0,1,malignant,malignant
5,8,2,675,1,0,benign,benign
5,8,2,469,1,0,benign,benign
5,8,3,230,0,1,malignant,malignant
5,8,3,688,1,0,benign,benign
5,8,3,33,1,0,benign,benign
5,8,3,696,0,1,malignant,malignant
5,8,3,319,0.3,0.7,malignant,benign
5,8,3,269,1,0,benign,benign
5,8,3,648,0.1,0.9,malignant,malignant
5,8,3,543,1,0,benign,benign
5,8,3,606,1,0,benign,benign
5,8,3,106,0,1,malignant,malignant
5,8,3,259,0.3,0.7,malignant,benign
5,8,3,429,1,0,benign,benign
5,8,3,594,0.1,0.9,malignant,malignant
5,8,3,204,1,0,benign,benign
5,8,3,674,1,0,benign,benign
5,8,3,344,0,1,malignant,malignant
5,8,3,310,1,0,benign,benign
5,8,3,397,1,0,benign,benign
5,8,3,293,0,1,malignant,malignant
5,8,3,150,1,0,benign,benign
5,8,3,114,1,0,benign,benign
5,8,3,263,0,1,malignant,malignant
5,8,3,180,1,0,benign,benign
5,8,3,68,0,1,malignant,malignant
5,8,3,484,1,0,benign,benign
5,8,3,354,1,0,benign,benign
5,8,3,479,0.1,0.9,malignant,malignant
5,8,3,504,1,0,benign,benign
5,8,3,420,1,0,benign,benign
5,8,3,546,0,1,malignant,malignant
5,8,3,1,0,1,malignant,benign
5,8,3,130,1,0,benign,benign
5,8,3,238,0,1,malignant,malignant
5,8,3,170,1,0,benign,benign
5,8,3,474,1,0,benign,benign
5,8,3,62,0.1,0.9,malignant,malignant
5,8,3,242,1,0,benign,benign
5,8,3,156,1,0,benign,benign
5,8,3,633,0,1,malignant,malignant
5,8,3,433,1,0,benign,benign
5,8,3,665,1,0,benign,benign
5,8,3,12,0.2,0.8,malignant,malignant
5,8,3,652,1,0,benign,benign
5,8,3,638,1,0,benign,benign
5,8,3,449,0,1,malignant,malignant
5,8,3,635,1,0,benign,benign
5,8,3,108,1,0,benign,benign
5,8,3,514,0,1,malignant,malignant
5,8,3,37,0.9,0.1,benign,benign
5,8,3,683,1,0,benign,benign
5,8,3,487,0,1,malignant,malignant
5,8,3,564,1,0,benign,benign
5,8,3,530,0,1,malignant,malignant
5,8,3,138,1,0,benign,benign
5,8,3,303,1,0,benign,benign
5,8,3,255,0,1,malignant,malignant
5,8,3,577,1,0,benign,benign
5,8,3,431,1,0,benign,benign
5,8,3,339,0,1,malignant,malignant
5,8,3,531,1,0,benign,benign
5,8,3,377,1,0,benign,benign
5,8,3,122,0,1,malignant,malignant
5,8,3,686,1,0,benign,benign
5,8,3,547,1,0,benign,benign
5,8,3,273,0.9,0.1,benign,malignant
5,8,3,165,1,0,benign,benign
5,8,3,298,0.9,0.1,benign,benign
5,8,3,522,0,1,malignant,malignant
5,8,3,675,1,0,benign,benign
5,8,3,469,1,0,benign,benign
5,8,4,230,0,1,malignant,malignant
5,8,4,688,1,0,benign,benign
5,8,4,33,1,0,benign,benign
5,8,4,696,0,1,malignant,malignant
5,8,4,319,0.3,0.7,malignant,benign
5,8,4,269,1,0,benign,benign
5,8,4,648,0,1,malignant,malignant
5,8,4,543,1,0,benign,benign
5,8,4,606,1,0,benign,benign
5,8,4,106,0,1,malignant,malignant
5,8,4,259,0.2,0.8,malignant,benign
5,8,4,429,1,0,benign,benign
5,8,4,594,0,1,malignant,malignant
5,8,4,204,1,0,benign,benign
5,8,4,674,1,0,benign,benign
5,8,4,344,0,1,malignant,malignant
5,8,4,310,1,0,benign,benign
5,8,4,397,1,0,benign,benign
5,8,4,293,0,1,malignant,malignant
5,8,4,150,1,0,benign,benign
5,8,4,114,0.9,0.1,benign,benign
5,8,4,263,0.14,0.86,malignant,malignant
5,8,4,180,1,0,benign,benign
5,8,4,68,0,1,malignant,malignant
5,8,4,484,1,0,benign,benign
5,8,4,354,1,0,benign,benign
5,8,4,479,0,1,malignant,malignant
5,8,4,504,1,0,benign,benign
5,8,4,420,0.9,0.1,benign,benign
5,8,4,546,0.041463,0.958537,malignant,malignant
5,8,4,1,0.04,0.96,malignant,benign
5,8,4,130,0.9,0.1,benign,benign
5,8,4,238,0,1,malignant,malignant
5,8,4,170,1,0,benign,benign
5,8,4,474,1,0,benign,benign
5,8,4,62,0.1,0.9,malignant,malignant
5,8,4,242,1,0,benign,benign
5,8,4,156,1,0,benign,benign
5,8,4,633,0,1,malignant,malignant
5,8,4,433,1,0,benign,benign
5,8,4,665,1,0,benign,benign
5,8,4,12,0.6,0.4,benign,malignant
5,8,4,652,1,0,benign,benign
5,8,4,638,1,0,benign,benign
5,8,4,449,0,1,malignant,malignant
5,8,4,635,1,0,benign,benign
5,8,4,108,0.9,0.1,benign,benign
5,8,4,514,0.1,0.9,malignant,malignant
5,8,4,37,0.9,0.1,benign,benign
5,8,4,683,1,0,benign,benign
5,8,4,487,0,1,malignant,malignant
5,8,4,564,1,0,benign,benign
5,8,4,530,0,1,malignant,malignant
5,8,4,138,1,0,benign,benign
5,8,4,303,1,0,benign,benign
5,8,4,255,0.2,0.8,malignant,malignant
5,8,4,577,1,0,benign,benign
5,8,4,431,1,0,benign,benign
5,8,4,339,0,1,malignant,malignant
5,8,4,531,1,0,benign,benign
5,8,4,377,1,0,benign,benign
5,8,4,122,0,1,malignant,malignant
5,8,4,686,1,0,benign,benign
5,8,4,547,1,0,benign,benign
5,8,4,273,0.5,0.5,benign,malignant
5,8,4,165,1,0,benign,benign
5,8,4,298,0.7,0.3,benign,benign
5,8,4,522,0,1,malignant,malignant
5,8,4,675,1,0,benign,benign
5,8,4,469,1,0,benign,benign
5,8,5,230,0,1,malignant,malignant
5,8,5,688,1,0,benign,benign
5,8,5,33,1,0,benign,benign
5,8,5,696,0.1,0.9,malignant,malignant
5,8,5,319,0,1,malignant,benign
5,8,5,269,1,0,benign,benign
5,8,5,648,0.2,0.8,malignant,malignant
5,8,5,543,1,0,benign,benign
5,8,5,606,1,0,benign,benign
5,8,5,106,0,1,malignant,malignant
5,8,5,259,0.3,0.7,malignant,benign
5,8,5,429,1,0,benign,benign
5,8,5,594,0,1,malignant,malignant
5,8,5,204,1,0,benign,benign
5,8,5,674,1,0,benign,benign
5,8,5,344,0,1,malignant,malignant
5,8,5,310,1,0,benign,benign
5,8,5,397,1,0,benign,benign
5,8,5,293,0.3,0.7,malignant,malignant
5,8,5,150,1,0,benign,benign
5,8,5,114,0.9,0.1,benign,benign
5,8,5,263,0,1,malignant,malignant
5,8,5,180,1,0,benign,benign
5,8,5,68,0,1,malignant,malignant
5,8,5,484,1,0,benign,benign
5,8,5,354,1,0,benign,benign
5,8,5,479,0,1,malignant,malignant
5,8,5,504,1,0,benign,benign
5,8,5,420,0.9,0.1,benign,benign
5,8,5,546,0,1,malignant,malignant
5,8,5,1,0.2,0.8,malignant,benign
5,8,5,130,1,0,benign,benign
5,8,5,238,0.1,0.9,malignant,malignant
5,8,5,170,1,0,benign,benign
5,8,5,474,1,0,benign,benign
5,8,5,62,0.1,0.9,malignant,malignant
5,8,5,242,1,0,benign,benign
5,8,5,156,1,0,benign,benign
5,8,5,633,0,1,malignant,malignant
5,8,5,433,1,0,benign,benign
5,8,5,665,1,0,benign,benign
5,8,5,12,0.6,0.4,benign,malignant
5,8,5,652,1,0,benign,benign
5,8,5,638,1,0,benign,benign
5,8,5,449,0.1,0.9,malignant,malignant
5,8,5,635,1,0,benign,benign
5,8,5,108,1,0,benign,benign
5,8,5,514,0.3,0.7,malignant,malignant
5,8,5,37,1,0,benign,benign
5,8,5,683,1,0,benign,benign
5,8,5,487,0,1,malignant,malignant
5,8,5,564,1,0,benign,benign
5,8,5,530,0.1,0.9,malignant,malignant
5,8,5,138,1,0,benign,benign
5,8,5,303,1,0,benign,benign
5,8,5,255,0.2,0.8,malignant,malignant
5,8,5,577,1,0,benign,benign
5,8,5,431,1,0,benign,benign
5,8,5,339,0,1,malignant,malignant
5,8,5,531,1,0,benign,benign
5,8,5,377,1,0,benign,benign
5,8,5,122,0,1,malignant,malignant
5,8,5,686,1,0,benign,benign
5,8,5,547,1,0,benign,benign
5,8,5,273,0.1,0.9,malignant,malignant
5,8,5,165,1,0,benign,benign
5,8,5,298,0.8,0.2,benign,benign
5,8,5,522,0,1,malignant,malignant
5,8,5,675,1,0,benign,benign
5,8,5,469,1,0,benign,benign
5,8,6,230,0,1,malignant,malignant
5,8,6,688,1,0,benign,benign
5,8,6,33,1,0,benign,benign
5,8,6,696,0,1,malignant,malignant
5,8,6,319,0,1,malignant,benign
5,8,6,269,1,0,benign,benign
5,8,6,648,0,1,malignant,malignant
5,8,6,543,1,0,benign,benign
5,8,6,606,1,0,benign,benign
5,8,6,106,0,1,malignant,malignant
5,8,6,259,0,1,malignant,benign
5,8,6,429,1,0,benign,benign
5,8,6,594,0.1,0.9,malignant,malignant
5,8,6,204,1,0,benign,benign
5,8,6,674,1,0,benign,benign
5,8,6,344,0,1,malignant,malignant
5,8,6,310,1,0,benign,benign
5,8,6,397,1,0,benign,benign
5,8,6,293,0,1,malignant,malignant
5,8,6,150,1,0,benign,benign
5,8,6,114,0.8,0.2,benign,benign
5,8,6,263,0,1,malignant,malignant
5,8,6,180,1,0,benign,benign
5,8,6,68,0.1,0.9,malignant,malignant
5,8,6,484,1,0,benign,benign
5,8,6,354,1,0,benign,benign
5,8,6,479,0,1,malignant,malignant
5,8,6,504,1,0,benign,benign
5,8,6,420,1,0,benign,benign
5,8,6,546,0,1,malignant,malignant
5,8,6,1,0.2,0.8,malignant,benign
5,8,6,130,1,0,benign,benign
5,8,6,238,0,1,malignant,malignant
5,8,6,170,1,0,benign,benign
5,8,6,474,1,0,benign,benign
5,8,6,62,0.1,0.9,malignant,malignant
5,8,6,242,1,0,benign,benign
5,8,6,156,1,0,benign,benign
5,8,6,633,0,1,malignant,malignant
5,8,6,433,1,0,benign,benign
5,8,6,665,1,0,benign,benign
5,8,6,12,0.4,0.6,malignant,malignant
5,8,6,652,1,0,benign,benign
5,8,6,638,1,0,benign,benign
5,8,6,449,0,1,malignant,malignant
5,8,6,635,1,0,benign,benign
5,8,6,108,1,0,benign,benign
5,8,6,514,0,1,malignant,malignant
5,8,6,37,0.7,0.3,benign,benign
5,8,6,683,1,0,benign,benign
5,8,6,487,0,1,malignant,malignant
5,8,6,564,1,0,benign,benign
5,8,6,530,0.4,0.6,malignant,malignant
5,8,6,138,1,0,benign,benign
5,8,6,303,1,0,benign,benign
5,8,6,255,0.144444,0.855556,malignant,malignant
5,8,6,577,1,0,benign,benign
5,8,6,431,1,0,benign,benign
5,8,6,339,0,1,malignant,malignant
5,8,6,531,1,0,benign,benign
5,8,6,377,1,0,benign,benign
5,8,6,122,0,1,malignant,malignant
5,8,6,686,1,0,benign,benign
5,8,6,547,1,0,benign,benign
5,8,6,273,0.4,0.6,malignant,malignant
5,8,6,165,1,0,benign,benign
5,8,6,298,0.7,0.3,benign,benign
5,8,6,522,0,1,malignant,malignant
5,8,6,675,1,0,benign,benign
5,8,6,469,1,0,benign,benign
5,8,7,230,0.2,0.8,malignant,malignant
5,8,7,688,1,0,benign,benign
5,8,7,33,1,0,benign,benign
5,8,7,696,0.1,0.9,malignant,malignant
5,8,7,319,0.2,0.8,malignant,benign
5,8,7,269,1,0,benign,benign
5,8,7,648,0,1,malignant,malignant
5,8,7,543,1,0,benign,benign
5,8,7,606,1,0,benign,benign
5,8,7,106,0,1,malignant,malignant
5,8,7,259,0.3,0.7,malignant,benign
5,8,7,429,1,0,benign,benign
5,8,7,594,0,1,malignant,malignant
5,8,7,204,1,0,benign,benign
5,8,7,674,1,0,benign,benign
5,8,7,344,0,1,malignant,malignant
5,8,7,310,1,0,benign,benign
5,8,7,397,1,0,benign,benign
5,8,7,293,0.2,0.8,malignant,malignant
5,8,7,150,1,0,benign,benign
5,8,7,114,0.8,0.2,benign,benign
5,8,7,263,0.1,0.9,malignant,malignant
5,8,7,180,1,0,benign,benign
5,8,7,68,0,1,malignant,malignant
5,8,7,484,1,0,benign,benign
5,8,7,354,1,0,benign,benign
5,8,7,479,0,1,malignant,malignant
5,8,7,504,1,0,benign,benign
5,8,7,420,0.7,0.3,benign,benign
5,8,7,546,0,1,malignant,malignant
5,8,7,1,0.4,0.6,malignant,benign
5,8,7,130,1,0,benign,benign
5,8,7,238,0,1,malignant,malignant
5,8,7,170,1,0,benign,benign
5,8,7,474,1,0,benign,benign
5,8,7,62,0,1,malignant,malignant
5,8,7,242,1,0,benign,benign
5,8,7,156,1,0,benign,benign
5,8,7,633,0,1,malignant,malignant
5,8,7,433,1,0,benign,benign
5,8,7,665,1,0,benign,benign
5,8,7,12,0.5,0.5,benign,malignant
5,8,7,652,1,0,benign,benign
5,8,7,638,1,0,benign,benign
5,8,7,449,0,1,malignant,malignant
5,8,7,635,1,0,benign,benign
5,8,7,108,1,0,benign,benign
5,8,7,514,0.1,0.9,malignant,malignant
5,8,7,37,0.9,0.1,benign,benign
5,8,7,683,1,0,benign,benign
5,8,7,487,0,1,malignant,malignant
5,8,7,564,1,0,benign,benign
5,8,7,530,0.3,0.7,malignant,malignant
5,8,7,138,1,0,benign,benign
5,8,7,303,1,0,benign,benign
5,8,7,255,0,1,malignant,malignant
5,8,7,577,1,0,benign,benign
5,8,7,431,1,0,benign,benign
5,8,7,339,0.1,0.9,malignant,malignant
5,8,7,531,1,0,benign,benign
5,8,7,377,1,0,benign,benign
5,8,7,122,0,1,malignant,malignant
5,8,7,686,1,0,benign,benign
5,8,7,547,1,0,benign,benign
5,8,7,273,0.2,0.8,malignant,malignant
5,8,7,165,1,0,benign,benign
5,8,7,298,1,0,benign,benign
5,8,7,522,0.2,0.8,malignant,malignant
5,8,7,675,1,0,benign,benign
5,8,7,469,1,0,benign,benign
5,9,0,15,0.1,0.9,malignant,malignant
5,9,0,172,1,0,benign,benign
5,9,0,677,1,0,benign,benign
5,9,0,349,0,1,malignant,malignant
5,9,0,4,1,0,benign,benign
5,9,0,158,0.76875,0.23125,benign,benign
5,9,0,21,0,1,malignant,malignant
5,9,0,551,1,0,benign,benign
5,9,0,550,1,0,benign,benign
5,9,0,605,0,1,malignant,malignant
5,9,0,630,1,0,benign,benign
5,9,0,142,0,1,malignant,malignant
5,9,0,434,0,1,malignant,benign
5,9,0,459,1,0,benign,benign
5,9,0,105,0.4,0.6,malignant,malignant
5,9,0,370,0.8,0.2,benign,benign
5,9,0,597,1,0,benign,benign
5,9,0,128,0,1,malignant,malignant
5,9,0,383,1,0,benign,benign
5,9,0,402,0.9,0.1,benign,benign
5,9,0,55,0,1,malignant,malignant
5,9,0,607,1,0,benign,benign
5,9,0,415,0.3,0.7,malignant,benign
5,9,0,367,0,1,malignant,malignant
5,9,0,657,0.2,0.8,malignant,benign
5,9,0,297,0.666186,0.333814,benign,benign
5,9,0,436,0.1,0.9,malignant,malignant
5,9,0,145,0.966186,0.033814,benign,benign
5,9,0,154,1,0,benign,benign
5,9,0,159,0,1,malignant,malignant
5,9,0,637,0.5,0.5,benign,benign
5,9,0,580,1,0,benign,benign
5,9,0,53,0,1,malignant,malignant
5,9,0,309,0.702564,0.297436,benign,benign
5,9,0,486,1,0,benign,benign
5,9,0,112,0.102564,0.897436,malignant,malignant
5,9,0,110,0.6,0.4,benign,benign
5,9,0,153,1,0,benign,benign
5,9,0,457,0,1,malignant,malignant
5,9,0,296,0,1,malignant,benign
5,9,0,515,0,1,malignant,malignant
5,9,0,248,0.7,0.3,benign,benign
5,9,0,342,1,0,benign,benign
5,9,0,320,0,1,malignant,malignant
5,9,0,526,1,0,benign,benign
5,9,0,524,1,0,benign,benign
5,9,0,42,0,1,malignant,malignant
5,9,0,169,1,0,benign,benign
5,9,0,593,1,0,benign,benign
5,9,0,360,0,1,malignant,malignant
5,9,0,537,1,0,benign,benign
5,9,0,503,1,0,benign,benign
5,9,0,414,0,1,malignant,malignant
5,9,0,234,0.5,0.5,benign,benign
5,9,0,451,1,0,benign,benign
5,9,0,681,0,1,malignant,malignant
5,9,0,410,1,0,benign,benign
5,9,0,265,0.9,0.1,benign,benign
5,9,0,67,0.1,0.9,malignant,malignant
5,9,0,70,1,0,benign,benign
5,9,0,404,0.8,0.2,benign,benign
5,9,0,218,0,1,malignant,malignant
5,9,0,127,1,0,benign,benign
5,9,0,544,0.9,0.1,benign,benign
5,9,0,312,0,1,malignant,malignant
5,9,0,517,1,0,benign,benign
5,9,0,220,1,0,benign,benign
5,9,0,302,0,1,malignant,malignant
5,9,0,324,1,0,benign,benign
5,9,1,15,0.2,0.8,malignant,malignant
5,9,1,172,1,0,benign,benign
5,9,1,677,1,0,benign,benign
5,9,1,349,0,1,malignant,malignant
5,9,1,4,1,0,benign,benign
5,9,1,158,0.794796,0.205204,benign,benign
5,9,1,21,0,1,malignant,malignant
5,9,1,551,1,0,benign,benign
5,9,1,550,1,0,benign,benign
5,9,1,605,0,1,malignant,malignant
5,9,1,630,1,0,benign,benign
5,9,1,142,0,1,malignant,malignant
5,9,1,434,0,1,malignant,benign
5,9,1,459,1,0,benign,benign
5,9,1,105,0.3,0.7,malignant,malignant
5,9,1,370,0.8,0.2,benign,benign
5,9,1,597,1,0,benign,benign
5,9,1,128,0,1,malignant,malignant
5,9,1,383,1,0,benign,benign
5,9,1,402,1,0,benign,benign
5,9,1,55,0,1,malignant,malignant
5,9,1,607,1,0,benign,benign
5,9,1,415,0.5,0.5,benign,benign
5,9,1,367,0,1,malignant,malignant
5,9,1,657,0.3,0.7,malignant,benign
5,9,1,297,0.567034,0.432966,benign,benign
5,9,1,436,0.1,0.9,malignant,malignant
5,9,1,145,0.991288,0.008712,benign,benign
5,9,1,154,1,0,benign,benign
5,9,1,159,0,1,malignant,malignant
5,9,1,637,0.8,0.2,benign,benign
5,9,1,580,1,0,benign,benign
5,9,1,53,0,1,malignant,malignant
5,9,1,309,0.5,0.5,benign,benign
5,9,1,486,1,0,benign,benign
5,9,1,112,0,1,malignant,malignant
5,9,1,110,0.7,0.3,benign,benign
5,9,1,153,1,0,benign,benign
5,9,1,457,0,1,malignant,malignant
5,9,1,296,0.1,0.9,malignant,benign
5,9,1,515,0,1,malignant,malignant
5,9,1,248,1,0,benign,benign
5,9,1,342,1,0,benign,benign
5,9,1,320,0,1,malignant,malignant
5,9,1,526,1,0,benign,benign
5,9,1,524,1,0,benign,benign
5,9,1,42,0,1,malignant,malignant
5,9,1,169,1,0,benign,benign
5,9,1,593,1,0,benign,benign
5,9,1,360,0,1,malignant,malignant
5,9,1,537,1,0,benign,benign
5,9,1,503,1,0,benign,benign
5,9,1,414,0,1,malignant,malignant
5,9,1,234,0.8,0.2,benign,benign
5,9,1,451,1,0,benign,benign
5,9,1,681,0,1,malignant,malignant
5,9,1,410,1,0,benign,benign
5,9,1,265,0.9,0.1,benign,benign
5,9,1,67,0.1,0.9,malignant,malignant
5,9,1,70,1,0,benign,benign
5,9,1,404,1,0,benign,benign
5,9,1,218,0,1,malignant,malignant
5,9,1,127,1,0,benign,benign
5,9,1,544,0.9,0.1,benign,benign
5,9,1,312,0.1,0.9,malignant,malignant
5,9,1,517,1,0,benign,benign
5,9,1,220,1,0,benign,benign
5,9,1,302,0,1,malignant,malignant
5,9,1,324,1,0,benign,benign
5,9,2,15,0.14,0.86,malignant,malignant
5,9,2,172,1,0,benign,benign
5,9,2,677,1,0,benign,benign
5,9,2,349,0.2,0.8,malignant,malignant
5,9,2,4,1,0,benign,benign
5,9,2,158,0.660972,0.339028,benign,benign
5,9,2,21,0,1,malignant,malignant
5,9,2,551,1,0,benign,benign
5,9,2,550,1,0,benign,benign
5,9,2,605,0,1,malignant,malignant
5,9,2,630,1,0,benign,benign
5,9,2,142,0,1,malignant,malignant
5,9,2,434,0,1,malignant,benign
5,9,2,459,1,0,benign,benign
5,9,2,105,0.3,0.7,malignant,malignant
5,9,2,370,0.6,0.4,benign,benign
5,9,2,597,1,0,benign,benign
5,9,2,128,0,1,malignant,malignant
5,9,2,383,1,0,benign,benign
5,9,2,402,0.9,0.1,benign,benign
5,9,2,55,0,1,malignant,malignant
5,9,2,607,1,0,benign,benign
5,9,2,415,0.5,0.5,benign,benign
5,9,2,367,0,1,malignant,malignant
5,9,2,657,0,1,malignant,benign
5,9,2,297,0.571654,0.428346,benign,benign
5,9,2,436,0.14,0.86,malignant,malignant
5,9,2,145,0.989319,0.010681,benign,benign
5,9,2,154,1,0,benign,benign
5,9,2,159,0,1,malignant,malignant
5,9,2,637,0.8,0.2,benign,benign
5,9,2,580,1,0,benign,benign
5,9,2,53,0.125,0.875,malignant,malignant
5,9,2,309,0.9,0.1,benign,benign
5,9,2,486,1,0,benign,benign
5,9,2,112,0.4,0.6,malignant,malignant
5,9,2,110,1,0,benign,benign
5,9,2,153,1,0,benign,benign
5,9,2,457,0.1,0.9,malignant,malignant
5,9,2,296,0,1,malignant,benign
5,9,2,515,0.1,0.9,malignant,malignant
5,9,2,248,1,0,benign,benign
5,9,2,342,1,0,benign,benign
5,9,2,320,0,1,malignant,malignant
5,9,2,526,1,0,benign,benign
5,9,2,524,1,0,benign,benign
5,9,2,42,0,1,malignant,malignant
5,9,2,169,1,0,benign,benign
5,9,2,593,1,0,benign,benign
5,9,2,360,0.1,0.9,malignant,malignant
5,9,2,537,1,0,benign,benign
5,9,2,503,1,0,benign,benign
5,9,2,414,0,1,malignant,malignant
5,9,2,234,0.6,0.4,benign,benign
5,9,2,451,1,0,benign,benign
5,9,2,681,0,1,malignant,malignant
5,9,2,410,1,0,benign,benign
5,9,2,265,1,0,benign,benign
5,9,2,67,0.025,0.975,malignant,malignant
5,9,2,70,1,0,benign,benign
5,9,2,404,1,0,benign,benign
5,9,2,218,0,1,malignant,malignant
5,9,2,127,1,0,benign,benign
5,9,2,544,0.9,0.1,benign,benign
5,9,2,312,0.1,0.9,malignant,malignant
5,9,2,517,1,0,benign,benign
5,9,2,220,1,0,benign,benign
5,9,2,302,0.1,0.9,malignant,malignant
5,9,2,324,1,0,benign,benign
5,9,3,15,0.1,0.9,malignant,malignant
5,9,3,172,1,0,benign,benign
5,9,3,677,1,0,benign,benign
5,9,3,349,0.5,0.5,benign,malignant
5,9,3,4,1,0,benign,benign
5,9,3,158,0.940278,0.059722,benign,benign
5,9,3,21,0,1,malignant,malignant
5,9,3,551,1,0,benign,benign
5,9,3,550,1,0,benign,benign
5,9,3,605,0,1,malignant,malignant
5,9,3,630,1,0,benign,benign
5,9,3,142,0,1,malignant,malignant
5,9,3,434,0,1,malignant,benign
5,9,3,459,1,0,benign,benign
5,9,3,105,0.2,0.8,malignant,malignant
5,9,3,370,0.7,0.3,benign,benign
5,9,3,597,1,0,benign,benign
5,9,3,128,0,1,malignant,malignant
5,9,3,383,1,0,benign,benign
5,9,3,402,0.8,0.2,benign,benign
5,9,3,55,0,1,malignant,malignant
5,9,3,607,1,0,benign,benign
5,9,3,415,0.63299,0.36701,benign,benign
5,9,3,367,0,1,malignant,malignant
5,9,3,657,0.2,0.8,malignant,benign
5,9,3,297,0.764154,0.235846,benign,benign
5,9,3,436,0.3,0.7,malignant,malignant
5,9,3,145,0.996262,0.003738,benign,benign
5,9,3,154,1,0,benign,benign
5,9,3,159,0,1,malignant,malignant
5,9,3,637,0.8,0.2,benign,benign
5,9,3,580,1,0,benign,benign
5,9,3,53,0.1,0.9,malignant,malignant
5,9,3,309,1,0,benign,benign
5,9,3,486,1,0,benign,benign
5,9,3,112,0,1,malignant,malignant
5,9,3,110,0.9,0.1,benign,benign
5,9,3,153,1,0,benign,benign
5,9,3,457,0.1,0.9,malignant,malignant
5,9,3,296,0,1,malignant,benign
5,9,3,515,0.2,0.8,malignant,malignant
5,9,3,248,0.9,0.1,benign,benign
5,9,3,342,1,0,benign,benign
5,9,3,320,0,1,malignant,malignant
5,9,3,526,1,0,benign,benign
5,9,3,524,1,0,benign,benign
5,9,3,42,0.2,0.8,malignant,malignant
5,9,3,169,1,0,benign,benign
5,9,3,593,1,0,benign,benign
5,9,3,360,0,1,malignant,malignant
5,9,3,537,1,0,benign,benign
5,9,3,503,1,0,benign,benign
5,9,3,414,0.1,0.9,malignant,malignant
5,9,3,234,0.7,0.3,benign,benign
5,9,3,451,1,0,benign,benign
5,9,3,681,0,1,malignant,malignant
5,9,3,410,1,0,benign,benign
5,9,3,265,1,0,benign,benign
5,9,3,67,0.2,0.8,malignant,malignant
5,9,3,70,1,0,benign,benign
5,9,3,404,1,0,benign,benign
5,9,3,218,0,1,malignant,malignant
5,9,3,127,1,0,benign,benign
5,9,3,544,1,0,benign,benign
5,9,3,312,0.2,0.8,malignant,malignant
5,9,3,517,1,0,benign,benign
5,9,3,220,1,0,benign,benign
5,9,3,302,0,1,malignant,malignant
5,9,3,324,1,0,benign,benign
5,9,4,15,0.322581,0.677419,malignant,malignant
5,9,4,172,1,0,benign,benign
5,9,4,677,1,0,benign,benign
5,9,4,349,0.2,0.8,malignant,malignant
5,9,4,4,0.9,0.1,benign,benign
5,9,4,158,0.998658,0.001342,benign,benign
5,9,4,21,0.04,0.96,malignant,malignant
5,9,4,551,1,0,benign,benign
5,9,4,550,1,0,benign,benign
5,9,4,605,0,1,malignant,malignant
5,9,4,630,0.9,0.1,benign,benign
5,9,4,142,0,1,malignant,malignant
5,9,4,434,0,1,malignant,benign
5,9,4,459,0.9,0.1,benign,benign
5,9,4,105,0.3,0.7,malignant,malignant
5,9,4,370,0.9,0.1,benign,benign
5,9,4,597,0.9,0.1,benign,benign
5,9,4,128,0,1,malignant,malignant
5,9,4,383,1,0,benign,benign
5,9,4,402,0.9,0.1,benign,benign
5,9,4,55,0,1,malignant,malignant
5,9,4,607,1,0,benign,benign
5,9,4,415,0.5,0.5,benign,benign
5,9,4,367,0,1,malignant,malignant
5,9,4,657,0.5,0.5,benign,benign
5,9,4,297,0.646851,0.353149,benign,benign
5,9,4,436,0.1,0.9,malignant,malignant
5,9,4,145,0.978658,0.021342,benign,benign
5,9,4,154,1,0,benign,benign
5,9,4,159,0,1,malignant,malignant
5,9,4,637,0.9,0.1,benign,benign
5,9,4,580,1,0,benign,benign
5,9,4,53,0,1,malignant,malignant
5,9,4,309,0.9,0.1,benign,benign
5,9,4,486,1,0,benign,benign
5,9,4,112,0.3,0.7,malignant,malignant
5,9,4,110,0.8,0.2,benign,benign
5,9,4,153,1,0,benign,benign
5,9,4,457,0,1,malignant,malignant
5,9,4,296,0.1,0.9,malignant,benign
5,9,4,515,0,1,malignant,malignant
5,9,4,248,0.9,0.1,benign,benign
5,9,4,342,1,0,benign,benign
5,9,4,320,0,1,malignant,malignant
5,9,4,526,1,0,benign,benign
5,9,4,524,1,0,benign,benign
5,9,4,42,0,1,malignant,malignant
5,9,4,169,1,0,benign,benign
5,9,4,593,1,0,benign,benign
5,9,4,360,0,1,malignant,malignant
5,9,4,537,1,0,benign,benign
5,9,4,503,1,0,benign,benign
5,9,4,414,0,1,malignant,malignant
5,9,4,234,0.8,0.2,benign,benign
5,9,4,451,1,0,benign,benign
5,9,4,681,0,1,malignant,malignant
5,9,4,410,1,0,benign,benign
5,9,4,265,0.9,0.1,benign,benign
5,9,4,67,0.34,0.66,malignant,malignant
5,9,4,70,0.9,0.1,benign,benign
5,9,4,404,1,0,benign,benign
5,9,4,218,0,1,malignant,malignant
5,9,4,127,1,0,benign,benign
5,9,4,544,1,0,benign,benign
5,9,4,312,0.3,0.7,malignant,malignant
5,9,4,517,1,0,benign,benign
5,9,4,220,1,0,benign,benign
5,9,4,302,0,1,malignant,malignant
5,9,4,324,1,0,benign,benign
5,9,5,15,0.327381,0.672619,malignant,malignant
5,9,5,172,1,0,benign,benign
5,9,5,677,1,0,benign,benign
5,9,5,349,0.2,0.8,malignant,malignant
5,9,5,4,1,0,benign,benign
5,9,5,158,0.999524,0.000476,benign,benign
5,9,5,21,0,1,malignant,malignant
5,9,5,551,1,0,benign,benign
5,9,5,550,1,0,benign,benign
5,9,5,605,0,1,malignant,malignant
5,9,5,630,1,0,benign,benign
5,9,5,142,0,1,malignant,malignant
5,9,5,434,0,1,malignant,benign
5,9,5,459,1,0,benign,benign
5,9,5,105,0.1,0.9,malignant,malignant
5,9,5,370,1,0,benign,benign
5,9,5,597,1,0,benign,benign
5,9,5,128,0.1,0.9,malignant,malignant
5,9,5,383,1,0,benign,benign
5,9,5,402,1,0,benign,benign
5,9,5,55,0,1,malignant,malignant
5,9,5,607,1,0,benign,benign
5,9,5,415,0.7,0.3,benign,benign
5,9,5,367,0,1,malignant,malignant
5,9,5,657,0.414213,0.585787,malignant,benign
5,9,5,297,0.693314,0.306686,benign,benign
5,9,5,436,0.1,0.9,malignant,malignant
5,9,5,145,0.924609,0.075391,benign,benign
5,9,5,154,1,0,benign,benign
5,9,5,159,0,1,malignant,malignant
5,9,5,637,0.8,0.2,benign,benign
5,9,5,580,1,0,benign,benign
5,9,5,53,0.1,0.9,malignant,malignant
5,9,5,309,0.9,0.1,benign,benign
5,9,5,486,1,0,benign,benign
5,9,5,112,0.2,0.8,malignant,malignant
5,9,5,110,1,0,benign,benign
5,9,5,153,1,0,benign,benign
5,9,5,457,0,1,malignant,malignant
5,9,5,296,0.1,0.9,malignant,benign
5,9,5,515,0.1,0.9,malignant,malignant
5,9,5,248,1,0,benign,benign
5,9,5,342,1,0,benign,benign
5,9,5,320,0,1,malignant,malignant
5,9,5,526,1,0,benign,benign
5,9,5,524,1,0,benign,benign
5,9,5,42,0,1,malignant,malignant
5,9,5,169,1,0,benign,benign
5,9,5,593,1,0,benign,benign
5,9,5,360,0,1,malignant,malignant
5,9,5,537,1,0,benign,benign
5,9,5,503,1,0,benign,benign
5,9,5,414,0,1,malignant,malignant
5,9,5,234,0.8,0.2,benign,benign
5,9,5,451,1,0,benign,benign
5,9,5,681,0,1,malignant,malignant
5,9,5,410,1,0,benign,benign
5,9,5,265,1,0,benign,benign
5,9,5,67,0.3,0.7,malignant,malignant
5,9,5,70,1,0,benign,benign
5,9,5,404,1,0,benign,benign
5,9,5,218,0.1,0.9,malignant,malignant
5,9,5,127,1,0,benign,benign
5,9,5,544,1,0,benign,benign
5,9,5,312,0.327381,0.672619,malignant,malignant
5,9,5,517,1,0,benign,benign
5,9,5,220,1,0,benign,benign
5,9,5,302,0,1,malignant,malignant
5,9,5,324,1,0,benign,benign
5,9,6,15,0.3,0.7,malignant,malignant
5,9,6,172,1,0,benign,benign
5,9,6,677,1,0,benign,benign
5,9,6,349,0.4,0.6,malignant,malignant
5,9,6,4,1,0,benign,benign
5,9,6,158,0.907843,0.092157,benign,benign
5,9,6,21,0,1,malignant,malignant
5,9,6,551,1,0,benign,benign
5,9,6,550,1,0,benign,benign
5,9,6,605,0,1,malignant,malignant
5,9,6,630,1,0,benign,benign
5,9,6,142,0,1,malignant,malignant
5,9,6,434,0.1,0.9,malignant,benign
5,9,6,459,1,0,benign,benign
5,9,6,105,0.3,0.7,malignant,malignant
5,9,6,370,1,0,benign,benign
5,9,6,597,0.9,0.1,benign,benign
5,9,6,128,0.1,0.9,malignant,malignant
5,9,6,383,1,0,benign,benign
5,9,6,402,1,0,benign,benign
5,9,6,55,0.1,0.9,malignant,malignant
5,9,6,607,1,0,benign,benign
5,9,6,415,0.8,0.2,benign,benign
5,9,6,367,0,1,malignant,malignant
5,9,6,657,0.6,0.4,benign,benign
5,9,6,297,0.260801,0.739199,malignant,benign
5,9,6,436,0.1,0.9,malignant,malignant
5,9,6,145,0.828729,0.171271,benign,benign
5,9,6,154,1,0,benign,benign
5,9,6,159,0,1,malignant,malignant
5,9,6,637,0.9,0.1,benign,benign
5,9,6,580,1,0,benign,benign
5,9,6,53,0,1,malignant,malignant
5,9,6,309,0.9,0.1,benign,benign
5,9,6,486,1,0,benign,benign
5,9,6,112,0,1,malignant,malignant
5,9,6,110,0.9,0.1,benign,benign
5,9,6,153,1,0,benign,benign
5,9,6,457,0,1,malignant,malignant
5,9,6,296,0.3,0.7,malignant,benign
5,9,6,515,0.1,0.9,malignant,malignant
5,9,6,248,0.9,0.1,benign,benign
5,9,6,342,1,0,benign,benign
5,9,6,320,0,1,malignant,malignant
5,9,6,526,1,0,benign,benign
5,9,6,524,1,0,benign,benign
5,9,6,42,0,1,malignant,malignant
5,9,6,169,1,0,benign,benign
5,9,6,593,1,0,benign,benign
5,9,6,360,0,1,malignant,malignant
5,9,6,537,1,0,benign,benign
5,9,6,503,1,0,benign,benign
5,9,6,414,0,1,malignant,malignant
5,9,6,234,1,0,benign,benign
5,9,6,451,1,0,benign,benign
5,9,6,681,0,1,malignant,malignant
5,9,6,410,1,0,benign,benign
5,9,6,265,0.9,0.1,benign,benign
5,9,6,67,0.2,0.8,malignant,malignant
5,9,6,70,1,0,benign,benign
5,9,6,404,1,0,benign,benign
5,9,6,218,0.004019,0.995981,malignant,malignant
5,9,6,127,1,0,benign,benign
5,9,6,544,1,0,benign,benign
5,9,6,312,0,1,malignant,malignant
5,9,6,517,1,0,benign,benign
5,9,6,220,1,0,benign,benign
5,9,6,302,0,1,malignant,malignant
5,9,6,324,1,0,benign,benign
5,9,7,15,0.4,0.6,malignant,malignant
5,9,7,172,1,0,benign,benign
5,9,7,677,1,0,benign,benign
5,9,7,349,0.4,0.6,malignant,malignant
5,9,7,4,1,0,benign,benign
5,9,7,158,1,0,benign,benign
5,9,7,21,0,1,malignant,malignant
5,9,7,551,1,0,benign,benign
5,9,7,550,1,0,benign,benign
5,9,7,605,0,1,malignant,malignant
5,9,7,630,0.8,0.2,benign,benign
5,9,7,142,0,1,malignant,malignant
5,9,7,434,0.1,0.9,malignant,benign
5,9,7,459,1,0,benign,benign
5,9,7,105,0.3,0.7,malignant,malignant
5,9,7,370,1,0,benign,benign
5,9,7,597,1,0,benign,benign
5,9,7,128,0.1,0.9,malignant,malignant
5,9,7,383,1,0,benign,benign
5,9,7,402,1,0,benign,benign
5,9,7,55,0,1,malignant,malignant
5,9,7,607,1,0,benign,benign
5,9,7,415,0.6,0.4,benign,benign
5,9,7,367,0,1,malignant,malignant
5,9,7,657,0.4,0.6,malignant,benign
5,9,7,297,0.62357,0.37643,benign,benign
5,9,7,436,0.089583,0.910417,malignant,malignant
5,9,7,145,0.998624,0.001376,benign,benign
5,9,7,154,1,0,benign,benign
5,9,7,159,0,1,malignant,malignant
5,9,7,637,1,0,benign,benign
5,9,7,580,1,0,benign,benign
5,9,7,53,0,1,malignant,malignant
5,9,7,309,0.9,0.1,benign,benign
5,9,7,486,1,0,benign,benign
5,9,7,112,0,1,malignant,malignant
5,9,7,110,0.9,0.1,benign,benign
5,9,7,153,0.910875,0.089125,benign,benign
5,9,7,457,0,1,malignant,malignant
5,9,7,296,0.3,0.7,malignant,benign
5,9,7,515,0.1,0.9,malignant,malignant
5,9,7,248,0.85,0.15,benign,benign
5,9,7,342,1,0,benign,benign
5,9,7,320,0,1,malignant,malignant
5,9,7,526,1,0,benign,benign
5,9,7,524,1,0,benign,benign
5,9,7,42,0,1,malignant,malignant
5,9,7,169,1,0,benign,benign
5,9,7,593,1,0,benign,benign
5,9,7,360,0,1,malignant,malignant
5,9,7,537,1,0,benign,benign
5,9,7,503,1,0,benign,benign
5,9,7,414,0,1,malignant,malignant
5,9,7,234,0.9,0.1,benign,benign
5,9,7,451,1,0,benign,benign
5,9,7,681,0,1,malignant,malignant
5,9,7,410,1,0,benign,benign
5,9,7,265,1,0,benign,benign
5,9,7,67,0.3,0.7,malignant,malignant
5,9,7,70,1,0,benign,benign
5,9,7,404,1,0,benign,benign
5,9,7,218,0,1,malignant,malignant
5,9,7,127,1,0,benign,benign
5,9,7,544,1,0,benign,benign
5,9,7,312,0.2,0.8,malignant,malignant
5,9,7,517,1,0,benign,benign
5,9,7,220,1,0,benign,benign
5,9,7,302,0,1,malignant,malignant
5,9,7,324,1,0,benign,benign
6,0,0,460,0.9,0.1,benign,benign
6,0,0,218,0.2,0.8,malignant,malignant
6,0,0,430,1,0,benign,benign
6,0,0,12,0.6,0.4,benign,malignant
6,0,0,695,1,0,benign,benign
6,0,0,189,1,0,benign,benign
6,0,0,591,0,1,malignant,malignant
6,0,0,168,1,0,benign,benign
6,0,0,490,1,0,benign,benign
6,0,0,349,0.2,0.8,malignant,malignant
6,0,0,276,1,0,benign,benign
6,0,0,684,1,0,benign,benign
6,0,0,213,0,1,malignant,malignant
6,0,0,35,1,0,benign,benign
6,0,0,629,1,0,benign,benign
6,0,0,15,0.4,0.6,malignant,malignant
6,0,0,384,1,0,benign,benign
6,0,0,198,1,0,benign,benign
6,0,0,328,0.5,0.5,benign,malignant
6,0,0,127,1,0,benign,benign
6,0,0,484,1,0,benign,benign
6,0,0,669,0.1,0.9,malignant,malignant
6,0,0,319,0.1,0.9,malignant,benign
6,0,0,445,1,0,benign,benign
6,0,0,58,0.3,0.7,malignant,malignant
6,0,0,510,1,0,benign,benign
6,0,0,77,1,0,benign,benign
6,0,0,604,0.1,0.9,malignant,malignant
6,0,0,494,0.4,0.6,malignant,benign
6,0,0,434,0,1,malignant,benign
6,0,0,36,0.2,0.8,malignant,malignant
6,0,0,193,1,0,benign,benign
6,0,0,440,0,1,malignant,malignant
6,0,0,652,1,0,benign,benign
6,0,0,572,1,0,benign,benign
6,0,0,63,0.9,0.1,benign,malignant
6,0,0,620,1,0,benign,benign
6,0,0,630,1,0,benign,benign
6,0,0,146,0,1,malignant,malignant
6,0,0,587,1,0,benign,benign
6,0,0,234,0.9,0.1,benign,benign
6,0,0,68,0.1,0.9,malignant,malignant
6,0,0,451,1,0,benign,benign
6,0,0,119,1,0,benign,benign
6,0,0,5,0,1,malignant,malignant
6,0,0,396,1,0,benign,benign
6,0,0,204,1,0,benign,benign
6,0,0,51,0.4,0.6,malignant,malignant
6,0,0,495,1,0,benign,benign
6,0,0,417,1,0,benign,benign
6,0,0,272,0.1,0.9,malignant,malignant
6,0,0,552,0.8,0.2,benign,benign
6,0,0,259,0,1,malignant,benign
6,0,0,201,0.1,0.9,malignant,malignant
6,0,0,513,1,0,benign,benign
6,0,0,325,0.9,0.1,benign,benign
6,0,0,435,0.1,0.9,malignant,malignant
6,0,0,138,1,0,benign,benign
6,0,0,508,1,0,benign,benign
6,0,0,386,0.2,0.8,malignant,malignant
6,0,0,313,1,0,benign,benign
6,0,0,295,0,1,malignant,malignant
6,0,0,240,0.8,0.2,benign,benign
6,0,0,393,1,0,benign,benign
6,0,0,320,0.1,0.9,malignant,malignant
6,0,0,463,1,0,benign,benign
6,0,0,501,1,0,benign,benign
6,0,0,25,0.3,0.7,malignant,malignant
6,0,0,544,1,0,benign,benign
6,0,0,653,1,0,benign,benign
6,0,1,460,1,0,benign,benign
6,0,1,218,0.1,0.9,malignant,malignant
6,0,1,430,1,0,benign,benign
6,0,1,12,0.9,0.1,benign,malignant
6,0,1,695,1,0,benign,benign
6,0,1,189,1,0,benign,benign
6,0,1,591,0,1,malignant,malignant
6,0,1,168,1,0,benign,benign
6,0,1,490,1,0,benign,benign
6,0,1,349,0.6,0.4,benign,malignant
6,0,1,276,1,0,benign,benign
6,0,1,684,1,0,benign,benign
6,0,1,213,0,1,malignant,malignant
6,0,1,35,1,0,benign,benign
6,0,1,629,1,0,benign,benign
6,0,1,15,0,1,malignant,malignant
6,0,1,384,1,0,benign,benign
6,0,1,198,1,0,benign,benign
6,0,1,328,0.3,0.7,malignant,malignant
6,0,1,127,1,0,benign,benign
6,0,1,484,1,0,benign,benign
6,0,1,669,0.1,0.9,malignant,malignant
6,0,1,319,0.1,0.9,malignant,benign
6,0,1,445,1,0,benign,benign
6,0,1,58,0.8,0.2,benign,malignant
6,0,1,510,1,0,benign,benign
6,0,1,77,1,0,benign,benign
6,0,1,604,0.7,0.3,benign,malignant
6,0,1,494,0.8,0.2,benign,benign
6,0,1,434,0.1,0.9,malignant,benign
6,0,1,36,0,1,malignant,malignant
6,0,1,193,1,0,benign,benign
6,0,1,440,0.2,0.8,malignant,malignant
6,0,1,652,1,0,benign,benign
6,0,1,572,1,0,benign,benign
6,0,1,63,0.6,0.4,benign,malignant
6,0,1,620,1,0,benign,benign
6,0,1,630,1,0,benign,benign
6,0,1,146,0.1,0.9,malignant,malignant
6,0,1,587,1,0,benign,benign
6,0,1,234,0.9,0.1,benign,benign
6,0,1,68,0.4,0.6,malignant,malignant
6,0,1,451,1,0,benign,benign
6,0,1,119,1,0,benign,benign
6,0,1,5,0,1,malignant,malignant
6,0,1,396,1,0,benign,benign
6,0,1,204,1,0,benign,benign
6,0,1,51,0.7,0.3,benign,malignant
6,0,1,495,1,0,benign,benign
6,0,1,417,1,0,benign,benign
6,0,1,272,0.5,0.5,benign,malignant
6,0,1,552,1,0,benign,benign
6,0,1,259,0.1,0.9,malignant,benign
6,0,1,201,0.1,0.9,malignant,malignant
6,0,1,513,1,0,benign,benign
6,0,1,325,0.9,0.1,benign,benign
6,0,1,435,0.2,0.8,malignant,malignant
6,0,1,138,1,0,benign,benign
6,0,1,508,1,0,benign,benign
6,0,1,386,0.1,0.9,malignant,malignant
6,0,1,313,1,0,benign,benign
6,0,1,295,0,1,malignant,malignant
6,0,1,240,0.9,0.1,benign,benign
6,0,1,393,1,0,benign,benign
6,0,1,320,0.1,0.9,malignant,malignant
6,0,1,463,1,0,benign,benign
6,0,1,501,1,0,benign,benign
6,0,1,25,0.6,0.4,benign,malignant
6,0,1,544,1,0,benign,benign
6,0,1,653,1,0,benign,benign
6,0,2,460,1,0,benign,benign
6,0,2,218,0,1,malignant,malignant
6,0,2,430,1,0,benign,benign
6,0,2,12,0.6,0.4,benign,malignant
6,0,2,695,1,0,benign,benign
6,0,2,189,1,0,benign,benign
6,0,2,591,0,1,malignant,malignant
6,0,2,168,1,0,benign,benign
6,0,2,490,1,0,benign,benign
6,0,2,349,0.1,0.9,malignant,malignant
6,0,2,276,1,0,benign,benign
6,0,2,684,1,0,benign,benign
6,0,2,213,0,1,malignant,malignant
6,0,2,35,1,0,benign,benign
6,0,2,629,1,0,benign,benign
6,0,2,15,0,1,malignant,malignant
6,0,2,384,1,0,benign,benign
6,0,2,198,1,0,benign,benign
6,0,2,328,0.5,0.5,benign,malignant
6,0,2,127,1,0,benign,benign
6,0,2,484,1,0,benign,benign
6,0,2,669,0,1,malignant,malignant
6,0,2,319,0.1,0.9,malignant,benign
6,0,2,445,1,0,benign,benign
6,0,2,58,0.4,0.6,malignant,malignant
6,0,2,510,1,0,benign,benign
6,0,2,77,1,0,benign,benign
6,0,2,604,0,1,malignant,malignant
6,0,2,494,0.405479,0.594521,malignant,benign
6,0,2,434,0,1,malignant,benign
6,0,2,36,0,1,malignant,malignant
6,0,2,193,1,0,benign,benign
6,0,2,440,0,1,malignant,malignant
6,0,2,652,1,0,benign,benign
6,0,2,572,1,0,benign,benign
6,0,2,63,0.3,0.7,malignant,malignant
6,0,2,620,1,0,benign,benign
6,0,2,630,1,0,benign,benign
6,0,2,146,0.1,0.9,malignant,malignant
6,0,2,587,1,0,benign,benign
6,0,2,234,0.9,0.1,benign,benign
6,0,2,68,0,1,malignant,malignant
6,0,2,451,1,0,benign,benign
6,0,2,119,1,0,benign,benign
6,0,2,5,0,1,malignant,malignant
6,0,2,396,1,0,benign,benign
6,0,2,204,1,0,benign,benign
6,0,2,51,0.605479,0.394521,benign,malignant
6,0,2,495,1,0,benign,benign
6,0,2,417,1,0,benign,benign
6,0,2,272,0.2,0.8,malignant,malignant
6,0,2,552,0.8,0.2,benign,benign
6,0,2,259,0.2,0.8,malignant,benign
6,0,2,201,0,1,malignant,malignant
6,0,2,513,1,0,benign,benign
6,0,2,325,0.9,0.1,benign,benign
6,0,2,435,0.2,0.8,malignant,malignant
6,0,2,138,1,0,benign,benign
6,0,2,508,1,0,benign,benign
6,0,2,386,0.1,0.9,malignant,malignant
6,0,2,313,1,0,benign,benign
6,0,2,295,0,1,malignant,malignant
6,0,2,240,0.8,0.2,benign,benign
6,0,2,393,1,0,benign,benign
6,0,2,320,0,1,malignant,malignant
6,0,2,463,1,0,benign,benign
6,0,2,501,1,0,benign,benign
6,0,2,25,0.505479,0.494521,benign,malignant
6,0,2,544,0.9,0.1,benign,benign
6,0,2,653,1,0,benign,benign
6,0,3,460,1,0,benign,benign
6,0,3,218,0,1,malignant,malignant
6,0,3,430,1,0,benign,benign
6,0,3,12,0.7,0.3,benign,malignant
6,0,3,695,1,0,benign,benign
6,0,3,189,1,0,benign,benign
6,0,3,591,0,1,malignant,malignant
6,0,3,168,1,0,benign,benign
6,0,3,490,1,0,benign,benign
6,0,3,349,0.3,0.7,malignant,malignant
6,0,3,276,1,0,benign,benign
6,0,3,684,1,0,benign,benign
6,0,3,213,0,1,malignant,malignant
6,0,3,35,1,0,benign,benign
6,0,3,629,1,0,benign,benign
6,0,3,15,0.1,0.9,malignant,malignant
6,0,3,384,1,0,benign,benign
6,0,3,198,1,0,benign,benign
6,0,3,328,0.2,0.8,malignant,malignant
6,0,3,127,1,0,benign,benign
6,0,3,484,1,0,benign,benign
6,0,3,669,0,1,malignant,malignant
6,0,3,319,0.2,0.8,malignant,benign
6,0,3,445,1,0,benign,benign
6,0,3,58,0.5,0.5,benign,malignant
6,0,3,510,1,0,benign,benign
6,0,3,77,0.9,0.1,benign,benign
6,0,3,604,0.7,0.3,benign,malignant
6,0,3,494,0.706202,0.293798,benign,benign
6,0,3,434,0.2,0.8,malignant,benign
6,0,3,36,0,1,malignant,malignant
6,0,3,193,1,0,benign,benign
6,0,3,440,0.2,0.8,malignant,malignant
6,0,3,652,1,0,benign,benign
6,0,3,572,1,0,benign,benign
6,0,3,63,0.6,0.4,benign,malignant
6,0,3,620,1,0,benign,benign
6,0,3,630,1,0,benign,benign
6,0,3,146,0.3,0.7,malignant,malignant
6,0,3,587,1,0,benign,benign
6,0,3,234,0.8,0.2,benign,benign
6,0,3,68,0.1,0.9,malignant,malignant
6,0,3,451,1,0,benign,benign
6,0,3,119,1,0,benign,benign
6,0,3,5,0,1,malignant,malignant
6,0,3,396,1,0,benign,benign
6,0,3,204,1,0,benign,benign
6,0,3,51,0.4,0.6,malignant,malignant
6,0,3,495,1,0,benign,benign
6,0,3,417,1,0,benign,benign
6,0,3,272,0.3,0.7,malignant,malignant
6,0,3,552,1,0,benign,benign
6,0,3,259,0.4,0.6,malignant,benign
6,0,3,201,0.1,0.9,malignant,malignant
6,0,3,513,1,0,benign,benign
6,0,3,325,0.9,0.1,benign,benign
6,0,3,435,0,1,malignant,malignant
6,0,3,138,1,0,benign,benign
6,0,3,508,1,0,benign,benign
6,0,3,386,0.1,0.9,malignant,malignant
6,0,3,313,1,0,benign,benign
6,0,3,295,0,1,malignant,malignant
6,0,3,240,0.9,0.1,benign,benign
6,0,3,393,1,0,benign,benign
6,0,3,320,0,1,malignant,malignant
6,0,3,463,1,0,benign,benign
6,0,3,501,1,0,benign,benign
6,0,3,25,0.5,0.5,benign,malignant
6,0,3,544,1,0,benign,benign
6,0,3,653,1,0,benign,benign
6,0,4,460,1,0,benign,benign
6,0,4,218,0,1,malignant,malignant
6,0,4,430,1,0,benign,benign
6,0,4,12,0.7,0.3,benign,malignant
6,0,4,695,1,0,benign,benign
6,0,4,189,1,0,benign,benign
6,0,4,591,0,1,malignant,malignant
6,0,4,168,1,0,benign,benign
6,0,4,490,1,0,benign,benign
6,0,4,349,0.4,0.6,malignant,malignant
6,0,4,276,1,0,benign,benign
6,0,4,684,1,0,benign,benign
6,0,4,213,0,1,malignant,malignant
6,0,4,35,1,0,benign,benign
6,0,4,629,1,0,benign,benign
6,0,4,15,0.2,0.8,malignant,malignant
6,0,4,384,1,0,benign,benign
6,0,4,198,1,0,benign,benign
6,0,4,328,0.1,0.9,malignant,malignant
6,0,4,127,1,0,benign,benign
6,0,4,484,1,0,benign,benign
6,0,4,669,0,1,malignant,malignant
6,0,4,319,0.2,0.8,malignant,benign
6,0,4,445,1,0,benign,benign
6,0,4,58,0.3,0.7,malignant,malignant
6,0,4,510,1,0,benign,benign
6,0,4,77,1,0,benign,benign
6,0,4,604,0.1,0.9,malignant,malignant
6,0,4,494,0.4,0.6,malignant,benign
6,0,4,434,0,1,malignant,benign
6,0,4,36,0,1,malignant,malignant
6,0,4,193,1,0,benign,benign
6,0,4,440,0.1,0.9,malignant,malignant
6,0,4,652,1,0,benign,benign
6,0,4,572,1,0,benign,benign
6,0,4,63,0.6,0.4,benign,malignant
6,0,4,620,1,0,benign,benign
6,0,4,630,0.9,0.1,benign,benign
6,0,4,146,0.1,0.9,malignant,malignant
6,0,4,587,1,0,benign,benign
6,0,4,234,0.8,0.2,benign,benign
6,0,4,68,0.1,0.9,malignant,malignant
6,0,4,451,1,0,benign,benign
6,0,4,119,1,0,benign,benign
6,0,4,5,0,1,malignant,malignant
6,0,4,396,1,0,benign,benign
6,0,4,204,1,0,benign,benign
6,0,4,51,0.8,0.2,benign,malignant
6,0,4,495,1,0,benign,benign
6,0,4,417,1,0,benign,benign
6,0,4,272,0.3,0.7,malignant,malignant
6,0,4,552,0.8,0.2,benign,benign
6,0,4,259,0.1,0.9,malignant,benign
6,0,4,201,0,1,malignant,malignant
6,0,4,513,1,0,benign,benign
6,0,4,325,1,0,benign,benign
6,0,4,435,0,1,malignant,malignant
6,0,4,138,1,0,benign,benign
6,0,4,508,1,0,benign,benign
6,0,4,386,0,1,malignant,malignant
6,0,4,313,1,0,benign,benign
6,0,4,295,0,1,malignant,malignant
6,0,4,240,1,0,benign,benign
6,0,4,393,1,0,benign,benign
6,0,4,320,0,1,malignant,malignant
6,0,4,463,1,0,benign,benign
6,0,4,501,1,0,benign,benign
6,0,4,25,0.5,0.5,benign,malignant
6,0,4,544,1,0,benign,benign
6,0,4,653,1,0,benign,benign
6,0,5,460,1,0,benign,benign
6,0,5,218,0,1,malignant,malignant
6,0,5,430,1,0,benign,benign
6,0,5,12,0.7,0.3,benign,malignant
6,0,5,695,1,0,benign,benign
6,0,5,189,1,0,benign,benign
6,0,5,591,0,1,malignant,malignant
6,0,5,168,1,0,benign,benign
6,0,5,490,1,0,benign,benign
6,0,5,349,0.4,0.6,malignant,malignant
6,0,5,276,1,0,benign,benign
6,0,5,684,1,0,benign,benign
6,0,5,213,0,1,malignant,malignant
6,0,5,35,1,0,benign,benign
6,0,5,629,1,0,benign,benign
6,0,5,15,0.3,0.7,malignant,malignant
6,0,5,384,1,0,benign,benign
6,0,5,198,1,0,benign,benign
6,0,5,328,0.3,0.7,malignant,malignant
6,0,5,127,1,0,benign,benign
6,0,5,484,1,0,benign,benign
6,0,5,669,0,1,malignant,malignant
6,0,5,319,0.3,0.7,malignant,benign
6,0,5,445,1,0,benign,benign
6,0,5,58,0.6,0.4,benign,malignant
6,0,5,510,1,0,benign,benign
6,0,5,77,1,0,benign,benign
6,0,5,604,0.4,0.6,malignant,malignant
6,0,5,494,0.6,0.4,benign,benign
6,0,5,434,0,1,malignant,benign
6,0,5,36,0,1,malignant,malignant
6,0,5,193,1,0,benign,benign
6,0,5,440,0,1,malignant,malignant
6,0,5,652,1,0,benign,benign
6,0,5,572,1,0,benign,benign
6,0,5,63,0.7,0.3,benign,malignant
6,0,5,620,1,0,benign,benign
6,0,5,630,0.9,0.1,benign,benign
6,0,5,146,0.4,0.6,malignant,malignant
6,0,5,587,1,0,benign,benign
6,0,5,234,0.9,0.1,benign,benign
6,0,5,68,0.1,0.9,malignant,malignant
6,0,5,451,1,0,benign,benign
6,0,5,119,1,0,benign,benign
6,0,5,5,0,1,malignant,malignant
6,0,5,396,1,0,benign,benign
6,0,5,204,1,0,benign,benign
6,0,5,51,0.9,0.1,benign,malignant
6,0,5,495,1,0,benign,benign
6,0,5,417,1,0,benign,benign
6,0,5,272,0,1,malignant,malignant
6,0,5,552,0.8,0.2,benign,benign
6,0,5,259,0.2,0.8,malignant,benign
6,0,5,201,0,1,malignant,malignant
6,0,5,513,1,0,benign,benign
6,0,5,325,1,0,benign,benign
6,0,5,435,0.1,0.9,malignant,malignant
6,0,5,138,1,0,benign,benign
6,0,5,508,1,0,benign,benign
6,0,5,386,0,1,malignant,malignant
6,0,5,313,1,0,benign,benign
6,0,5,295,0,1,malignant,malignant
6,0,5,240,1,0,benign,benign
6,0,5,393,1,0,benign,benign
6,0,5,320,0,1,malignant,malignant
6,0,5,463,1,0,benign,benign
6,0,5,501,1,0,benign,benign
6,0,5,25,0.8,0.2,benign,malignant
6,0,5,544,1,0,benign,benign
6,0,5,653,1,0,benign,benign
6,0,6,460,1,0,benign,benign
6,0,6,218,0,1,malignant,malignant
6,0,6,430,1,0,benign,benign
6,0,6,12,0.5,0.5,benign,malignant
6,0,6,695,1,0,benign,benign
6,0,6,189,1,0,benign,benign
6,0,6,591,0,1,malignant,malignant
6,0,6,168,1,0,benign,benign
6,0,6,490,1,0,benign,benign
6,0,6,349,0.2,0.8,malignant,malignant
6,0,6,276,1,0,benign,benign
6,0,6,684,1,0,benign,benign
6,0,6,213,0,1,malignant,malignant
6,0,6,35,1,0,benign,benign
6,0,6,629,1,0,benign,benign
6,0,6,15,0.5,0.5,benign,malignant
6,0,6,384,1,0,benign,benign
6,0,6,198,1,0,benign,benign
6,0,6,328,0.4,0.6,malignant,malignant
6,0,6,127,1,0,benign,benign
6,0,6,484,1,0,benign,benign
6,0,6,669,0,1,malignant,malignant
6,0,6,319,0.2,0.8,malignant,benign
6,0,6,445,1,0,benign,benign
6,0,6,58,0,1,malignant,malignant
6,0,6,510,1,0,benign,benign
6,0,6,77,1,0,benign,benign
6,0,6,604,0.2,0.8,malignant,malignant
6,0,6,494,0.9,0.1,benign,benign
6,0,6,434,0,1,malignant,benign
6,0,6,36,0,1,malignant,malignant
6,0,6,193,1,0,benign,benign
6,0,6,440,0,1,malignant,malignant
6,0,6,652,1,0,benign,benign
6,0,6,572,1,0,benign,benign
6,0,6,63,0.6,0.4,benign,malignant
6,0,6,620,1,0,benign,benign
6,0,6,630,1,0,benign,benign
6,0,6,146,0.3,0.7,malignant,malignant
6,0,6,587,1,0,benign,benign
6,0,6,234,1,0,benign,benign
6,0,6,68,0.1,0.9,malignant,malignant
6,0,6,451,1,0,benign,benign
6,0,6,119,1,0,benign,benign
6,0,6,5,0,1,malignant,malignant
6,0,6,396,1,0,benign,benign
6,0,6,204,1,0,benign,benign
6,0,6,51,0.6,0.4,benign,malignant
6,0,6,495,1,0,benign,benign
6,0,6,417,1,0,benign,benign
6,0,6,272,0.1,0.9,malignant,malignant
6,0,6,552,1,0,benign,benign
6,0,6,259,0.4,0.6,malignant,benign
6,0,6,201,0,1,malignant,malignant
6,0,6,513,1,0,benign,benign
6,0,6,325,1,0,benign,benign
6,0,6,435,0,1,malignant,malignant
6,0,6,138,1,0,benign,benign
6,0,6,508,1,0,benign,benign
6,0,6,386,0,1,malignant,malignant
6,0,6,313,1,0,benign,benign
6,0,6,295,0,1,malignant,malignant
6,0,6,240,1,0,benign,benign
6,0,6,393,1,0,benign,benign
6,0,6,320,0,1,malignant,malignant
6,0,6,463,1,0,benign,benign
6,0,6,501,1,0,benign,benign
6,0,6,25,0.319656,0.680344,malignant,malignant
6,0,6,544,1,0,benign,benign
6,0,6,653,1,0,benign,benign
6,0,7,460,1,0,benign,benign
6,0,7,218,0,1,malignant,malignant
6,0,7,430,1,0,benign,benign
6,0,7,12,0.6,0.4,benign,malignant
6,0,7,695,1,0,benign,benign
6,0,7,189,1,0,benign,benign
6,0,7,591,0,1,malignant,malignant
6,0,7,168,1,0,benign,benign
6,0,7,490,1,0,benign,benign
6,0,7,349,0.1,0.9,malignant,malignant
6,0,7,276,1,0,benign,benign
6,0,7,684,1,0,benign,benign
6,0,7,213,0,1,malignant,malignant
6,0,7,35,1,0,benign,benign
6,0,7,629,1,0,benign,benign
6,0,7,15,0.70627,0.29373,benign,malignant
6,0,7,384,1,0,benign,benign
6,0,7,198,1,0,benign,benign
6,0,7,328,0.219962,0.780038,malignant,malignant
6,0,7,127,1,0,benign,benign
6,0,7,484,1,0,benign,benign
6,0,7,669,0,1,malignant,malignant
6,0,7,319,0.3,0.7,malignant,benign
6,0,7,445,1,0,benign,benign
6,0,7,58,0.4,0.6,malignant,malignant
6,0,7,510,1,0,benign,benign
6,0,7,77,1,0,benign,benign
6,0,7,604,0.1,0.9,malignant,malignant
6,0,7,494,0.65,0.35,benign,benign
6,0,7,434,0,1,malignant,benign
6,0,7,36,0,1,malignant,malignant
6,0,7,193,1,0,benign,benign
6,0,7,440,0.119962,0.880038,malignant,malignant
6,0,7,652,1,0,benign,benign
6,0,7,572,1,0,benign,benign
6,0,7,63,0.5,0.5,benign,malignant
6,0,7,620,1,0,benign,benign
6,0,7,630,1,0,benign,benign
6,0,7,146,0.3,0.7,malignant,malignant
6,0,7,587,1,0,benign,benign
6,0,7,234,0.9,0.1,benign,benign
6,0,7,68,0,1,malignant,malignant
6,0,7,451,1,0,benign,benign
6,0,7,119,1,0,benign,benign
6,0,7,5,0,1,malignant,malignant
6,0,7,396,1,0,benign,benign
6,0,7,204,1,0,benign,benign
6,0,7,51,0.5,0.5,benign,malignant
6,0,7,495,1,0,benign,benign
6,0,7,417,1,0,benign,benign
6,0,7,272,0.2,0.8,malignant,malignant
6,0,7,552,1,0,benign,benign
6,0,7,259,0,1,malignant,benign
6,0,7,201,0,1,malignant,malignant
6,0,7,513,1,0,benign,benign
6,0,7,325,1,0,benign,benign
6,0,7,435,0,1,malignant,malignant
6,0,7,138,1,0,benign,benign
6,0,7,508,1,0,benign,benign
6,0,7,386,0,1,malignant,malignant
6,0,7,313,1,0,benign,benign
6,0,7,295,0,1,malignant,malignant
6,0,7,240,1,0,benign,benign
6,0,7,393,1,0,benign,benign
6,0,7,320,0,1,malignant,malignant
6,0,7,463,1,0,benign,benign
6,0,7,501,1,0,benign,benign
6,0,7,25,0.3,0.7,malignant,malignant
6,0,7,544,1,0,benign,benign
6,0,7,653,1,0,benign,benign
6,1,0,87,0.2,0.8,malignant,malignant
6,1,0,250,1,0,benign,benign
6,1,0,583,1,0,benign,benign
6,1,0,124,0.1,0.9,malignant,malignant
6,1,0,47,1,0,benign,benign
6,1,0,298,0.7,0.3,benign,benign
6,1,0,339,0.3,0.7,malignant,malignant
6,1,0,235,0.96,0.04,benign,benign
6,1,0,688,1,0,benign,benign
6,1,0,582,0,1,malignant,malignant
6,1,0,373,1,0,benign,benign
6,1,0,120,1,0,benign,benign
6,1,0,366,0,1,malignant,malignant
6,1,0,345,1,0,benign,benign
6,1,0,343,1,0,benign,benign
6,1,0,317,0.1,0.9,malignant,malignant
6,1,0,452,1,0,benign,benign
6,1,0,492,1,0,benign,benign
6,1,0,288,0.2,0.8,malignant,malignant
6,1,0,606,1,0,benign,benign
6,1,0,633,0,1,malignant,malignant
6,1,0,163,1,0,benign,benign
6,1,0,307,1,0,benign,benign
6,1,0,84,0.2,0.8,malignant,malignant
6,1,0,228,1,0,benign,benign
6,1,0,685,1,0,benign,benign
6,1,0,312,0.2,0.8,malignant,malignant
6,1,0,628,1,0,benign,benign
6,1,0,92,1,0,benign,benign
6,1,0,239,0.1,0.9,malignant,malignant
6,1,0,619,1,0,benign,benign
6,1,0,454,0.8,0.2,benign,benign
6,1,0,592,0.2,0.8,malignant,malignant
6,1,0,480,1,0,benign,benign
6,1,0,24,1,0,benign,benign
6,1,0,270,0.2,0.8,malignant,malignant
6,1,0,3,0.3,0.7,malignant,benign
6,1,0,431,1,0,benign,benign
6,1,0,515,0,1,malignant,malignant
6,1,0,135,1,0,benign,benign
6,1,0,502,1,0,benign,benign
6,1,0,260,0,1,malignant,malignant
6,1,0,385,0.8,0.2,benign,benign
6,1,0,595,1,0,benign,benign
6,1,0,279,0.5,0.5,benign,malignant
6,1,0,116,0.5,0.5,benign,benign
6,1,0,474,1,0,benign,benign
6,1,0,183,0,1,malignant,malignant
6,1,0,137,1,0,benign,benign
6,1,0,586,0,1,malignant,malignant
6,1,0,432,1,0,benign,benign
6,1,0,9,1,0,benign,benign
6,1,0,391,0,1,malignant,malignant
6,1,0,539,1,0,benign,benign
6,1,0,376,1,0,benign,benign
6,1,0,285,0,1,malignant,malignant
6,1,0,278,1,0,benign,benign
6,1,0,671,1,0,benign,benign
6,1,0,52,0.1,0.9,malignant,malignant
6,1,0,399,1,0,benign,benign
6,1,0,578,1,0,benign,benign
6,1,0,14,0,1,malignant,malignant
6,1,0,13,1,0,benign,benign
6,1,0,383,1,0,benign,benign
6,1,0,237,0.1,0.9,malignant,malignant
6,1,0,241,1,0,benign,benign
6,1,0,115,1,0,benign,benign
6,1,0,253,0.2,0.8,malignant,malignant
6,1,0,389,1,0,benign,benign
6,1,0,61,1,0,benign,benign
6,1,1,87,0,1,malignant,malignant
6,1,1,250,1,0,benign,benign
6,1,1,583,1,0,benign,benign
6,1,1,124,0.1,0.9,malignant,malignant
6,1,1,47,1,0,benign,benign
6,1,1,298,0.7,0.3,benign,benign
6,1,1,339,0,1,malignant,malignant
6,1,1,235,0.795665,0.204335,benign,benign
6,1,1,688,1,0,benign,benign
6,1,1,582,0.2,0.8,malignant,malignant
6,1,1,373,1,0,benign,benign
6,1,1,120,1,0,benign,benign
6,1,1,366,0.1,0.9,malignant,malignant
6,1,1,345,1,0,benign,benign
6,1,1,343,1,0,benign,benign
6,1,1,317,0.2,0.8,malignant,malignant
6,1,1,452,1,0,benign,benign
6,1,1,492,1,0,benign,benign
6,1,1,288,0.4,0.6,malignant,malignant
6,1,1,606,1,0,benign,benign
6,1,1,633,0.2,0.8,malignant,malignant
6,1,1,163,0.9,0.1,benign,benign
6,1,1,307,1,0,benign,benign
6,1,1,84,0,1,malignant,malignant
6,1,1,228,1,0,benign,benign
6,1,1,685,1,0,benign,benign
6,1,1,312,0,1,malignant,malignant
6,1,1,628,1,0,benign,benign
6,1,1,92,1,0,benign,benign
6,1,1,239,0,1,malignant,malignant
6,1,1,619,1,0,benign,benign
6,1,1,454,1,0,benign,benign
6,1,1,592,0.1,0.9,malignant,malignant
6,1,1,480,1,0,benign,benign
6,1,1,24,1,0,benign,benign
6,1,1,270,0.2,0.8,malignant,malignant
6,1,1,3,0.2,0.8,malignant,benign
6,1,1,431,1,0,benign,benign
6,1,1,515,0.2,0.8,malignant,malignant
6,1,1,135,1,0,benign,benign
6,1,1,502,1,0,benign,benign
6,1,1,260,0,1,malignant,malignant
6,1,1,385,1,0,benign,benign
6,1,1,595,1,0,benign,benign
6,1,1,279,0.3,0.7,malignant,malignant
6,1,1,116,0.6,0.4,benign,benign
6,1,1,474,1,0,benign,benign
6,1,1,183,0.1,0.9,malignant,malignant
6,1,1,137,1,0,benign,benign
6,1,1,586,0,1,malignant,malignant
6,1,1,432,1,0,benign,benign
6,1,1,9,1,0,benign,benign
6,1,1,391,0,1,malignant,malignant
6,1,1,539,1,0,benign,benign
6,1,1,376,1,0,benign,benign
6,1,1,285,0,1,malignant,malignant
6,1,1,278,1,0,benign,benign
6,1,1,671,1,0,benign,benign
6,1,1,52,0.1,0.9,malignant,malignant
6,1,1,399,0.9,0.1,benign,benign
6,1,1,578,1,0,benign,benign
6,1,1,14,0,1,malignant,malignant
6,1,1,13,0.9,0.1,benign,benign
6,1,1,383,1,0,benign,benign
6,1,1,237,0.1,0.9,malignant,malignant
6,1,1,241,1,0,benign,benign
6,1,1,115,0.9,0.1,benign,benign
6,1,1,253,0.3,0.7,malignant,malignant
6,1,1,389,1,0,benign,benign
6,1,1,61,1,0,benign,benign
6,1,2,87,0.1,0.9,malignant,malignant
6,1,2,250,1,0,benign,benign
6,1,2,583,1,0,benign,benign
6,1,2,124,0.1,0.9,malignant,malignant
6,1,2,47,1,0,benign,benign
6,1,2,298,0.9,0.1,benign,benign
6,1,2,339,0.3,0.7,malignant,malignant
6,1,2,235,0.761412,0.238588,benign,benign
6,1,2,688,1,0,benign,benign
6,1,2,582,0.2,0.8,malignant,malignant
6,1,2,373,1,0,benign,benign
6,1,2,120,1,0,benign,benign
6,1,2,366,0,1,malignant,malignant
6,1,2,345,1,0,benign,benign
6,1,2,343,1,0,benign,benign
6,1,2,317,0.1,0.9,malignant,malignant
6,1,2,452,1,0,benign,benign
6,1,2,492,1,0,benign,benign
6,1,2,288,0.3,0.7,malignant,malignant
6,1,2,606,1,0,benign,benign
6,1,2,633,0,1,malignant,malignant
6,1,2,163,0.8,0.2,benign,benign
6,1,2,307,1,0,benign,benign
6,1,2,84,0,1,malignant,malignant
6,1,2,228,1,0,benign,benign
6,1,2,685,1,0,benign,benign
6,1,2,312,0.1,0.9,malignant,malignant
6,1,2,628,1,0,benign,benign
6,1,2,92,1,0,benign,benign
6,1,2,239,0,1,malignant,malignant
6,1,2,619,1,0,benign,benign
6,1,2,454,1,0,benign,benign
6,1,2,592,0.1,0.9,malignant,malignant
6,1,2,480,1,0,benign,benign
6,1,2,24,1,0,benign,benign
6,1,2,270,0.2,0.8,malignant,malignant
6,1,2,3,0.3,0.7,malignant,benign
6,1,2,431,1,0,benign,benign
6,1,2,515,0,1,malignant,malignant
6,1,2,135,1,0,benign,benign
6,1,2,502,1,0,benign,benign
6,1,2,260,0,1,malignant,malignant
6,1,2,385,0.8,0.2,benign,benign
6,1,2,595,1,0,benign,benign
6,1,2,279,0.4,0.6,malignant,malignant
6,1,2,116,0.5,0.5,benign,benign
6,1,2,474,1,0,benign,benign
6,1,2,183,0,1,malignant,malignant
6,1,2,137,1,0,benign,benign
6,1,2,586,0,1,malignant,malignant
6,1,2,432,1,0,benign,benign
6,1,2,9,1,0,benign,benign
6,1,2,391,0,1,malignant,malignant
6,1,2,539,1,0,benign,benign
6,1,2,376,1,0,benign,benign
6,1,2,285,0,1,malignant,malignant
6,1,2,278,1,0,benign,benign
6,1,2,671,0.9,0.1,benign,benign
6,1,2,52,0,1,malignant,malignant
6,1,2,399,1,0,benign,benign
6,1,2,578,1,0,benign,benign
6,1,2,14,0,1,malignant,malignant
6,1,2,13,0.9,0.1,benign,benign
6,1,2,383,1,0,benign,benign
6,1,2,237,0,1,malignant,malignant
6,1,2,241,1,0,benign,benign
6,1,2,115,0.701351,0.298649,benign,benign
6,1,2,253,0.2,0.8,malignant,malignant
6,1,2,389,1,0,benign,benign
6,1,2,61,1,0,benign,benign
6,1,3,87,0,1,malignant,malignant
6,1,3,250,1,0,benign,benign
6,1,3,583,1,0,benign,benign
6,1,3,124,0.2,0.8,malignant,malignant
6,1,3,47,1,0,benign,benign
6,1,3,298,0.9,0.1,benign,benign
6,1,3,339,0,1,malignant,malignant
6,1,3,235,0.853216,0.146784,benign,benign
6,1,3,688,1,0,benign,benign
6,1,3,582,0.1,0.9,malignant,malignant
6,1,3,373,1,0,benign,benign
6,1,3,120,1,0,benign,benign
6,1,3,366,0,1,malignant,malignant
6,1,3,345,1,0,benign,benign
6,1,3,343,1,0,benign,benign
6,1,3,317,0.2,0.8,malignant,malignant
6,1,3,452,0.9,0.1,benign,benign
6,1,3,492,1,0,benign,benign
6,1,3,288,0.705455,0.294545,benign,malignant
6,1,3,606,1,0,benign,benign
6,1,3,633,0,1,malignant,malignant
6,1,3,163,0.8,0.2,benign,benign
6,1,3,307,1,0,benign,benign
6,1,3,84,0,1,malignant,malignant
6,1,3,228,1,0,benign,benign
6,1,3,685,1,0,benign,benign
6,1,3,312,0,1,malignant,malignant
6,1,3,628,1,0,benign,benign
6,1,3,92,1,0,benign,benign
6,1,3,239,0,1,malignant,malignant
6,1,3,619,1,0,benign,benign
6,1,3,454,1,0,benign,benign
6,1,3,592,0,1,malignant,malignant
6,1,3,480,1,0,benign,benign
6,1,3,24,1,0,benign,benign
6,1,3,270,0,1,malignant,malignant
6,1,3,3,0.4,0.6,malignant,benign
6,1,3,431,1,0,benign,benign
6,1,3,515,0,1,malignant,malignant
6,1,3,135,1,0,benign,benign
6,1,3,502,1,0,benign,benign
6,1,3,260,0,1,malignant,malignant
6,1,3,385,1,0,benign,benign
6,1,3,595,1,0,benign,benign
6,1,3,279,0,1,malignant,malignant
6,1,3,116,0.4,0.6,malignant,benign
6,1,3,474,1,0,benign,benign
6,1,3,183,0,1,malignant,malignant
6,1,3,137,1,0,benign,benign
6,1,3,586,0,1,malignant,malignant
6,1,3,432,1,0,benign,benign
6,1,3,9,1,0,benign,benign
6,1,3,391,0,1,malignant,malignant
6,1,3,539,1,0,benign,benign
6,1,3,376,1,0,benign,benign
6,1,3,285,0,1,malignant,malignant
6,1,3,278,1,0,benign,benign
6,1,3,671,1,0,benign,benign
6,1,3,52,0,1,malignant,malignant
6,1,3,399,1,0,benign,benign
6,1,3,578,1,0,benign,benign
6,1,3,14,0,1,malignant,malignant
6,1,3,13,0.9,0.1,benign,benign
6,1,3,383,1,0,benign,benign
6,1,3,237,0.1,0.9,malignant,malignant
6,1,3,241,0.7,0.3,benign,benign
6,1,3,115,0.810909,0.189091,benign,benign
6,1,3,253,0.1,0.9,malignant,malignant
6,1,3,389,1,0,benign,benign
6,1,3,61,1,0,benign,benign
6,1,4,87,0,1,malignant,malignant
6,1,4,250,1,0,benign,benign
6,1,4,583,1,0,benign,benign
6,1,4,124,0.1,0.9,malignant,malignant
6,1,4,47,1,0,benign,benign
6,1,4,298,0.7,0.3,benign,benign
6,1,4,339,0,1,malignant,malignant
6,1,4,235,0.789045,0.210955,benign,benign
6,1,4,688,1,0,benign,benign
6,1,4,582,0.1,0.9,malignant,malignant
6,1,4,373,1,0,benign,benign
6,1,4,120,1,0,benign,benign
6,1,4,366,0,1,malignant,malignant
6,1,4,345,1,0,benign,benign
6,1,4,343,1,0,benign,benign
6,1,4,317,0,1,malignant,malignant
6,1,4,452,1,0,benign,benign
6,1,4,492,1,0,benign,benign
6,1,4,288,0.6,0.4,benign,malignant
6,1,4,606,1,0,benign,benign
6,1,4,633,0,1,malignant,malignant
6,1,4,163,0.9,0.1,benign,benign
6,1,4,307,1,0,benign,benign
6,1,4,84,0,1,malignant,malignant
6,1,4,228,1,0,benign,benign
6,1,4,685,1,0,benign,benign
6,1,4,312,0,1,malignant,malignant
6,1,4,628,1,0,benign,benign
6,1,4,92,1,0,benign,benign
6,1,4,239,0,1,malignant,malignant
6,1,4,619,1,0,benign,benign
6,1,4,454,1,0,benign,benign
6,1,4,592,0.1,0.9,malignant,malignant
6,1,4,480,1,0,benign,benign
6,1,4,24,1,0,benign,benign
6,1,4,270,0,1,malignant,malignant
6,1,4,3,0.1,0.9,malignant,benign
6,1,4,431,1,0,benign,benign
6,1,4,515,0,1,malignant,malignant
6,1,4,135,0.9,0.1,benign,benign
6,1,4,502,1,0,benign,benign
6,1,4,260,0,1,malignant,malignant
6,1,4,385,1,0,benign,benign
6,1,4,595,1,0,benign,benign
6,1,4,279,0,1,malignant,malignant
6,1,4,116,0.3,0.7,malignant,benign
6,1,4,474,1,0,benign,benign
6,1,4,183,0,1,malignant,malignant
6,1,4,137,1,0,benign,benign
6,1,4,586,0,1,malignant,malignant
6,1,4,432,1,0,benign,benign
6,1,4,9,1,0,benign,benign
6,1,4,391,0,1,malignant,malignant
6,1,4,539,1,0,benign,benign
6,1,4,376,1,0,benign,benign
6,1,4,285,0,1,malignant,malignant
6,1,4,278,1,0,benign,benign
6,1,4,671,1,0,benign,benign
6,1,4,52,0.1,0.9,malignant,malignant
6,1,4,399,1,0,benign,benign
6,1,4,578,1,0,benign,benign
6,1,4,14,0,1,malignant,malignant
6,1,4,13,1,0,benign,benign
6,1,4,383,1,0,benign,benign
6,1,4,237,0,1,malignant,malignant
6,1,4,241,1,0,benign,benign
6,1,4,115,1,0,benign,benign
6,1,4,253,0.2,0.8,malignant,malignant
6,1,4,389,0.9,0.1,benign,benign
6,1,4,61,1,0,benign,benign
6,1,5,87,0,1,malignant,malignant
6,1,5,250,1,0,benign,benign
6,1,5,583,1,0,benign,benign
6,1,5,124,0,1,malignant,malignant
6,1,5,47,1,0,benign,benign
6,1,5,298,0.7,0.3,benign,benign
6,1,5,339,0.02,0.98,malignant,malignant
6,1,5,235,0.931436,0.068564,benign,benign
6,1,5,688,1,0,benign,benign
6,1,5,582,0,1,malignant,malignant
6,1,5,373,1,0,benign,benign
6,1,5,120,1,0,benign,benign
6,1,5,366,0,1,malignant,malignant
6,1,5,345,1,0,benign,benign
6,1,5,343,1,0,benign,benign
6,1,5,317,0,1,malignant,malignant
6,1,5,452,1,0,benign,benign
6,1,5,492,1,0,benign,benign
6,1,5,288,0.5,0.5,benign,malignant
6,1,5,606,1,0,benign,benign
6,1,5,633,0,1,malignant,malignant
6,1,5,163,0.9,0.1,benign,benign
6,1,5,307,1,0,benign,benign
6,1,5,84,0,1,malignant,malignant
6,1,5,228,1,0,benign,benign
6,1,5,685,1,0,benign,benign
6,1,5,312,0,1,malignant,malignant
6,1,5,628,1,0,benign,benign
6,1,5,92,1,0,benign,benign
6,1,5,239,0,1,malignant,malignant
6,1,5,619,1,0,benign,benign
6,1,5,454,1,0,benign,benign
6,1,5,592,0.1,0.9,malignant,malignant
6,1,5,480,1,0,benign,benign
6,1,5,24,1,0,benign,benign
6,1,5,270,0,1,malignant,malignant
6,1,5,3,0.2,0.8,malignant,benign
6,1,5,431,1,0,benign,benign
6,1,5,515,0.2,0.8,malignant,malignant
6,1,5,135,1,0,benign,benign
6,1,5,502,1,0,benign,benign
6,1,5,260,0,1,malignant,malignant
6,1,5,385,1,0,benign,benign
6,1,5,595,1,0,benign,benign
6,1,5,279,0,1,malignant,malignant
6,1,5,116,0.7,0.3,benign,benign
6,1,5,474,1,0,benign,benign
6,1,5,183,0,1,malignant,malignant
6,1,5,137,1,0,benign,benign
6,1,5,586,0,1,malignant,malignant
6,1,5,432,1,0,benign,benign
6,1,5,9,1,0,benign,benign
6,1,5,391,0,1,malignant,malignant
6,1,5,539,1,0,benign,benign
6,1,5,376,1,0,benign,benign
6,1,5,285,0,1,malignant,malignant
6,1,5,278,1,0,benign,benign
6,1,5,671,1,0,benign,benign
6,1,5,52,0,1,malignant,malignant
6,1,5,399,1,0,benign,benign
6,1,5,578,1,0,benign,benign
6,1,5,14,0,1,malignant,malignant
6,1,5,13,1,0,benign,benign
6,1,5,383,1,0,benign,benign
6,1,5,237,0,1,malignant,malignant
6,1,5,241,1,0,benign,benign
6,1,5,115,1,0,benign,benign
6,1,5,253,0,1,malignant,malignant
6,1,5,389,1,0,benign,benign
6,1,5,61,1,0,benign,benign
6,1,6,87,0,1,malignant,malignant
6,1,6,250,1,0,benign,benign
6,1,6,583,1,0,benign,benign
6,1,6,124,0.1,0.9,malignant,malignant
6,1,6,47,1,0,benign,benign
6,1,6,298,0.8,0.2,benign,benign
6,1,6,339,0,1,malignant,malignant
6,1,6,235,1,0,benign,benign
6,1,6,688,1,0,benign,benign
6,1,6,582,0,1,malignant,malignant
6,1,6,373,1,0,benign,benign
6,1,6,120,1,0,benign,benign
6,1,6,366,0,1,malignant,malignant
6,1,6,345,1,0,benign,benign
6,1,6,343,1,0,benign,benign
6,1,6,317,0,1,malignant,malignant
6,1,6,452,1,0,benign,benign
6,1,6,492,1,0,benign,benign
6,1,6,288,0.2,0.8,malignant,malignant
6,1,6,606,1,0,benign,benign
6,1,6,633,0.1,0.9,malignant,malignant
6,1,6,163,1,0,benign,benign
6,1,6,307,1,0,benign,benign
6,1,6,84,0.1,0.9,malignant,malignant
6,1,6,228,1,0,benign,benign
6,1,6,685,1,0,benign,benign
6,1,6,312,0.11342,0.88658,malignant,malignant
6,1,6,628,1,0,benign,benign
6,1,6,92,1,0,benign,benign
6,1,6,239,0.1,0.9,malignant,malignant
6,1,6,619,1,0,benign,benign
6,1,6,454,1,0,benign,benign
6,1,6,592,0.3,0.7,malignant,malignant
6,1,6,480,1,0,benign,benign
6,1,6,24,1,0,benign,benign
6,1,6,270,0.2,0.8,malignant,malignant
6,1,6,3,0.1,0.9,malignant,benign
6,1,6,431,0.8,0.2,benign,benign
6,1,6,515,0.2,0.8,malignant,malignant
6,1,6,135,1,0,benign,benign
6,1,6,502,1,0,benign,benign
6,1,6,260,0,1,malignant,malignant
6,1,6,385,1,0,benign,benign
6,1,6,595,1,0,benign,benign
6,1,6,279,0.1,0.9,malignant,malignant
6,1,6,116,0.4,0.6,malignant,benign
6,1,6,474,1,0,benign,benign
6,1,6,183,0,1,malignant,malignant
6,1,6,137,1,0,benign,benign
6,1,6,586,0,1,malignant,malignant
6,1,6,432,1,0,benign,benign
6,1,6,9,1,0,benign,benign
6,1,6,391,0,1,malignant,malignant
6,1,6,539,1,0,benign,benign
6,1,6,376,1,0,benign,benign
6,1,6,285,0,1,malignant,malignant
6,1,6,278,1,0,benign,benign
6,1,6,671,1,0,benign,benign
6,1,6,52,0,1,malignant,malignant
6,1,6,399,1,0,benign,benign
6,1,6,578,1,0,benign,benign
6,1,6,14,0,1,malignant,malignant
6,1,6,13,1,0,benign,benign
6,1,6,383,1,0,benign,benign
6,1,6,237,0,1,malignant,malignant
6,1,6,241,1,0,benign,benign
6,1,6,115,1,0,benign,benign
6,1,6,253,0,1,malignant,malignant
6,1,6,389,1,0,benign,benign
6,1,6,61,1,0,benign,benign
6,1,7,87,0.1,0.9,malignant,malignant
6,1,7,250,1,0,benign,benign
6,1,7,583,1,0,benign,benign
6,1,7,124,0.3,0.7,malignant,malignant
6,1,7,47,1,0,benign,benign
6,1,7,298,0.6,0.4,benign,benign
6,1,7,339,0,1,malignant,malignant
6,1,7,235,0.887059,0.112941,benign,benign
6,1,7,688,1,0,benign,benign
6,1,7,582,0,1,malignant,malignant
6,1,7,373,1,0,benign,benign
6,1,7,120,1,0,benign,benign
6,1,7,366,0,1,malignant,malignant
6,1,7,345,1,0,benign,benign
6,1,7,343,1,0,benign,benign
6,1,7,317,0,1,malignant,malignant
6,1,7,452,1,0,benign,benign
6,1,7,492,1,0,benign,benign
6,1,7,288,0.4,0.6,malignant,malignant
6,1,7,606,1,0,benign,benign
6,1,7,633,0.1,0.9,malignant,malignant
6,1,7,163,1,0,benign,benign
6,1,7,307,1,0,benign,benign
6,1,7,84,0,1,malignant,malignant
6,1,7,228,1,0,benign,benign
6,1,7,685,1,0,benign,benign
6,1,7,312,0,1,malignant,malignant
6,1,7,628,1,0,benign,benign
6,1,7,92,1,0,benign,benign
6,1,7,239,0,1,malignant,malignant
6,1,7,619,1,0,benign,benign
6,1,7,454,1,0,benign,benign
6,1,7,592,0.1,0.9,malignant,malignant
6,1,7,480,1,0,benign,benign
6,1,7,24,1,0,benign,benign
6,1,7,270,0,1,malignant,malignant
6,1,7,3,0.1,0.9,malignant,benign
6,1,7,431,0.9,0.1,benign,benign
6,1,7,515,0,1,malignant,malignant
6,1,7,135,1,0,benign,benign
6,1,7,502,1,0,benign,benign
6,1,7,260,0,1,malignant,malignant
6,1,7,385,0.9,0.1,benign,benign
6,1,7,595,1,0,benign,benign
6,1,7,279,0,1,malignant,malignant
6,1,7,116,0.2,0.8,malignant,benign
6,1,7,474,1,0,benign,benign
6,1,7,183,0.1,0.9,malignant,malignant
6,1,7,137,1,0,benign,benign
6,1,7,586,0,1,malignant,malignant
6,1,7,432,1,0,benign,benign
6,1,7,9,1,0,benign,benign
6,1,7,391,0,1,malignant,malignant
6,1,7,539,1,0,benign,benign
6,1,7,376,1,0,benign,benign
6,1,7,285,0,1,malignant,malignant
6,1,7,278,1,0,benign,benign
6,1,7,671,1,0,benign,benign
6,1,7,52,0.2,0.8,malignant,malignant
6,1,7,399,1,0,benign,benign
6,1,7,578,1,0,benign,benign
6,1,7,14,0,1,malignant,malignant
6,1,7,13,1,0,benign,benign
6,1,7,383,1,0,benign,benign
6,1,7,237,0.2,0.8,malignant,malignant
6,1,7,241,1,0,benign,benign
6,1,7,115,1,0,benign,benign
6,1,7,253,0,1,malignant,malignant
6,1,7,389,1,0,benign,benign
6,1,7,61,1,0,benign,benign
6,2,0,174,0,1,malignant,malignant
6,2,0,645,1,0,benign,benign
6,2,0,388,1,0,benign,benign
6,2,0,293,0.4,0.6,malignant,malignant
6,2,0,0,1,0,benign,benign
6,2,0,551,1,0,benign,benign
6,2,0,282,0,1,malignant,malignant
6,2,0,682,1,0,benign,benign
6,2,0,106,0.3,0.7,malignant,malignant
6,2,0,692,1,0,benign,benign
6,2,0,413,1,0,benign,benign
6,2,0,333,0.3,0.7,malignant,malignant
6,2,0,203,1,0,benign,benign
6,2,0,541,1,0,benign,benign
6,2,0,569,0.3,0.7,malignant,malignant
6,2,0,306,1,0,benign,benign
6,2,0,422,0.9,0.1,benign,benign
6,2,0,186,0.2,0.8,malignant,malignant
6,2,0,563,1,0,benign,benign
6,2,0,468,1,0,benign,benign
6,2,0,38,0.1,0.9,malignant,malignant
6,2,0,1,0.6,0.4,benign,benign
6,2,0,580,1,0,benign,benign
6,2,0,73,0.1,0.9,malignant,malignant
6,2,0,472,1,0,benign,benign
6,2,0,601,1,0,benign,benign
6,2,0,227,0,1,malignant,malignant
6,2,0,477,1,0,benign,benign
6,2,0,596,1,0,benign,benign
6,2,0,348,0.7,0.3,benign,malignant
6,2,0,11,1,0,benign,benign
6,2,0,208,1,0,benign,benign
6,2,0,211,0,1,malignant,malignant
6,2,0,365,1,0,benign,benign
6,2,0,547,1,0,benign,benign
6,2,0,289,0.1,0.9,malignant,malignant
6,2,0,48,1,0,benign,benign
6,2,0,254,0.5,0.5,benign,malignant
6,2,0,459,1,0,benign,benign
6,2,0,516,1,0,benign,benign
6,2,0,112,0.2,0.8,malignant,malignant
6,2,0,257,1,0,benign,benign
6,2,0,144,1,0,benign,benign
6,2,0,184,0,1,malignant,malignant
6,2,0,694,1,0,benign,benign
6,2,0,679,1,0,benign,benign
6,2,0,482,0,1,malignant,malignant
6,2,0,597,1,0,benign,benign
6,2,0,411,0.997297,0.002703,benign,benign
6,2,0,222,1,0,benign,malignant
6,2,0,153,1,0,benign,benign
6,2,0,566,1,0,benign,benign
6,2,0,105,0.7,0.3,benign,malignant
6,2,0,398,1,0,benign,benign
6,2,0,318,0.9,0.1,benign,benign
6,2,0,167,0.4,0.6,malignant,malignant
6,2,0,496,1,0,benign,benign
6,2,0,497,1,0,benign,benign
6,2,0,334,0.2,0.8,malignant,malignant
6,2,0,139,0.997297,0.002703,benign,benign
6,2,0,337,1,0,benign,benign
6,2,0,530,0,1,malignant,malignant
6,2,0,564,1,0,benign,benign
6,2,0,475,1,0,benign,benign
6,2,0,55,0.2,0.8,malignant,malignant
6,2,0,89,1,0,benign,benign
6,2,0,356,0.9,0.1,benign,malignant
6,2,0,554,1,0,benign,benign
6,2,0,650,1,0,benign,benign
6,2,0,367,0,1,malignant,malignant
6,2,1,174,0.1,0.9,malignant,malignant
6,2,1,645,1,0,benign,benign
6,2,1,388,1,0,benign,benign
6,2,1,293,0.2,0.8,malignant,malignant
6,2,1,0,1,0,benign,benign
6,2,1,551,1,0,benign,benign
6,2,1,282,0.1,0.9,malignant,malignant
6,2,1,682,1,0,benign,benign
6,2,1,106,0.3,0.7,malignant,malignant
6,2,1,692,1,0,benign,benign
6,2,1,413,1,0,benign,benign
6,2,1,333,0.4,0.6,malignant,malignant
6,2,1,203,1,0,benign,benign
6,2,1,541,1,0,benign,benign
6,2,1,569,0.2,0.8,malignant,malignant
6,2,1,306,1,0,benign,benign
6,2,1,422,0.8,0.2,benign,benign
6,2,1,186,0.1,0.9,malignant,malignant
6,2,1,563,1,0,benign,benign
6,2,1,468,1,0,benign,benign
6,2,1,38,0,1,malignant,malignant
6,2,1,1,0.7,0.3,benign,benign
6,2,1,580,1,0,benign,benign
6,2,1,73,0.1,0.9,malignant,malignant
6,2,1,472,1,0,benign,benign
6,2,1,601,1,0,benign,benign
6,2,1,227,0,1,malignant,malignant
6,2,1,477,1,0,benign,benign
6,2,1,596,1,0,benign,benign
6,2,1,348,0.9,0.1,benign,malignant
6,2,1,11,1,0,benign,benign
6,2,1,208,1,0,benign,benign
6,2,1,211,0.1,0.9,malignant,malignant
6,2,1,365,1,0,benign,benign
6,2,1,547,1,0,benign,benign
6,2,1,289,0.2,0.8,malignant,malignant
6,2,1,48,1,0,benign,benign
6,2,1,254,0.5,0.5,benign,malignant
6,2,1,459,1,0,benign,benign
6,2,1,516,1,0,benign,benign
6,2,1,112,0.1,0.9,malignant,malignant
6,2,1,257,1,0,benign,benign
6,2,1,144,1,0,benign,benign
6,2,1,184,0.1,0.9,malignant,malignant
6,2,1,694,1,0,benign,benign
6,2,1,679,1,0,benign,benign
6,2,1,482,0.1,0.9,malignant,malignant
6,2,1,597,1,0,benign,benign
6,2,1,411,0.948319,0.051681,benign,benign
6,2,1,222,0.8,0.2,benign,malignant
6,2,1,153,0.9,0.1,benign,benign
6,2,1,566,1,0,benign,benign
6,2,1,105,0.4,0.6,malignant,malignant
6,2,1,398,1,0,benign,benign
6,2,1,318,1,0,benign,benign
6,2,1,167,0.4,0.6,malignant,malignant
6,2,1,496,1,0,benign,benign
6,2,1,497,1,0,benign,benign
6,2,1,334,0.2,0.8,malignant,malignant
6,2,1,139,0.948319,0.051681,benign,benign
6,2,1,337,1,0,benign,benign
6,2,1,530,0,1,malignant,malignant
6,2,1,564,1,0,benign,benign
6,2,1,475,1,0,benign,benign
6,2,1,55,0.2,0.8,malignant,malignant
6,2,1,89,1,0,benign,benign
6,2,1,356,0.5,0.5,benign,malignant
6,2,1,554,1,0,benign,benign
6,2,1,650,0.8,0.2,benign,benign
6,2,1,367,0,1,malignant,malignant
6,2,2,174,0,1,malignant,malignant
6,2,2,645,1,0,benign,benign
6,2,2,388,1,0,benign,benign
6,2,2,293,0.2,0.8,malignant,malignant
6,2,2,0,1,0,benign,benign
6,2,2,551,1,0,benign,benign
6,2,2,282,0,1,malignant,malignant
6,2,2,682,1,0,benign,benign
6,2,2,106,0.2,0.8,malignant,malignant
6,2,2,692,1,0,benign,benign
6,2,2,413,1,0,benign,benign
6,2,2,333,0.1,0.9,malignant,malignant
6,2,2,203,1,0,benign,benign
6,2,2,541,1,0,benign,benign
6,2,2,569,0.4,0.6,malignant,malignant
6,2,2,306,1,0,benign,benign
6,2,2,422,0.8,0.2,benign,benign
6,2,2,186,0,1,malignant,malignant
6,2,2,563,1,0,benign,benign
6,2,2,468,1,0,benign,benign
6,2,2,38,0,1,malignant,malignant
6,2,2,1,0.3,0.7,malignant,benign
6,2,2,580,1,0,benign,benign
6,2,2,73,0,1,malignant,malignant
6,2,2,472,1,0,benign,benign
6,2,2,601,1,0,benign,benign
6,2,2,227,0.1,0.9,malignant,malignant
6,2,2,477,1,0,benign,benign
6,2,2,596,1,0,benign,benign
6,2,2,348,0.5,0.5,benign,malignant
6,2,2,11,1,0,benign,benign
6,2,2,208,1,0,benign,benign
6,2,2,211,0.1,0.9,malignant,malignant
6,2,2,365,1,0,benign,benign
6,2,2,547,1,0,benign,benign
6,2,2,289,0,1,malignant,malignant
6,2,2,48,1,0,benign,benign
6,2,2,254,0.7,0.3,benign,malignant
6,2,2,459,1,0,benign,benign
6,2,2,516,1,0,benign,benign
6,2,2,112,0,1,malignant,malignant
6,2,2,257,1,0,benign,benign
6,2,2,144,1,0,benign,benign
6,2,2,184,0,1,malignant,malignant
6,2,2,694,1,0,benign,benign
6,2,2,679,1,0,benign,benign
6,2,2,482,0,1,malignant,malignant
6,2,2,597,1,0,benign,benign
6,2,2,411,0.99461,0.00539,benign,benign
6,2,2,222,1,0,benign,malignant
6,2,2,153,1,0,benign,benign
6,2,2,566,1,0,benign,benign
6,2,2,105,0.5,0.5,benign,malignant
6,2,2,398,1,0,benign,benign
6,2,2,318,1,0,benign,benign
6,2,2,167,0.7,0.3,benign,malignant
6,2,2,496,1,0,benign,benign
6,2,2,497,1,0,benign,benign
6,2,2,334,0.2,0.8,malignant,malignant
6,2,2,139,0.99461,0.00539,benign,benign
6,2,2,337,1,0,benign,benign
6,2,2,530,0,1,malignant,malignant
6,2,2,564,1,0,benign,benign
6,2,2,475,1,0,benign,benign
6,2,2,55,0.2,0.8,malignant,malignant
6,2,2,89,1,0,benign,benign
6,2,2,356,0.5,0.5,benign,malignant
6,2,2,554,1,0,benign,benign
6,2,2,650,1,0,benign,benign
6,2,2,367,0,1,malignant,malignant
6,2,3,174,0,1,malignant,malignant
6,2,3,645,1,0,benign,benign
6,2,3,388,1,0,benign,benign
6,2,3,293,0.1,0.9,malignant,malignant
6,2,3,0,1,0,benign,benign
6,2,3,551,1,0,benign,benign
6,2,3,282,0.1,0.9,malignant,malignant
6,2,3,682,1,0,benign,benign
6,2,3,106,0,1,malignant,malignant
6,2,3,692,1,0,benign,benign
6,2,3,413,1,0,benign,benign
6,2,3,333,0.3,0.7,malignant,malignant
6,2,3,203,1,0,benign,benign
6,2,3,541,1,0,benign,benign
6,2,3,569,0.1,0.9,malignant,malignant
6,2,3,306,1,0,benign,benign
6,2,3,422,1,0,benign,benign
6,2,3,186,0.1,0.9,malignant,malignant
6,2,3,563,1,0,benign,benign
6,2,3,468,1,0,benign,benign
6,2,3,38,0,1,malignant,malignant
6,2,3,1,0.6,0.4,benign,benign
6,2,3,580,1,0,benign,benign
6,2,3,73,0.1,0.9,malignant,malignant
6,2,3,472,1,0,benign,benign
6,2,3,601,1,0,benign,benign
6,2,3,227,0.1,0.9,malignant,malignant
6,2,3,477,1,0,benign,benign
6,2,3,596,1,0,benign,benign
6,2,3,348,0.8,0.2,benign,malignant
6,2,3,11,1,0,benign,benign
6,2,3,208,1,0,benign,benign
6,2,3,211,0.1,0.9,malignant,malignant
6,2,3,365,1,0,benign,benign
6,2,3,547,1,0,benign,benign
6,2,3,289,0.1,0.9,malignant,malignant
6,2,3,48,1,0,benign,benign
6,2,3,254,0.1,0.9,malignant,malignant
6,2,3,459,1,0,benign,benign
6,2,3,516,1,0,benign,benign
6,2,3,112,0,1,malignant,malignant
6,2,3,257,1,0,benign,benign
6,2,3,144,1,0,benign,benign
6,2,3,184,0,1,malignant,malignant
6,2,3,694,1,0,benign,benign
6,2,3,679,1,0,benign,benign
6,2,3,482,0,1,malignant,malignant
6,2,3,597,1,0,benign,benign
6,2,3,411,0.998058,0.001942,benign,benign
6,2,3,222,1,0,benign,malignant
6,2,3,153,1,0,benign,benign
6,2,3,566,1,0,benign,benign
6,2,3,105,0.4,0.6,malignant,malignant
6,2,3,398,1,0,benign,benign
6,2,3,318,1,0,benign,benign
6,2,3,167,0.1,0.9,malignant,malignant
6,2,3,496,1,0,benign,benign
6,2,3,497,1,0,benign,benign
6,2,3,334,0,1,malignant,malignant
6,2,3,139,0.998058,0.001942,benign,benign
6,2,3,337,1,0,benign,benign
6,2,3,530,0.1,0.9,malignant,malignant
6,2,3,564,1,0,benign,benign
6,2,3,475,1,0,benign,benign
6,2,3,55,0.1,0.9,malignant,malignant
6,2,3,89,1,0,benign,benign
6,2,3,356,0.8,0.2,benign,malignant
6,2,3,554,1,0,benign,benign
6,2,3,650,0.9,0.1,benign,benign
6,2,3,367,0,1,malignant,malignant
6,2,4,174,0,1,malignant,malignant
6,2,4,645,1,0,benign,benign
6,2,4,388,1,0,benign,benign
6,2,4,293,0.1,0.9,malignant,malignant
6,2,4,0,1,0,benign,benign
6,2,4,551,1,0,benign,benign
6,2,4,282,0,1,malignant,malignant
6,2,4,682,1,0,benign,benign
6,2,4,106,0,1,malignant,malignant
6,2,4,692,1,0,benign,benign
6,2,4,413,1,0,benign,benign
6,2,4,333,0.1,0.9,malignant,malignant
6,2,4,203,1,0,benign,benign
6,2,4,541,1,0,benign,benign
6,2,4,569,0,1,malignant,malignant
6,2,4,306,1,0,benign,benign
6,2,4,422,0.6,0.4,benign,benign
6,2,4,186,0,1,malignant,malignant
6,2,4,563,1,0,benign,benign
6,2,4,468,1,0,benign,benign
6,2,4,38,0,1,malignant,malignant
6,2,4,1,0.3,0.7,malignant,benign
6,2,4,580,1,0,benign,benign
6,2,4,73,0,1,malignant,malignant
6,2,4,472,1,0,benign,benign
6,2,4,601,1,0,benign,benign
6,2,4,227,0,1,malignant,malignant
6,2,4,477,1,0,benign,benign
6,2,4,596,1,0,benign,benign
6,2,4,348,0.5,0.5,benign,malignant
6,2,4,11,1,0,benign,benign
6,2,4,208,1,0,benign,benign
6,2,4,211,0,1,malignant,malignant
6,2,4,365,1,0,benign,benign
6,2,4,547,1,0,benign,benign
6,2,4,289,0.1,0.9,malignant,malignant
6,2,4,48,1,0,benign,benign
6,2,4,254,0,1,malignant,malignant
6,2,4,459,1,0,benign,benign
6,2,4,516,1,0,benign,benign
6,2,4,112,0.1,0.9,malignant,malignant
6,2,4,257,1,0,benign,benign
6,2,4,144,1,0,benign,benign
6,2,4,184,0,1,malignant,malignant
6,2,4,694,1,0,benign,benign
6,2,4,679,1,0,benign,benign
6,2,4,482,0,1,malignant,malignant
6,2,4,597,1,0,benign,benign
6,2,4,411,0.999291,0.000709,benign,benign
6,2,4,222,0.9,0.1,benign,malignant
6,2,4,153,1,0,benign,benign
6,2,4,566,1,0,benign,benign
6,2,4,105,0.4,0.6,malignant,malignant
6,2,4,398,1,0,benign,benign
6,2,4,318,1,0,benign,benign
6,2,4,167,0.3,0.7,malignant,malignant
6,2,4,496,1,0,benign,benign
6,2,4,497,1,0,benign,benign
6,2,4,334,0,1,malignant,malignant
6,2,4,139,0.999291,0.000709,benign,benign
6,2,4,337,1,0,benign,benign
6,2,4,530,0,1,malignant,malignant
6,2,4,564,1,0,benign,benign
6,2,4,475,1,0,benign,benign
6,2,4,55,0.1,0.9,malignant,malignant
6,2,4,89,1,0,benign,benign
6,2,4,356,0.7,0.3,benign,malignant
6,2,4,554,1,0,benign,benign
6,2,4,650,0.9,0.1,benign,benign
6,2,4,367,0,1,malignant,malignant
6,2,5,174,0,1,malignant,malignant
6,2,5,645,1,0,benign,benign
6,2,5,388,1,0,benign,benign
6,2,5,293,0.1,0.9,malignant,malignant
6,2,5,0,1,0,benign,benign
6,2,5,551,1,0,benign,benign
6,2,5,282,0.1,0.9,malignant,malignant
6,2,5,682,1,0,benign,benign
6,2,5,106,0,1,malignant,malignant
6,2,5,692,1,0,benign,benign
6,2,5,413,1,0,benign,benign
6,2,5,333,0.2,0.8,malignant,malignant
6,2,5,203,1,0,benign,benign
6,2,5,541,1,0,benign,benign
6,2,5,569,0,1,malignant,malignant
6,2,5,306,1,0,benign,benign
6,2,5,422,0.8,0.2,benign,benign
6,2,5,186,0,1,malignant,malignant
6,2,5,563,1,0,benign,benign
6,2,5,468,1,0,benign,benign
6,2,5,38,0.1,0.9,malignant,malignant
6,2,5,1,0.3,0.7,malignant,benign
6,2,5,580,1,0,benign,benign
6,2,5,73,0.1,0.9,malignant,malignant
6,2,5,472,1,0,benign,benign
6,2,5,601,1,0,benign,benign
6,2,5,227,0.1,0.9,malignant,malignant
6,2,5,477,1,0,benign,benign
6,2,5,596,1,0,benign,benign
6,2,5,348,0.6,0.4,benign,malignant
6,2,5,11,1,0,benign,benign
6,2,5,208,1,0,benign,benign
6,2,5,211,0,1,malignant,malignant
6,2,5,365,1,0,benign,benign
6,2,5,547,1,0,benign,benign
6,2,5,289,0.2,0.8,malignant,malignant
6,2,5,48,1,0,benign,benign
6,2,5,254,0,1,malignant,malignant
6,2,5,459,1,0,benign,benign
6,2,5,516,1,0,benign,benign
6,2,5,112,0.1,0.9,malignant,malignant
6,2,5,257,1,0,benign,benign
6,2,5,144,1,0,benign,benign
6,2,5,184,0,1,malignant,malignant
6,2,5,694,1,0,benign,benign
6,2,5,679,1,0,benign,benign
6,2,5,482,0,1,malignant,malignant
6,2,5,597,0.9,0.1,benign,benign
6,2,5,411,1,0,benign,benign
6,2,5,222,1,0,benign,malignant
6,2,5,153,1,0,benign,benign
6,2,5,566,1,0,benign,benign
6,2,5,105,0.4,0.6,malignant,malignant
6,2,5,398,1,0,benign,benign
6,2,5,318,0.9,0.1,benign,benign
6,2,5,167,0,1,malignant,malignant
6,2,5,496,1,0,benign,benign
6,2,5,497,1,0,benign,benign
6,2,5,334,0,1,malignant,malignant
6,2,5,139,1,0,benign,benign
6,2,5,337,1,0,benign,benign
6,2,5,530,0.1,0.9,malignant,malignant
6,2,5,564,1,0,benign,benign
6,2,5,475,1,0,benign,benign
6,2,5,55,0.2,0.8,malignant,malignant
6,2,5,89,1,0,benign,benign
6,2,5,356,0.4,0.6,malignant,malignant
6,2,5,554,1,0,benign,benign
6,2,5,650,1,0,benign,benign
6,2,5,367,0,1,malignant,malignant
6,2,6,174,0,1,malignant,malignant
6,2,6,645,1,0,benign,benign
6,2,6,388,1,0,benign,benign
6,2,6,293,0.3,0.7,malignant,malignant
6,2,6,0,1,0,benign,benign
6,2,6,551,1,0,benign,benign
6,2,6,282,0.4,0.6,malignant,malignant
6,2,6,682,1,0,benign,benign
6,2,6,106,0.1,0.9,malignant,malignant
6,2,6,692,1,0,benign,benign
6,2,6,413,1,0,benign,benign
6,2,6,333,0.2,0.8,malignant,malignant
6,2,6,203,1,0,benign,benign
6,2,6,541,1,0,benign,benign
6,2,6,569,0,1,malignant,malignant
6,2,6,306,1,0,benign,benign
6,2,6,422,1,0,benign,benign
6,2,6,186,0,1,malignant,malignant
6,2,6,563,1,0,benign,benign
6,2,6,468,1,0,benign,benign
6,2,6,38,0.1,0.9,malignant,malignant
6,2,6,1,0.4,0.6,malignant,benign
6,2,6,580,1,0,benign,benign
6,2,6,73,0,1,malignant,malignant
6,2,6,472,1,0,benign,benign
6,2,6,601,1,0,benign,benign
6,2,6,227,0.3,0.7,malignant,malignant
6,2,6,477,1,0,benign,benign
6,2,6,596,1,0,benign,benign
6,2,6,348,0.4,0.6,malignant,malignant
6,2,6,11,1,0,benign,benign
6,2,6,208,1,0,benign,benign
6,2,6,211,0,1,malignant,malignant
6,2,6,365,1,0,benign,benign
6,2,6,547,1,0,benign,benign
6,2,6,289,0.1,0.9,malignant,malignant
6,2,6,48,1,0,benign,benign
6,2,6,254,0,1,malignant,malignant
6,2,6,459,1,0,benign,benign
6,2,6,516,1,0,benign,benign
6,2,6,112,0.1,0.9,malignant,malignant
6,2,6,257,1,0,benign,benign
6,2,6,144,1,0,benign,benign
6,2,6,184,0,1,malignant,malignant
6,2,6,694,1,0,benign,benign
6,2,6,679,1,0,benign,benign
6,2,6,482,0,1,malignant,malignant
6,2,6,597,1,0,benign,benign
6,2,6,411,1,0,benign,benign
6,2,6,222,0.9,0.1,benign,malignant
6,2,6,153,1,0,benign,benign
6,2,6,566,1,0,benign,benign
6,2,6,105,0.7,0.3,benign,malignant
6,2,6,398,1,0,benign,benign
6,2,6,318,0.9,0.1,benign,benign
6,2,6,167,0.1,0.9,malignant,malignant
6,2,6,496,1,0,benign,benign
6,2,6,497,1,0,benign,benign
6,2,6,334,0.2,0.8,malignant,malignant
6,2,6,139,1,0,benign,benign
6,2,6,337,1,0,benign,benign
6,2,6,530,0,1,malignant,malignant
6,2,6,564,1,0,benign,benign
6,2,6,475,1,0,benign,benign
6,2,6,55,0.1,0.9,malignant,malignant
6,2,6,89,1,0,benign,benign
6,2,6,356,0.7,0.3,benign,malignant
6,2,6,554,1,0,benign,benign
6,2,6,650,0.9,0.1,benign,benign
6,2,6,367,0,1,malignant,malignant
6,2,7,174,0,1,malignant,malignant
6,2,7,645,1,0,benign,benign
6,2,7,388,1,0,benign,benign
6,2,7,293,0.1,0.9,malignant,malignant
6,2,7,0,1,0,benign,benign
6,2,7,551,1,0,benign,benign
6,2,7,282,0.1,0.9,malignant,malignant
6,2,7,682,1,0,benign,benign
6,2,7,106,0,1,malignant,malignant
6,2,7,692,1,0,benign,benign
6,2,7,413,1,0,benign,benign
6,2,7,333,0.1,0.9,malignant,malignant
6,2,7,203,1,0,benign,benign
6,2,7,541,1,0,benign,benign
6,2,7,569,0,1,malignant,malignant
6,2,7,306,1,0,benign,benign
6,2,7,422,0.8,0.2,benign,benign
6,2,7,186,0,1,malignant,malignant
6,2,7,563,1,0,benign,benign
6,2,7,468,1,0,benign,benign
6,2,7,38,0,1,malignant,malignant
6,2,7,1,0.3,0.7,malignant,benign
6,2,7,580,1,0,benign,benign
6,2,7,73,0.1,0.9,malignant,malignant
6,2,7,472,1,0,benign,benign
6,2,7,601,1,0,benign,benign
6,2,7,227,0.1,0.9,malignant,malignant
6,2,7,477,1,0,benign,benign
6,2,7,596,1,0,benign,benign
6,2,7,348,0.4,0.6,malignant,malignant
6,2,7,11,1,0,benign,benign
6,2,7,208,1,0,benign,benign
6,2,7,211,0.1,0.9,malignant,malignant
6,2,7,365,1,0,benign,benign
6,2,7,547,1,0,benign,benign
6,2,7,289,0.1,0.9,malignant,malignant
6,2,7,48,1,0,benign,benign
6,2,7,254,0.1,0.9,malignant,malignant
6,2,7,459,1,0,benign,benign
6,2,7,516,1,0,benign,benign
6,2,7,112,0.1,0.9,malignant,malignant
6,2,7,257,1,0,benign,benign
6,2,7,144,1,0,benign,benign
6,2,7,184,0,1,malignant,malignant
6,2,7,694,1,0,benign,benign
6,2,7,679,1,0,benign,benign
6,2,7,482,0,1,malignant,malignant
6,2,7,597,1,0,benign,benign
6,2,7,411,0.999475,0.000525,benign,benign
6,2,7,222,1,0,benign,malignant
6,2,7,153,1,0,benign,benign
6,2,7,566,1,0,benign,benign
6,2,7,105,0.3,0.7,malignant,malignant
6,2,7,398,1,0,benign,benign
6,2,7,318,1,0,benign,benign
6,2,7,167,0,1,malignant,malignant
6,2,7,496,1,0,benign,benign
6,2,7,497,1,0,benign,benign
6,2,7,334,0,1,malignant,malignant
6,2,7,139,0.999475,0.000525,benign,benign
6,2,7,337,1,0,benign,benign
6,2,7,530,0,1,malignant,malignant
6,2,7,564,1,0,benign,benign
6,2,7,475,1,0,benign,benign
6,2,7,55,0,1,malignant,malignant
6,2,7,89,1,0,benign,benign
6,2,7,356,0.5,0.5,benign,malignant
6,2,7,554,1,0,benign,benign
6,2,7,650,1,0,benign,benign
6,2,7,367,0,1,malignant,malignant
6,3,0,209,1,0,benign,benign
6,3,0,543,1,0,benign,benign
6,3,0,400,0.3,0.7,malignant,malignant
6,3,0,296,0,1,malignant,benign
6,3,0,559,1,0,benign,benign
6,3,0,50,0.6,0.4,benign,malignant
6,3,0,512,1,0,benign,benign
6,3,0,2,1,0,benign,benign
6,3,0,381,0,1,malignant,malignant
6,3,0,94,1,0,benign,benign
6,3,0,567,1,0,benign,benign
6,3,0,359,0.3,0.7,malignant,malignant
6,3,0,471,1,0,benign,benign
6,3,0,22,1,0,benign,benign
6,3,0,487,0,1,malignant,malignant
6,3,0,402,1,0,benign,benign
6,3,0,548,1,0,benign,benign
6,3,0,284,0.3,0.7,malignant,malignant
6,3,0,643,1,0,benign,benign
6,3,0,673,0.9,0.1,benign,benign
6,3,0,305,0.2,0.8,malignant,malignant
6,3,0,91,1,0,benign,benign
6,3,0,129,0.9,0.1,benign,benign
6,3,0,117,0,1,malignant,malignant
6,3,0,19,1,0,benign,benign
6,3,0,414,0,1,malignant,malignant
6,3,0,28,1,0,benign,benign
6,3,0,397,1,0,benign,benign
6,3,0,483,0,1,malignant,malignant
6,3,0,553,0.9,0.1,benign,benign
6,3,0,171,1,0,benign,benign
6,3,0,205,0,1,malignant,malignant
6,3,0,531,1,0,benign,benign
6,3,0,331,1,0,benign,benign
6,3,0,570,0.1,0.9,malignant,malignant
6,3,0,442,1,0,benign,benign
6,3,0,327,1,0,benign,benign
6,3,0,113,0.3,0.7,malignant,malignant
6,3,0,405,1,0,benign,benign
6,3,0,70,1,0,benign,benign
6,3,0,467,0,1,malignant,malignant
6,3,0,609,1,0,benign,benign
6,3,0,634,1,0,benign,benign
6,3,0,132,0.3,0.7,malignant,malignant
6,3,0,280,1,0,benign,benign
6,3,0,404,1,0,benign,benign
6,3,0,436,0.1,0.9,malignant,malignant
6,3,0,322,1,0,benign,benign
6,3,0,656,1,0,benign,benign
6,3,0,549,0,1,malignant,malignant
6,3,0,642,1,0,benign,benign
6,3,0,644,1,0,benign,benign
6,3,0,416,0.1,0.9,malignant,malignant
6,3,0,161,1,0,benign,benign
6,3,0,267,0.1,0.9,malignant,malignant
6,3,0,499,1,0,benign,benign
6,3,0,252,0.3,0.7,malignant,benign
6,3,0,357,0.1,0.9,malignant,malignant
6,3,0,33,1,0,benign,benign
6,3,0,625,0.9,0.1,benign,benign
6,3,0,261,0,1,malignant,malignant
6,3,0,29,1,0,benign,benign
6,3,0,370,0.9,0.1,benign,benign
6,3,0,44,0,1,malignant,malignant
6,3,0,614,1,0,benign,benign
6,3,0,16,1,0,benign,benign
6,3,0,20,0.1,0.9,malignant,malignant
6,3,0,444,1,0,benign,benign
6,3,0,96,1,0,benign,benign
6,3,0,111,0.3,0.7,malignant,malignant
6,3,1,209,1,0,benign,benign
6,3,1,543,1,0,benign,benign
6,3,1,400,0.2,0.8,malignant,malignant
6,3,1,296,0.1,0.9,malignant,benign
6,3,1,559,1,0,benign,benign
6,3,1,50,0.4,0.6,malignant,malignant
6,3,1,512,1,0,benign,benign
6,3,1,2,1,0,benign,benign
6,3,1,381,0,1,malignant,malignant
6,3,1,94,1,0,benign,benign
6,3,1,567,0.9,0.1,benign,benign
6,3,1,359,0,1,malignant,malignant
6,3,1,471,1,0,benign,benign
6,3,1,22,1,0,benign,benign
6,3,1,487,0,1,malignant,malignant
6,3,1,402,0.8,0.2,benign,benign
6,3,1,548,1,0,benign,benign
6,3,1,284,0,1,malignant,malignant
6,3,1,643,1,0,benign,benign
6,3,1,673,0.9,0.1,benign,benign
6,3,1,305,0.2,0.8,malignant,malignant
6,3,1,91,1,0,benign,benign
6,3,1,129,1,0,benign,benign
6,3,1,117,0.1,0.9,malignant,malignant
6,3,1,19,1,0,benign,benign
6,3,1,414,0,1,malignant,malignant
6,3,1,28,1,0,benign,benign
6,3,1,397,1,0,benign,benign
6,3,1,483,0,1,malignant,malignant
6,3,1,553,0.8,0.2,benign,benign
6,3,1,171,1,0,benign,benign
6,3,1,205,0,1,malignant,malignant
6,3,1,531,1,0,benign,benign
6,3,1,331,1,0,benign,benign
6,3,1,570,0,1,malignant,malignant
6,3,1,442,0.8,0.2,benign,benign
6,3,1,327,1,0,benign,benign
6,3,1,113,0.2,0.8,malignant,malignant
6,3,1,405,1,0,benign,benign
6,3,1,70,1,0,benign,benign
6,3,1,467,0,1,malignant,malignant
6,3,1,609,1,0,benign,benign
6,3,1,634,1,0,benign,benign
6,3,1,132,0.3,0.7,malignant,malignant
6,3,1,280,1,0,benign,benign
6,3,1,404,1,0,benign,benign
6,3,1,436,0.2,0.8,malignant,malignant
6,3,1,322,1,0,benign,benign
6,3,1,656,1,0,benign,benign
6,3,1,549,0,1,malignant,malignant
6,3,1,642,1,0,benign,benign
6,3,1,644,1,0,benign,benign
6,3,1,416,0.1,0.9,malignant,malignant
6,3,1,161,1,0,benign,benign
6,3,1,267,0.1,0.9,malignant,malignant
6,3,1,499,1,0,benign,benign
6,3,1,252,0,1,malignant,benign
6,3,1,357,0.1,0.9,malignant,malignant
6,3,1,33,1,0,benign,benign
6,3,1,625,0.9,0.1,benign,benign
6,3,1,261,0,1,malignant,malignant
6,3,1,29,1,0,benign,benign
6,3,1,370,0.9,0.1,benign,benign
6,3,1,44,0,1,malignant,malignant
6,3,1,614,1,0,benign,benign
6,3,1,16,1,0,benign,benign
6,3,1,20,0.2,0.8,malignant,malignant
6,3,1,444,1,0,benign,benign
6,3,1,96,1,0,benign,benign
6,3,1,111,0.3,0.7,malignant,malignant
6,3,2,209,1,0,benign,benign
6,3,2,543,1,0,benign,benign
6,3,2,400,0.2,0.8,malignant,malignant
6,3,2,296,0,1,malignant,benign
6,3,2,559,1,0,benign,benign
6,3,2,50,0.8,0.2,benign,malignant
6,3,2,512,1,0,benign,benign
6,3,2,2,1,0,benign,benign
6,3,2,381,0,1,malignant,malignant
6,3,2,94,1,0,benign,benign
6,3,2,567,1,0,benign,benign
6,3,2,359,0.1,0.9,malignant,malignant
6,3,2,471,1,0,benign,benign
6,3,2,22,1,0,benign,benign
6,3,2,487,0,1,malignant,malignant
6,3,2,402,0.7,0.3,benign,benign
6,3,2,548,1,0,benign,benign
6,3,2,284,0,1,malignant,malignant
6,3,2,643,1,0,benign,benign
6,3,2,673,1,0,benign,benign
6,3,2,305,0.3,0.7,malignant,malignant
6,3,2,91,1,0,benign,benign
6,3,2,129,1,0,benign,benign
6,3,2,117,0,1,malignant,malignant
6,3,2,19,1,0,benign,benign
6,3,2,414,0,1,malignant,malignant
6,3,2,28,1,0,benign,benign
6,3,2,397,1,0,benign,benign
6,3,2,483,0,1,malignant,malignant
6,3,2,553,1,0,benign,benign
6,3,2,171,1,0,benign,benign
6,3,2,205,0.1,0.9,malignant,malignant
6,3,2,531,1,0,benign,benign
6,3,2,331,1,0,benign,benign
6,3,2,570,0,1,malignant,malignant
6,3,2,442,1,0,benign,benign
6,3,2,327,1,0,benign,benign
6,3,2,113,0.4,0.6,malignant,malignant
6,3,2,405,1,0,benign,benign
6,3,2,70,1,0,benign,benign
6,3,2,467,0,1,malignant,malignant
6,3,2,609,1,0,benign,benign
6,3,2,634,1,0,benign,benign
6,3,2,132,0.2,0.8,malignant,malignant
6,3,2,280,1,0,benign,benign
6,3,2,404,1,0,benign,benign
6,3,2,436,0.7,0.3,benign,malignant
6,3,2,322,1,0,benign,benign
6,3,2,656,1,0,benign,benign
6,3,2,549,0.1,0.9,malignant,malignant
6,3,2,642,1,0,benign,benign
6,3,2,644,1,0,benign,benign
6,3,2,416,0,1,malignant,malignant
6,3,2,161,1,0,benign,benign
6,3,2,267,0.1,0.9,malignant,malignant
6,3,2,499,1,0,benign,benign
6,3,2,252,0,1,malignant,benign
6,3,2,357,0,1,malignant,malignant
6,3,2,33,1,0,benign,benign
6,3,2,625,1,0,benign,benign
6,3,2,261,0.1,0.9,malignant,malignant
6,3,2,29,1,0,benign,benign
6,3,2,370,1,0,benign,benign
6,3,2,44,0,1,malignant,malignant
6,3,2,614,1,0,benign,benign
6,3,2,16,1,0,benign,benign
6,3,2,20,0.2,0.8,malignant,malignant
6,3,2,444,0.9,0.1,benign,benign
6,3,2,96,1,0,benign,benign
6,3,2,111,0.3,0.7,malignant,malignant
6,3,3,209,1,0,benign,benign
6,3,3,543,1,0,benign,benign
6,3,3,400,0.1,0.9,malignant,malignant
6,3,3,296,0.1,0.9,malignant,benign
6,3,3,559,1,0,benign,benign
6,3,3,50,0.7,0.3,benign,malignant
6,3,3,512,1,0,benign,benign
6,3,3,2,1,0,benign,benign
6,3,3,381,0,1,malignant,malignant
6,3,3,94,1,0,benign,benign
6,3,3,567,1,0,benign,benign
6,3,3,359,0,1,malignant,malignant
6,3,3,471,1,0,benign,benign
6,3,3,22,1,0,benign,benign
6,3,3,487,0,1,malignant,malignant
6,3,3,402,0.9,0.1,benign,benign
6,3,3,548,1,0,benign,benign
6,3,3,284,0.1,0.9,malignant,malignant
6,3,3,643,1,0,benign,benign
6,3,3,673,1,0,benign,benign
6,3,3,305,0.2,0.8,malignant,malignant
6,3,3,91,1,0,benign,benign
6,3,3,129,1,0,benign,benign
6,3,3,117,0,1,malignant,malignant
6,3,3,19,1,0,benign,benign
6,3,3,414,0,1,malignant,malignant
6,3,3,28,1,0,benign,benign
6,3,3,397,1,0,benign,benign
6,3,3,483,0,1,malignant,malignant
6,3,3,553,0.8,0.2,benign,benign
6,3,3,171,1,0,benign,benign
6,3,3,205,0,1,malignant,malignant
6,3,3,531,1,0,benign,benign
6,3,3,331,1,0,benign,benign
6,3,3,570,0.1,0.9,malignant,malignant
6,3,3,442,1,0,benign,benign
6,3,3,327,1,0,benign,benign
6,3,3,113,0.1,0.9,malignant,malignant
6,3,3,405,1,0,benign,benign
6,3,3,70,1,0,benign,benign
6,3,3,467,0.1,0.9,malignant,malignant
6,3,3,609,1,0,benign,benign
6,3,3,634,1,0,benign,benign
6,3,3,132,0.4,0.6,malignant,malignant
6,3,3,280,1,0,benign,benign
6,3,3,404,1,0,benign,benign
6,3,3,436,0.3,0.7,malignant,malignant
6,3,3,322,1,0,benign,benign
6,3,3,656,1,0,benign,benign
6,3,3,549,0,1,malignant,malignant
6,3,3,642,1,0,benign,benign
6,3,3,644,1,0,benign,benign
6,3,3,416,0.1,0.9,malignant,malignant
6,3,3,161,1,0,benign,benign
6,3,3,267,0.2,0.8,malignant,malignant
6,3,3,499,1,0,benign,benign
6,3,3,252,0.3,0.7,malignant,benign
6,3,3,357,0.1,0.9,malignant,malignant
6,3,3,33,1,0,benign,benign
6,3,3,625,1,0,benign,benign
6,3,3,261,0,1,malignant,malignant
6,3,3,29,1,0,benign,benign
6,3,3,370,0.9,0.1,benign,benign
6,3,3,44,0,1,malignant,malignant
6,3,3,614,1,0,benign,benign
6,3,3,16,1,0,benign,benign
6,3,3,20,0.1,0.9,malignant,malignant
6,3,3,444,1,0,benign,benign
6,3,3,96,1,0,benign,benign
6,3,3,111,0.3,0.7,malignant,malignant
6,3,4,209,1,0,benign,benign
6,3,4,543,1,0,benign,benign
6,3,4,400,0,1,malignant,malignant
6,3,4,296,0.1,0.9,malignant,benign
6,3,4,559,1,0,benign,benign
6,3,4,50,0.3,0.7,malignant,malignant
6,3,4,512,1,0,benign,benign
6,3,4,2,1,0,benign,benign
6,3,4,381,0,1,malignant,malignant
6,3,4,94,1,0,benign,benign
6,3,4,567,1,0,benign,benign
6,3,4,359,0,1,malignant,malignant
6,3,4,471,0.9,0.1,benign,benign
6,3,4,22,1,0,benign,benign
6,3,4,487,0,1,malignant,malignant
6,3,4,402,0.9,0.1,benign,benign
6,3,4,548,1,0,benign,benign
6,3,4,284,0.1,0.9,malignant,malignant
6,3,4,643,1,0,benign,benign
6,3,4,673,0.9,0.1,benign,benign
6,3,4,305,0.1,0.9,malignant,malignant
6,3,4,91,1,0,benign,benign
6,3,4,129,1,0,benign,benign
6,3,4,117,0,1,malignant,malignant
6,3,4,19,1,0,benign,benign
6,3,4,414,0,1,malignant,malignant
6,3,4,28,1,0,benign,benign
6,3,4,397,1,0,benign,benign
6,3,4,483,0,1,malignant,malignant
6,3,4,553,0.8,0.2,benign,benign
6,3,4,171,1,0,benign,benign
6,3,4,205,0,1,malignant,malignant
6,3,4,531,1,0,benign,benign
6,3,4,331,1,0,benign,benign
6,3,4,570,0.1,0.9,malignant,malignant
6,3,4,442,0.7,0.3,benign,benign
6,3,4,327,1,0,benign,benign
6,3,4,113,0.1,0.9,malignant,malignant
6,3,4,405,1,0,benign,benign
6,3,4,70,1,0,benign,benign
6,3,4,467,0,1,malignant,malignant
6,3,4,609,1,0,benign,benign
6,3,4,634,1,0,benign,benign
6,3,4,132,0.3,0.7,malignant,malignant
6,3,4,280,1,0,benign,benign
6,3,4,404,0.8,0.2,benign,benign
6,3,4,436,0.3,0.7,malignant,malignant
6,3,4,322,1,0,benign,benign
6,3,4,656,1,0,benign,benign
6,3,4,549,0,1,malignant,malignant
6,3,4,642,1,0,benign,benign
6,3,4,644,1,0,benign,benign
6,3,4,416,0.1,0.9,malignant,malignant
6,3,4,161,1,0,benign,benign
6,3,4,267,0,1,malignant,malignant
6,3,4,499,1,0,benign,benign
6,3,4,252,0,1,malignant,benign
6,3,4,357,0,1,malignant,malignant
6,3,4,33,1,0,benign,benign
6,3,4,625,0.9,0.1,benign,benign
6,3,4,261,0,1,malignant,malignant
6,3,4,29,1,0,benign,benign
6,3,4,370,0.9,0.1,benign,benign
6,3,4,44,0,1,malignant,malignant
6,3,4,614,1,0,benign,benign
6,3,4,16,1,0,benign,benign
6,3,4,20,0.3,0.7,malignant,malignant
6,3,4,444,1,0,benign,benign
6,3,4,96,1,0,benign,benign
6,3,4,111,0.1,0.9,malignant,malignant
6,3,5,209,1,0,benign,benign
6,3,5,543,1,0,benign,benign
6,3,5,400,0,1,malignant,malignant
6,3,5,296,0,1,malignant,benign
6,3,5,559,1,0,benign,benign
6,3,5,50,0.5,0.5,benign,malignant
6,3,5,512,1,0,benign,benign
6,3,5,2,1,0,benign,benign
6,3,5,381,0,1,malignant,malignant
6,3,5,94,1,0,benign,benign
6,3,5,567,0.9,0.1,benign,benign
6,3,5,359,0,1,malignant,malignant
6,3,5,471,1,0,benign,benign
6,3,5,22,1,0,benign,benign
6,3,5,487,0,1,malignant,malignant
6,3,5,402,0.9,0.1,benign,benign
6,3,5,548,1,0,benign,benign
6,3,5,284,0,1,malignant,malignant
6,3,5,643,1,0,benign,benign
6,3,5,673,0.9,0.1,benign,benign
6,3,5,305,0,1,malignant,malignant
6,3,5,91,1,0,benign,benign
6,3,5,129,0.9,0.1,benign,benign
6,3,5,117,0,1,malignant,malignant
6,3,5,19,1,0,benign,benign
6,3,5,414,0,1,malignant,malignant
6,3,5,28,1,0,benign,benign
6,3,5,397,1,0,benign,benign
6,3,5,483,0,1,malignant,malignant
6,3,5,553,0.8,0.2,benign,benign
6,3,5,171,1,0,benign,benign
6,3,5,205,0,1,malignant,malignant
6,3,5,531,1,0,benign,benign
6,3,5,331,0.9,0.1,benign,benign
6,3,5,570,0.1,0.9,malignant,malignant
6,3,5,442,1,0,benign,benign
6,3,5,327,1,0,benign,benign
6,3,5,113,0.1,0.9,malignant,malignant
6,3,5,405,1,0,benign,benign
6,3,5,70,1,0,benign,benign
6,3,5,467,0,1,malignant,malignant
6,3,5,609,1,0,benign,benign
6,3,5,634,1,0,benign,benign
6,3,5,132,0,1,malignant,malignant
6,3,5,280,1,0,benign,benign
6,3,5,404,1,0,benign,benign
6,3,5,436,0.2,0.8,malignant,malignant
6,3,5,322,1,0,benign,benign
6,3,5,656,1,0,benign,benign
6,3,5,549,0,1,malignant,malignant
6,3,5,642,1,0,benign,benign
6,3,5,644,1,0,benign,benign
6,3,5,416,0,1,malignant,malignant
6,3,5,161,1,0,benign,benign
6,3,5,267,0,1,malignant,malignant
6,3,5,499,1,0,benign,benign
6,3,5,252,0,1,malignant,benign
6,3,5,357,0,1,malignant,malignant
6,3,5,33,1,0,benign,benign
6,3,5,625,1,0,benign,benign
6,3,5,261,0,1,malignant,malignant
6,3,5,29,1,0,benign,benign
6,3,5,370,0.9,0.1,benign,benign
6,3,5,44,0.1,0.9,malignant,malignant
6,3,5,614,1,0,benign,benign
6,3,5,16,1,0,benign,benign
6,3,5,20,0.3,0.7,malignant,malignant
6,3,5,444,1,0,benign,benign
6,3,5,96,1,0,benign,benign
6,3,5,111,0.4,0.6,malignant,malignant
6,3,6,209,1,0,benign,benign
6,3,6,543,1,0,benign,benign
6,3,6,400,0,1,malignant,malignant
6,3,6,296,0.3,0.7,malignant,benign
6,3,6,559,1,0,benign,benign
6,3,6,50,0.4,0.6,malignant,malignant
6,3,6,512,1,0,benign,benign
6,3,6,2,1,0,benign,benign
6,3,6,381,0,1,malignant,malignant
6,3,6,94,1,0,benign,benign
6,3,6,567,1,0,benign,benign
6,3,6,359,0,1,malignant,malignant
6,3,6,471,1,0,benign,benign
6,3,6,22,1,0,benign,benign
6,3,6,487,0,1,malignant,malignant
6,3,6,402,1,0,benign,benign
6,3,6,548,1,0,benign,benign
6,3,6,284,0,1,malignant,malignant
6,3,6,643,1,0,benign,benign
6,3,6,673,1,0,benign,benign
6,3,6,305,0,1,malignant,malignant
6,3,6,91,1,0,benign,benign
6,3,6,129,0.9,0.1,benign,benign
6,3,6,117,0.03516,0.96484,malignant,malignant
6,3,6,19,1,0,benign,benign
6,3,6,414,0,1,malignant,malignant
6,3,6,28,1,0,benign,benign
6,3,6,397,1,0,benign,benign
6,3,6,483,0,1,malignant,malignant
6,3,6,553,0.8,0.2,benign,benign
6,3,6,171,1,0,benign,benign
6,3,6,205,0,1,malignant,malignant
6,3,6,531,1,0,benign,benign
6,3,6,331,1,0,benign,benign
6,3,6,570,0.1,0.9,malignant,malignant
6,3,6,442,1,0,benign,benign
6,3,6,327,1,0,benign,benign
6,3,6,113,0,1,malignant,malignant
6,3,6,405,1,0,benign,benign
6,3,6,70,1,0,benign,benign
6,3,6,467,0,1,malignant,malignant
6,3,6,609,1,0,benign,benign
6,3,6,634,1,0,benign,benign
6,3,6,132,0.1,0.9,malignant,malignant
6,3,6,280,1,0,benign,benign
6,3,6,404,1,0,benign,benign
6,3,6,436,0.210476,0.789524,malignant,malignant
6,3,6,322,1,0,benign,benign
6,3,6,656,1,0,benign,benign
6,3,6,549,0.2,0.8,malignant,malignant
6,3,6,642,1,0,benign,benign
6,3,6,644,1,0,benign,benign
6,3,6,416,0,1,malignant,malignant
6,3,6,161,1,0,benign,benign
6,3,6,267,0.03516,0.96484,malignant,malignant
6,3,6,499,1,0,benign,benign
6,3,6,252,0,1,malignant,benign
6,3,6,357,0,1,malignant,malignant
6,3,6,33,1,0,benign,benign
6,3,6,625,1,0,benign,benign
6,3,6,261,0,1,malignant,malignant
6,3,6,29,1,0,benign,benign
6,3,6,370,1,0,benign,benign
6,3,6,44,0,1,malignant,malignant
6,3,6,614,1,0,benign,benign
6,3,6,16,1,0,benign,benign
6,3,6,20,0.1,0.9,malignant,malignant
6,3,6,444,1,0,benign,benign
6,3,6,96,1,0,benign,benign
6,3,6,111,0.2,0.8,malignant,malignant
6,3,7,209,1,0,benign,benign
6,3,7,543,1,0,benign,benign
6,3,7,400,0,1,malignant,malignant
6,3,7,296,0.2,0.8,malignant,benign
6,3,7,559,1,0,benign,benign
6,3,7,50,0.4875,0.5125,malignant,malignant
6,3,7,512,1,0,benign,benign
6,3,7,2,1,0,benign,benign
6,3,7,381,0,1,malignant,malignant
6,3,7,94,1,0,benign,benign
6,3,7,567,1,0,benign,benign
6,3,7,359,0.1,0.9,malignant,malignant
6,3,7,471,1,0,benign,benign
6,3,7,22,1,0,benign,benign
6,3,7,487,0,1,malignant,malignant
6,3,7,402,1,0,benign,benign
6,3,7,548,1,0,benign,benign
6,3,7,284,0,1,malignant,malignant
6,3,7,643,1,0,benign,benign
6,3,7,673,1,0,benign,benign
6,3,7,305,0,1,malignant,malignant
6,3,7,91,1,0,benign,benign
6,3,7,129,1,0,benign,benign
6,3,7,117,0,1,malignant,malignant
6,3,7,19,1,0,benign,benign
6,3,7,414,0,1,malignant,malignant
6,3,7,28,1,0,benign,benign
6,3,7,397,1,0,benign,benign
6,3,7,483,0,1,malignant,malignant
6,3,7,553,0.5,0.5,benign,benign
6,3,7,171,1,0,benign,benign
6,3,7,205,0,1,malignant,malignant
6,3,7,531,1,0,benign,benign
6,3,7,331,1,0,benign,benign
6,3,7,570,0,1,malignant,malignant
6,3,7,442,1,0,benign,benign
6,3,7,327,1,0,benign,benign
6,3,7,113,0,1,malignant,malignant
6,3,7,405,1,0,benign,benign
6,3,7,70,1,0,benign,benign
6,3,7,467,0,1,malignant,malignant
6,3,7,609,1,0,benign,benign
6,3,7,634,1,0,benign,benign
6,3,7,132,0.2,0.8,malignant,malignant
6,3,7,280,1,0,benign,benign
6,3,7,404,1,0,benign,benign
6,3,7,436,0.1,0.9,malignant,malignant
6,3,7,322,1,0,benign,benign
6,3,7,656,1,0,benign,benign
6,3,7,549,0,1,malignant,malignant
6,3,7,642,1,0,benign,benign
6,3,7,644,1,0,benign,benign
6,3,7,416,0,1,malignant,malignant
6,3,7,161,1,0,benign,benign
6,3,7,267,0,1,malignant,malignant
6,3,7,499,1,0,benign,benign
6,3,7,252,0.2,0.8,malignant,benign
6,3,7,357,0,1,malignant,malignant
6,3,7,33,1,0,benign,benign
6,3,7,625,0.8,0.2,benign,benign
6,3,7,261,0,1,malignant,malignant
6,3,7,29,1,0,benign,benign
6,3,7,370,1,0,benign,benign
6,3,7,44,0,1,malignant,malignant
6,3,7,614,1,0,benign,benign
6,3,7,16,1,0,benign,benign
6,3,7,20,0,1,malignant,malignant
6,3,7,444,1,0,benign,benign
6,3,7,96,1,0,benign,benign
6,3,7,111,0.1,0.9,malignant,malignant
6,4,0,659,1,0,benign,benign
6,4,0,579,1,0,benign,benign
6,4,0,177,0.1,0.9,malignant,malignant
6,4,0,687,1,0,benign,benign
6,4,0,217,1,0,benign,benign
6,4,0,456,0,1,malignant,malignant
6,4,0,232,0.3,0.7,malignant,benign
6,4,0,410,1,0,benign,benign
6,4,0,60,0.1,0.9,malignant,malignant
6,4,0,212,1,0,benign,benign
6,4,0,143,1,0,benign,benign
6,4,0,608,0.1,0.9,malignant,malignant
6,4,0,350,1,0,benign,benign
6,4,0,32,0.2,0.8,malignant,malignant
6,4,0,613,0.8,0.2,benign,benign
6,4,0,121,1,0,benign,benign
6,4,0,316,0.3,0.7,malignant,malignant
6,4,0,686,1,0,benign,benign
6,4,0,481,0.9,0.1,benign,benign
6,4,0,568,0.2,0.8,malignant,malignant
6,4,0,458,1,0,benign,benign
6,4,0,192,1,0,benign,benign
6,4,0,626,0.3,0.7,malignant,malignant
6,4,0,667,1,0,benign,benign
6,4,0,503,1,0,benign,benign
6,4,0,65,0.5,0.5,benign,malignant
6,4,0,332,1,0,benign,benign
6,4,0,675,1,0,benign,benign
6,4,0,99,0,1,malignant,malignant
6,4,0,423,1,0,benign,benign
6,4,0,534,1,0,benign,benign
6,4,0,360,0,1,malignant,malignant
6,4,0,655,1,0,benign,benign
6,4,0,663,1,0,benign,benign
6,4,0,691,0.2,0.8,malignant,malignant
6,4,0,599,0.9,0.1,benign,benign
6,4,0,498,1,0,benign,benign
6,4,0,681,0,1,malignant,malignant
6,4,0,118,1,0,benign,benign
6,4,0,518,1,0,benign,benign
6,4,0,122,0.1,0.9,malignant,malignant
6,4,0,216,1,0,benign,benign
6,4,0,230,0.1,0.9,malignant,malignant
6,4,0,324,1,0,benign,benign
6,4,0,30,1,0,benign,benign
6,4,0,594,0.1,0.9,malignant,malignant
6,4,0,461,1,0,benign,benign
6,4,0,290,1,0,benign,benign
6,4,0,299,0.4,0.6,malignant,malignant
6,4,0,341,1,0,benign,benign
6,4,0,195,1,0,benign,benign
6,4,0,330,0.4,0.6,malignant,malignant
6,4,0,462,1,0,benign,benign
6,4,0,665,1,0,benign,benign
6,4,0,453,0.1,0.9,malignant,malignant
6,4,0,500,1,0,benign,benign
6,4,0,550,1,0,benign,benign
6,4,0,493,0,1,malignant,malignant
6,4,0,507,1,0,benign,benign
6,4,0,632,1,0,benign,benign
6,4,0,610,0,1,malignant,malignant
6,4,0,335,1,0,benign,benign
6,4,0,556,1,0,benign,benign
6,4,0,42,0.2,0.8,malignant,malignant
6,4,0,136,1,0,benign,benign
6,4,0,646,1,0,benign,benign
6,4,0,85,0,1,malignant,malignant
6,4,0,464,1,0,benign,benign
6,4,0,156,1,0,benign,benign
6,4,0,62,0.5,0.5,benign,malignant
6,4,1,659,1,0,benign,benign
6,4,1,579,1,0,benign,benign
6,4,1,177,0.1,0.9,malignant,malignant
6,4,1,687,1,0,benign,benign
6,4,1,217,1,0,benign,benign
6,4,1,456,0,1,malignant,malignant
6,4,1,232,0.2,0.8,malignant,benign
6,4,1,410,1,0,benign,benign
6,4,1,60,0,1,malignant,malignant
6,4,1,212,1,0,benign,benign
6,4,1,143,0.9,0.1,benign,benign
6,4,1,608,0.1,0.9,malignant,malignant
6,4,1,350,1,0,benign,benign
6,4,1,32,0,1,malignant,malignant
6,4,1,613,1,0,benign,benign
6,4,1,121,1,0,benign,benign
6,4,1,316,0.3,0.7,malignant,malignant
6,4,1,686,1,0,benign,benign
6,4,1,481,0.9,0.1,benign,benign
6,4,1,568,0.2,0.8,malignant,malignant
6,4,1,458,1,0,benign,benign
6,4,1,192,1,0,benign,benign
6,4,1,626,0.2,0.8,malignant,malignant
6,4,1,667,1,0,benign,benign
6,4,1,503,1,0,benign,benign
6,4,1,65,0.6,0.4,benign,malignant
6,4,1,332,1,0,benign,benign
6,4,1,675,0.9,0.1,benign,benign
6,4,1,99,0,1,malignant,malignant
6,4,1,423,1,0,benign,benign
6,4,1,534,1,0,benign,benign
6,4,1,360,0,1,malignant,malignant
6,4,1,655,1,0,benign,benign
6,4,1,663,1,0,benign,benign
6,4,1,691,0.3,0.7,malignant,malignant
6,4,1,599,0.9,0.1,benign,benign
6,4,1,498,1,0,benign,benign
6,4,1,681,0,1,malignant,malignant
6,4,1,118,0.9,0.1,benign,benign
6,4,1,518,1,0,benign,benign
6,4,1,122,0,1,malignant,malignant
6,4,1,216,1,0,benign,benign
6,4,1,230,0,1,malignant,malignant
6,4,1,324,1,0,benign,benign
6,4,1,30,1,0,benign,benign
6,4,1,594,0.2,0.8,malignant,malignant
6,4,1,461,0.9,0.1,benign,benign
6,4,1,290,1,0,benign,benign
6,4,1,299,0.1,0.9,malignant,malignant
6,4,1,341,1,0,benign,benign
6,4,1,195,1,0,benign,benign
6,4,1,330,0.1,0.9,malignant,malignant
6,4,1,462,1,0,benign,benign
6,4,1,665,1,0,benign,benign
6,4,1,453,0.1,0.9,malignant,malignant
6,4,1,500,1,0,benign,benign
6,4,1,550,1,0,benign,benign
6,4,1,493,0,1,malignant,malignant
6,4,1,507,0.9,0.1,benign,benign
6,4,1,632,1,0,benign,benign
6,4,1,610,0.1,0.9,malignant,malignant
6,4,1,335,1,0,benign,benign
6,4,1,556,1,0,benign,benign
6,4,1,42,0.2,0.8,malignant,malignant
6,4,1,136,1,0,benign,benign
6,4,1,646,1,0,benign,benign
6,4,1,85,0.3,0.7,malignant,malignant
6,4,1,464,1,0,benign,benign
6,4,1,156,1,0,benign,benign
6,4,1,62,0.5,0.5,benign,malignant
6,4,2,659,1,0,benign,benign
6,4,2,579,1,0,benign,benign
6,4,2,177,0.1,0.9,malignant,malignant
6,4,2,687,1,0,benign,benign
6,4,2,217,1,0,benign,benign
6,4,2,456,0,1,malignant,malignant
6,4,2,232,0.2,0.8,malignant,benign
6,4,2,410,1,0,benign,benign
6,4,2,60,0,1,malignant,malignant
6,4,2,212,1,0,benign,benign
6,4,2,143,1,0,benign,benign
6,4,2,608,0.2,0.8,malignant,malignant
6,4,2,350,1,0,benign,benign
6,4,2,32,0.3,0.7,malignant,malignant
6,4,2,613,1,0,benign,benign
6,4,2,121,1,0,benign,benign
6,4,2,316,0.1,0.9,malignant,malignant
6,4,2,686,1,0,benign,benign
6,4,2,481,0.9,0.1,benign,benign
6,4,2,568,0.2,0.8,malignant,malignant
6,4,2,458,1,0,benign,benign
6,4,2,192,1,0,benign,benign
6,4,2,626,0,1,malignant,malignant
6,4,2,667,1,0,benign,benign
6,4,2,503,1,0,benign,benign
6,4,2,65,0.8,0.2,benign,malignant
6,4,2,332,1,0,benign,benign
6,4,2,675,1,0,benign,benign
6,4,2,99,0,1,malignant,malignant
6,4,2,423,1,0,benign,benign
6,4,2,534,1,0,benign,benign
6,4,2,360,0.1,0.9,malignant,malignant
6,4,2,655,1,0,benign,benign
6,4,2,663,1,0,benign,benign
6,4,2,691,0.7,0.3,benign,malignant
6,4,2,599,1,0,benign,benign
6,4,2,498,1,0,benign,benign
6,4,2,681,0.1,0.9,malignant,malignant
6,4,2,118,1,0,benign,benign
6,4,2,518,1,0,benign,benign
6,4,2,122,0,1,malignant,malignant
6,4,2,216,1,0,benign,benign
6,4,2,230,0.1,0.9,malignant,malignant
6,4,2,324,1,0,benign,benign
6,4,2,30,1,0,benign,benign
6,4,2,594,0.1,0.9,malignant,malignant
6,4,2,461,1,0,benign,benign
6,4,2,290,1,0,benign,benign
6,4,2,299,0.3,0.7,malignant,malignant
6,4,2,341,1,0,benign,benign
6,4,2,195,1,0,benign,benign
6,4,2,330,0.4,0.6,malignant,malignant
6,4,2,462,1,0,benign,benign
6,4,2,665,1,0,benign,benign
6,4,2,453,0,1,malignant,malignant
6,4,2,500,1,0,benign,benign
6,4,2,550,1,0,benign,benign
6,4,2,493,0.1,0.9,malignant,malignant
6,4,2,507,1,0,benign,benign
6,4,2,632,1,0,benign,benign
6,4,2,610,0,1,malignant,malignant
6,4,2,335,1,0,benign,benign
6,4,2,556,1,0,benign,benign
6,4,2,42,0.2,0.8,malignant,malignant
6,4,2,136,1,0,benign,benign
6,4,2,646,1,0,benign,benign
6,4,2,85,0.3,0.7,malignant,malignant
6,4,2,464,1,0,benign,benign
6,4,2,156,1,0,benign,benign
6,4,2,62,0.7,0.3,benign,malignant
6,4,3,659,1,0,benign,benign
6,4,3,579,1,0,benign,benign
6,4,3,177,0.3,0.7,malignant,malignant
6,4,3,687,1,0,benign,benign
6,4,3,217,1,0,benign,benign
6,4,3,456,0,1,malignant,malignant
6,4,3,232,0.3,0.7,malignant,benign
6,4,3,410,1,0,benign,benign
6,4,3,60,0.1,0.9,malignant,malignant
6,4,3,212,1,0,benign,benign
6,4,3,143,1,0,benign,benign
6,4,3,608,0.1,0.9,malignant,malignant
6,4,3,350,1,0,benign,benign
6,4,3,32,0,1,malignant,malignant
6,4,3,613,0.9,0.1,benign,benign
6,4,3,121,1,0,benign,benign
6,4,3,316,0.3,0.7,malignant,malignant
6,4,3,686,1,0,benign,benign
6,4,3,481,1,0,benign,benign
6,4,3,568,0.2,0.8,malignant,malignant
6,4,3,458,1,0,benign,benign
6,4,3,192,1,0,benign,benign
6,4,3,626,0.1,0.9,malignant,malignant
6,4,3,667,1,0,benign,benign
6,4,3,503,1,0,benign,benign
6,4,3,65,0.6,0.4,benign,malignant
6,4,3,332,1,0,benign,benign
6,4,3,675,1,0,benign,benign
6,4,3,99,0,1,malignant,malignant
6,4,3,423,1,0,benign,benign
6,4,3,534,1,0,benign,benign
6,4,3,360,0,1,malignant,malignant
6,4,3,655,1,0,benign,benign
6,4,3,663,1,0,benign,benign
6,4,3,691,0.2,0.8,malignant,malignant
6,4,3,599,1,0,benign,benign
6,4,3,498,1,0,benign,benign
6,4,3,681,0,1,malignant,malignant
6,4,3,118,1,0,benign,benign
6,4,3,518,1,0,benign,benign
6,4,3,122,0.1,0.9,malignant,malignant
6,4,3,216,1,0,benign,benign
6,4,3,230,0,1,malignant,malignant
6,4,3,324,1,0,benign,benign
6,4,3,30,1,0,benign,benign
6,4,3,594,0.2,0.8,malignant,malignant
6,4,3,461,1,0,benign,benign
6,4,3,290,1,0,benign,benign
6,4,3,299,0.1,0.9,malignant,malignant
6,4,3,341,1,0,benign,benign
6,4,3,195,1,0,benign,benign
6,4,3,330,0.2,0.8,malignant,malignant
6,4,3,462,1,0,benign,benign
6,4,3,665,1,0,benign,benign
6,4,3,453,0,1,malignant,malignant
6,4,3,500,1,0,benign,benign
6,4,3,550,1,0,benign,benign
6,4,3,493,0,1,malignant,malignant
6,4,3,507,1,0,benign,benign
6,4,3,632,1,0,benign,benign
6,4,3,610,0,1,malignant,malignant
6,4,3,335,1,0,benign,benign
6,4,3,556,1,0,benign,benign
6,4,3,42,0.2,0.8,malignant,malignant
6,4,3,136,1,0,benign,benign
6,4,3,646,1,0,benign,benign
6,4,3,85,0.3,0.7,malignant,malignant
6,4,3,464,1,0,benign,benign
6,4,3,156,1,0,benign,benign
6,4,3,62,0.2,0.8,malignant,malignant
6,4,4,659,1,0,benign,benign
6,4,4,579,1,0,benign,benign
6,4,4,177,0.1,0.9,malignant,malignant
6,4,4,687,1,0,benign,benign
6,4,4,217,1,0,benign,benign
6,4,4,456,0,1,malignant,malignant
6,4,4,232,0,1,malignant,benign
6,4,4,410,1,0,benign,benign
6,4,4,60,0.1,0.9,malignant,malignant
6,4,4,212,1,0,benign,benign
6,4,4,143,1,0,benign,benign
6,4,4,608,0,1,malignant,malignant
6,4,4,350,1,0,benign,benign
6,4,4,32,0,1,malignant,malignant
6,4,4,613,1,0,benign,benign
6,4,4,121,1,0,benign,benign
6,4,4,316,0.1,0.9,malignant,malignant
6,4,4,686,1,0,benign,benign
6,4,4,481,0.8,0.2,benign,benign
6,4,4,568,0.3,0.7,malignant,malignant
6,4,4,458,1,0,benign,benign
6,4,4,192,1,0,benign,benign
6,4,4,626,0.2,0.8,malignant,malignant
6,4,4,667,1,0,benign,benign
6,4,4,503,1,0,benign,benign
6,4,4,65,0.8,0.2,benign,malignant
6,4,4,332,1,0,benign,benign
6,4,4,675,0.9,0.1,benign,benign
6,4,4,99,0,1,malignant,malignant
6,4,4,423,1,0,benign,benign
6,4,4,534,1,0,benign,benign
6,4,4,360,0,1,malignant,malignant
6,4,4,655,1,0,benign,benign
6,4,4,663,1,0,benign,benign
6,4,4,691,0.3,0.7,malignant,malignant
6,4,4,599,0.9,0.1,benign,benign
6,4,4,498,1,0,benign,benign
6,4,4,681,0,1,malignant,malignant
6,4,4,118,1,0,benign,benign
6,4,4,518,1,0,benign,benign
6,4,4,122,0,1,malignant,malignant
6,4,4,216,1,0,benign,benign
6,4,4,230,0,1,malignant,malignant
6,4,4,324,1,0,benign,benign
6,4,4,30,1,0,benign,benign
6,4,4,594,0.1,0.9,malignant,malignant
6,4,4,461,1,0,benign,benign
6,4,4,290,1,0,benign,benign
6,4,4,299,0.3,0.7,malignant,malignant
6,4,4,341,1,0,benign,benign
6,4,4,195,1,0,benign,benign
6,4,4,330,0,1,malignant,malignant
6,4,4,462,1,0,benign,benign
6,4,4,665,1,0,benign,benign
6,4,4,453,0,1,malignant,malignant
6,4,4,500,1,0,benign,benign
6,4,4,550,1,0,benign,benign
6,4,4,493,0,1,malignant,malignant
6,4,4,507,1,0,benign,benign
6,4,4,632,1,0,benign,benign
6,4,4,610,0,1,malignant,malignant
6,4,4,335,1,0,benign,benign
6,4,4,556,1,0,benign,benign
6,4,4,42,0,1,malignant,malignant
6,4,4,136,1,0,benign,benign
6,4,4,646,1,0,benign,benign
6,4,4,85,0.6,0.4,benign,malignant
6,4,4,464,1,0,benign,benign
6,4,4,156,1,0,benign,benign
6,4,4,62,0.1,0.9,malignant,malignant
6,4,5,659,1,0,benign,benign
6,4,5,579,1,0,benign,benign
6,4,5,177,0.2,0.8,malignant,malignant
6,4,5,687,1,0,benign,benign
6,4,5,217,1,0,benign,benign
6,4,5,456,0,1,malignant,malignant
6,4,5,232,0.2,0.8,malignant,benign
6,4,5,410,1,0,benign,benign
6,4,5,60,0.3,0.7,malignant,malignant
6,4,5,212,1,0,benign,benign
6,4,5,143,0.909721,0.090279,benign,benign
6,4,5,608,0,1,malignant,malignant
6,4,5,350,1,0,benign,benign
6,4,5,32,0,1,malignant,malignant
6,4,5,613,1,0,benign,benign
6,4,5,121,1,0,benign,benign
6,4,5,316,0.1,0.9,malignant,malignant
6,4,5,686,1,0,benign,benign
6,4,5,481,0.7,0.3,benign,benign
6,4,5,568,0,1,malignant,malignant
6,4,5,458,1,0,benign,benign
6,4,5,192,1,0,benign,benign
6,4,5,626,0.1,0.9,malignant,malignant
6,4,5,667,1,0,benign,benign
6,4,5,503,1,0,benign,benign
6,4,5,65,0.7,0.3,benign,malignant
6,4,5,332,1,0,benign,benign
6,4,5,675,1,0,benign,benign
6,4,5,99,0,1,malignant,malignant
6,4,5,423,1,0,benign,benign
6,4,5,534,1,0,benign,benign
6,4,5,360,0,1,malignant,malignant
6,4,5,655,1,0,benign,benign
6,4,5,663,1,0,benign,benign
6,4,5,691,0.2,0.8,malignant,malignant
6,4,5,599,1,0,benign,benign
6,4,5,498,1,0,benign,benign
6,4,5,681,0,1,malignant,malignant
6,4,5,118,1,0,benign,benign
6,4,5,518,1,0,benign,benign
6,4,5,122,0,1,malignant,malignant
6,4,5,216,1,0,benign,benign
6,4,5,230,0,1,malignant,malignant
6,4,5,324,1,0,benign,benign
6,4,5,30,1,0,benign,benign
6,4,5,594,0.1,0.9,malignant,malignant
6,4,5,461,0.809721,0.190279,benign,benign
6,4,5,290,1,0,benign,benign
6,4,5,299,0.2,0.8,malignant,malignant
6,4,5,341,1,0,benign,benign
6,4,5,195,1,0,benign,benign
6,4,5,330,0.1,0.9,malignant,malignant
6,4,5,462,1,0,benign,benign
6,4,5,665,1,0,benign,benign
6,4,5,453,0.2,0.8,malignant,malignant
6,4,5,500,1,0,benign,benign
6,4,5,550,1,0,benign,benign
6,4,5,493,0,1,malignant,malignant
6,4,5,507,1,0,benign,benign
6,4,5,632,1,0,benign,benign
6,4,5,610,0,1,malignant,malignant
6,4,5,335,1,0,benign,benign
6,4,5,556,1,0,benign,benign
6,4,5,42,0,1,malignant,malignant
6,4,5,136,1,0,benign,benign
6,4,5,646,1,0,benign,benign
6,4,5,85,0.3,0.7,malignant,malignant
6,4,5,464,1,0,benign,benign
6,4,5,156,1,0,benign,benign
6,4,5,62,0.1,0.9,malignant,malignant
6,4,6,659,1,0,benign,benign
6,4,6,579,1,0,benign,benign
6,4,6,177,0,1,malignant,malignant
6,4,6,687,1,0,benign,benign
6,4,6,217,1,0,benign,benign
6,4,6,456,0,1,malignant,malignant
6,4,6,232,0,1,malignant,benign
6,4,6,410,1,0,benign,benign
6,4,6,60,0.4,0.6,malignant,malignant
6,4,6,212,1,0,benign,benign
6,4,6,143,1,0,benign,benign
6,4,6,608,0,1,malignant,malignant
6,4,6,350,1,0,benign,benign
6,4,6,32,0,1,malignant,malignant
6,4,6,613,1,0,benign,benign
6,4,6,121,1,0,benign,benign
6,4,6,316,0.2,0.8,malignant,malignant
6,4,6,686,1,0,benign,benign
6,4,6,481,1,0,benign,benign
6,4,6,568,0.2,0.8,malignant,malignant
6,4,6,458,1,0,benign,benign
6,4,6,192,1,0,benign,benign
6,4,6,626,0.4,0.6,malignant,malignant
6,4,6,667,1,0,benign,benign
6,4,6,503,1,0,benign,benign
6,4,6,65,0.3,0.7,malignant,malignant
6,4,6,332,1,0,benign,benign
6,4,6,675,1,0,benign,benign
6,4,6,99,0,1,malignant,malignant
6,4,6,423,1,0,benign,benign
6,4,6,534,1,0,benign,benign
6,4,6,360,0,1,malignant,malignant
6,4,6,655,1,0,benign,benign
6,4,6,663,1,0,benign,benign
6,4,6,691,0.1,0.9,malignant,malignant
6,4,6,599,1,0,benign,benign
6,4,6,498,1,0,benign,benign
6,4,6,681,0,1,malignant,malignant
6,4,6,118,1,0,benign,benign
6,4,6,518,1,0,benign,benign
6,4,6,122,0,1,malignant,malignant
6,4,6,216,1,0,benign,benign
6,4,6,230,0,1,malignant,malignant
6,4,6,324,1,0,benign,benign
6,4,6,30,1,0,benign,benign
6,4,6,594,0.2,0.8,malignant,malignant
6,4,6,461,1,0,benign,benign
6,4,6,290,1,0,benign,benign
6,4,6,299,0.1,0.9,malignant,malignant
6,4,6,341,1,0,benign,benign
6,4,6,195,1,0,benign,benign
6,4,6,330,0,1,malignant,malignant
6,4,6,462,1,0,benign,benign
6,4,6,665,1,0,benign,benign
6,4,6,453,0,1,malignant,malignant
6,4,6,500,1,0,benign,benign
6,4,6,550,1,0,benign,benign
6,4,6,493,0,1,malignant,malignant
6,4,6,507,1,0,benign,benign
6,4,6,632,1,0,benign,benign
6,4,6,610,0,1,malignant,malignant
6,4,6,335,1,0,benign,benign
6,4,6,556,1,0,benign,benign
6,4,6,42,0,1,malignant,malignant
6,4,6,136,1,0,benign,benign
6,4,6,646,1,0,benign,benign
6,4,6,85,0.1,0.9,malignant,malignant
6,4,6,464,1,0,benign,benign
6,4,6,156,1,0,benign,benign
6,4,6,62,0.1,0.9,malignant,malignant
6,4,7,659,1,0,benign,benign
6,4,7,579,1,0,benign,benign
6,4,7,177,0.1,0.9,malignant,malignant
6,4,7,687,1,0,benign,benign
6,4,7,217,1,0,benign,benign
6,4,7,456,0,1,malignant,malignant
6,4,7,232,0.284247,0.715753,malignant,benign
6,4,7,410,1,0,benign,benign
6,4,7,60,0.4,0.6,malignant,malignant
6,4,7,212,1,0,benign,benign
6,4,7,143,1,0,benign,benign
6,4,7,608,0,1,malignant,malignant
6,4,7,350,1,0,benign,benign
6,4,7,32,0,1,malignant,malignant
6,4,7,613,1,0,benign,benign
6,4,7,121,1,0,benign,benign
6,4,7,316,0.241844,0.758156,malignant,malignant
6,4,7,686,1,0,benign,benign
6,4,7,481,0.9,0.1,benign,benign
6,4,7,568,0,1,malignant,malignant
6,4,7,458,1,0,benign,benign
6,4,7,192,1,0,benign,benign
6,4,7,626,0.3,0.7,malignant,malignant
6,4,7,667,1,0,benign,benign
6,4,7,503,1,0,benign,benign
6,4,7,65,0.5,0.5,benign,malignant
6,4,7,332,1,0,benign,benign
6,4,7,675,1,0,benign,benign
6,4,7,99,0,1,malignant,malignant
6,4,7,423,1,0,benign,benign
6,4,7,534,1,0,benign,benign
6,4,7,360,0,1,malignant,malignant
6,4,7,655,1,0,benign,benign
6,4,7,663,1,0,benign,benign
6,4,7,691,0.6,0.4,benign,malignant
6,4,7,599,1,0,benign,benign
6,4,7,498,1,0,benign,benign
6,4,7,681,0,1,malignant,malignant
6,4,7,118,1,0,benign,benign
6,4,7,518,1,0,benign,benign
6,4,7,122,0,1,malignant,malignant
6,4,7,216,1,0,benign,benign
6,4,7,230,0.1,0.9,malignant,malignant
6,4,7,324,1,0,benign,benign
6,4,7,30,1,0,benign,benign
6,4,7,594,0.1,0.9,malignant,malignant
6,4,7,461,1,0,benign,benign
6,4,7,290,1,0,benign,benign
6,4,7,299,0.2,0.8,malignant,malignant
6,4,7,341,1,0,benign,benign
6,4,7,195,1,0,benign,benign
6,4,7,330,0,1,malignant,malignant
6,4,7,462,1,0,benign,benign
6,4,7,665,1,0,benign,benign
6,4,7,453,0,1,malignant,malignant
6,4,7,500,1,0,benign,benign
6,4,7,550,1,0,benign,benign
6,4,7,493,0,1,malignant,malignant
6,4,7,507,1,0,benign,benign
6,4,7,632,1,0,benign,benign
6,4,7,610,0,1,malignant,malignant
6,4,7,335,1,0,benign,benign
6,4,7,556,1,0,benign,benign
6,4,7,42,0,1,malignant,malignant
6,4,7,136,1,0,benign,benign
6,4,7,646,1,0,benign,benign
6,4,7,85,0.3,0.7,malignant,malignant
6,4,7,464,1,0,benign,benign
6,4,7,156,1,0,benign,benign
6,4,7,62,0,1,malignant,malignant
6,5,0,537,1,0,benign,benign
6,5,0,41,0.1,0.9,malignant,malignant
6,5,0,637,0.8,0.2,benign,benign
6,5,0,207,1,0,benign,benign
6,5,0,696,0,1,malignant,malignant
6,5,0,363,0.9,0.1,benign,benign
6,5,0,476,1,0,benign,benign
6,5,0,668,0.1,0.9,malignant,malignant
6,5,0,429,1,0,benign,benign
6,5,0,291,1,0,benign,benign
6,5,0,336,0.3,0.7,malignant,malignant
6,5,0,170,1,0,benign,benign
6,5,0,441,1,0,benign,benign
6,5,0,231,0.1,0.9,malignant,malignant
6,5,0,269,1,0,benign,benign
6,5,0,130,1,0,benign,benign
6,5,0,425,0,1,malignant,malignant
6,5,0,17,1,0,benign,benign
6,5,0,403,1,0,benign,benign
6,5,0,304,0.3,0.7,malignant,malignant
6,5,0,374,1,0,benign,benign
6,5,0,10,1,0,benign,benign
6,5,0,273,0.6,0.4,benign,malignant
6,5,0,6,0.9,0.1,benign,benign
6,5,0,647,1,0,benign,benign
6,5,0,571,0,1,malignant,malignant
6,5,0,555,0.4,0.6,malignant,benign
6,5,0,66,1,0,benign,benign
6,5,0,238,0.2,0.8,malignant,malignant
6,5,0,535,1,0,benign,benign
6,5,0,565,0,1,malignant,malignant
6,5,0,529,1,0,benign,benign
6,5,0,131,1,0,benign,benign
6,5,0,109,0,1,malignant,malignant
6,5,0,443,1,0,benign,benign
6,5,0,275,0.96,0.04,benign,benign
6,5,0,74,0.6,0.4,benign,malignant
6,5,0,378,1,0,benign,benign
6,5,0,148,0.7,0.3,benign,benign
6,5,0,466,0,1,malignant,malignant
6,5,0,157,1,0,benign,benign
6,5,0,145,0.96,0.04,benign,benign
6,5,0,155,0.5,0.5,benign,malignant
6,5,0,169,1,0,benign,benign
6,5,0,81,1,0,benign,benign
6,5,0,160,0,1,malignant,malignant
6,5,0,69,1,0,benign,benign
6,5,0,165,1,0,benign,benign
6,5,0,18,0.2,0.8,malignant,malignant
6,5,0,338,1,0,benign,benign
6,5,0,351,1,0,benign,benign
6,5,0,107,0.1,0.9,malignant,malignant
6,5,0,511,1,0,benign,benign
6,5,0,249,0.997297,0.002703,benign,benign
6,5,0,326,0.5,0.5,benign,malignant
6,5,0,426,0.9,0.1,benign,benign
6,5,0,354,1,0,benign,benign
6,5,0,187,0,1,malignant,malignant
6,5,0,78,1,0,benign,benign
6,5,0,514,0,1,malignant,malignant
6,5,0,314,1,0,benign,benign
6,5,0,141,1,0,benign,benign
6,5,0,421,0.1,0.9,malignant,malignant
6,5,0,450,1,0,benign,benign
6,5,0,297,0.82,0.18,benign,benign
6,5,0,223,0.2,0.8,malignant,malignant
6,5,0,627,1,0,benign,benign
6,5,0,470,1,0,benign,benign
6,5,0,329,0,1,malignant,malignant
6,5,0,310,1,0,benign,benign
6,5,1,537,1,0,benign,benign
6,5,1,41,0.1,0.9,malignant,malignant
6,5,1,637,0.9,0.1,benign,benign
6,5,1,207,1,0,benign,benign
6,5,1,696,0,1,malignant,malignant
6,5,1,363,0.7,0.3,benign,benign
6,5,1,476,1,0,benign,benign
6,5,1,668,0.4,0.6,malignant,malignant
6,5,1,429,1,0,benign,benign
6,5,1,291,1,0,benign,benign
6,5,1,336,0.3,0.7,malignant,malignant
6,5,1,170,1,0,benign,benign
6,5,1,441,0.8,0.2,benign,benign
6,5,1,231,0.1,0.9,malignant,malignant
6,5,1,269,1,0,benign,benign
6,5,1,130,1,0,benign,benign
6,5,1,425,0,1,malignant,malignant
6,5,1,17,1,0,benign,benign
6,5,1,403,0.9,0.1,benign,benign
6,5,1,304,0.2,0.8,malignant,malignant
6,5,1,374,1,0,benign,benign
6,5,1,10,1,0,benign,benign
6,5,1,273,0.4,0.6,malignant,malignant
6,5,1,6,0.8,0.2,benign,benign
6,5,1,647,1,0,benign,benign
6,5,1,571,0,1,malignant,malignant
6,5,1,555,0.7,0.3,benign,benign
6,5,1,66,1,0,benign,benign
6,5,1,238,0.2,0.8,malignant,malignant
6,5,1,535,1,0,benign,benign
6,5,1,565,0,1,malignant,malignant
6,5,1,529,1,0,benign,benign
6,5,1,131,1,0,benign,benign
6,5,1,109,0,1,malignant,malignant
6,5,1,443,1,0,benign,benign
6,5,1,275,0.948319,0.051681,benign,benign
6,5,1,74,0.4,0.6,malignant,malignant
6,5,1,378,1,0,benign,benign
6,5,1,148,0.7,0.3,benign,benign
6,5,1,466,0,1,malignant,malignant
6,5,1,157,1,0,benign,benign
6,5,1,145,0.948319,0.051681,benign,benign
6,5,1,155,0.6,0.4,benign,malignant
6,5,1,169,1,0,benign,benign
6,5,1,81,1,0,benign,benign
6,5,1,160,0,1,malignant,malignant
6,5,1,69,1,0,benign,benign
6,5,1,165,1,0,benign,benign
6,5,1,18,0.4,0.6,malignant,malignant
6,5,1,338,1,0,benign,benign
6,5,1,351,1,0,benign,benign
6,5,1,107,0,1,malignant,malignant
6,5,1,511,1,0,benign,benign
6,5,1,249,0.948319,0.051681,benign,benign
6,5,1,326,0.4,0.6,malignant,malignant
6,5,1,426,0.5,0.5,benign,benign
6,5,1,354,1,0,benign,benign
6,5,1,187,0,1,malignant,malignant
6,5,1,78,0.9,0.1,benign,benign
6,5,1,514,0,1,malignant,malignant
6,5,1,314,1,0,benign,benign
6,5,1,141,1,0,benign,benign
6,5,1,421,0,1,malignant,malignant
6,5,1,450,1,0,benign,benign
6,5,1,297,0.793973,0.206027,benign,benign
6,5,1,223,0,1,malignant,malignant
6,5,1,627,0.9,0.1,benign,benign
6,5,1,470,1,0,benign,benign
6,5,1,329,0.1,0.9,malignant,malignant
6,5,1,310,1,0,benign,benign
6,5,2,537,1,0,benign,benign
6,5,2,41,0.1,0.9,malignant,malignant
6,5,2,637,1,0,benign,benign
6,5,2,207,1,0,benign,benign
6,5,2,696,0.1,0.9,malignant,malignant
6,5,2,363,0.7,0.3,benign,benign
6,5,2,476,1,0,benign,benign
6,5,2,668,0,1,malignant,malignant
6,5,2,429,1,0,benign,benign
6,5,2,291,1,0,benign,benign
6,5,2,336,0.1,0.9,malignant,malignant
6,5,2,170,1,0,benign,benign
6,5,2,441,1,0,benign,benign
6,5,2,231,0,1,malignant,malignant
6,5,2,269,1,0,benign,benign
6,5,2,130,1,0,benign,benign
6,5,2,425,0,1,malignant,malignant
6,5,2,17,1,0,benign,benign
6,5,2,403,1,0,benign,benign
6,5,2,304,0.1,0.9,malignant,malignant
6,5,2,374,1,0,benign,benign
6,5,2,10,1,0,benign,benign
6,5,2,273,0.7,0.3,benign,malignant
6,5,2,6,0.6,0.4,benign,benign
6,5,2,647,1,0,benign,benign
6,5,2,571,0,1,malignant,malignant
6,5,2,555,0.9,0.1,benign,benign
6,5,2,66,1,0,benign,benign
6,5,2,238,0.3,0.7,malignant,malignant
6,5,2,535,1,0,benign,benign
6,5,2,565,0,1,malignant,malignant
6,5,2,529,1,0,benign,benign
6,5,2,131,1,0,benign,benign
6,5,2,109,0,1,malignant,malignant
6,5,2,443,1,0,benign,benign
6,5,2,275,0.898413,0.101587,benign,benign
6,5,2,74,0.6,0.4,benign,malignant
6,5,2,378,1,0,benign,benign
6,5,2,148,0.8,0.2,benign,benign
6,5,2,466,0,1,malignant,malignant
6,5,2,157,1,0,benign,benign
6,5,2,145,0.898413,0.101587,benign,benign
6,5,2,155,0.3,0.7,malignant,malignant
6,5,2,169,1,0,benign,benign
6,5,2,81,1,0,benign,benign
6,5,2,160,0,1,malignant,malignant
6,5,2,69,1,0,benign,benign
6,5,2,165,1,0,benign,benign
6,5,2,18,0.1,0.9,malignant,malignant
6,5,2,338,1,0,benign,benign
6,5,2,351,1,0,benign,benign
6,5,2,107,0,1,malignant,malignant
6,5,2,511,1,0,benign,benign
6,5,2,249,0.99461,0.00539,benign,benign
6,5,2,326,0.4,0.6,malignant,malignant
6,5,2,426,0.7,0.3,benign,benign
6,5,2,354,1,0,benign,benign
6,5,2,187,0,1,malignant,malignant
6,5,2,78,1,0,benign,benign
6,5,2,514,0,1,malignant,malignant
6,5,2,314,1,0,benign,benign
6,5,2,141,1,0,benign,benign
6,5,2,421,0,1,malignant,malignant
6,5,2,450,1,0,benign,benign
6,5,2,297,0.547516,0.452484,benign,benign
6,5,2,223,0.2,0.8,malignant,malignant
6,5,2,627,1,0,benign,benign
6,5,2,470,1,0,benign,benign
6,5,2,329,0,1,malignant,malignant
6,5,2,310,1,0,benign,benign
6,5,3,537,1,0,benign,benign
6,5,3,41,0.2,0.8,malignant,malignant
6,5,3,637,0.9,0.1,benign,benign
6,5,3,207,1,0,benign,benign
6,5,3,696,0,1,malignant,malignant
6,5,3,363,0.7,0.3,benign,benign
6,5,3,476,1,0,benign,benign
6,5,3,668,0.4,0.6,malignant,malignant
6,5,3,429,1,0,benign,benign
6,5,3,291,1,0,benign,benign
6,5,3,336,0.2,0.8,malignant,malignant
6,5,3,170,1,0,benign,benign
6,5,3,441,0.7,0.3,benign,benign
6,5,3,231,0.1,0.9,malignant,malignant
6,5,3,269,1,0,benign,benign
6,5,3,130,1,0,benign,benign
6,5,3,425,0,1,malignant,malignant
6,5,3,17,1,0,benign,benign
6,5,3,403,1,0,benign,benign
6,5,3,304,0.2,0.8,malignant,malignant
6,5,3,374,1,0,benign,benign
6,5,3,10,1,0,benign,benign
6,5,3,273,0.5,0.5,benign,malignant
6,5,3,6,0.9,0.1,benign,benign
6,5,3,647,1,0,benign,benign
6,5,3,571,0,1,malignant,malignant
6,5,3,555,0.6,0.4,benign,benign
6,5,3,66,1,0,benign,benign
6,5,3,238,0.2,0.8,malignant,malignant
6,5,3,535,0.9,0.1,benign,benign
6,5,3,565,0,1,malignant,malignant
6,5,3,529,1,0,benign,benign
6,5,3,131,1,0,benign,benign
6,5,3,109,0.1,0.9,malignant,malignant
6,5,3,443,1,0,benign,benign
6,5,3,275,0.943113,0.056887,benign,benign
6,5,3,74,0.6,0.4,benign,malignant
6,5,3,378,1,0,benign,benign
6,5,3,148,0.7,0.3,benign,benign
6,5,3,466,0,1,malignant,malignant
6,5,3,157,1,0,benign,benign
6,5,3,145,0.943113,0.056887,benign,benign
6,5,3,155,0.6,0.4,benign,malignant
6,5,3,169,1,0,benign,benign
6,5,3,81,1,0,benign,benign
6,5,3,160,0,1,malignant,malignant
6,5,3,69,1,0,benign,benign
6,5,3,165,1,0,benign,benign
6,5,3,18,0.1,0.9,malignant,malignant
6,5,3,338,1,0,benign,benign
6,5,3,351,1,0,benign,benign
6,5,3,107,0,1,malignant,malignant
6,5,3,511,1,0,benign,benign
6,5,3,249,0.998113,0.001887,benign,benign
6,5,3,326,0.3,0.7,malignant,malignant
6,5,3,426,1,0,benign,benign
6,5,3,354,1,0,benign,benign
6,5,3,187,0,1,malignant,malignant
6,5,3,78,1,0,benign,benign
6,5,3,514,0,1,malignant,malignant
6,5,3,314,1,0,benign,benign
6,5,3,141,1,0,benign,benign
6,5,3,421,0.1,0.9,malignant,malignant
6,5,3,450,1,0,benign,benign
6,5,3,297,0.943113,0.056887,benign,benign
6,5,3,223,0,1,malignant,malignant
6,5,3,627,1,0,benign,benign
6,5,3,470,1,0,benign,benign
6,5,3,329,0,1,malignant,malignant
6,5,3,310,1,0,benign,benign
6,5,4,537,1,0,benign,benign
6,5,4,41,0.1,0.9,malignant,malignant
6,5,4,637,0.9,0.1,benign,benign
6,5,4,207,1,0,benign,benign
6,5,4,696,0.1,0.9,malignant,malignant
6,5,4,363,0.5,0.5,benign,benign
6,5,4,476,1,0,benign,benign
6,5,4,668,0.4,0.6,malignant,malignant
6,5,4,429,1,0,benign,benign
6,5,4,291,1,0,benign,benign
6,5,4,336,0,1,malignant,malignant
6,5,4,170,1,0,benign,benign
6,5,4,441,0.8,0.2,benign,benign
6,5,4,231,0,1,malignant,malignant
6,5,4,269,1,0,benign,benign
6,5,4,130,1,0,benign,benign
6,5,4,425,0,1,malignant,malignant
6,5,4,17,1,0,benign,benign
6,5,4,403,1,0,benign,benign
6,5,4,304,0,1,malignant,malignant
6,5,4,374,1,0,benign,benign
6,5,4,10,1,0,benign,benign
6,5,4,273,0.6,0.4,benign,malignant
6,5,4,6,0.907059,0.092941,benign,benign
6,5,4,647,1,0,benign,benign
6,5,4,571,0,1,malignant,malignant
6,5,4,555,0.8,0.2,benign,benign
6,5,4,66,1,0,benign,benign
6,5,4,238,0.1,0.9,malignant,malignant
6,5,4,535,0.9,0.1,benign,benign
6,5,4,565,0,1,malignant,malignant
6,5,4,529,1,0,benign,benign
6,5,4,131,1,0,benign,benign
6,5,4,109,0,1,malignant,malignant
6,5,4,443,1,0,benign,benign
6,5,4,275,0.940625,0.059375,benign,benign
6,5,4,74,0.3,0.7,malignant,malignant
6,5,4,378,1,0,benign,benign
6,5,4,148,0.6,0.4,benign,benign
6,5,4,466,0,1,malignant,malignant
6,5,4,157,1,0,benign,benign
6,5,4,145,0.940625,0.059375,benign,benign
6,5,4,155,0.3,0.7,malignant,malignant
6,5,4,169,1,0,benign,benign
6,5,4,81,1,0,benign,benign
6,5,4,160,0,1,malignant,malignant
6,5,4,69,1,0,benign,benign
6,5,4,165,1,0,benign,benign
6,5,4,18,0,1,malignant,malignant
6,5,4,338,1,0,benign,benign
6,5,4,351,1,0,benign,benign
6,5,4,107,0,1,malignant,malignant
6,5,4,511,1,0,benign,benign
6,5,4,249,0.996471,0.003529,benign,benign
6,5,4,326,0.207059,0.792941,malignant,malignant
6,5,4,426,0.7,0.3,benign,benign
6,5,4,354,1,0,benign,benign
6,5,4,187,0,1,malignant,malignant
6,5,4,78,1,0,benign,benign
6,5,4,514,0,1,malignant,malignant
6,5,4,314,1,0,benign,benign
6,5,4,141,1,0,benign,benign
6,5,4,421,0.2,0.8,malignant,malignant
6,5,4,450,0.9,0.1,benign,benign
6,5,4,297,0.621516,0.378484,benign,benign
6,5,4,223,0,1,malignant,malignant
6,5,4,627,1,0,benign,benign
6,5,4,470,1,0,benign,benign
6,5,4,329,0,1,malignant,malignant
6,5,4,310,1,0,benign,benign
6,5,5,537,1,0,benign,benign
6,5,5,41,0.1,0.9,malignant,malignant
6,5,5,637,0.9,0.1,benign,benign
6,5,5,207,1,0,benign,benign
6,5,5,696,0,1,malignant,malignant
6,5,5,363,0.8,0.2,benign,benign
6,5,5,476,1,0,benign,benign
6,5,5,668,0,1,malignant,malignant
6,5,5,429,1,0,benign,benign
6,5,5,291,1,0,benign,benign
6,5,5,336,0.2,0.8,malignant,malignant
6,5,5,170,1,0,benign,benign
6,5,5,441,1,0,benign,benign
6,5,5,231,0,1,malignant,malignant
6,5,5,269,1,0,benign,benign
6,5,5,130,1,0,benign,benign
6,5,5,425,0,1,malignant,malignant
6,5,5,17,1,0,benign,benign
6,5,5,403,1,0,benign,benign
6,5,5,304,0,1,malignant,malignant
6,5,5,374,1,0,benign,benign
6,5,5,10,1,0,benign,benign
6,5,5,273,0.6,0.4,benign,malignant
6,5,5,6,1,0,benign,benign
6,5,5,647,1,0,benign,benign
6,5,5,571,0,1,malignant,malignant
6,5,5,555,0.4,0.6,malignant,benign
6,5,5,66,1,0,benign,benign
6,5,5,238,0,1,malignant,malignant
6,5,5,535,1,0,benign,benign
6,5,5,565,0,1,malignant,malignant
6,5,5,529,1,0,benign,benign
6,5,5,131,1,0,benign,benign
6,5,5,109,0,1,malignant,malignant
6,5,5,443,1,0,benign,benign
6,5,5,275,0.962165,0.037835,benign,benign
6,5,5,74,0.1,0.9,malignant,malignant
6,5,5,378,1,0,benign,benign
6,5,5,148,0.5,0.5,benign,benign
6,5,5,466,0,1,malignant,malignant
6,5,5,157,1,0,benign,benign
6,5,5,145,0.962165,0.037835,benign,benign
6,5,5,155,0.3,0.7,malignant,malignant
6,5,5,169,1,0,benign,benign
6,5,5,81,1,0,benign,benign
6,5,5,160,0,1,malignant,malignant
6,5,5,69,1,0,benign,benign
6,5,5,165,1,0,benign,benign
6,5,5,18,0,1,malignant,malignant
6,5,5,338,1,0,benign,benign
6,5,5,351,1,0,benign,benign
6,5,5,107,0,1,malignant,malignant
6,5,5,511,1,0,benign,benign
6,5,5,249,1,0,benign,benign
6,5,5,326,0.3,0.7,malignant,malignant
6,5,5,426,1,0,benign,benign
6,5,5,354,1,0,benign,benign
6,5,5,187,0,1,malignant,malignant
6,5,5,78,1,0,benign,benign
6,5,5,514,0,1,malignant,malignant
6,5,5,314,1,0,benign,benign
6,5,5,141,1,0,benign,benign
6,5,5,421,0,1,malignant,malignant
6,5,5,450,0.9,0.1,benign,benign
6,5,5,297,0.885117,0.114883,benign,benign
6,5,5,223,0.1,0.9,malignant,malignant
6,5,5,627,1,0,benign,benign
6,5,5,470,1,0,benign,benign
6,5,5,329,0,1,malignant,malignant
6,5,5,310,1,0,benign,benign
6,5,6,537,1,0,benign,benign
6,5,6,41,0,1,malignant,malignant
6,5,6,637,0.8,0.2,benign,benign
6,5,6,207,1,0,benign,benign
6,5,6,696,0,1,malignant,malignant
6,5,6,363,0.8,0.2,benign,benign
6,5,6,476,1,0,benign,benign
6,5,6,668,0.2,0.8,malignant,malignant
6,5,6,429,1,0,benign,benign
6,5,6,291,1,0,benign,benign
6,5,6,336,0.1,0.9,malignant,malignant
6,5,6,170,1,0,benign,benign
6,5,6,441,0.806433,0.193567,benign,benign
6,5,6,231,0.1,0.9,malignant,malignant
6,5,6,269,1,0,benign,benign
6,5,6,130,1,0,benign,benign
6,5,6,425,0,1,malignant,malignant
6,5,6,17,1,0,benign,benign
6,5,6,403,1,0,benign,benign
6,5,6,304,0,1,malignant,malignant
6,5,6,374,1,0,benign,benign
6,5,6,10,1,0,benign,benign
6,5,6,273,0.6,0.4,benign,malignant
6,5,6,6,0.901282,0.098718,benign,benign
6,5,6,647,1,0,benign,benign
6,5,6,571,0.1,0.9,malignant,malignant
6,5,6,555,0.6,0.4,benign,benign
6,5,6,66,1,0,benign,benign
6,5,6,238,0,1,malignant,malignant
6,5,6,535,1,0,benign,benign
6,5,6,565,0,1,malignant,malignant
6,5,6,529,1,0,benign,benign
6,5,6,131,1,0,benign,benign
6,5,6,109,0.1,0.9,malignant,malignant
6,5,6,443,1,0,benign,benign
6,5,6,275,0.999679,0.000321,benign,benign
6,5,6,74,0.2,0.8,malignant,malignant
6,5,6,378,1,0,benign,benign
6,5,6,148,0.5,0.5,benign,benign
6,5,6,466,0,1,malignant,malignant
6,5,6,157,1,0,benign,benign
6,5,6,145,0.999679,0.000321,benign,benign
6,5,6,155,0,1,malignant,malignant
6,5,6,169,1,0,benign,benign
6,5,6,81,1,0,benign,benign
6,5,6,160,0,1,malignant,malignant
6,5,6,69,1,0,benign,benign
6,5,6,165,1,0,benign,benign
6,5,6,18,0,1,malignant,malignant
6,5,6,338,1,0,benign,benign
6,5,6,351,1,0,benign,benign
6,5,6,107,0.1,0.9,malignant,malignant
6,5,6,511,1,0,benign,benign
6,5,6,249,0.999679,0.000321,benign,benign
6,5,6,326,0.2,0.8,malignant,malignant
6,5,6,426,0.7,0.3,benign,benign
6,5,6,354,1,0,benign,benign
6,5,6,187,0,1,malignant,malignant
6,5,6,78,1,0,benign,benign
6,5,6,514,0,1,malignant,malignant
6,5,6,314,1,0,benign,benign
6,5,6,141,1,0,benign,benign
6,5,6,421,0,1,malignant,malignant
6,5,6,450,1,0,benign,benign
6,5,6,297,0.708912,0.291088,benign,benign
6,5,6,223,0.1,0.9,malignant,malignant
6,5,6,627,1,0,benign,benign
6,5,6,470,1,0,benign,benign
6,5,6,329,0,1,malignant,malignant
6,5,6,310,1,0,benign,benign
6,5,7,537,1,0,benign,benign
6,5,7,41,0,1,malignant,malignant
6,5,7,637,0.7,0.3,benign,benign
6,5,7,207,1,0,benign,benign
6,5,7,696,0,1,malignant,malignant
6,5,7,363,0.5,0.5,malignant,benign
6,5,7,476,1,0,benign,benign
6,5,7,668,0.5,0.5,benign,malignant
6,5,7,429,1,0,benign,benign
6,5,7,291,1,0,benign,benign
6,5,7,336,0.3,0.7,malignant,malignant
6,5,7,170,1,0,benign,benign
6,5,7,441,0.7,0.3,benign,benign
6,5,7,231,0,1,malignant,malignant
6,5,7,269,1,0,benign,benign
6,5,7,130,1,0,benign,benign
6,5,7,425,0,1,malignant,malignant
6,5,7,17,1,0,benign,benign
6,5,7,403,1,0,benign,benign
6,5,7,304,0,1,malignant,malignant
6,5,7,374,1,0,benign,benign
6,5,7,10,1,0,benign,benign
6,5,7,273,0.4,0.6,malignant,malignant
6,5,7,6,0.905497,0.094503,benign,benign
6,5,7,647,1,0,benign,benign
6,5,7,571,0,1,malignant,malignant
6,5,7,555,0.6,0.4,benign,benign
6,5,7,66,1,0,benign,benign
6,5,7,238,0,1,malignant,malignant
6,5,7,535,1,0,benign,benign
6,5,7,565,0,1,malignant,malignant
6,5,7,529,1,0,benign,benign
6,5,7,131,1,0,benign,benign
6,5,7,109,0,1,malignant,malignant
6,5,7,443,1,0,benign,benign
6,5,7,275,0.996919,0.003081,benign,benign
6,5,7,74,0.1,0.9,malignant,malignant
6,5,7,378,1,0,benign,benign
6,5,7,148,0.8,0.2,benign,benign
6,5,7,466,0,1,malignant,malignant
6,5,7,157,1,0,benign,benign
6,5,7,145,0.999215,0.000785,benign,benign
6,5,7,155,0.5,0.5,benign,malignant
6,5,7,169,1,0,benign,benign
6,5,7,81,1,0,benign,benign
6,5,7,160,0,1,malignant,malignant
6,5,7,69,1,0,benign,benign
6,5,7,165,1,0,benign,benign
6,5,7,18,0.1,0.9,malignant,malignant
6,5,7,338,1,0,benign,benign
6,5,7,351,1,0,benign,benign
6,5,7,107,0.2,0.8,malignant,malignant
6,5,7,511,1,0,benign,benign
6,5,7,249,0.999215,0.000785,benign,benign
6,5,7,326,0.304261,0.695739,malignant,malignant
6,5,7,426,0.6,0.4,benign,benign
6,5,7,354,1,0,benign,benign
6,5,7,187,0,1,malignant,malignant
6,5,7,78,1,0,benign,benign
6,5,7,514,0.1,0.9,malignant,malignant
6,5,7,314,1,0,benign,benign
6,5,7,141,1,0,benign,benign
6,5,7,421,0,1,malignant,malignant
6,5,7,450,1,0,benign,benign
6,5,7,297,0.745698,0.254302,benign,benign
6,5,7,223,0,1,malignant,malignant
6,5,7,627,1,0,benign,benign
6,5,7,470,1,0,benign,benign
6,5,7,329,0,1,malignant,malignant
6,5,7,310,1,0,benign,benign
6,6,0,420,1,0,benign,benign
6,6,0,698,0.4,0.6,malignant,malignant
6,6,0,536,1,0,benign,benign
6,6,0,180,1,0,benign,benign
6,6,0,412,0.1,0.9,malignant,malignant
6,6,0,424,1,0,benign,benign
6,6,0,294,0.997297,0.002703,benign,benign
6,6,0,206,0.2,0.8,malignant,malignant
6,6,0,202,1,0,benign,benign
6,6,0,164,0.997297,0.002703,benign,benign
6,6,0,200,0,1,malignant,malignant
6,6,0,82,1,0,benign,benign
6,6,0,526,1,0,benign,benign
6,6,0,300,0.1,0.9,malignant,malignant
6,6,0,439,1,0,benign,benign
6,6,0,377,1,0,benign,benign
6,6,0,636,0,1,malignant,malignant
6,6,0,616,1,0,benign,benign
6,6,0,605,0.1,0.9,malignant,malignant
6,6,0,485,1,0,benign,benign
6,6,0,372,1,0,benign,benign
6,6,0,179,0.6,0.4,benign,malignant
6,6,0,545,1,0,benign,benign
6,6,0,97,1,0,benign,benign
6,6,0,292,0.16,0.84,malignant,malignant
6,6,0,34,1,0,benign,benign
6,6,0,602,1,0,benign,benign
6,6,0,506,0,1,malignant,malignant
6,6,0,369,1,0,benign,benign
6,6,0,75,0.9,0.1,benign,benign
6,6,0,151,0,1,malignant,malignant
6,6,0,600,1,0,benign,benign
6,6,0,185,1,0,benign,benign
6,6,0,523,0.1,0.9,malignant,malignant
6,6,0,575,1,0,benign,benign
6,6,0,615,1,0,benign,benign
6,6,0,603,0.2,0.8,malignant,malignant
6,6,0,662,1,0,benign,benign
6,6,0,409,1,0,benign,benign
6,6,0,588,0.5,0.5,benign,malignant
6,6,0,618,1,0,benign,benign
6,6,0,182,1,0,benign,benign
6,6,0,522,0.3,0.7,malignant,malignant
6,6,0,533,1,0,benign,benign
6,6,0,368,1,0,benign,benign
6,6,0,611,0.2,0.8,malignant,malignant
6,6,0,219,0.9,0.1,benign,benign
6,6,0,581,0,1,malignant,malignant
6,6,0,654,1,0,benign,benign
6,6,0,362,1,0,benign,benign
6,6,0,358,0,1,malignant,malignant
6,6,0,8,1,0,benign,benign
6,6,0,509,1,0,benign,benign
6,6,0,71,0.3,0.7,malignant,malignant
6,6,0,504,1,0,benign,benign
6,6,0,114,0.8,0.2,benign,benign
6,6,0,255,0.4,0.6,malignant,malignant
6,6,0,617,0.997297,0.002703,benign,benign
6,6,0,245,1,0,benign,benign
6,6,0,190,0,1,malignant,malignant
6,6,0,181,1,0,benign,benign
6,6,0,311,1,0,benign,benign
6,6,0,215,0.1,0.9,malignant,malignant
6,6,0,690,1,0,benign,benign
6,6,0,7,1,0,benign,benign
6,6,0,159,0,1,malignant,malignant
6,6,0,521,1,0,benign,benign
6,6,0,573,1,0,benign,benign
6,6,0,188,0,1,malignant,malignant
6,6,0,407,1,0,benign,benign
6,6,1,420,0.8,0.2,benign,benign
6,6,1,698,0.3,0.7,malignant,malignant
6,6,1,536,1,0,benign,benign
6,6,1,180,1,0,benign,benign
6,6,1,412,0,1,malignant,malignant
6,6,1,424,1,0,benign,benign
6,6,1,294,0.948319,0.051681,benign,benign
6,6,1,206,0.2,0.8,malignant,malignant
6,6,1,202,1,0,benign,benign
6,6,1,164,0.935084,0.064916,benign,benign
6,6,1,200,0,1,malignant,malignant
6,6,1,82,1,0,benign,benign
6,6,1,526,1,0,benign,benign
6,6,1,300,0,1,malignant,malignant
6,6,1,439,1,0,benign,benign
6,6,1,377,1,0,benign,benign
6,6,1,636,0,1,malignant,malignant
6,6,1,616,1,0,benign,benign
6,6,1,605,0.1,0.9,malignant,malignant
6,6,1,485,0.8,0.2,benign,benign
6,6,1,372,1,0,benign,benign
6,6,1,179,0.5,0.5,benign,malignant
6,6,1,545,1,0,benign,benign
6,6,1,97,1,0,benign,benign
6,6,1,292,0.158889,0.841111,malignant,malignant
6,6,1,34,1,0,benign,benign
6,6,1,602,1,0,benign,benign
6,6,1,506,0.3,0.7,malignant,malignant
6,6,1,369,1,0,benign,benign
6,6,1,75,1,0,benign,benign
6,6,1,151,0.1,0.9,malignant,malignant
6,6,1,600,1,0,benign,benign
6,6,1,185,1,0,benign,benign
6,6,1,523,0.1,0.9,malignant,malignant
6,6,1,575,1,0,benign,benign
6,6,1,615,1,0,benign,benign
6,6,1,603,0.1,0.9,malignant,malignant
6,6,1,662,1,0,benign,benign
6,6,1,409,1,0,benign,benign
6,6,1,588,0.5,0.5,benign,malignant
6,6,1,618,1,0,benign,benign
6,6,1,182,1,0,benign,benign
6,6,1,522,0.2,0.8,malignant,malignant
6,6,1,533,1,0,benign,benign
6,6,1,368,1,0,benign,benign
6,6,1,611,0.1,0.9,malignant,malignant
6,6,1,219,0.9,0.1,benign,benign
6,6,1,581,0,1,malignant,malignant
6,6,1,654,1,0,benign,benign
6,6,1,362,0.9,0.1,benign,benign
6,6,1,358,0.2,0.8,malignant,malignant
6,6,1,8,1,0,benign,benign
6,6,1,509,1,0,benign,benign
6,6,1,71,0.3,0.7,malignant,malignant
6,6,1,504,1,0,benign,benign
6,6,1,114,0.9,0.1,benign,benign
6,6,1,255,0.4,0.6,malignant,malignant
6,6,1,617,0.948319,0.051681,benign,benign
6,6,1,245,0.9,0.1,benign,benign
6,6,1,190,0.1,0.9,malignant,malignant
6,6,1,181,1,0,benign,benign
6,6,1,311,1,0,benign,benign
6,6,1,215,0,1,malignant,malignant
6,6,1,690,1,0,benign,benign
6,6,1,7,1,0,benign,benign
6,6,1,159,0,1,malignant,malignant
6,6,1,521,1,0,benign,benign
6,6,1,573,1,0,benign,benign
6,6,1,188,0.1,0.9,malignant,malignant
6,6,1,407,1,0,benign,benign
6,6,2,420,1,0,benign,benign
6,6,2,698,0.5,0.5,benign,malignant
6,6,2,536,1,0,benign,benign
6,6,2,180,1,0,benign,benign
6,6,2,412,0.1,0.9,malignant,malignant
6,6,2,424,1,0,benign,benign
6,6,2,294,0.99461,0.00539,benign,benign
6,6,2,206,0.4,0.6,malignant,malignant
6,6,2,202,1,0,benign,benign
6,6,2,164,0.99461,0.00539,benign,benign
6,6,2,200,0,1,malignant,malignant
6,6,2,82,1,0,benign,benign
6,6,2,526,1,0,benign,benign
6,6,2,300,0,1,malignant,malignant
6,6,2,439,1,0,benign,benign
6,6,2,377,1,0,benign,benign
6,6,2,636,0,1,malignant,malignant
6,6,2,616,1,0,benign,benign
6,6,2,605,0,1,malignant,malignant
6,6,2,485,1,0,benign,benign
6,6,2,372,1,0,benign,benign
6,6,2,179,0.4,0.6,malignant,malignant
6,6,2,545,1,0,benign,benign
6,6,2,97,1,0,benign,benign
6,6,2,292,0.101897,0.898103,malignant,malignant
6,6,2,34,1,0,benign,benign
6,6,2,602,1,0,benign,benign
6,6,2,506,0.2,0.8,malignant,malignant
6,6,2,369,1,0,benign,benign
6,6,2,75,0.8,0.2,benign,benign
6,6,2,151,0,1,malignant,malignant
6,6,2,600,1,0,benign,benign
6,6,2,185,1,0,benign,benign
6,6,2,523,0,1,malignant,malignant
6,6,2,575,1,0,benign,benign
6,6,2,615,1,0,benign,benign
6,6,2,603,0,1,malignant,malignant
6,6,2,662,1,0,benign,benign
6,6,2,409,1,0,benign,benign
6,6,2,588,0.6,0.4,benign,malignant
6,6,2,618,1,0,benign,benign
6,6,2,182,1,0,benign,benign
6,6,2,522,0.3,0.7,malignant,malignant
6,6,2,533,1,0,benign,benign
6,6,2,368,1,0,benign,benign
6,6,2,611,0.2,0.8,malignant,malignant
6,6,2,219,1,0,benign,benign
6,6,2,581,0,1,malignant,malignant
6,6,2,654,1,0,benign,benign
6,6,2,362,1,0,benign,benign
6,6,2,358,0.1,0.9,malignant,malignant
6,6,2,8,1,0,benign,benign
6,6,2,509,1,0,benign,benign
6,6,2,71,0.7,0.3,benign,malignant
6,6,2,504,1,0,benign,benign
6,6,2,114,1,0,benign,benign
6,6,2,255,0.2,0.8,malignant,malignant
6,6,2,617,0.99461,0.00539,benign,benign
6,6,2,245,1,0,benign,benign
6,6,2,190,0,1,malignant,malignant
6,6,2,181,1,0,benign,benign
6,6,2,311,1,0,benign,benign
6,6,2,215,0.1,0.9,malignant,malignant
6,6,2,690,1,0,benign,benign
6,6,2,7,1,0,benign,benign
6,6,2,159,0,1,malignant,malignant
6,6,2,521,1,0,benign,benign
6,6,2,573,1,0,benign,benign
6,6,2,188,0.1,0.9,malignant,malignant
6,6,2,407,1,0,benign,benign
6,6,3,420,1,0,benign,benign
6,6,3,698,0.2,0.8,malignant,malignant
6,6,3,536,1,0,benign,benign
6,6,3,180,1,0,benign,benign
6,6,3,412,0,1,malignant,malignant
6,6,3,424,1,0,benign,benign
6,6,3,294,0.998113,0.001887,benign,benign
6,6,3,206,0.1,0.9,malignant,malignant
6,6,3,202,1,0,benign,benign
6,6,3,164,0.996327,0.003673,benign,benign
6,6,3,200,0,1,malignant,malignant
6,6,3,82,1,0,benign,benign
6,6,3,526,1,0,benign,benign
6,6,3,300,0,1,malignant,malignant
6,6,3,439,1,0,benign,benign
6,6,3,377,1,0,benign,benign
6,6,3,636,0,1,malignant,malignant
6,6,3,616,1,0,benign,benign
6,6,3,605,0,1,malignant,malignant
6,6,3,485,1,0,benign,benign
6,6,3,372,1,0,benign,benign
6,6,3,179,0.6,0.4,benign,malignant
6,6,3,545,1,0,benign,benign
6,6,3,97,1,0,benign,benign
6,6,3,292,0.198113,0.801887,malignant,malignant
6,6,3,34,1,0,benign,benign
6,6,3,602,1,0,benign,benign
6,6,3,506,0,1,malignant,malignant
6,6,3,369,1,0,benign,benign
6,6,3,75,0.9,0.1,benign,benign
6,6,3,151,0,1,malignant,malignant
6,6,3,600,1,0,benign,benign
6,6,3,185,1,0,benign,benign
6,6,3,523,0,1,malignant,malignant
6,6,3,575,1,0,benign,benign
6,6,3,615,1,0,benign,benign
6,6,3,603,0.2,0.8,malignant,malignant
6,6,3,662,1,0,benign,benign
6,6,3,409,1,0,benign,benign
6,6,3,588,0.3,0.7,malignant,malignant
6,6,3,618,1,0,benign,benign
6,6,3,182,1,0,benign,benign
6,6,3,522,0.4,0.6,malignant,malignant
6,6,3,533,1,0,benign,benign
6,6,3,368,1,0,benign,benign
6,6,3,611,0,1,malignant,malignant
6,6,3,219,1,0,benign,benign
6,6,3,581,0,1,malignant,malignant
6,6,3,654,1,0,benign,benign
6,6,3,362,1,0,benign,benign
6,6,3,358,0,1,malignant,malignant
6,6,3,8,1,0,benign,benign
6,6,3,509,1,0,benign,benign
6,6,3,71,0.1,0.9,malignant,malignant
6,6,3,504,1,0,benign,benign
6,6,3,114,0.8,0.2,benign,benign
6,6,3,255,0.4,0.6,malignant,malignant
6,6,3,617,0.998113,0.001887,benign,benign
6,6,3,245,1,0,benign,benign
6,6,3,190,0,1,malignant,malignant
6,6,3,181,1,0,benign,benign
6,6,3,311,1,0,benign,benign
6,6,3,215,0,1,malignant,malignant
6,6,3,690,1,0,benign,benign
6,6,3,7,1,0,benign,benign
6,6,3,159,0,1,malignant,malignant
6,6,3,521,1,0,benign,benign
6,6,3,573,1,0,benign,benign
6,6,3,188,0,1,malignant,malignant
6,6,3,407,1,0,benign,benign
6,6,4,420,0.8,0.2,benign,benign
6,6,4,698,0.3,0.7,malignant,malignant
6,6,4,536,1,0,benign,benign
6,6,4,180,1,0,benign,benign
6,6,4,412,0,1,malignant,malignant
6,6,4,424,1,0,benign,benign
6,6,4,294,1,0,benign,benign
6,6,4,206,0.1,0.9,malignant,malignant
6,6,4,202,1,0,benign,benign
6,6,4,164,0.956212,0.043788,benign,benign
6,6,4,200,0,1,malignant,malignant
6,6,4,82,1,0,benign,benign
6,6,4,526,1,0,benign,benign
6,6,4,300,0.1,0.9,malignant,malignant
6,6,4,439,1,0,benign,benign
6,6,4,377,1,0,benign,benign
6,6,4,636,0,1,malignant,malignant
6,6,4,616,1,0,benign,benign
6,6,4,605,0,1,malignant,malignant
6,6,4,485,0.9,0.1,benign,benign
6,6,4,372,1,0,benign,benign
6,6,4,179,0.4,0.6,malignant,malignant
6,6,4,545,1,0,benign,benign
6,6,4,97,1,0,benign,benign
6,6,4,292,0.203848,0.796152,malignant,malignant
6,6,4,34,1,0,benign,benign
6,6,4,602,1,0,benign,benign
6,6,4,506,0.2,0.8,malignant,malignant
6,6,4,369,1,0,benign,benign
6,6,4,75,0.7,0.3,benign,benign
6,6,4,151,0,1,malignant,malignant
6,6,4,600,1,0,benign,benign
6,6,4,185,1,0,benign,benign
6,6,4,523,0,1,malignant,malignant
6,6,4,575,1,0,benign,benign
6,6,4,615,1,0,benign,benign
6,6,4,603,0,1,malignant,malignant
6,6,4,662,1,0,benign,benign
6,6,4,409,1,0,benign,benign
6,6,4,588,0,1,malignant,malignant
6,6,4,618,1,0,benign,benign
6,6,4,182,1,0,benign,benign
6,6,4,522,0,1,malignant,malignant
6,6,4,533,1,0,benign,benign
6,6,4,368,1,0,benign,benign
6,6,4,611,0,1,malignant,malignant
6,6,4,219,1,0,benign,benign
6,6,4,581,0,1,malignant,malignant
6,6,4,654,1,0,benign,benign
6,6,4,362,1,0,benign,benign
6,6,4,358,0.2,0.8,malignant,malignant
6,6,4,8,1,0,benign,benign
6,6,4,509,1,0,benign,benign
6,6,4,71,0.5,0.5,benign,malignant
6,6,4,504,1,0,benign,benign
6,6,4,114,0.8,0.2,benign,benign
6,6,4,255,0.2,0.8,malignant,malignant
6,6,4,617,0.995714,0.004286,benign,benign
6,6,4,245,1,0,benign,benign
6,6,4,190,0,1,malignant,malignant
6,6,4,181,1,0,benign,benign
6,6,4,311,1,0,benign,benign
6,6,4,215,0.1,0.9,malignant,malignant
6,6,4,690,1,0,benign,benign
6,6,4,7,1,0,benign,benign
6,6,4,159,0,1,malignant,malignant
6,6,4,521,1,0,benign,benign
6,6,4,573,1,0,benign,benign
6,6,4,188,0,1,malignant,malignant
6,6,4,407,1,0,benign,benign
6,6,5,420,0.8,0.2,benign,benign
6,6,5,698,0.5,0.5,benign,malignant
6,6,5,536,1,0,benign,benign
6,6,5,180,1,0,benign,benign
6,6,5,412,0.1,0.9,malignant,malignant
6,6,5,424,1,0,benign,benign
6,6,5,294,1,0,benign,benign
6,6,5,206,0,1,malignant,malignant
6,6,5,202,1,0,benign,benign
6,6,5,164,0.927384,0.072616,benign,benign
6,6,5,200,0,1,malignant,malignant
6,6,5,82,1,0,benign,benign
6,6,5,526,1,0,benign,benign
6,6,5,300,0.1,0.9,malignant,malignant
6,6,5,439,1,0,benign,benign
6,6,5,377,1,0,benign,benign
6,6,5,636,0,1,malignant,malignant
6,6,5,616,1,0,benign,benign
6,6,5,605,0,1,malignant,malignant
6,6,5,485,1,0,benign,benign
6,6,5,372,1,0,benign,benign
6,6,5,179,0.5,0.5,benign,malignant
6,6,5,545,1,0,benign,benign
6,6,5,97,1,0,benign,benign
6,6,5,292,0.206998,0.793002,malignant,malignant
6,6,5,34,1,0,benign,benign
6,6,5,602,1,0,benign,benign
6,6,5,506,0.1,0.9,malignant,malignant
6,6,5,369,1,0,benign,benign
6,6,5,75,0.9,0.1,benign,benign
6,6,5,151,0.1,0.9,malignant,malignant
6,6,5,600,1,0,benign,benign
6,6,5,185,1,0,benign,benign
6,6,5,523,0,1,malignant,malignant
6,6,5,575,1,0,benign,benign
6,6,5,615,1,0,benign,benign
6,6,5,603,0.1,0.9,malignant,malignant
6,6,5,662,1,0,benign,benign
6,6,5,409,1,0,benign,benign
6,6,5,588,0.1,0.9,malignant,malignant
6,6,5,618,1,0,benign,benign
6,6,5,182,1,0,benign,benign
6,6,5,522,0.1,0.9,malignant,malignant
6,6,5,533,1,0,benign,benign
6,6,5,368,1,0,benign,benign
6,6,5,611,0,1,malignant,malignant
6,6,5,219,1,0,benign,benign
6,6,5,581,0,1,malignant,malignant
6,6,5,654,1,0,benign,benign
6,6,5,362,0.8,0.2,benign,benign
6,6,5,358,0.1,0.9,malignant,malignant
6,6,5,8,1,0,benign,benign
6,6,5,509,1,0,benign,benign
6,6,5,71,0.1,0.9,malignant,malignant
6,6,5,504,1,0,benign,benign
6,6,5,114,0.8,0.2,benign,benign
6,6,5,255,0.3,0.7,malignant,malignant
6,6,5,617,1,0,benign,benign
6,6,5,245,1,0,benign,benign
6,6,5,190,0,1,malignant,malignant
6,6,5,181,1,0,benign,benign
6,6,5,311,1,0,benign,benign
6,6,5,215,0,1,malignant,malignant
6,6,5,690,1,0,benign,benign
6,6,5,7,1,0,benign,benign
6,6,5,159,0,1,malignant,malignant
6,6,5,521,1,0,benign,benign
6,6,5,573,1,0,benign,benign
6,6,5,188,0,1,malignant,malignant
6,6,5,407,1,0,benign,benign
6,6,6,420,0.9,0.1,benign,benign
6,6,6,698,0.1,0.9,malignant,malignant
6,6,6,536,1,0,benign,benign
6,6,6,180,1,0,benign,benign
6,6,6,412,0,1,malignant,malignant
6,6,6,424,1,0,benign,benign
6,6,6,294,1,0,benign,benign
6,6,6,206,0,1,malignant,malignant
6,6,6,202,1,0,benign,benign
6,6,6,164,0.993439,0.006561,benign,benign
6,6,6,200,0,1,malignant,malignant
6,6,6,82,1,0,benign,benign
6,6,6,526,1,0,benign,benign
6,6,6,300,0.1,0.9,malignant,malignant
6,6,6,439,1,0,benign,benign
6,6,6,377,1,0,benign,benign
6,6,6,636,0.039809,0.960191,malignant,malignant
6,6,6,616,1,0,benign,benign
6,6,6,605,0,1,malignant,malignant
6,6,6,485,0.808046,0.191954,benign,benign
6,6,6,372,1,0,benign,benign
6,6,6,179,0.5,0.5,benign,malignant
6,6,6,545,1,0,benign,benign
6,6,6,97,1,0,benign,benign
6,6,6,292,0.05757,0.94243,malignant,malignant
6,6,6,34,1,0,benign,benign
6,6,6,602,1,0,benign,benign
6,6,6,506,0,1,malignant,malignant
6,6,6,369,1,0,benign,benign
6,6,6,75,0.9,0.1,benign,benign
6,6,6,151,0,1,malignant,malignant
6,6,6,600,1,0,benign,benign
6,6,6,185,1,0,benign,benign
6,6,6,523,0,1,malignant,malignant
6,6,6,575,1,0,benign,benign
6,6,6,615,1,0,benign,benign
6,6,6,603,0.306832,0.693168,malignant,malignant
6,6,6,662,1,0,benign,benign
6,6,6,409,1,0,benign,benign
6,6,6,588,0,1,malignant,malignant
6,6,6,618,1,0,benign,benign
6,6,6,182,1,0,benign,benign
6,6,6,522,0.1,0.9,malignant,malignant
6,6,6,533,1,0,benign,benign
6,6,6,368,1,0,benign,benign
6,6,6,611,0,1,malignant,malignant
6,6,6,219,0.9,0.1,benign,benign
6,6,6,581,0,1,malignant,malignant
6,6,6,654,1,0,benign,benign
6,6,6,362,0.8,0.2,benign,benign
6,6,6,358,0,1,malignant,malignant
6,6,6,8,0.9,0.1,benign,benign
6,6,6,509,1,0,benign,benign
6,6,6,71,0.2,0.8,malignant,malignant
6,6,6,504,1,0,benign,benign
6,6,6,114,0.9,0.1,benign,benign
6,6,6,255,0.3,0.7,malignant,malignant
6,6,6,617,0.991954,0.008046,benign,benign
6,6,6,245,1,0,benign,benign
6,6,6,190,0,1,malignant,malignant
6,6,6,181,1,0,benign,benign
6,6,6,311,1,0,benign,benign
6,6,6,215,0,1,malignant,malignant
6,6,6,690,1,0,benign,benign
6,6,6,7,1,0,benign,benign
6,6,6,159,0.1,0.9,malignant,malignant
6,6,6,521,1,0,benign,benign
6,6,6,573,1,0,benign,benign
6,6,6,188,0,1,malignant,malignant
6,6,6,407,1,0,benign,benign
6,6,7,420,0.7,0.3,benign,benign
6,6,7,698,0.1,0.9,malignant,malignant
6,6,7,536,1,0,benign,benign
6,6,7,180,1,0,benign,benign
6,6,7,412,0,1,malignant,malignant
6,6,7,424,1,0,benign,benign
6,6,7,294,1,0,benign,benign
6,6,7,206,0,1,malignant,malignant
6,6,7,202,1,0,benign,benign
6,6,7,164,0.992992,0.007008,benign,benign
6,6,7,200,0,1,malignant,malignant
6,6,7,82,1,0,benign,benign
6,6,7,526,1,0,benign,benign
6,6,7,300,0,1,malignant,malignant
6,6,7,439,1,0,benign,benign
6,6,7,377,1,0,benign,benign
6,6,7,636,0,1,malignant,malignant
6,6,7,616,1,0,benign,benign
6,6,7,605,0,1,malignant,malignant
6,6,7,485,0.907254,0.092746,benign,benign
6,6,7,372,1,0,benign,benign
6,6,7,179,0.6,0.4,benign,malignant
6,6,7,545,1,0,benign,benign
6,6,7,97,1,0,benign,benign
6,6,7,292,0.004,0.996,malignant,malignant
6,6,7,34,1,0,benign,benign
6,6,7,602,1,0,benign,benign
6,6,7,506,0,1,malignant,malignant
6,6,7,369,1,0,benign,benign
6,6,7,75,1,0,benign,benign
6,6,7,151,0,1,malignant,malignant
6,6,7,600,1,0,benign,benign
6,6,7,185,1,0,benign,benign
6,6,7,523,0,1,malignant,malignant
6,6,7,575,1,0,benign,benign
6,6,7,615,1,0,benign,benign
6,6,7,603,0.121053,0.878947,malignant,malignant
6,6,7,662,1,0,benign,benign
6,6,7,409,1,0,benign,benign
6,6,7,588,0.1,0.9,malignant,malignant
6,6,7,618,1,0,benign,benign
6,6,7,182,1,0,benign,benign
6,6,7,522,0,1,malignant,malignant
6,6,7,533,1,0,benign,benign
6,6,7,368,1,0,benign,benign
6,6,7,611,0,1,malignant,malignant
6,6,7,219,1,0,benign,benign
6,6,7,581,0,1,malignant,malignant
6,6,7,654,1,0,benign,benign
6,6,7,362,1,0,benign,benign
6,6,7,358,0,1,malignant,malignant
6,6,7,8,1,0,benign,benign
6,6,7,509,1,0,benign,benign
6,6,7,71,0.2,0.8,malignant,malignant
6,6,7,504,1,0,benign,benign
6,6,7,114,0.8,0.2,benign,benign
6,6,7,255,0.2,0.8,malignant,malignant
6,6,7,617,0.996373,0.003627,benign,benign
6,6,7,245,1,0,benign,benign
6,6,7,190,0,1,malignant,malignant
6,6,7,181,1,0,benign,benign
6,6,7,311,1,0,benign,benign
6,6,7,215,0,1,malignant,malignant
6,6,7,690,1,0,benign,benign
6,6,7,7,1,0,benign,benign
6,6,7,159,0,1,malignant,malignant
6,6,7,521,1,0,benign,benign
6,6,7,573,1,0,benign,benign
6,6,7,188,0,1,malignant,malignant
6,6,7,407,1,0,benign,benign
6,7,0,301,1,0,benign,benign
6,7,0,236,0.1,0.9,malignant,malignant
6,7,0,486,1,0,benign,benign
6,7,0,315,0.247847,0.752153,malignant,benign
6,7,0,54,0.2,0.8,malignant,malignant
6,7,0,199,1,0,benign,benign
6,7,0,142,0.4,0.6,malignant,malignant
6,7,0,693,1,0,benign,benign
6,7,0,473,1,0,benign,benign
6,7,0,449,0,1,malignant,malignant
6,7,0,540,1,0,benign,benign
6,7,0,83,0.9,0.1,benign,benign
6,7,0,57,0.2,0.8,malignant,malignant
6,7,0,415,0.6,0.4,benign,benign
6,7,0,303,1,0,benign,benign
6,7,0,457,0.1,0.9,malignant,malignant
6,7,0,525,1,0,benign,benign
6,7,0,532,1,0,benign,benign
6,7,0,479,0,1,malignant,malignant
6,7,0,419,0.8,0.2,benign,benign
6,7,0,593,1,0,benign,benign
6,7,0,612,0,1,malignant,malignant
6,7,0,394,1,0,benign,benign
6,7,0,95,1,0,benign,benign
6,7,0,104,0,1,malignant,malignant
6,7,0,347,1,0,benign,benign
6,7,0,382,1,0,benign,benign
6,7,0,173,0,1,malignant,malignant
6,7,0,108,1,0,benign,benign
6,7,0,661,1,0,benign,benign
6,7,0,152,0,1,malignant,malignant
6,7,0,277,1,0,benign,benign
6,7,0,433,1,0,benign,benign
6,7,0,246,0,1,malignant,malignant
6,7,0,651,1,0,benign,benign
6,7,0,590,0.7,0.3,benign,malignant
6,7,0,134,1,0,benign,benign
6,7,0,478,1,0,benign,benign
6,7,0,191,0.1,0.9,malignant,malignant
6,7,0,176,1,0,benign,benign
6,7,0,80,0.8,0.2,benign,benign
6,7,0,262,0,1,malignant,malignant
6,7,0,379,0.9,0.1,benign,benign
6,7,0,197,1,0,benign,benign
6,7,0,263,0,1,malignant,malignant
6,7,0,401,1,0,benign,benign
6,7,0,4,1,0,benign,benign
6,7,0,489,0.8,0.2,benign,malignant
6,7,0,448,1,0,benign,benign
6,7,0,390,1,0,benign,benign
6,7,0,128,0.2,0.8,malignant,malignant
6,7,0,524,1,0,benign,benign
6,7,0,364,1,0,benign,benign
6,7,0,491,0.1,0.9,malignant,malignant
6,7,0,281,1,0,benign,benign
6,7,0,631,1,0,benign,benign
6,7,0,67,0.1,0.9,malignant,malignant
6,7,0,678,1,0,benign,benign
6,7,0,27,1,0,benign,benign
6,7,0,229,0,1,malignant,malignant
6,7,0,528,0.9,0.1,benign,benign
6,7,0,560,1,0,benign,benign
6,7,0,488,0.5,0.5,benign,malignant
6,7,0,154,1,0,benign,benign
6,7,0,100,0.2,0.8,malignant,malignant
6,7,0,309,0.8,0.2,benign,benign
6,7,0,76,1,0,benign,benign
6,7,0,264,0.4,0.6,malignant,malignant
6,7,0,660,1,0,benign,benign
6,7,0,589,1,0,benign,benign
6,7,1,301,1,0,benign,benign
6,7,1,236,0.2,0.8,malignant,malignant
6,7,1,486,1,0,benign,benign
6,7,1,315,0.254286,0.745714,malignant,benign
6,7,1,54,0.3,0.7,malignant,malignant
6,7,1,199,1,0,benign,benign
6,7,1,142,0.3,0.7,malignant,malignant
6,7,1,693,1,0,benign,benign
6,7,1,473,1,0,benign,benign
6,7,1,449,0,1,malignant,malignant
6,7,1,540,0.9,0.1,benign,benign
6,7,1,83,0.7,0.3,benign,benign
6,7,1,57,0.4,0.6,malignant,malignant
6,7,1,415,0.5,0.5,benign,benign
6,7,1,303,1,0,benign,benign
6,7,1,457,0,1,malignant,malignant
6,7,1,525,1,0,benign,benign
6,7,1,532,1,0,benign,benign
6,7,1,479,0.1,0.9,malignant,malignant
6,7,1,419,1,0,benign,benign
6,7,1,593,1,0,benign,benign
6,7,1,612,0,1,malignant,malignant
6,7,1,394,1,0,benign,benign
6,7,1,95,1,0,benign,benign
6,7,1,104,0.1,0.9,malignant,malignant
6,7,1,347,1,0,benign,benign
6,7,1,382,1,0,benign,benign
6,7,1,173,0,1,malignant,malignant
6,7,1,108,1,0,benign,benign
6,7,1,661,1,0,benign,benign
6,7,1,152,0,1,malignant,malignant
6,7,1,277,1,0,benign,benign
6,7,1,433,1,0,benign,benign
6,7,1,246,0,1,malignant,malignant
6,7,1,651,1,0,benign,benign
6,7,1,590,0.5,0.5,benign,malignant
6,7,1,134,1,0,benign,benign
6,7,1,478,1,0,benign,benign
6,7,1,191,0.1,0.9,malignant,malignant
6,7,1,176,1,0,benign,benign
6,7,1,80,0.8,0.2,benign,benign
6,7,1,262,0,1,malignant,malignant
6,7,1,379,0.7,0.3,benign,benign
6,7,1,197,1,0,benign,benign
6,7,1,263,0,1,malignant,malignant
6,7,1,401,1,0,benign,benign
6,7,1,4,1,0,benign,benign
6,7,1,489,0.7,0.3,benign,malignant
6,7,1,448,1,0,benign,benign
6,7,1,390,1,0,benign,benign
6,7,1,128,0.1,0.9,malignant,malignant
6,7,1,524,1,0,benign,benign
6,7,1,364,1,0,benign,benign
6,7,1,491,0.2,0.8,malignant,malignant
6,7,1,281,1,0,benign,benign
6,7,1,631,1,0,benign,benign
6,7,1,67,0.2,0.8,malignant,malignant
6,7,1,678,1,0,benign,benign
6,7,1,27,1,0,benign,benign
6,7,1,229,0,1,malignant,malignant
6,7,1,528,0.9,0.1,benign,benign
6,7,1,560,1,0,benign,benign
6,7,1,488,0.7,0.3,benign,malignant
6,7,1,154,1,0,benign,benign
6,7,1,100,0.2,0.8,malignant,malignant
6,7,1,309,0.6,0.4,benign,benign
6,7,1,76,0.9,0.1,benign,benign
6,7,1,264,0.3,0.7,malignant,malignant
6,7,1,660,1,0,benign,benign
6,7,1,589,1,0,benign,benign
6,7,2,301,1,0,benign,benign
6,7,2,236,0.1,0.9,malignant,malignant
6,7,2,486,1,0,benign,benign
6,7,2,315,0,1,malignant,benign
6,7,2,54,0.4,0.6,malignant,malignant
6,7,2,199,1,0,benign,benign
6,7,2,142,0.3,0.7,malignant,malignant
6,7,2,693,1,0,benign,benign
6,7,2,473,1,0,benign,benign
6,7,2,449,0,1,malignant,malignant
6,7,2,540,1,0,benign,benign
6,7,2,83,0.8,0.2,benign,benign
6,7,2,57,0.2,0.8,malignant,malignant
6,7,2,415,0.6,0.4,benign,benign
6,7,2,303,1,0,benign,benign
6,7,2,457,0,1,malignant,malignant
6,7,2,525,1,0,benign,benign
6,7,2,532,1,0,benign,benign
6,7,2,479,0,1,malignant,malignant
6,7,2,419,1,0,benign,benign
6,7,2,593,1,0,benign,benign
6,7,2,612,0,1,malignant,malignant
6,7,2,394,1,0,benign,benign
6,7,2,95,1,0,benign,benign
6,7,2,104,0,1,malignant,malignant
6,7,2,347,1,0,benign,benign
6,7,2,382,1,0,benign,benign
6,7,2,173,0.1,0.9,malignant,malignant
6,7,2,108,1,0,benign,benign
6,7,2,661,1,0,benign,benign
6,7,2,152,0.1,0.9,malignant,malignant
6,7,2,277,1,0,benign,benign
6,7,2,433,1,0,benign,benign
6,7,2,246,0,1,malignant,malignant
6,7,2,651,1,0,benign,benign
6,7,2,590,0.5,0.5,malignant,malignant
6,7,2,134,1,0,benign,benign
6,7,2,478,1,0,benign,benign
6,7,2,191,0.1,0.9,malignant,malignant
6,7,2,176,1,0,benign,benign
6,7,2,80,0.8,0.2,benign,benign
6,7,2,262,0,1,malignant,malignant
6,7,2,379,0.6,0.4,benign,benign
6,7,2,197,1,0,benign,benign
6,7,2,263,0,1,malignant,malignant
6,7,2,401,1,0,benign,benign
6,7,2,4,1,0,benign,benign
6,7,2,489,1,0,benign,malignant
6,7,2,448,1,0,benign,benign
6,7,2,390,1,0,benign,benign
6,7,2,128,0.1,0.9,malignant,malignant
6,7,2,524,1,0,benign,benign
6,7,2,364,1,0,benign,benign
6,7,2,491,0.1,0.9,malignant,malignant
6,7,2,281,1,0,benign,benign
6,7,2,631,1,0,benign,benign
6,7,2,67,0.1,0.9,malignant,malignant
6,7,2,678,1,0,benign,benign
6,7,2,27,1,0,benign,benign
6,7,2,229,0,1,malignant,malignant
6,7,2,528,1,0,benign,benign
6,7,2,560,1,0,benign,benign
6,7,2,488,0.4,0.6,malignant,malignant
6,7,2,154,1,0,benign,benign
6,7,2,100,0.2,0.8,malignant,malignant
6,7,2,309,0.9,0.1,benign,benign
6,7,2,76,1,0,benign,benign
6,7,2,264,0.3,0.7,malignant,malignant
6,7,2,660,1,0,benign,benign
6,7,2,589,1,0,benign,benign
6,7,3,301,1,0,benign,benign
6,7,3,236,0,1,malignant,malignant
6,7,3,486,1,0,benign,benign
6,7,3,315,0.120227,0.879773,malignant,benign
6,7,3,54,0.3,0.7,malignant,malignant
6,7,3,199,1,0,benign,benign
6,7,3,142,0.4,0.6,malignant,malignant
6,7,3,693,1,0,benign,benign
6,7,3,473,1,0,benign,benign
6,7,3,449,0,1,malignant,malignant
6,7,3,540,1,0,benign,benign
6,7,3,83,0.7,0.3,benign,benign
6,7,3,57,0.4,0.6,malignant,malignant
6,7,3,415,0.5,0.5,benign,benign
6,7,3,303,1,0,benign,benign
6,7,3,457,0,1,malignant,malignant
6,7,3,525,1,0,benign,benign
6,7,3,532,1,0,benign,benign
6,7,3,479,0,1,malignant,malignant
6,7,3,419,1,0,benign,benign
6,7,3,593,1,0,benign,benign
6,7,3,612,0,1,malignant,malignant
6,7,3,394,1,0,benign,benign
6,7,3,95,1,0,benign,benign
6,7,3,104,0,1,malignant,malignant
6,7,3,347,1,0,benign,benign
6,7,3,382,1,0,benign,benign
6,7,3,173,0,1,malignant,malignant
6,7,3,108,1,0,benign,benign
6,7,3,661,1,0,benign,benign
6,7,3,152,0,1,malignant,malignant
6,7,3,277,1,0,benign,benign
6,7,3,433,1,0,benign,benign
6,7,3,246,0,1,malignant,malignant
6,7,3,651,1,0,benign,benign
6,7,3,590,0.6,0.4,benign,malignant
6,7,3,134,1,0,benign,benign
6,7,3,478,1,0,benign,benign
6,7,3,191,0,1,malignant,malignant
6,7,3,176,1,0,benign,benign
6,7,3,80,0.8,0.2,benign,benign
6,7,3,262,0,1,malignant,malignant
6,7,3,379,0.9,0.1,benign,benign
6,7,3,197,1,0,benign,benign
6,7,3,263,0,1,malignant,malignant
6,7,3,401,1,0,benign,benign
6,7,3,4,1,0,benign,benign
6,7,3,489,0.7,0.3,benign,malignant
6,7,3,448,1,0,benign,benign
6,7,3,390,1,0,benign,benign
6,7,3,128,0.3,0.7,malignant,malignant
6,7,3,524,1,0,benign,benign
6,7,3,364,1,0,benign,benign
6,7,3,491,0.3,0.7,malignant,malignant
6,7,3,281,1,0,benign,benign
6,7,3,631,1,0,benign,benign
6,7,3,67,0.1,0.9,malignant,malignant
6,7,3,678,1,0,benign,benign
6,7,3,27,1,0,benign,benign
6,7,3,229,0,1,malignant,malignant
6,7,3,528,0.9,0.1,benign,benign
6,7,3,560,1,0,benign,benign
6,7,3,488,0.2,0.8,malignant,malignant
6,7,3,154,1,0,benign,benign
6,7,3,100,0.2,0.8,malignant,malignant
6,7,3,309,0.7,0.3,benign,benign
6,7,3,76,1,0,benign,benign
6,7,3,264,0.3,0.7,malignant,malignant
6,7,3,660,1,0,benign,benign
6,7,3,589,1,0,benign,benign
6,7,4,301,1,0,benign,benign
6,7,4,236,0,1,malignant,malignant
6,7,4,486,1,0,benign,benign
6,7,4,315,0.050075,0.949925,malignant,benign
6,7,4,54,0,1,malignant,malignant
6,7,4,199,1,0,benign,benign
6,7,4,142,0,1,malignant,malignant
6,7,4,693,1,0,benign,benign
6,7,4,473,1,0,benign,benign
6,7,4,449,0,1,malignant,malignant
6,7,4,540,1,0,benign,benign
6,7,4,83,0.5,0.5,benign,benign
6,7,4,57,0.2,0.8,malignant,malignant
6,7,4,415,0.3,0.7,malignant,benign
6,7,4,303,1,0,benign,benign
6,7,4,457,0,1,malignant,malignant
6,7,4,525,1,0,benign,benign
6,7,4,532,1,0,benign,benign
6,7,4,479,0,1,malignant,malignant
6,7,4,419,1,0,benign,benign
6,7,4,593,1,0,benign,benign
6,7,4,612,0,1,malignant,malignant
6,7,4,394,1,0,benign,benign
6,7,4,95,1,0,benign,benign
6,7,4,104,0,1,malignant,malignant
6,7,4,347,1,0,benign,benign
6,7,4,382,1,0,benign,benign
6,7,4,173,0,1,malignant,malignant
6,7,4,108,1,0,benign,benign
6,7,4,661,1,0,benign,benign
6,7,4,152,0,1,malignant,malignant
6,7,4,277,1,0,benign,benign
6,7,4,433,1,0,benign,benign
6,7,4,246,0,1,malignant,malignant
6,7,4,651,1,0,benign,benign
6,7,4,590,0.3,0.7,malignant,malignant
6,7,4,134,1,0,benign,benign
6,7,4,478,1,0,benign,benign
6,7,4,191,0,1,malignant,malignant
6,7,4,176,1,0,benign,benign
6,7,4,80,0.5,0.5,benign,benign
6,7,4,262,0,1,malignant,malignant
6,7,4,379,0.6,0.4,benign,benign
6,7,4,197,1,0,benign,benign
6,7,4,263,0.1,0.9,malignant,malignant
6,7,4,401,1,0,benign,benign
6,7,4,4,1,0,benign,benign
6,7,4,489,0.5,0.5,benign,malignant
6,7,4,448,1,0,benign,benign
6,7,4,390,1,0,benign,benign
6,7,4,128,0.1,0.9,malignant,malignant
6,7,4,524,1,0,benign,benign
6,7,4,364,1,0,benign,benign
6,7,4,491,0,1,malignant,malignant
6,7,4,281,1,0,benign,benign
6,7,4,631,1,0,benign,benign
6,7,4,67,0.2,0.8,malignant,malignant
6,7,4,678,1,0,benign,benign
6,7,4,27,1,0,benign,benign
6,7,4,229,0,1,malignant,malignant
6,7,4,528,1,0,benign,benign
6,7,4,560,1,0,benign,benign
6,7,4,488,0,1,malignant,malignant
6,7,4,154,1,0,benign,benign
6,7,4,100,0.1,0.9,malignant,malignant
6,7,4,309,0.407059,0.592941,malignant,benign
6,7,4,76,0.9,0.1,benign,benign
6,7,4,264,0,1,malignant,malignant
6,7,4,660,1,0,benign,benign
6,7,4,589,1,0,benign,benign
6,7,5,301,1,0,benign,benign
6,7,5,236,0,1,malignant,malignant
6,7,5,486,1,0,benign,benign
6,7,5,315,0.029039,0.970961,malignant,benign
6,7,5,54,0,1,malignant,malignant
6,7,5,199,1,0,benign,benign
6,7,5,142,0.1,0.9,malignant,malignant
6,7,5,693,1,0,benign,benign
6,7,5,473,1,0,benign,benign
6,7,5,449,0,1,malignant,malignant
6,7,5,540,1,0,benign,benign
6,7,5,83,0.9,0.1,benign,benign
6,7,5,57,0.4,0.6,malignant,malignant
6,7,5,415,0.5,0.5,benign,benign
6,7,5,303,1,0,benign,benign
6,7,5,457,0,1,malignant,malignant
6,7,5,525,1,0,benign,benign
6,7,5,532,1,0,benign,benign
6,7,5,479,0,1,malignant,malignant
6,7,5,419,1,0,benign,benign
6,7,5,593,1,0,benign,benign
6,7,5,612,0,1,malignant,malignant
6,7,5,394,1,0,benign,benign
6,7,5,95,1,0,benign,benign
6,7,5,104,0,1,malignant,malignant
6,7,5,347,1,0,benign,benign
6,7,5,382,1,0,benign,benign
6,7,5,173,0,1,malignant,malignant
6,7,5,108,1,0,benign,benign
6,7,5,661,1,0,benign,benign
6,7,5,152,0,1,malignant,malignant
6,7,5,277,1,0,benign,benign
6,7,5,433,1,0,benign,benign
6,7,5,246,0,1,malignant,malignant
6,7,5,651,1,0,benign,benign
6,7,5,590,0.2,0.8,malignant,malignant
6,7,5,134,1,0,benign,benign
6,7,5,478,1,0,benign,benign
6,7,5,191,0,1,malignant,malignant
6,7,5,176,1,0,benign,benign
6,7,5,80,0.9,0.1,benign,benign
6,7,5,262,0,1,malignant,malignant
6,7,5,379,0.9,0.1,benign,benign
6,7,5,197,1,0,benign,benign
6,7,5,263,0,1,malignant,malignant
6,7,5,401,1,0,benign,benign
6,7,5,4,1,0,benign,benign
6,7,5,489,0.6,0.4,benign,malignant
6,7,5,448,1,0,benign,benign
6,7,5,390,1,0,benign,benign
6,7,5,128,0.1,0.9,malignant,malignant
6,7,5,524,1,0,benign,benign
6,7,5,364,1,0,benign,benign
6,7,5,491,0.1,0.9,malignant,malignant
6,7,5,281,1,0,benign,benign
6,7,5,631,1,0,benign,benign
6,7,5,67,0.4,0.6,malignant,malignant
6,7,5,678,1,0,benign,benign
6,7,5,27,1,0,benign,benign
6,7,5,229,0,1,malignant,malignant
6,7,5,528,1,0,benign,benign
6,7,5,560,1,0,benign,benign
6,7,5,488,0,1,malignant,malignant
6,7,5,154,1,0,benign,benign
6,7,5,100,0.1,0.9,malignant,malignant
6,7,5,309,0.7,0.3,benign,benign
6,7,5,76,1,0,benign,benign
6,7,5,264,0.1,0.9,malignant,malignant
6,7,5,660,1,0,benign,benign
6,7,5,589,1,0,benign,benign
6,7,6,301,1,0,benign,benign
6,7,6,236,0,1,malignant,malignant
6,7,6,486,1,0,benign,benign
6,7,6,315,0,1,malignant,benign
6,7,6,54,0,1,malignant,malignant
6,7,6,199,1,0,benign,benign
6,7,6,142,0,1,malignant,malignant
6,7,6,693,0.9,0.1,benign,benign
6,7,6,473,1,0,benign,benign
6,7,6,449,0,1,malignant,malignant
6,7,6,540,1,0,benign,benign
6,7,6,83,0.7,0.3,benign,benign
6,7,6,57,0.5,0.5,benign,malignant
6,7,6,415,0.5,0.5,benign,benign
6,7,6,303,1,0,benign,benign
6,7,6,457,0,1,malignant,malignant
6,7,6,525,1,0,benign,benign
6,7,6,532,1,0,benign,benign
6,7,6,479,0,1,malignant,malignant
6,7,6,419,0.9,0.1,benign,benign
6,7,6,593,1,0,benign,benign
6,7,6,612,0,1,malignant,malignant
6,7,6,394,1,0,benign,benign
6,7,6,95,1,0,benign,benign
6,7,6,104,0,1,malignant,malignant
6,7,6,347,1,0,benign,benign
6,7,6,382,1,0,benign,benign
6,7,6,173,0,1,malignant,malignant
6,7,6,108,1,0,benign,benign
6,7,6,661,1,0,benign,benign
6,7,6,152,0,1,malignant,malignant
6,7,6,277,1,0,benign,benign
6,7,6,433,1,0,benign,benign
6,7,6,246,0,1,malignant,malignant
6,7,6,651,1,0,benign,benign
6,7,6,590,0.3,0.7,malignant,malignant
6,7,6,134,1,0,benign,benign
6,7,6,478,1,0,benign,benign
6,7,6,191,0,1,malignant,malignant
6,7,6,176,1,0,benign,benign
6,7,6,80,0.9,0.1,benign,benign
6,7,6,262,0,1,malignant,malignant
6,7,6,379,0.7,0.3,benign,benign
6,7,6,197,1,0,benign,benign
6,7,6,263,0,1,malignant,malignant
6,7,6,401,1,0,benign,benign
6,7,6,4,1,0,benign,benign
6,7,6,489,0.3,0.7,malignant,malignant
6,7,6,448,1,0,benign,benign
6,7,6,390,1,0,benign,benign
6,7,6,128,0.2,0.8,malignant,malignant
6,7,6,524,1,0,benign,benign
6,7,6,364,1,0,benign,benign
6,7,6,491,0.1,0.9,malignant,malignant
6,7,6,281,1,0,benign,benign
6,7,6,631,1,0,benign,benign
6,7,6,67,0.047825,0.952175,malignant,malignant
6,7,6,678,1,0,benign,benign
6,7,6,27,1,0,benign,benign
6,7,6,229,0,1,malignant,malignant
6,7,6,528,1,0,benign,benign
6,7,6,560,1,0,benign,benign
6,7,6,488,0.3,0.7,malignant,malignant
6,7,6,154,1,0,benign,benign
6,7,6,100,0,1,malignant,malignant
6,7,6,309,0.5,0.5,benign,benign
6,7,6,76,1,0,benign,benign
6,7,6,264,0,1,malignant,malignant
6,7,6,660,1,0,benign,benign
6,7,6,589,1,0,benign,benign
6,7,7,301,1,0,benign,benign
6,7,7,236,0,1,malignant,malignant
6,7,7,486,1,0,benign,benign
6,7,7,315,0.101882,0.898118,malignant,benign
6,7,7,54,0,1,malignant,malignant
6,7,7,199,1,0,benign,benign
6,7,7,142,0,1,malignant,malignant
6,7,7,693,1,0,benign,benign
6,7,7,473,1,0,benign,benign
6,7,7,449,0,1,malignant,malignant
6,7,7,540,1,0,benign,benign
6,7,7,83,0.9,0.1,benign,benign
6,7,7,57,0.7,0.3,benign,malignant
6,7,7,415,0.6,0.4,benign,benign
6,7,7,303,1,0,benign,benign
6,7,7,457,0,1,malignant,malignant
6,7,7,525,1,0,benign,benign
6,7,7,532,1,0,benign,benign
6,7,7,479,0,1,malignant,malignant
6,7,7,419,0.9,0.1,benign,benign
6,7,7,593,1,0,benign,benign
6,7,7,612,0,1,malignant,malignant
6,7,7,394,1,0,benign,benign
6,7,7,95,1,0,benign,benign
6,7,7,104,0,1,malignant,malignant
6,7,7,347,1,0,benign,benign
6,7,7,382,1,0,benign,benign
6,7,7,173,0.1,0.9,malignant,malignant
6,7,7,108,1,0,benign,benign
6,7,7,661,1,0,benign,benign
6,7,7,152,0,1,malignant,malignant
6,7,7,277,1,0,benign,benign
6,7,7,433,1,0,benign,benign
6,7,7,246,0,1,malignant,malignant
6,7,7,651,1,0,benign,benign
6,7,7,590,0.1,0.9,malignant,malignant
6,7,7,134,1,0,benign,benign
6,7,7,478,1,0,benign,benign
6,7,7,191,0,1,malignant,malignant
6,7,7,176,1,0,benign,benign
6,7,7,80,1,0,benign,benign
6,7,7,262,0,1,malignant,malignant
6,7,7,379,1,0,benign,benign
6,7,7,197,0.9,0.1,benign,benign
6,7,7,263,0.1,0.9,malignant,malignant
6,7,7,401,1,0,benign,benign
6,7,7,4,1,0,benign,benign
6,7,7,489,0.2,0.8,malignant,malignant
6,7,7,448,1,0,benign,benign
6,7,7,390,1,0,benign,benign
6,7,7,128,0.2,0.8,malignant,malignant
6,7,7,524,1,0,benign,benign
6,7,7,364,1,0,benign,benign
6,7,7,491,0,1,malignant,malignant
6,7,7,281,1,0,benign,benign
6,7,7,631,1,0,benign,benign
6,7,7,67,0.1,0.9,malignant,malignant
6,7,7,678,1,0,benign,benign
6,7,7,27,1,0,benign,benign
6,7,7,229,0,1,malignant,malignant
6,7,7,528,1,0,benign,benign
6,7,7,560,1,0,benign,benign
6,7,7,488,0.3,0.7,malignant,malignant
6,7,7,154,1,0,benign,benign
6,7,7,100,0,1,malignant,malignant
6,7,7,309,0.65,0.35,benign,benign
6,7,7,76,1,0,benign,benign
6,7,7,264,0.1,0.9,malignant,malignant
6,7,7,660,1,0,benign,benign
6,7,7,589,1,0,benign,benign
6,8,0,59,0.4,0.6,malignant,malignant
6,8,0,140,1,0,benign,benign
6,8,0,387,1,0,benign,benign
6,8,0,658,0.2,0.8,malignant,malignant
6,8,0,90,1,0,benign,benign
6,8,0,244,1,0,benign,benign
6,8,0,455,0.9,0.1,benign,malignant
6,8,0,196,0,1,malignant,benign
6,8,0,26,1,0,benign,benign
6,8,0,251,0.2,0.8,malignant,malignant
6,8,0,585,1,0,benign,benign
6,8,0,635,1,0,benign,benign
6,8,0,149,0,1,malignant,malignant
6,8,0,639,1,0,benign,benign
6,8,0,150,1,0,benign,benign
6,8,0,214,0,1,malignant,malignant
6,8,0,607,1,0,benign,benign
6,8,0,672,1,0,benign,benign
6,8,0,283,0.2,0.8,malignant,malignant
6,8,0,447,1,0,benign,benign
6,8,0,640,1,0,benign,benign
6,8,0,697,0.2,0.8,malignant,malignant
6,8,0,666,1,0,benign,benign
6,8,0,175,0,1,malignant,malignant
6,8,0,437,1,0,benign,benign
6,8,0,598,1,0,benign,benign
6,8,0,266,0.2,0.8,malignant,malignant
6,8,0,31,1,0,benign,benign
6,8,0,538,1,0,benign,benign
6,8,0,546,0,1,malignant,malignant
6,8,0,395,1,0,benign,benign
6,8,0,110,0.7,0.3,benign,benign
6,8,0,224,0,1,malignant,malignant
6,8,0,683,1,0,benign,benign
6,8,0,371,1,0,benign,benign
6,8,0,98,0.3,0.7,malignant,malignant
6,8,0,641,1,0,benign,benign
6,8,0,125,1,0,benign,benign
6,8,0,210,0,1,malignant,malignant
6,8,0,355,1,0,benign,benign
6,8,0,147,1,0,benign,benign
6,8,0,465,0,1,malignant,malignant
6,8,0,542,0.9,0.1,benign,benign
6,8,0,274,1,0,benign,benign
6,8,0,56,0.2,0.8,malignant,malignant
6,8,0,380,1,0,benign,benign
6,8,0,561,1,0,benign,benign
6,8,0,226,0,1,malignant,malignant
6,8,0,102,1,0,benign,benign
6,8,0,72,0.8,0.2,benign,benign
6,8,0,43,0.6,0.4,benign,malignant
6,8,0,505,0.8,0.2,benign,benign
6,8,0,344,0,1,malignant,malignant
6,8,0,689,1,0,benign,benign
6,8,0,88,1,0,benign,benign
6,8,0,648,0.1,0.9,malignant,malignant
6,8,0,469,1,0,benign,benign
6,8,0,638,1,0,benign,benign
6,8,0,233,0.2,0.8,malignant,malignant
6,8,0,520,1,0,benign,benign
6,8,0,194,1,0,benign,benign
6,8,0,361,0.2,0.8,malignant,malignant
6,8,0,40,0.125625,0.874375,malignant,benign
6,8,0,37,0.7,0.3,benign,benign
6,8,0,21,0.1,0.9,malignant,malignant
6,8,0,178,1,0,benign,benign
6,8,0,256,1,0,benign,benign
6,8,0,427,0.1,0.9,malignant,malignant
6,8,0,162,1,0,benign,benign
6,8,0,428,1,0,benign,benign
6,8,1,59,0.1,0.9,malignant,malignant
6,8,1,140,1,0,benign,benign
6,8,1,387,0.8,0.2,benign,benign
6,8,1,658,0.1,0.9,malignant,malignant
6,8,1,90,1,0,benign,benign
6,8,1,244,1,0,benign,benign
6,8,1,455,0.7,0.3,benign,malignant
6,8,1,196,0,1,malignant,benign
6,8,1,26,1,0,benign,benign
6,8,1,251,0.1,0.9,malignant,malignant
6,8,1,585,1,0,benign,benign
6,8,1,635,0.9,0.1,benign,benign
6,8,1,149,0,1,malignant,malignant
6,8,1,639,1,0,benign,benign
6,8,1,150,1,0,benign,benign
6,8,1,214,0,1,malignant,malignant
6,8,1,607,1,0,benign,benign
6,8,1,672,1,0,benign,benign
6,8,1,283,0,1,malignant,malignant
6,8,1,447,1,0,benign,benign
6,8,1,640,1,0,benign,benign
6,8,1,697,0.1,0.9,malignant,malignant
6,8,1,666,1,0,benign,benign
6,8,1,175,0,1,malignant,malignant
6,8,1,437,1,0,benign,benign
6,8,1,598,1,0,benign,benign
6,8,1,266,0.1,0.9,malignant,malignant
6,8,1,31,1,0,benign,benign
6,8,1,538,1,0,benign,benign
6,8,1,546,0,1,malignant,malignant
6,8,1,395,1,0,benign,benign
6,8,1,110,0.8,0.2,benign,benign
6,8,1,224,0,1,malignant,malignant
6,8,1,683,1,0,benign,benign
6,8,1,371,1,0,benign,benign
6,8,1,98,0.2,0.8,malignant,malignant
6,8,1,641,1,0,benign,benign
6,8,1,125,1,0,benign,benign
6,8,1,210,0,1,malignant,malignant
6,8,1,355,1,0,benign,benign
6,8,1,147,1,0,benign,benign
6,8,1,465,0,1,malignant,malignant
6,8,1,542,0.9,0.1,benign,benign
6,8,1,274,1,0,benign,benign
6,8,1,56,0.3,0.7,malignant,malignant
6,8,1,380,1,0,benign,benign
6,8,1,561,1,0,benign,benign
6,8,1,226,0,1,malignant,malignant
6,8,1,102,1,0,benign,benign
6,8,1,72,0.7,0.3,benign,benign
6,8,1,43,0.6,0.4,benign,malignant
6,8,1,505,1,0,benign,benign
6,8,1,344,0,1,malignant,malignant
6,8,1,689,1,0,benign,benign
6,8,1,88,1,0,benign,benign
6,8,1,648,0.1,0.9,malignant,malignant
6,8,1,469,1,0,benign,benign
6,8,1,638,1,0,benign,benign
6,8,1,233,0.4,0.6,malignant,malignant
6,8,1,520,1,0,benign,benign
6,8,1,194,1,0,benign,benign
6,8,1,361,0.3,0.7,malignant,malignant
6,8,1,40,0.113175,0.886825,malignant,benign
6,8,1,37,0.8,0.2,benign,benign
6,8,1,21,0,1,malignant,malignant
6,8,1,178,1,0,benign,benign
6,8,1,256,1,0,benign,benign
6,8,1,427,0,1,malignant,malignant
6,8,1,162,1,0,benign,benign
6,8,1,428,1,0,benign,benign
6,8,2,59,0.3,0.7,malignant,malignant
6,8,2,140,1,0,benign,benign
6,8,2,387,0.7,0.3,benign,benign
6,8,2,658,0,1,malignant,malignant
6,8,2,90,1,0,benign,benign
6,8,2,244,1,0,benign,benign
6,8,2,455,1,0,benign,malignant
6,8,2,196,0,1,malignant,benign
6,8,2,26,1,0,benign,benign
6,8,2,251,0,1,malignant,malignant
6,8,2,585,1,0,benign,benign
6,8,2,635,1,0,benign,benign
6,8,2,149,0,1,malignant,malignant
6,8,2,639,1,0,benign,benign
6,8,2,150,1,0,benign,benign
6,8,2,214,0,1,malignant,malignant
6,8,2,607,1,0,benign,benign
6,8,2,672,1,0,benign,benign
6,8,2,283,0.1,0.9,malignant,malignant
6,8,2,447,1,0,benign,benign
6,8,2,640,1,0,benign,benign
6,8,2,697,0.2,0.8,malignant,malignant
6,8,2,666,1,0,benign,benign
6,8,2,175,0,1,malignant,malignant
6,8,2,437,1,0,benign,benign
6,8,2,598,1,0,benign,benign
6,8,2,266,0.1,0.9,malignant,malignant
6,8,2,31,1,0,benign,benign
6,8,2,538,1,0,benign,benign
6,8,2,546,0.1,0.9,malignant,malignant
6,8,2,395,1,0,benign,benign
6,8,2,110,0.8,0.2,benign,benign
6,8,2,224,0,1,malignant,malignant
6,8,2,683,1,0,benign,benign
6,8,2,371,1,0,benign,benign
6,8,2,98,0.3,0.7,malignant,malignant
6,8,2,641,1,0,benign,benign
6,8,2,125,1,0,benign,benign
6,8,2,210,0,1,malignant,malignant
6,8,2,355,1,0,benign,benign
6,8,2,147,1,0,benign,benign
6,8,2,465,0,1,malignant,malignant
6,8,2,542,1,0,benign,benign
6,8,2,274,1,0,benign,benign
6,8,2,56,0.4,0.6,malignant,malignant
6,8,2,380,1,0,benign,benign
6,8,2,561,1,0,benign,benign
6,8,2,226,0,1,malignant,malignant
6,8,2,102,1,0,benign,benign
6,8,2,72,0.5,0.5,malignant,benign
6,8,2,43,0.5,0.5,benign,malignant
6,8,2,505,1,0,benign,benign
6,8,2,344,0,1,malignant,malignant
6,8,2,689,1,0,benign,benign
6,8,2,88,1,0,benign,benign
6,8,2,648,0.1,0.9,malignant,malignant
6,8,2,469,1,0,benign,benign
6,8,2,638,1,0,benign,benign
6,8,2,233,0,1,malignant,malignant
6,8,2,520,1,0,benign,benign
6,8,2,194,1,0,benign,benign
6,8,2,361,0.2,0.8,malignant,malignant
6,8,2,40,0,1,malignant,benign
6,8,2,37,0.8,0.2,benign,benign
6,8,2,21,0,1,malignant,malignant
6,8,2,178,1,0,benign,benign
6,8,2,256,1,0,benign,benign
6,8,2,427,0.1,0.9,malignant,malignant
6,8,2,162,1,0,benign,benign
6,8,2,428,1,0,benign,benign
6,8,3,59,0.4,0.6,malignant,malignant
6,8,3,140,1,0,benign,benign
6,8,3,387,0.8,0.2,benign,benign
6,8,3,658,0,1,malignant,malignant
6,8,3,90,1,0,benign,benign
6,8,3,244,1,0,benign,benign
6,8,3,455,0.6,0.4,benign,malignant
6,8,3,196,0,1,malignant,benign
6,8,3,26,1,0,benign,benign
6,8,3,251,0,1,malignant,malignant
6,8,3,585,1,0,benign,benign
6,8,3,635,1,0,benign,benign
6,8,3,149,0,1,malignant,malignant
6,8,3,639,1,0,benign,benign
6,8,3,150,1,0,benign,benign
6,8,3,214,0,1,malignant,malignant
6,8,3,607,1,0,benign,benign
6,8,3,672,1,0,benign,benign
6,8,3,283,0.2,0.8,malignant,malignant
6,8,3,447,1,0,benign,benign
6,8,3,640,1,0,benign,benign
6,8,3,697,0.1,0.9,malignant,malignant
6,8,3,666,1,0,benign,benign
6,8,3,175,0,1,malignant,malignant
6,8,3,437,1,0,benign,benign
6,8,3,598,1,0,benign,benign
6,8,3,266,0,1,malignant,malignant
6,8,3,31,1,0,benign,benign
6,8,3,538,1,0,benign,benign
6,8,3,546,0,1,malignant,malignant
6,8,3,395,1,0,benign,benign
6,8,3,110,0.6,0.4,benign,benign
6,8,3,224,0,1,malignant,malignant
6,8,3,683,1,0,benign,benign
6,8,3,371,1,0,benign,benign
6,8,3,98,0.2,0.8,malignant,malignant
6,8,3,641,1,0,benign,benign
6,8,3,125,1,0,benign,benign
6,8,3,210,0,1,malignant,malignant
6,8,3,355,1,0,benign,benign
6,8,3,147,1,0,benign,benign
6,8,3,465,0,1,malignant,malignant
6,8,3,542,1,0,benign,benign
6,8,3,274,1,0,benign,benign
6,8,3,56,0.4,0.6,malignant,malignant
6,8,3,380,1,0,benign,benign
6,8,3,561,1,0,benign,benign
6,8,3,226,0,1,malignant,malignant
6,8,3,102,1,0,benign,benign
6,8,3,72,0.7,0.3,benign,benign
6,8,3,43,0.8,0.2,benign,malignant
6,8,3,505,1,0,benign,benign
6,8,3,344,0,1,malignant,malignant
6,8,3,689,1,0,benign,benign
6,8,3,88,1,0,benign,benign
6,8,3,648,0,1,malignant,malignant
6,8,3,469,1,0,benign,benign
6,8,3,638,1,0,benign,benign
6,8,3,233,0.1,0.9,malignant,malignant
6,8,3,520,1,0,benign,benign
6,8,3,194,1,0,benign,benign
6,8,3,361,0,1,malignant,malignant
6,8,3,40,0.120227,0.879773,malignant,benign
6,8,3,37,0.8,0.2,benign,benign
6,8,3,21,0,1,malignant,malignant
6,8,3,178,1,0,benign,benign
6,8,3,256,1,0,benign,benign
6,8,3,427,0.1,0.9,malignant,malignant
6,8,3,162,1,0,benign,benign
6,8,3,428,1,0,benign,benign
6,8,4,59,0.1,0.9,malignant,malignant
6,8,4,140,1,0,benign,benign
6,8,4,387,0.8,0.2,benign,benign
6,8,4,658,0.2,0.8,malignant,malignant
6,8,4,90,1,0,benign,benign
6,8,4,244,1,0,benign,benign
6,8,4,455,0.8,0.2,benign,malignant
6,8,4,196,0,1,malignant,benign
6,8,4,26,1,0,benign,benign
6,8,4,251,0,1,malignant,malignant
6,8,4,585,1,0,benign,benign
6,8,4,635,0.9,0.1,benign,benign
6,8,4,149,0,1,malignant,malignant
6,8,4,639,1,0,benign,benign
6,8,4,150,1,0,benign,benign
6,8,4,214,0,1,malignant,malignant
6,8,4,607,1,0,benign,benign
6,8,4,672,1,0,benign,benign
6,8,4,283,0.2,0.8,malignant,malignant
6,8,4,447,1,0,benign,benign
6,8,4,640,1,0,benign,benign
6,8,4,697,0.3,0.7,malignant,malignant
6,8,4,666,1,0,benign,benign
6,8,4,175,0,1,malignant,malignant
6,8,4,437,1,0,benign,benign
6,8,4,598,1,0,benign,benign
6,8,4,266,0.1,0.9,malignant,malignant
6,8,4,31,1,0,benign,benign
6,8,4,538,1,0,benign,benign
6,8,4,546,0,1,malignant,malignant
6,8,4,395,1,0,benign,benign
6,8,4,110,0.7,0.3,benign,benign
6,8,4,224,0,1,malignant,malignant
6,8,4,683,1,0,benign,benign
6,8,4,371,1,0,benign,benign
6,8,4,98,0,1,malignant,malignant
6,8,4,641,1,0,benign,benign
6,8,4,125,1,0,benign,benign
6,8,4,210,0,1,malignant,malignant
6,8,4,355,1,0,benign,benign
6,8,4,147,1,0,benign,benign
6,8,4,465,0,1,malignant,malignant
6,8,4,542,1,0,benign,benign
6,8,4,274,1,0,benign,benign
6,8,4,56,0.1,0.9,malignant,malignant
6,8,4,380,1,0,benign,benign
6,8,4,561,1,0,benign,benign
6,8,4,226,0,1,malignant,malignant
6,8,4,102,1,0,benign,benign
6,8,4,72,0.6,0.4,benign,benign
6,8,4,43,0.3,0.7,malignant,malignant
6,8,4,505,1,0,benign,benign
6,8,4,344,0,1,malignant,malignant
6,8,4,689,1,0,benign,benign
6,8,4,88,1,0,benign,benign
6,8,4,648,0,1,malignant,malignant
6,8,4,469,1,0,benign,benign
6,8,4,638,1,0,benign,benign
6,8,4,233,0,1,malignant,malignant
6,8,4,520,1,0,benign,benign
6,8,4,194,1,0,benign,benign
6,8,4,361,0.1,0.9,malignant,malignant
6,8,4,40,0.003848,0.996152,malignant,benign
6,8,4,37,0.5,0.5,benign,benign
6,8,4,21,0,1,malignant,malignant
6,8,4,178,1,0,benign,benign
6,8,4,256,1,0,benign,benign
6,8,4,427,0,1,malignant,malignant
6,8,4,162,1,0,benign,benign
6,8,4,428,1,0,benign,benign
6,8,5,59,0.2,0.8,malignant,malignant
6,8,5,140,1,0,benign,benign
6,8,5,387,0.7,0.3,benign,benign
6,8,5,658,0,1,malignant,malignant
6,8,5,90,1,0,benign,benign
6,8,5,244,1,0,benign,benign
6,8,5,455,0.4,0.6,malignant,malignant
6,8,5,196,0,1,malignant,benign
6,8,5,26,1,0,benign,benign
6,8,5,251,0,1,malignant,malignant
6,8,5,585,1,0,benign,benign
6,8,5,635,1,0,benign,benign
6,8,5,149,0,1,malignant,malignant
6,8,5,639,1,0,benign,benign
6,8,5,150,1,0,benign,benign
6,8,5,214,0,1,malignant,malignant
6,8,5,607,1,0,benign,benign
6,8,5,672,1,0,benign,benign
6,8,5,283,0,1,malignant,malignant
6,8,5,447,1,0,benign,benign
6,8,5,640,1,0,benign,benign
6,8,5,697,0.2,0.8,malignant,malignant
6,8,5,666,1,0,benign,benign
6,8,5,175,0,1,malignant,malignant
6,8,5,437,1,0,benign,benign
6,8,5,598,1,0,benign,benign
6,8,5,266,0.1,0.9,malignant,malignant
6,8,5,31,1,0,benign,benign
6,8,5,538,1,0,benign,benign
6,8,5,546,0,1,malignant,malignant
6,8,5,395,1,0,benign,benign
6,8,5,110,0.6,0.4,benign,benign
6,8,5,224,0,1,malignant,malignant
6,8,5,683,1,0,benign,benign
6,8,5,371,1,0,benign,benign
6,8,5,98,0,1,malignant,malignant
6,8,5,641,1,0,benign,benign
6,8,5,125,1,0,benign,benign
6,8,5,210,0,1,malignant,malignant
6,8,5,355,1,0,benign,benign
6,8,5,147,1,0,benign,benign
6,8,5,465,0,1,malignant,malignant
6,8,5,542,1,0,benign,benign
6,8,5,274,1,0,benign,benign
6,8,5,56,0.2,0.8,malignant,malignant
6,8,5,380,1,0,benign,benign
6,8,5,561,1,0,benign,benign
6,8,5,226,0,1,malignant,malignant
6,8,5,102,1,0,benign,benign
6,8,5,72,0.7,0.3,benign,benign
6,8,5,43,0.3,0.7,malignant,malignant
6,8,5,505,1,0,benign,benign
6,8,5,344,0,1,malignant,malignant
6,8,5,689,1,0,benign,benign
6,8,5,88,1,0,benign,benign
6,8,5,648,0,1,malignant,malignant
6,8,5,469,1,0,benign,benign
6,8,5,638,1,0,benign,benign
6,8,5,233,0,1,malignant,malignant
6,8,5,520,1,0,benign,benign
6,8,5,194,1,0,benign,benign
6,8,5,361,0,1,malignant,malignant
6,8,5,40,0.006998,0.993002,malignant,benign
6,8,5,37,0.9,0.1,benign,benign
6,8,5,21,0,1,malignant,malignant
6,8,5,178,1,0,benign,benign
6,8,5,256,1,0,benign,benign
6,8,5,427,0,1,malignant,malignant
6,8,5,162,1,0,benign,benign
6,8,5,428,1,0,benign,benign
6,8,6,59,0,1,malignant,malignant
6,8,6,140,1,0,benign,benign
6,8,6,387,0.6,0.4,benign,benign
6,8,6,658,0.1,0.9,malignant,malignant
6,8,6,90,1,0,benign,benign
6,8,6,244,1,0,benign,benign
6,8,6,455,0.8,0.2,benign,malignant
6,8,6,196,0,1,malignant,benign
6,8,6,26,1,0,benign,benign
6,8,6,251,0,1,malignant,malignant
6,8,6,585,1,0,benign,benign
6,8,6,635,1,0,benign,benign
6,8,6,149,0,1,malignant,malignant
6,8,6,639,1,0,benign,benign
6,8,6,150,1,0,benign,benign
6,8,6,214,0,1,malignant,malignant
6,8,6,607,1,0,benign,benign
6,8,6,672,1,0,benign,benign
6,8,6,283,0,1,malignant,malignant
6,8,6,447,1,0,benign,benign
6,8,6,640,1,0,benign,benign
6,8,6,697,0.2,0.8,malignant,malignant
6,8,6,666,1,0,benign,benign
6,8,6,175,0,1,malignant,malignant
6,8,6,437,1,0,benign,benign
6,8,6,598,1,0,benign,benign
6,8,6,266,0,1,malignant,malignant
6,8,6,31,1,0,benign,benign
6,8,6,538,1,0,benign,benign
6,8,6,546,0.1,0.9,malignant,malignant
6,8,6,395,1,0,benign,benign
6,8,6,110,0.6,0.4,benign,benign
6,8,6,224,0,1,malignant,malignant
6,8,6,683,1,0,benign,benign
6,8,6,371,1,0,benign,benign
6,8,6,98,0.1,0.9,malignant,malignant
6,8,6,641,1,0,benign,benign
6,8,6,125,1,0,benign,benign
6,8,6,210,0,1,malignant,malignant
6,8,6,355,1,0,benign,benign
6,8,6,147,1,0,benign,benign
6,8,6,465,0,1,malignant,malignant
6,8,6,542,1,0,benign,benign
6,8,6,274,1,0,benign,benign
6,8,6,56,0.1,0.9,malignant,malignant
6,8,6,380,1,0,benign,benign
6,8,6,561,1,0,benign,benign
6,8,6,226,0,1,malignant,malignant
6,8,6,102,1,0,benign,benign
6,8,6,72,0.7,0.3,benign,benign
6,8,6,43,0.3,0.7,malignant,malignant
6,8,6,505,1,0,benign,benign
6,8,6,344,0,1,malignant,malignant
6,8,6,689,1,0,benign,benign
6,8,6,88,1,0,benign,benign
6,8,6,648,0,1,malignant,malignant
6,8,6,469,1,0,benign,benign
6,8,6,638,1,0,benign,benign
6,8,6,233,0,1,malignant,malignant
6,8,6,520,1,0,benign,benign
6,8,6,194,1,0,benign,benign
6,8,6,361,0.2,0.8,malignant,malignant
6,8,6,40,0.1,0.9,malignant,benign
6,8,6,37,0.8,0.2,benign,benign
6,8,6,21,0,1,malignant,malignant
6,8,6,178,1,0,benign,benign
6,8,6,256,1,0,benign,benign
6,8,6,427,0.1,0.9,malignant,malignant
6,8,6,162,1,0,benign,benign
6,8,6,428,1,0,benign,benign
6,8,7,59,0.357568,0.642432,malignant,malignant
6,8,7,140,1,0,benign,benign
6,8,7,387,0.8,0.2,benign,benign
6,8,7,658,0,1,malignant,malignant
6,8,7,90,1,0,benign,benign
6,8,7,244,1,0,benign,benign
6,8,7,455,0.7,0.3,benign,malignant
6,8,7,196,0,1,malignant,benign
6,8,7,26,1,0,benign,benign
6,8,7,251,0,1,malignant,malignant
6,8,7,585,1,0,benign,benign
6,8,7,635,1,0,benign,benign
6,8,7,149,0,1,malignant,malignant
6,8,7,639,1,0,benign,benign
6,8,7,150,1,0,benign,benign
6,8,7,214,0,1,malignant,malignant
6,8,7,607,1,0,benign,benign
6,8,7,672,1,0,benign,benign
6,8,7,283,0,1,malignant,malignant
6,8,7,447,1,0,benign,benign
6,8,7,640,1,0,benign,benign
6,8,7,697,0,1,malignant,malignant
6,8,7,666,1,0,benign,benign
6,8,7,175,0,1,malignant,malignant
6,8,7,437,1,0,benign,benign
6,8,7,598,1,0,benign,benign
6,8,7,266,0,1,malignant,malignant
6,8,7,31,1,0,benign,benign
6,8,7,538,1,0,benign,benign
6,8,7,546,0,1,malignant,malignant
6,8,7,395,1,0,benign,benign
6,8,7,110,0.7,0.3,benign,benign
6,8,7,224,0,1,malignant,malignant
6,8,7,683,1,0,benign,benign
6,8,7,371,1,0,benign,benign
6,8,7,98,0,1,malignant,malignant
6,8,7,641,1,0,benign,benign
6,8,7,125,1,0,benign,benign
6,8,7,210,0,1,malignant,malignant
6,8,7,355,1,0,benign,benign
6,8,7,147,1,0,benign,benign
6,8,7,465,0,1,malignant,malignant
6,8,7,542,1,0,benign,benign
6,8,7,274,1,0,benign,benign
6,8,7,56,0,1,malignant,malignant
6,8,7,380,1,0,benign,benign
6,8,7,561,1,0,benign,benign
6,8,7,226,0,1,malignant,malignant
6,8,7,102,1,0,benign,benign
6,8,7,72,0.671204,0.328796,benign,benign
6,8,7,43,0.6,0.4,benign,malignant
6,8,7,505,1,0,benign,benign
6,8,7,344,0,1,malignant,malignant
6,8,7,689,1,0,benign,benign
6,8,7,88,1,0,benign,benign
6,8,7,648,0,1,malignant,malignant
6,8,7,469,1,0,benign,benign
6,8,7,638,1,0,benign,benign
6,8,7,233,0,1,malignant,malignant
6,8,7,520,1,0,benign,benign
6,8,7,194,1,0,benign,benign
6,8,7,361,0.2,0.8,malignant,malignant
6,8,7,40,0.022523,0.977477,malignant,benign
6,8,7,37,0.9,0.1,benign,benign
6,8,7,21,0,1,malignant,malignant
6,8,7,178,1,0,benign,benign
6,8,7,256,1,0,benign,benign
6,8,7,427,0,1,malignant,malignant
6,8,7,162,1,0,benign,benign
6,8,7,428,1,0,benign,benign
6,9,0,574,0,1,malignant,malignant
6,9,0,406,1,0,benign,benign
6,9,0,172,1,0,benign,benign
6,9,0,123,0.2,0.8,malignant,malignant
6,9,0,271,1,0,benign,benign
6,9,0,621,0.6,0.4,benign,benign
6,9,0,308,0.1,0.9,malignant,malignant
6,9,0,375,1,0,benign,benign
6,9,0,342,1,0,benign,benign
6,9,0,49,0.3,0.7,malignant,malignant
6,9,0,408,0.8,0.2,benign,benign
6,9,0,353,0.2,0.8,malignant,malignant
6,9,0,664,1,0,benign,benign
6,9,0,242,1,0,benign,benign
6,9,0,46,0.2,0.8,malignant,malignant
6,9,0,584,1,0,benign,benign
6,9,0,265,1,0,benign,benign
6,9,0,670,0.4,0.6,malignant,malignant
6,9,0,248,0.9,0.1,benign,benign
6,9,0,79,1,0,benign,benign
6,9,0,302,0,1,malignant,malignant
6,9,0,677,1,0,benign,benign
6,9,0,321,0.997297,0.002703,benign,benign
6,9,0,323,0.4,0.6,malignant,malignant
6,9,0,577,1,0,benign,benign
6,9,0,45,1,0,benign,benign
6,9,0,680,0,1,malignant,malignant
6,9,0,649,1,0,benign,benign
6,9,0,133,1,0,benign,benign
6,9,0,166,0.3,0.7,malignant,malignant
6,9,0,657,0.5,0.5,benign,benign
6,9,0,624,1,0,benign,benign
6,9,0,340,0.1,0.9,malignant,malignant
6,9,0,517,1,0,benign,benign
6,9,0,623,1,0,benign,benign
6,9,0,39,0.2,0.8,malignant,malignant
6,9,0,392,1,0,benign,benign
6,9,0,674,1,0,benign,benign
6,9,0,126,0,1,malignant,malignant
6,9,0,558,1,0,benign,benign
6,9,0,86,0.5,0.5,benign,malignant
6,9,0,557,1,0,benign,benign
6,9,0,346,1,0,benign,benign
6,9,0,268,0.1,0.9,malignant,malignant
6,9,0,243,0.8,0.2,benign,benign
6,9,0,676,1,0,benign,benign
6,9,0,519,0.1,0.9,malignant,malignant
6,9,0,562,1,0,benign,benign
6,9,0,225,1,0,benign,benign
6,9,0,103,0.3,0.7,malignant,malignant
6,9,0,287,1,0,benign,benign
6,9,0,438,0.9,0.1,benign,benign
6,9,0,101,0.3,0.7,malignant,malignant
6,9,0,352,0.3,0.7,malignant,benign
6,9,0,220,1,0,benign,benign
6,9,0,247,0.4,0.6,malignant,malignant
6,9,0,527,1,0,benign,benign
6,9,0,418,1,0,benign,benign
6,9,0,221,0,1,malignant,malignant
6,9,0,622,0.8,0.2,benign,benign
6,9,0,258,1,0,benign,benign
6,9,0,286,0.1,0.9,malignant,malignant
6,9,0,446,1,0,benign,benign
6,9,0,158,0.943726,0.056274,benign,benign
6,9,0,23,0.254375,0.745625,malignant,malignant
6,9,0,576,1,0,benign,benign
6,9,0,64,1,0,benign,benign
6,9,0,53,0.3,0.7,malignant,malignant
6,9,0,93,1,0,benign,benign
6,9,1,574,0,1,malignant,malignant
6,9,1,406,1,0,benign,benign
6,9,1,172,1,0,benign,benign
6,9,1,123,0.1,0.9,malignant,malignant
6,9,1,271,1,0,benign,benign
6,9,1,621,0.3,0.7,malignant,benign
6,9,1,308,0,1,malignant,malignant
6,9,1,375,1,0,benign,benign
6,9,1,342,1,0,benign,benign
6,9,1,49,0.3,0.7,malignant,malignant
6,9,1,408,1,0,benign,benign
6,9,1,353,0.1,0.9,malignant,malignant
6,9,1,664,1,0,benign,benign
6,9,1,242,1,0,benign,benign
6,9,1,46,0.1,0.9,malignant,malignant
6,9,1,584,1,0,benign,benign
6,9,1,265,0.9,0.1,benign,benign
6,9,1,670,0.2,0.8,malignant,malignant
6,9,1,248,0.9,0.1,benign,benign
6,9,1,79,1,0,benign,benign
6,9,1,302,0,1,malignant,malignant
6,9,1,677,1,0,benign,benign
6,9,1,321,0.948319,0.051681,benign,benign
6,9,1,323,0.4,0.6,malignant,malignant
6,9,1,577,1,0,benign,benign
6,9,1,45,1,0,benign,benign
6,9,1,680,0,1,malignant,malignant
6,9,1,649,1,0,benign,benign
6,9,1,133,1,0,benign,benign
6,9,1,166,0.4,0.6,malignant,malignant
6,9,1,657,0.4,0.6,malignant,benign
6,9,1,624,1,0,benign,benign
6,9,1,340,0.1,0.9,malignant,malignant
6,9,1,517,1,0,benign,benign
6,9,1,623,1,0,benign,benign
6,9,1,39,0.2,0.8,malignant,malignant
6,9,1,392,1,0,benign,benign
6,9,1,674,1,0,benign,benign
6,9,1,126,0,1,malignant,malignant
6,9,1,558,1,0,benign,benign
6,9,1,86,0.1,0.9,malignant,malignant
6,9,1,557,1,0,benign,benign
6,9,1,346,1,0,benign,benign
6,9,1,268,0,1,malignant,malignant
6,9,1,243,0.6,0.4,benign,benign
6,9,1,676,1,0,benign,benign
6,9,1,519,0.2,0.8,malignant,malignant
6,9,1,562,1,0,benign,benign
6,9,1,225,1,0,benign,benign
6,9,1,103,0.1,0.9,malignant,malignant
6,9,1,287,1,0,benign,benign
6,9,1,438,1,0,benign,benign
6,9,1,101,0.4,0.6,malignant,malignant
6,9,1,352,0.1,0.9,malignant,benign
6,9,1,220,1,0,benign,benign
6,9,1,247,0.2,0.8,malignant,malignant
6,9,1,527,1,0,benign,benign
6,9,1,418,0.9,0.1,benign,benign
6,9,1,221,0,1,malignant,malignant
6,9,1,622,1,0,benign,benign
6,9,1,258,1,0,benign,benign
6,9,1,286,0.2,0.8,malignant,malignant
6,9,1,446,1,0,benign,benign
6,9,1,158,0.948319,0.051681,benign,benign
6,9,1,23,0.150065,0.849935,malignant,malignant
6,9,1,576,1,0,benign,benign
6,9,1,64,1,0,benign,benign
6,9,1,53,0.5,0.5,benign,malignant
6,9,1,93,1,0,benign,benign
6,9,2,574,0.1,0.9,malignant,malignant
6,9,2,406,1,0,benign,benign
6,9,2,172,1,0,benign,benign
6,9,2,123,0.1,0.9,malignant,malignant
6,9,2,271,1,0,benign,benign
6,9,2,621,0.5,0.5,malignant,benign
6,9,2,308,0.1,0.9,malignant,malignant
6,9,2,375,1,0,benign,benign
6,9,2,342,1,0,benign,benign
6,9,2,49,0.4,0.6,malignant,malignant
6,9,2,408,1,0,benign,benign
6,9,2,353,0.1,0.9,malignant,malignant
6,9,2,664,1,0,benign,benign
6,9,2,242,1,0,benign,benign
6,9,2,46,0.1,0.9,malignant,malignant
6,9,2,584,0.9,0.1,benign,benign
6,9,2,265,1,0,benign,benign
6,9,2,670,0.6,0.4,benign,malignant
6,9,2,248,1,0,benign,benign
6,9,2,79,1,0,benign,benign
6,9,2,302,0,1,malignant,malignant
6,9,2,677,1,0,benign,benign
6,9,2,321,0.99461,0.00539,benign,benign
6,9,2,323,0.1,0.9,malignant,malignant
6,9,2,577,1,0,benign,benign
6,9,2,45,1,0,benign,benign
6,9,2,680,0,1,malignant,malignant
6,9,2,649,1,0,benign,benign
6,9,2,133,1,0,benign,benign
6,9,2,166,0.2,0.8,malignant,malignant
6,9,2,657,0.3,0.7,malignant,benign
6,9,2,624,1,0,benign,benign
6,9,2,340,0,1,malignant,malignant
6,9,2,517,1,0,benign,benign
6,9,2,623,1,0,benign,benign
6,9,2,39,0.1,0.9,malignant,malignant
6,9,2,392,1,0,benign,benign
6,9,2,674,1,0,benign,benign
6,9,2,126,0,1,malignant,malignant
6,9,2,558,1,0,benign,benign
6,9,2,86,0.3,0.7,malignant,malignant
6,9,2,557,1,0,benign,benign
6,9,2,346,1,0,benign,benign
6,9,2,268,0.1,0.9,malignant,malignant
6,9,2,243,0.9,0.1,benign,benign
6,9,2,676,1,0,benign,benign
6,9,2,519,0.1,0.9,malignant,malignant
6,9,2,562,1,0,benign,benign
6,9,2,225,1,0,benign,benign
6,9,2,103,0.4,0.6,malignant,malignant
6,9,2,287,1,0,benign,benign
6,9,2,438,1,0,benign,benign
6,9,2,101,0.3,0.7,malignant,malignant
6,9,2,352,0.1,0.9,malignant,benign
6,9,2,220,1,0,benign,benign
6,9,2,247,0.2,0.8,malignant,malignant
6,9,2,527,1,0,benign,benign
6,9,2,418,1,0,benign,benign
6,9,2,221,0,1,malignant,malignant
6,9,2,622,1,0,benign,benign
6,9,2,258,1,0,benign,benign
6,9,2,286,0.2,0.8,malignant,malignant
6,9,2,446,1,0,benign,benign
6,9,2,158,0.99461,0.00539,benign,benign
6,9,2,23,0.270504,0.729496,malignant,malignant
6,9,2,576,1,0,benign,benign
6,9,2,64,1,0,benign,benign
6,9,2,53,0.5,0.5,benign,malignant
6,9,2,93,1,0,benign,benign
6,9,3,574,0.1,0.9,malignant,malignant
6,9,3,406,1,0,benign,benign
6,9,3,172,1,0,benign,benign
6,9,3,123,0.3,0.7,malignant,malignant
6,9,3,271,1,0,benign,benign
6,9,3,621,0.5,0.5,benign,benign
6,9,3,308,0,1,malignant,malignant
6,9,3,375,1,0,benign,benign
6,9,3,342,1,0,benign,benign
6,9,3,49,0.1,0.9,malignant,malignant
6,9,3,408,0.8,0.2,benign,benign
6,9,3,353,0,1,malignant,malignant
6,9,3,664,1,0,benign,benign
6,9,3,242,1,0,benign,benign
6,9,3,46,0.1,0.9,malignant,malignant
6,9,3,584,1,0,benign,benign
6,9,3,265,1,0,benign,benign
6,9,3,670,0,1,malignant,malignant
6,9,3,248,1,0,benign,benign
6,9,3,79,1,0,benign,benign
6,9,3,302,0,1,malignant,malignant
6,9,3,677,1,0,benign,benign
6,9,3,321,0.998113,0.001887,benign,benign
6,9,3,323,0.1,0.9,malignant,malignant
6,9,3,577,1,0,benign,benign
6,9,3,45,1,0,benign,benign
6,9,3,680,0,1,malignant,malignant
6,9,3,649,1,0,benign,benign
6,9,3,133,1,0,benign,benign
6,9,3,166,0.4,0.6,malignant,malignant
6,9,3,657,1,0,benign,benign
6,9,3,624,1,0,benign,benign
6,9,3,340,0.1,0.9,malignant,malignant
6,9,3,517,1,0,benign,benign
6,9,3,623,1,0,benign,benign
6,9,3,39,0,1,malignant,malignant
6,9,3,392,1,0,benign,benign
6,9,3,674,1,0,benign,benign
6,9,3,126,0,1,malignant,malignant
6,9,3,558,1,0,benign,benign
6,9,3,86,0.3,0.7,malignant,malignant
6,9,3,557,1,0,benign,benign
6,9,3,346,1,0,benign,benign
6,9,3,268,0,1,malignant,malignant
6,9,3,243,0.7,0.3,benign,benign
6,9,3,676,1,0,benign,benign
6,9,3,519,0.2,0.8,malignant,malignant
6,9,3,562,1,0,benign,benign
6,9,3,225,1,0,benign,benign
6,9,3,103,0.7,0.3,benign,malignant
6,9,3,287,1,0,benign,benign
6,9,3,438,0.9,0.1,benign,benign
6,9,3,101,0.2,0.8,malignant,malignant
6,9,3,352,0.1,0.9,malignant,benign
6,9,3,220,1,0,benign,benign
6,9,3,247,0.4,0.6,malignant,malignant
6,9,3,527,1,0,benign,benign
6,9,3,418,1,0,benign,benign
6,9,3,221,0,1,malignant,malignant
6,9,3,622,0.9,0.1,benign,benign
6,9,3,258,1,0,benign,benign
6,9,3,286,0,1,malignant,malignant
6,9,3,446,1,0,benign,benign
6,9,3,158,0.998113,0.001887,benign,benign
6,9,3,23,0.343835,0.656165,malignant,malignant
6,9,3,576,1,0,benign,benign
6,9,3,64,1,0,benign,benign
6,9,3,53,0.3,0.7,malignant,malignant
6,9,3,93,1,0,benign,benign
6,9,4,574,0,1,malignant,malignant
6,9,4,406,1,0,benign,benign
6,9,4,172,1,0,benign,benign
6,9,4,123,0.1,0.9,malignant,malignant
6,9,4,271,1,0,benign,benign
6,9,4,621,0.4,0.6,malignant,benign
6,9,4,308,0,1,malignant,malignant
6,9,4,375,1,0,benign,benign
6,9,4,342,1,0,benign,benign
6,9,4,49,0,1,malignant,malignant
6,9,4,408,0.8,0.2,benign,benign
6,9,4,353,0,1,malignant,malignant
6,9,4,664,1,0,benign,benign
6,9,4,242,1,0,benign,benign
6,9,4,46,0,1,malignant,malignant
6,9,4,584,1,0,benign,benign
6,9,4,265,0.8,0.2,benign,benign
6,9,4,670,0,1,malignant,malignant
6,9,4,248,1,0,benign,benign
6,9,4,79,1,0,benign,benign
6,9,4,302,0,1,malignant,malignant
6,9,4,677,1,0,benign,benign
6,9,4,321,0.996471,0.003529,benign,benign
6,9,4,323,0.1,0.9,malignant,malignant
6,9,4,577,1,0,benign,benign
6,9,4,45,1,0,benign,benign
6,9,4,680,0,1,malignant,malignant
6,9,4,649,1,0,benign,benign
6,9,4,133,1,0,benign,benign
6,9,4,166,0.1,0.9,malignant,malignant
6,9,4,657,0.3,0.7,malignant,benign
6,9,4,624,1,0,benign,benign
6,9,4,340,0.2,0.8,malignant,malignant
6,9,4,517,1,0,benign,benign
6,9,4,623,1,0,benign,benign
6,9,4,39,0,1,malignant,malignant
6,9,4,392,1,0,benign,benign
6,9,4,674,1,0,benign,benign
6,9,4,126,0,1,malignant,malignant
6,9,4,558,1,0,benign,benign
6,9,4,86,0,1,malignant,malignant
6,9,4,557,1,0,benign,benign
6,9,4,346,1,0,benign,benign
6,9,4,268,0,1,malignant,malignant
6,9,4,243,0.407059,0.592941,malignant,benign
6,9,4,676,1,0,benign,benign
6,9,4,519,0,1,malignant,malignant
6,9,4,562,1,0,benign,benign
6,9,4,225,1,0,benign,benign
6,9,4,103,0.2,0.8,malignant,malignant
6,9,4,287,1,0,benign,benign
6,9,4,438,1,0,benign,benign
6,9,4,101,0.2,0.8,malignant,malignant
6,9,4,352,0.2,0.8,malignant,benign
6,9,4,220,1,0,benign,benign
6,9,4,247,0.2,0.8,malignant,malignant
6,9,4,527,1,0,benign,benign
6,9,4,418,1,0,benign,benign
6,9,4,221,0,1,malignant,malignant
6,9,4,622,1,0,benign,benign
6,9,4,258,1,0,benign,benign
6,9,4,286,0.1,0.9,malignant,malignant
6,9,4,446,1,0,benign,benign
6,9,4,158,1,0,benign,benign
6,9,4,23,0.203848,0.796152,malignant,malignant
6,9,4,576,1,0,benign,benign
6,9,4,64,1,0,benign,benign
6,9,4,53,0.1,0.9,malignant,malignant
6,9,4,93,1,0,benign,benign
6,9,5,574,0,1,malignant,malignant
6,9,5,406,1,0,benign,benign
6,9,5,172,1,0,benign,benign
6,9,5,123,0.2,0.8,malignant,malignant
6,9,5,271,1,0,benign,benign
6,9,5,621,0.4,0.6,malignant,benign
6,9,5,308,0,1,malignant,malignant
6,9,5,375,1,0,benign,benign
6,9,5,342,1,0,benign,benign
6,9,5,49,0,1,malignant,malignant
6,9,5,408,1,0,benign,benign
6,9,5,353,0,1,malignant,malignant
6,9,5,664,1,0,benign,benign
6,9,5,242,1,0,benign,benign
6,9,5,46,0.2,0.8,malignant,malignant
6,9,5,584,1,0,benign,benign
6,9,5,265,1,0,benign,benign
6,9,5,670,0,1,malignant,malignant
6,9,5,248,0.9,0.1,benign,benign
6,9,5,79,1,0,benign,benign
6,9,5,302,0,1,malignant,malignant
6,9,5,677,1,0,benign,benign
6,9,5,321,0.960162,0.039838,benign,benign
6,9,5,323,0.2,0.8,malignant,malignant
6,9,5,577,1,0,benign,benign
6,9,5,45,1,0,benign,benign
6,9,5,680,0,1,malignant,malignant
6,9,5,649,1,0,benign,benign
6,9,5,133,1,0,benign,benign
6,9,5,166,0,1,malignant,malignant
6,9,5,657,0.4,0.6,malignant,benign
6,9,5,624,1,0,benign,benign
6,9,5,340,0,1,malignant,malignant
6,9,5,517,1,0,benign,benign
6,9,5,623,1,0,benign,benign
6,9,5,39,0.3,0.7,malignant,malignant
6,9,5,392,1,0,benign,benign
6,9,5,674,1,0,benign,benign
6,9,5,126,0,1,malignant,malignant
6,9,5,558,1,0,benign,benign
6,9,5,86,0.3,0.7,malignant,malignant
6,9,5,557,1,0,benign,benign
6,9,5,346,1,0,benign,benign
6,9,5,268,0.1,0.9,malignant,malignant
6,9,5,243,0.8,0.2,benign,benign
6,9,5,676,1,0,benign,benign
6,9,5,519,0.1,0.9,malignant,malignant
6,9,5,562,1,0,benign,benign
6,9,5,225,1,0,benign,benign
6,9,5,103,0.4,0.6,malignant,malignant
6,9,5,287,1,0,benign,benign
6,9,5,438,1,0,benign,benign
6,9,5,101,0.7,0.3,benign,malignant
6,9,5,352,0.5,0.5,benign,benign
6,9,5,220,1,0,benign,benign
6,9,5,247,0.5,0.5,benign,malignant
6,9,5,527,1,0,benign,benign
6,9,5,418,1,0,benign,benign
6,9,5,221,0,1,malignant,malignant
6,9,5,622,0.9,0.1,benign,benign
6,9,5,258,1,0,benign,benign
6,9,5,286,0.1,0.9,malignant,malignant
6,9,5,446,1,0,benign,benign
6,9,5,158,1,0,benign,benign
6,9,5,23,0.365915,0.634085,malignant,malignant
6,9,5,576,1,0,benign,benign
6,9,5,64,1,0,benign,benign
6,9,5,53,0.1,0.9,malignant,malignant
6,9,5,93,1,0,benign,benign
6,9,6,574,0.1,0.9,malignant,malignant
6,9,6,406,1,0,benign,benign
6,9,6,172,1,0,benign,benign
6,9,6,123,0.2,0.8,malignant,malignant
6,9,6,271,1,0,benign,benign
6,9,6,621,0.3,0.7,malignant,benign
6,9,6,308,0,1,malignant,malignant
6,9,6,375,1,0,benign,benign
6,9,6,342,1,0,benign,benign
6,9,6,49,0,1,malignant,malignant
6,9,6,408,0.8,0.2,benign,benign
6,9,6,353,0.2,0.8,malignant,malignant
6,9,6,664,1,0,benign,benign
6,9,6,242,1,0,benign,benign
6,9,6,46,0,1,malignant,malignant
6,9,6,584,1,0,benign,benign
6,9,6,265,1,0,benign,benign
6,9,6,670,0,1,malignant,malignant
6,9,6,248,0.6,0.4,benign,benign
6,9,6,79,1,0,benign,benign
6,9,6,302,0,1,malignant,malignant
6,9,6,677,1,0,benign,benign
6,9,6,321,1,0,benign,benign
6,9,6,323,0,1,malignant,malignant
6,9,6,577,1,0,benign,benign
6,9,6,45,1,0,benign,benign
6,9,6,680,0,1,malignant,malignant
6,9,6,649,1,0,benign,benign
6,9,6,133,1,0,benign,benign
6,9,6,166,0.2,0.8,malignant,malignant
6,9,6,657,0.5,0.5,benign,benign
6,9,6,624,1,0,benign,benign
6,9,6,340,0.2,0.8,malignant,malignant
6,9,6,517,1,0,benign,benign
6,9,6,623,1,0,benign,benign
6,9,6,39,0.3,0.7,malignant,malignant
6,9,6,392,1,0,benign,benign
6,9,6,674,1,0,benign,benign
6,9,6,126,0,1,malignant,malignant
6,9,6,558,1,0,benign,benign
6,9,6,86,0.4,0.6,malignant,malignant
6,9,6,557,1,0,benign,benign
6,9,6,346,1,0,benign,benign
6,9,6,268,0,1,malignant,malignant
6,9,6,243,0.9,0.1,benign,benign
6,9,6,676,1,0,benign,benign
6,9,6,519,0,1,malignant,malignant
6,9,6,562,1,0,benign,benign
6,9,6,225,1,0,benign,benign
6,9,6,103,0.5,0.5,benign,malignant
6,9,6,287,1,0,benign,benign
6,9,6,438,1,0,benign,benign
6,9,6,101,0.6,0.4,benign,malignant
6,9,6,352,0.6,0.4,benign,benign
6,9,6,220,1,0,benign,benign
6,9,6,247,0.2,0.8,malignant,malignant
6,9,6,527,1,0,benign,benign
6,9,6,418,1,0,benign,benign
6,9,6,221,0,1,malignant,malignant
6,9,6,622,1,0,benign,benign
6,9,6,258,1,0,benign,benign
6,9,6,286,0,1,malignant,malignant
6,9,6,446,1,0,benign,benign
6,9,6,158,0.946519,0.053481,benign,benign
6,9,6,23,0.138889,0.861111,malignant,malignant
6,9,6,576,1,0,benign,benign
6,9,6,64,1,0,benign,benign
6,9,6,53,0.1,0.9,malignant,malignant
6,9,6,93,1,0,benign,benign
6,9,7,574,0,1,malignant,malignant
6,9,7,406,1,0,benign,benign
6,9,7,172,1,0,benign,benign
6,9,7,123,0.2,0.8,malignant,malignant
6,9,7,271,1,0,benign,benign
6,9,7,621,0.7,0.3,benign,benign
6,9,7,308,0,1,malignant,malignant
6,9,7,375,1,0,benign,benign
6,9,7,342,1,0,benign,benign
6,9,7,49,0,1,malignant,malignant
6,9,7,408,0.9,0.1,benign,benign
6,9,7,353,0.1,0.9,malignant,malignant
6,9,7,664,1,0,benign,benign
6,9,7,242,1,0,benign,benign
6,9,7,46,0.2,0.8,malignant,malignant
6,9,7,584,1,0,benign,benign
6,9,7,265,1,0,benign,benign
6,9,7,670,0,1,malignant,malignant
6,9,7,248,0.9,0.1,benign,benign
6,9,7,79,1,0,benign,benign
6,9,7,302,0,1,malignant,malignant
6,9,7,677,1,0,benign,benign
6,9,7,321,1,0,benign,benign
6,9,7,323,0.3,0.7,malignant,malignant
6,9,7,577,1,0,benign,benign
6,9,7,45,1,0,benign,benign
6,9,7,680,0,1,malignant,malignant
6,9,7,649,1,0,benign,benign
6,9,7,133,1,0,benign,benign
6,9,7,166,0.1,0.9,malignant,malignant
6,9,7,657,0.4,0.6,malignant,benign
6,9,7,624,1,0,benign,benign
6,9,7,340,0.1,0.9,malignant,malignant
6,9,7,517,1,0,benign,benign
6,9,7,623,1,0,benign,benign
6,9,7,39,0.1,0.9,malignant,malignant
6,9,7,392,1,0,benign,benign
6,9,7,674,1,0,benign,benign
6,9,7,126,0,1,malignant,malignant
6,9,7,558,1,0,benign,benign
6,9,7,86,0.3,0.7,malignant,malignant
6,9,7,557,1,0,benign,benign
6,9,7,346,1,0,benign,benign
6,9,7,268,0,1,malignant,malignant
6,9,7,243,0.9,0.1,benign,benign
6,9,7,676,1,0,benign,benign
6,9,7,519,0,1,malignant,malignant
6,9,7,562,1,0,benign,benign
6,9,7,225,1,0,benign,benign
6,9,7,103,0.4,0.6,malignant,malignant
6,9,7,287,1,0,benign,benign
6,9,7,438,1,0,benign,benign
6,9,7,101,0.9,0.1,benign,malignant
6,9,7,352,0.2,0.8,malignant,benign
6,9,7,220,1,0,benign,benign
6,9,7,247,0.4,0.6,malignant,malignant
6,9,7,527,1,0,benign,benign
6,9,7,418,1,0,benign,benign
6,9,7,221,0.1,0.9,malignant,malignant
6,9,7,622,0.8,0.2,benign,benign
6,9,7,258,1,0,benign,benign
6,9,7,286,0,1,malignant,malignant
6,9,7,446,1,0,benign,benign
6,9,7,158,0.991156,0.008844,benign,benign
6,9,7,23,0.207559,0.792441,malignant,malignant
6,9,7,576,1,0,benign,benign
6,9,7,64,1,0,benign,benign
6,9,7,53,0,1,malignant,malignant
6,9,7,93,1,0,benign,benign
7,0,0,248,1,0,benign,benign
7,0,0,39,0.3,0.7,malignant,malignant
7,0,0,584,0.6,0.4,benign,benign
7,0,0,21,0,1,malignant,malignant
7,0,0,89,1,0,benign,benign
7,0,0,140,1,0,benign,benign
7,0,0,68,0.217073,0.782927,malignant,malignant
7,0,0,401,1,0,benign,benign
7,0,0,133,1,0,benign,benign
7,0,0,12,0.9,0.1,benign,malignant
7,0,0,135,1,0,benign,benign
7,0,0,606,1,0,benign,benign
7,0,0,320,0.2,0.8,malignant,malignant
7,0,0,497,1,0,benign,benign
7,0,0,196,0.1,0.9,malignant,benign
7,0,0,328,0.1,0.9,malignant,malignant
7,0,0,566,1,0,benign,benign
7,0,0,265,1,0,benign,benign
7,0,0,227,0,1,malignant,malignant
7,0,0,589,1,0,benign,benign
7,0,0,342,1,0,benign,benign
7,0,0,142,0,1,malignant,malignant
7,0,0,178,1,0,benign,benign
7,0,0,640,1,0,benign,benign
7,0,0,467,0,1,malignant,malignant
7,0,0,601,1,0,benign,benign
7,0,0,380,1,0,benign,benign
7,0,0,151,0.717073,0.282927,benign,malignant
7,0,0,341,1,0,benign,benign
7,0,0,542,0.9,0.1,benign,benign
7,0,0,111,0.1,0.9,malignant,malignant
7,0,0,463,1,0,benign,benign
7,0,0,412,0,1,malignant,malignant
7,0,0,362,1,0,benign,benign
7,0,0,667,1,0,benign,benign
7,0,0,190,0,1,malignant,malignant
7,0,0,418,1,0,benign,benign
7,0,0,154,1,0,benign,benign
7,0,0,604,0.4,0.6,malignant,malignant
7,0,0,494,0.6,0.4,benign,benign
7,0,0,389,1,0,benign,benign
7,0,0,344,0.1,0.9,malignant,malignant
7,0,0,602,1,0,benign,benign
7,0,0,24,1,0,benign,benign
7,0,0,71,0.1,0.9,malignant,malignant
7,0,0,354,1,0,benign,benign
7,0,0,383,1,0,benign,benign
7,0,0,251,0.1,0.9,malignant,malignant
7,0,0,438,1,0,benign,benign
7,0,0,673,0.9,0.1,benign,benign
7,0,0,230,0,1,malignant,malignant
7,0,0,33,1,0,benign,benign
7,0,0,16,1,0,benign,benign
7,0,0,226,0,1,malignant,malignant
7,0,0,364,1,0,benign,benign
7,0,0,1,0.3,0.7,malignant,benign
7,0,0,210,0,1,malignant,malignant
7,0,0,6,0.917073,0.082927,benign,benign
7,0,0,423,1,0,benign,benign
7,0,0,440,0.1,0.9,malignant,malignant
7,0,0,538,1,0,benign,benign
7,0,0,285,0,1,malignant,malignant
7,0,0,490,1,0,benign,benign
7,0,0,614,1,0,benign,benign
7,0,0,261,0,1,malignant,malignant
7,0,0,95,1,0,benign,benign
7,0,0,689,1,0,benign,benign
7,0,0,86,0.4,0.6,malignant,malignant
7,0,0,540,1,0,benign,benign
7,0,0,314,1,0,benign,benign
7,0,1,248,1,0,benign,benign
7,0,1,39,0.4,0.6,malignant,malignant
7,0,1,584,0.7,0.3,benign,benign
7,0,1,21,0,1,malignant,malignant
7,0,1,89,1,0,benign,benign
7,0,1,140,1,0,benign,benign
7,0,1,68,0.3,0.7,malignant,malignant
7,0,1,401,1,0,benign,benign
7,0,1,133,1,0,benign,benign
7,0,1,12,1,0,benign,malignant
7,0,1,135,1,0,benign,benign
7,0,1,606,1,0,benign,benign
7,0,1,320,0.1,0.9,malignant,malignant
7,0,1,497,1,0,benign,benign
7,0,1,196,0,1,malignant,benign
7,0,1,328,0.1,0.9,malignant,malignant
7,0,1,566,1,0,benign,benign
7,0,1,265,0.9,0.1,benign,benign
7,0,1,227,0,1,malignant,malignant
7,0,1,589,1,0,benign,benign
7,0,1,342,1,0,benign,benign
7,0,1,142,0,1,malignant,malignant
7,0,1,178,1,0,benign,benign
7,0,1,640,1,0,benign,benign
7,0,1,467,0,1,malignant,malignant
7,0,1,601,1,0,benign,benign
7,0,1,380,1,0,benign,benign
7,0,1,151,0.6,0.4,benign,malignant
7,0,1,341,1,0,benign,benign
7,0,1,542,1,0,benign,benign
7,0,1,111,0,1,malignant,malignant
7,0,1,463,1,0,benign,benign
7,0,1,412,0,1,malignant,malignant
7,0,1,362,0.8,0.2,benign,benign
7,0,1,667,1,0,benign,benign
7,0,1,190,0,1,malignant,malignant
7,0,1,418,1,0,benign,benign
7,0,1,154,1,0,benign,benign
7,0,1,604,0.4,0.6,malignant,malignant
7,0,1,494,0.6,0.4,benign,benign
7,0,1,389,0.8,0.2,benign,benign
7,0,1,344,0,1,malignant,malignant
7,0,1,602,1,0,benign,benign
7,0,1,24,1,0,benign,benign
7,0,1,71,0.1,0.9,malignant,malignant
7,0,1,354,1,0,benign,benign
7,0,1,383,1,0,benign,benign
7,0,1,251,0.122414,0.877586,malignant,malignant
7,0,1,438,1,0,benign,benign
7,0,1,673,0.8,0.2,benign,benign
7,0,1,230,0,1,malignant,malignant
7,0,1,33,1,0,benign,benign
7,0,1,16,1,0,benign,benign
7,0,1,226,0,1,malignant,malignant
7,0,1,364,1,0,benign,benign
7,0,1,1,0.1,0.9,malignant,benign
7,0,1,210,0,1,malignant,malignant
7,0,1,6,0.922414,0.077586,benign,benign
7,0,1,423,1,0,benign,benign
7,0,1,440,0.2,0.8,malignant,malignant
7,0,1,538,1,0,benign,benign
7,0,1,285,0,1,malignant,malignant
7,0,1,490,1,0,benign,benign
7,0,1,614,1,0,benign,benign
7,0,1,261,0,1,malignant,malignant
7,0,1,95,1,0,benign,benign
7,0,1,689,1,0,benign,benign
7,0,1,86,0.4,0.6,malignant,malignant
7,0,1,540,1,0,benign,benign
7,0,1,314,1,0,benign,benign
7,0,2,248,1,0,benign,benign
7,0,2,39,0.3,0.7,malignant,malignant
7,0,2,584,0.7,0.3,benign,benign
7,0,2,21,0,1,malignant,malignant
7,0,2,89,1,0,benign,benign
7,0,2,140,1,0,benign,benign
7,0,2,68,0.1,0.9,malignant,malignant
7,0,2,401,1,0,benign,benign
7,0,2,133,1,0,benign,benign
7,0,2,12,0.9,0.1,benign,malignant
7,0,2,135,1,0,benign,benign
7,0,2,606,1,0,benign,benign
7,0,2,320,0.3,0.7,malignant,malignant
7,0,2,497,1,0,benign,benign
7,0,2,196,0,1,malignant,benign
7,0,2,328,0.5,0.5,benign,malignant
7,0,2,566,1,0,benign,benign
7,0,2,265,0.7,0.3,benign,benign
7,0,2,227,0,1,malignant,malignant
7,0,2,589,1,0,benign,benign
7,0,2,342,1,0,benign,benign
7,0,2,142,0,1,malignant,malignant
7,0,2,178,1,0,benign,benign
7,0,2,640,1,0,benign,benign
7,0,2,467,0,1,malignant,malignant
7,0,2,601,1,0,benign,benign
7,0,2,380,1,0,benign,benign
7,0,2,151,0.2,0.8,malignant,malignant
7,0,2,341,1,0,benign,benign
7,0,2,542,0.9,0.1,benign,benign
7,0,2,111,0.1,0.9,malignant,malignant
7,0,2,463,1,0,benign,benign
7,0,2,412,0,1,malignant,malignant
7,0,2,362,0.9,0.1,benign,benign
7,0,2,667,1,0,benign,benign
7,0,2,190,0,1,malignant,malignant
7,0,2,418,1,0,benign,benign
7,0,2,154,1,0,benign,benign
7,0,2,604,0.1,0.9,malignant,malignant
7,0,2,494,0.7,0.3,benign,benign
7,0,2,389,1,0,benign,benign
7,0,2,344,0,1,malignant,malignant
7,0,2,602,1,0,benign,benign
7,0,2,24,1,0,benign,benign
7,0,2,71,0.2,0.8,malignant,malignant
7,0,2,354,1,0,benign,benign
7,0,2,383,1,0,benign,benign
7,0,2,251,0,1,malignant,malignant
7,0,2,438,1,0,benign,benign
7,0,2,673,0.8,0.2,benign,benign
7,0,2,230,0,1,malignant,malignant
7,0,2,33,1,0,benign,benign
7,0,2,16,1,0,benign,benign
7,0,2,226,0,1,malignant,malignant
7,0,2,364,1,0,benign,benign
7,0,2,1,0,1,malignant,benign
7,0,2,210,0,1,malignant,malignant
7,0,2,6,1,0,benign,benign
7,0,2,423,1,0,benign,benign
7,0,2,440,0.1,0.9,malignant,malignant
7,0,2,538,1,0,benign,benign
7,0,2,285,0,1,malignant,malignant
7,0,2,490,1,0,benign,benign
7,0,2,614,1,0,benign,benign
7,0,2,261,0,1,malignant,malignant
7,0,2,95,1,0,benign,benign
7,0,2,689,1,0,benign,benign
7,0,2,86,0,1,malignant,malignant
7,0,2,540,1,0,benign,benign
7,0,2,314,1,0,benign,benign
7,0,3,248,0.8,0.2,benign,benign
7,0,3,39,0.2,0.8,malignant,malignant
7,0,3,584,0.7,0.3,benign,benign
7,0,3,21,0,1,malignant,malignant
7,0,3,89,1,0,benign,benign
7,0,3,140,1,0,benign,benign
7,0,3,68,0.1,0.9,malignant,malignant
7,0,3,401,1,0,benign,benign
7,0,3,133,1,0,benign,benign
7,0,3,12,0.8,0.2,benign,malignant
7,0,3,135,0.9,0.1,benign,benign
7,0,3,606,1,0,benign,benign
7,0,3,320,0,1,malignant,malignant
7,0,3,497,1,0,benign,benign
7,0,3,196,0,1,malignant,benign
7,0,3,328,0.3,0.7,malignant,malignant
7,0,3,566,1,0,benign,benign
7,0,3,265,0.9,0.1,benign,benign
7,0,3,227,0,1,malignant,malignant
7,0,3,589,1,0,benign,benign
7,0,3,342,1,0,benign,benign
7,0,3,142,0,1,malignant,malignant
7,0,3,178,1,0,benign,benign
7,0,3,640,1,0,benign,benign
7,0,3,467,0,1,malignant,malignant
7,0,3,601,1,0,benign,benign
7,0,3,380,1,0,benign,benign
7,0,3,151,0.2,0.8,malignant,malignant
7,0,3,341,1,0,benign,benign
7,0,3,542,1,0,benign,benign
7,0,3,111,0,1,malignant,malignant
7,0,3,463,1,0,benign,benign
7,0,3,412,0,1,malignant,malignant
7,0,3,362,1,0,benign,benign
7,0,3,667,1,0,benign,benign
7,0,3,190,0,1,malignant,malignant
7,0,3,418,0.9,0.1,benign,benign
7,0,3,154,1,0,benign,benign
7,0,3,604,0.1,0.9,malignant,malignant
7,0,3,494,0.5,0.5,benign,benign
7,0,3,389,1,0,benign,benign
7,0,3,344,0,1,malignant,malignant
7,0,3,602,1,0,benign,benign
7,0,3,24,1,0,benign,benign
7,0,3,71,0.2,0.8,malignant,malignant
7,0,3,354,1,0,benign,benign
7,0,3,383,1,0,benign,benign
7,0,3,251,0,1,malignant,malignant
7,0,3,438,1,0,benign,benign
7,0,3,673,1,0,benign,benign
7,0,3,230,0,1,malignant,malignant
7,0,3,33,1,0,benign,benign
7,0,3,16,1,0,benign,benign
7,0,3,226,0,1,malignant,malignant
7,0,3,364,1,0,benign,benign
7,0,3,1,0,1,malignant,benign
7,0,3,210,0,1,malignant,malignant
7,0,3,6,0.905738,0.094262,benign,benign
7,0,3,423,1,0,benign,benign
7,0,3,440,0,1,malignant,malignant
7,0,3,538,1,0,benign,benign
7,0,3,285,0,1,malignant,malignant
7,0,3,490,1,0,benign,benign
7,0,3,614,1,0,benign,benign
7,0,3,261,0,1,malignant,malignant
7,0,3,95,1,0,benign,benign
7,0,3,689,0.9,0.1,benign,benign
7,0,3,86,0.2,0.8,malignant,malignant
7,0,3,540,1,0,benign,benign
7,0,3,314,1,0,benign,benign
7,0,4,248,1,0,benign,benign
7,0,4,39,0.3,0.7,malignant,malignant
7,0,4,584,0.9,0.1,benign,benign
7,0,4,21,0.1,0.9,malignant,malignant
7,0,4,89,1,0,benign,benign
7,0,4,140,1,0,benign,benign
7,0,4,68,0.2,0.8,malignant,malignant
7,0,4,401,1,0,benign,benign
7,0,4,133,1,0,benign,benign
7,0,4,12,0.8,0.2,benign,malignant
7,0,4,135,1,0,benign,benign
7,0,4,606,1,0,benign,benign
7,0,4,320,0,1,malignant,malignant
7,0,4,497,1,0,benign,benign
7,0,4,196,0,1,malignant,benign
7,0,4,328,0.2,0.8,malignant,malignant
7,0,4,566,1,0,benign,benign
7,0,4,265,0.9,0.1,benign,benign
7,0,4,227,0,1,malignant,malignant
7,0,4,589,1,0,benign,benign
7,0,4,342,1,0,benign,benign
7,0,4,142,0,1,malignant,malignant
7,0,4,178,1,0,benign,benign
7,0,4,640,1,0,benign,benign
7,0,4,467,0,1,malignant,malignant
7,0,4,601,1,0,benign,benign
7,0,4,380,1,0,benign,benign
7,0,4,151,0.003704,0.996296,malignant,malignant
7,0,4,341,1,0,benign,benign
7,0,4,542,1,0,benign,benign
7,0,4,111,0.1,0.9,malignant,malignant
7,0,4,463,1,0,benign,benign
7,0,4,412,0,1,malignant,malignant
7,0,4,362,0.9,0.1,benign,benign
7,0,4,667,1,0,benign,benign
7,0,4,190,0,1,malignant,malignant
7,0,4,418,1,0,benign,benign
7,0,4,154,1,0,benign,benign
7,0,4,604,0.1,0.9,malignant,malignant
7,0,4,494,0.9,0.1,benign,benign
7,0,4,389,1,0,benign,benign
7,0,4,344,0,1,malignant,malignant
7,0,4,602,1,0,benign,benign
7,0,4,24,1,0,benign,benign
7,0,4,71,0.3,0.7,malignant,malignant
7,0,4,354,1,0,benign,benign
7,0,4,383,1,0,benign,benign
7,0,4,251,0,1,malignant,malignant
7,0,4,438,1,0,benign,benign
7,0,4,673,1,0,benign,benign
7,0,4,230,0,1,malignant,malignant
7,0,4,33,1,0,benign,benign
7,0,4,16,1,0,benign,benign
7,0,4,226,0,1,malignant,malignant
7,0,4,364,1,0,benign,benign
7,0,4,1,0,1,malignant,benign
7,0,4,210,0,1,malignant,malignant
7,0,4,6,0.903704,0.096296,benign,benign
7,0,4,423,1,0,benign,benign
7,0,4,440,0,1,malignant,malignant
7,0,4,538,1,0,benign,benign
7,0,4,285,0,1,malignant,malignant
7,0,4,490,1,0,benign,benign
7,0,4,614,1,0,benign,benign
7,0,4,261,0,1,malignant,malignant
7,0,4,95,1,0,benign,benign
7,0,4,689,1,0,benign,benign
7,0,4,86,0,1,malignant,malignant
7,0,4,540,1,0,benign,benign
7,0,4,314,1,0,benign,benign
7,0,5,248,0.7,0.3,benign,benign
7,0,5,39,0.1,0.9,malignant,malignant
7,0,5,584,0.9,0.1,benign,benign
7,0,5,21,0,1,malignant,malignant
7,0,5,89,1,0,benign,benign
7,0,5,140,1,0,benign,benign
7,0,5,68,0,1,malignant,malignant
7,0,5,401,1,0,benign,benign
7,0,5,133,1,0,benign,benign
7,0,5,12,0.3,0.7,malignant,malignant
7,0,5,135,1,0,benign,benign
7,0,5,606,1,0,benign,benign
7,0,5,320,0,1,malignant,malignant
7,0,5,497,1,0,benign,benign
7,0,5,196,0,1,malignant,benign
7,0,5,328,0,1,malignant,malignant
7,0,5,566,1,0,benign,benign
7,0,5,265,1,0,benign,benign
7,0,5,227,0,1,malignant,malignant
7,0,5,589,1,0,benign,benign
7,0,5,342,1,0,benign,benign
7,0,5,142,0,1,malignant,malignant
7,0,5,178,1,0,benign,benign
7,0,5,640,1,0,benign,benign
7,0,5,467,0,1,malignant,malignant
7,0,5,601,1,0,benign,benign
7,0,5,380,1,0,benign,benign
7,0,5,151,0.2,0.8,malignant,malignant
7,0,5,341,1,0,benign,benign
7,0,5,542,1,0,benign,benign
7,0,5,111,0.2,0.8,malignant,malignant
7,0,5,463,1,0,benign,benign
7,0,5,412,0,1,malignant,malignant
7,0,5,362,0.7,0.3,benign,benign
7,0,5,667,1,0,benign,benign
7,0,5,190,0,1,malignant,malignant
7,0,5,418,1,0,benign,benign
7,0,5,154,1,0,benign,benign
7,0,5,604,0,1,malignant,malignant
7,0,5,494,0.7,0.3,benign,benign
7,0,5,389,0.9,0.1,benign,benign
7,0,5,344,0,1,malignant,malignant
7,0,5,602,1,0,benign,benign
7,0,5,24,1,0,benign,benign
7,0,5,71,0,1,malignant,malignant
7,0,5,354,1,0,benign,benign
7,0,5,383,1,0,benign,benign
7,0,5,251,0.1,0.9,malignant,malignant
7,0,5,438,1,0,benign,benign
7,0,5,673,1,0,benign,benign
7,0,5,230,0,1,malignant,malignant
7,0,5,33,1,0,benign,benign
7,0,5,16,1,0,benign,benign
7,0,5,226,0,1,malignant,malignant
7,0,5,364,1,0,benign,benign
7,0,5,1,0.2,0.8,malignant,benign
7,0,5,210,0,1,malignant,malignant
7,0,5,6,1,0,benign,benign
7,0,5,423,1,0,benign,benign
7,0,5,440,0,1,malignant,malignant
7,0,5,538,1,0,benign,benign
7,0,5,285,0,1,malignant,malignant
7,0,5,490,1,0,benign,benign
7,0,5,614,1,0,benign,benign
7,0,5,261,0,1,malignant,malignant
7,0,5,95,1,0,benign,benign
7,0,5,689,1,0,benign,benign
7,0,5,86,0.1,0.9,malignant,malignant
7,0,5,540,1,0,benign,benign
7,0,5,314,1,0,benign,benign
7,0,6,248,0.9,0.1,benign,benign
7,0,6,39,0,1,malignant,malignant
7,0,6,584,0.9,0.1,benign,benign
7,0,6,21,0,1,malignant,malignant
7,0,6,89,1,0,benign,benign
7,0,6,140,1,0,benign,benign
7,0,6,68,0.2,0.8,malignant,malignant
7,0,6,401,1,0,benign,benign
7,0,6,133,1,0,benign,benign
7,0,6,12,0.5,0.5,benign,malignant
7,0,6,135,0.9,0.1,benign,benign
7,0,6,606,1,0,benign,benign
7,0,6,320,0,1,malignant,malignant
7,0,6,497,1,0,benign,benign
7,0,6,196,0,1,malignant,benign
7,0,6,328,0.1,0.9,malignant,malignant
7,0,6,566,1,0,benign,benign
7,0,6,265,1,0,benign,benign
7,0,6,227,0,1,malignant,malignant
7,0,6,589,1,0,benign,benign
7,0,6,342,1,0,benign,benign
7,0,6,142,0.1,0.9,malignant,malignant
7,0,6,178,1,0,benign,benign
7,0,6,640,1,0,benign,benign
7,0,6,467,0,1,malignant,malignant
7,0,6,601,1,0,benign,benign
7,0,6,380,1,0,benign,benign
7,0,6,151,0.1,0.9,malignant,malignant
7,0,6,341,1,0,benign,benign
7,0,6,542,1,0,benign,benign
7,0,6,111,0,1,malignant,malignant
7,0,6,463,1,0,benign,benign
7,0,6,412,0,1,malignant,malignant
7,0,6,362,0.8,0.2,benign,benign
7,0,6,667,1,0,benign,benign
7,0,6,190,0,1,malignant,malignant
7,0,6,418,1,0,benign,benign
7,0,6,154,1,0,benign,benign
7,0,6,604,0.3,0.7,malignant,malignant
7,0,6,494,0.3,0.7,malignant,benign
7,0,6,389,1,0,benign,benign
7,0,6,344,0,1,malignant,malignant
7,0,6,602,1,0,benign,benign
7,0,6,24,1,0,benign,benign
7,0,6,71,0.2,0.8,malignant,malignant
7,0,6,354,1,0,benign,benign
7,0,6,383,1,0,benign,benign
7,0,6,251,0,1,malignant,malignant
7,0,6,438,1,0,benign,benign
7,0,6,673,1,0,benign,benign
7,0,6,230,0,1,malignant,malignant
7,0,6,33,1,0,benign,benign
7,0,6,16,1,0,benign,benign
7,0,6,226,0,1,malignant,malignant
7,0,6,364,1,0,benign,benign
7,0,6,1,0.2,0.8,malignant,benign
7,0,6,210,0,1,malignant,malignant
7,0,6,6,1,0,benign,benign
7,0,6,423,1,0,benign,benign
7,0,6,440,0.1,0.9,malignant,malignant
7,0,6,538,1,0,benign,benign
7,0,6,285,0,1,malignant,malignant
7,0,6,490,1,0,benign,benign
7,0,6,614,1,0,benign,benign
7,0,6,261,0,1,malignant,malignant
7,0,6,95,1,0,benign,benign
7,0,6,689,1,0,benign,benign
7,0,6,86,0,1,malignant,malignant
7,0,6,540,1,0,benign,benign
7,0,6,314,1,0,benign,benign
7,0,7,248,0.9,0.1,benign,benign
7,0,7,39,0.3,0.7,malignant,malignant
7,0,7,584,1,0,benign,benign
7,0,7,21,0,1,malignant,malignant
7,0,7,89,1,0,benign,benign
7,0,7,140,1,0,benign,benign
7,0,7,68,0.1,0.9,malignant,malignant
7,0,7,401,1,0,benign,benign
7,0,7,133,1,0,benign,benign
7,0,7,12,0.2,0.8,malignant,malignant
7,0,7,135,1,0,benign,benign
7,0,7,606,1,0,benign,benign
7,0,7,320,0,1,malignant,malignant
7,0,7,497,1,0,benign,benign
7,0,7,196,0,1,malignant,benign
7,0,7,328,0,1,malignant,malignant
7,0,7,566,1,0,benign,benign
7,0,7,265,0.9,0.1,benign,benign
7,0,7,227,0,1,malignant,malignant
7,0,7,589,1,0,benign,benign
7,0,7,342,1,0,benign,benign
7,0,7,142,0,1,malignant,malignant
7,0,7,178,1,0,benign,benign
7,0,7,640,1,0,benign,benign
7,0,7,467,0,1,malignant,malignant
7,0,7,601,1,0,benign,benign
7,0,7,380,1,0,benign,benign
7,0,7,151,0.1,0.9,malignant,malignant
7,0,7,341,1,0,benign,benign
7,0,7,542,1,0,benign,benign
7,0,7,111,0,1,malignant,malignant
7,0,7,463,1,0,benign,benign
7,0,7,412,0,1,malignant,malignant
7,0,7,362,0.9,0.1,benign,benign
7,0,7,667,1,0,benign,benign
7,0,7,190,0,1,malignant,malignant
7,0,7,418,1,0,benign,benign
7,0,7,154,1,0,benign,benign
7,0,7,604,0.2,0.8,malignant,malignant
7,0,7,494,0.5,0.5,benign,benign
7,0,7,389,1,0,benign,benign
7,0,7,344,0,1,malignant,malignant
7,0,7,602,1,0,benign,benign
7,0,7,24,1,0,benign,benign
7,0,7,71,0.2,0.8,malignant,malignant
7,0,7,354,1,0,benign,benign
7,0,7,383,1,0,benign,benign
7,0,7,251,0,1,malignant,malignant
7,0,7,438,1,0,benign,benign
7,0,7,673,1,0,benign,benign
7,0,7,230,0,1,malignant,malignant
7,0,7,33,1,0,benign,benign
7,0,7,16,1,0,benign,benign
7,0,7,226,0,1,malignant,malignant
7,0,7,364,1,0,benign,benign
7,0,7,1,0.4,0.6,malignant,benign
7,0,7,210,0,1,malignant,malignant
7,0,7,6,1,0,benign,benign
7,0,7,423,1,0,benign,benign
7,0,7,440,0,1,malignant,malignant
7,0,7,538,1,0,benign,benign
7,0,7,285,0,1,malignant,malignant
7,0,7,490,1,0,benign,benign
7,0,7,614,1,0,benign,benign
7,0,7,261,0,1,malignant,malignant
7,0,7,95,1,0,benign,benign
7,0,7,689,1,0,benign,benign
7,0,7,86,0.3,0.7,malignant,malignant
7,0,7,540,1,0,benign,benign
7,0,7,314,1,0,benign,benign
7,1,0,367,0,1,malignant,malignant
7,1,0,516,1,0,benign,benign
7,1,0,692,1,0,benign,benign
7,1,0,381,0.4,0.6,malignant,malignant
7,1,0,595,1,0,benign,benign
7,1,0,325,1,0,benign,benign
7,1,0,487,0,1,malignant,malignant
7,1,0,503,1,0,benign,benign
7,1,0,437,1,0,benign,benign
7,1,0,697,0,1,malignant,malignant
7,1,0,274,1,0,benign,benign
7,1,0,216,1,0,benign,benign
7,1,0,247,0.6,0.4,benign,malignant
7,1,0,476,1,0,benign,benign
7,1,0,235,0.904545,0.095455,benign,benign
7,1,0,488,0.6,0.4,benign,malignant
7,1,0,121,1,0,benign,benign
7,1,0,303,1,0,benign,benign
7,1,0,295,0,1,malignant,malignant
7,1,0,195,1,0,benign,benign
7,1,0,109,0.2,0.8,malignant,malignant
7,1,0,66,1,0,benign,benign
7,1,0,547,1,0,benign,benign
7,1,0,571,0.2,0.8,malignant,malignant
7,1,0,108,1,0,benign,benign
7,1,0,90,1,0,benign,benign
7,1,0,44,0.1,0.9,malignant,malignant
7,1,0,164,1,0,benign,benign
7,1,0,82,1,0,benign,benign
7,1,0,358,0.1,0.9,malignant,malignant
7,1,0,296,0.3,0.7,malignant,benign
7,1,0,145,0.904545,0.095455,benign,benign
7,1,0,128,0.4,0.6,malignant,malignant
7,1,0,240,0.8,0.2,benign,benign
7,1,0,464,1,0,benign,benign
7,1,0,175,0,1,malignant,malignant
7,1,0,75,0.4,0.6,malignant,benign
7,1,0,368,1,0,benign,benign
7,1,0,366,0,1,malignant,malignant
7,1,0,631,1,0,benign,benign
7,1,0,613,1,0,benign,benign
7,1,0,457,0,1,malignant,malignant
7,1,0,533,1,0,benign,benign
7,1,0,620,1,0,benign,benign
7,1,0,155,0.6,0.4,benign,malignant
7,1,0,244,1,0,benign,benign
7,1,0,398,1,0,benign,benign
7,1,0,166,0.3,0.7,malignant,malignant
7,1,0,297,0.904545,0.095455,benign,benign
7,1,0,698,0.1,0.9,malignant,malignant
7,1,0,219,0.9,0.1,benign,benign
7,1,0,35,1,0,benign,benign
7,1,0,317,0,1,malignant,malignant
7,1,0,651,0.9,0.1,benign,benign
7,1,0,180,1,0,benign,benign
7,1,0,522,0.2,0.8,malignant,malignant
7,1,0,281,1,0,benign,benign
7,1,0,672,1,0,benign,benign
7,1,0,177,0.1,0.9,malignant,malignant
7,1,0,653,1,0,benign,benign
7,1,0,310,1,0,benign,benign
7,1,0,292,0.104545,0.895455,malignant,malignant
7,1,0,144,1,0,benign,benign
7,1,0,684,1,0,benign,benign
7,1,0,49,0.4,0.6,malignant,malignant
7,1,0,77,1,0,benign,benign
7,1,0,513,1,0,benign,benign
7,1,0,124,0.3,0.7,malignant,malignant
7,1,0,583,1,0,benign,benign
7,1,0,419,0.9,0.1,benign,benign
7,1,1,367,0,1,malignant,malignant
7,1,1,516,1,0,benign,benign
7,1,1,692,1,0,benign,benign
7,1,1,381,0,1,malignant,malignant
7,1,1,595,1,0,benign,benign
7,1,1,325,0.8,0.2,benign,benign
7,1,1,487,0,1,malignant,malignant
7,1,1,503,1,0,benign,benign
7,1,1,437,1,0,benign,benign
7,1,1,697,0,1,malignant,malignant
7,1,1,274,1,0,benign,benign
7,1,1,216,1,0,benign,benign
7,1,1,247,0.3,0.7,malignant,malignant
7,1,1,476,1,0,benign,benign
7,1,1,235,0.907677,0.092323,benign,benign
7,1,1,488,0.1,0.9,malignant,malignant
7,1,1,121,1,0,benign,benign
7,1,1,303,1,0,benign,benign
7,1,1,295,0,1,malignant,malignant
7,1,1,195,1,0,benign,benign
7,1,1,109,0,1,malignant,malignant
7,1,1,66,1,0,benign,benign
7,1,1,547,1,0,benign,benign
7,1,1,571,0,1,malignant,malignant
7,1,1,108,1,0,benign,benign
7,1,1,90,1,0,benign,benign
7,1,1,44,0.5,0.5,benign,malignant
7,1,1,164,0.962222,0.037778,benign,benign
7,1,1,82,1,0,benign,benign
7,1,1,358,0.1,0.9,malignant,malignant
7,1,1,296,0.2,0.8,malignant,benign
7,1,1,145,0.945455,0.054545,benign,benign
7,1,1,128,0.2,0.8,malignant,malignant
7,1,1,240,0.9,0.1,benign,benign
7,1,1,464,1,0,benign,benign
7,1,1,175,0,1,malignant,malignant
7,1,1,75,1,0,benign,benign
7,1,1,368,1,0,benign,benign
7,1,1,366,0,1,malignant,malignant
7,1,1,631,1,0,benign,benign
7,1,1,613,0.9,0.1,benign,benign
7,1,1,457,0,1,malignant,malignant
7,1,1,533,1,0,benign,benign
7,1,1,620,1,0,benign,benign
7,1,1,155,0.3,0.7,malignant,malignant
7,1,1,244,1,0,benign,benign
7,1,1,398,1,0,benign,benign
7,1,1,166,0.2,0.8,malignant,malignant
7,1,1,297,0.519608,0.480392,benign,benign
7,1,1,698,0,1,malignant,malignant
7,1,1,219,0.7,0.3,benign,benign
7,1,1,35,1,0,benign,benign
7,1,1,317,0,1,malignant,malignant
7,1,1,651,1,0,benign,benign
7,1,1,180,1,0,benign,benign
7,1,1,522,0.1,0.9,malignant,malignant
7,1,1,281,1,0,benign,benign
7,1,1,672,1,0,benign,benign
7,1,1,177,0.6,0.4,benign,malignant
7,1,1,653,1,0,benign,benign
7,1,1,310,1,0,benign,benign
7,1,1,292,0.147233,0.852767,malignant,malignant
7,1,1,144,1,0,benign,benign
7,1,1,684,1,0,benign,benign
7,1,1,49,0,1,malignant,malignant
7,1,1,77,0.9,0.1,benign,benign
7,1,1,513,1,0,benign,benign
7,1,1,124,0.2,0.8,malignant,malignant
7,1,1,583,1,0,benign,benign
7,1,1,419,0.9,0.1,benign,benign
7,1,2,367,0,1,malignant,malignant
7,1,2,516,1,0,benign,benign
7,1,2,692,1,0,benign,benign
7,1,2,381,0,1,malignant,malignant
7,1,2,595,1,0,benign,benign
7,1,2,325,0.9,0.1,benign,benign
7,1,2,487,0,1,malignant,malignant
7,1,2,503,1,0,benign,benign
7,1,2,437,1,0,benign,benign
7,1,2,697,0,1,malignant,malignant
7,1,2,274,1,0,benign,benign
7,1,2,216,1,0,benign,benign
7,1,2,247,0.2,0.8,malignant,malignant
7,1,2,476,1,0,benign,benign
7,1,2,235,1,0,benign,benign
7,1,2,488,0.3,0.7,malignant,malignant
7,1,2,121,0.8,0.2,benign,benign
7,1,2,303,1,0,benign,benign
7,1,2,295,0,1,malignant,malignant
7,1,2,195,1,0,benign,benign
7,1,2,109,0,1,malignant,malignant
7,1,2,66,1,0,benign,benign
7,1,2,547,1,0,benign,benign
7,1,2,571,0,1,malignant,malignant
7,1,2,108,1,0,benign,benign
7,1,2,90,1,0,benign,benign
7,1,2,44,0.2,0.8,malignant,malignant
7,1,2,164,1,0,benign,benign
7,1,2,82,1,0,benign,benign
7,1,2,358,0,1,malignant,malignant
7,1,2,296,0.1,0.9,malignant,benign
7,1,2,145,1,0,benign,benign
7,1,2,128,0.2,0.8,malignant,malignant
7,1,2,240,0.9,0.1,benign,benign
7,1,2,464,1,0,benign,benign
7,1,2,175,0,1,malignant,malignant
7,1,2,75,0.8,0.2,benign,benign
7,1,2,368,1,0,benign,benign
7,1,2,366,0,1,malignant,malignant
7,1,2,631,1,0,benign,benign
7,1,2,613,1,0,benign,benign
7,1,2,457,0,1,malignant,malignant
7,1,2,533,1,0,benign,benign
7,1,2,620,1,0,benign,benign
7,1,2,155,0.3,0.7,malignant,malignant
7,1,2,244,1,0,benign,benign
7,1,2,398,1,0,benign,benign
7,1,2,166,0.2,0.8,malignant,malignant
7,1,2,297,0.752924,0.247076,benign,benign
7,1,2,698,0.1,0.9,malignant,malignant
7,1,2,219,0.9,0.1,benign,benign
7,1,2,35,1,0,benign,benign
7,1,2,317,0,1,malignant,malignant
7,1,2,651,1,0,benign,benign
7,1,2,180,1,0,benign,benign
7,1,2,522,0,1,malignant,malignant
7,1,2,281,1,0,benign,benign
7,1,2,672,1,0,benign,benign
7,1,2,177,0.2,0.8,malignant,malignant
7,1,2,653,1,0,benign,benign
7,1,2,310,1,0,benign,benign
7,1,2,292,0.210524,0.789476,malignant,malignant
7,1,2,144,1,0,benign,benign
7,1,2,684,1,0,benign,benign
7,1,2,49,0,1,malignant,malignant
7,1,2,77,0.9,0.1,benign,benign
7,1,2,513,1,0,benign,benign
7,1,2,124,0.1,0.9,malignant,malignant
7,1,2,583,1,0,benign,benign
7,1,2,419,1,0,benign,benign
7,1,3,367,0,1,malignant,malignant
7,1,3,516,1,0,benign,benign
7,1,3,692,1,0,benign,benign
7,1,3,381,0,1,malignant,malignant
7,1,3,595,1,0,benign,benign
7,1,3,325,1,0,benign,benign
7,1,3,487,0,1,malignant,malignant
7,1,3,503,1,0,benign,benign
7,1,3,437,1,0,benign,benign
7,1,3,697,0.3,0.7,malignant,malignant
7,1,3,274,1,0,benign,benign
7,1,3,216,1,0,benign,benign
7,1,3,247,0.1,0.9,malignant,malignant
7,1,3,476,1,0,benign,benign
7,1,3,235,0.823043,0.176957,benign,benign
7,1,3,488,0.5,0.5,benign,malignant
7,1,3,121,1,0,benign,benign
7,1,3,303,1,0,benign,benign
7,1,3,295,0,1,malignant,malignant
7,1,3,195,1,0,benign,benign
7,1,3,109,0,1,malignant,malignant
7,1,3,66,1,0,benign,benign
7,1,3,547,1,0,benign,benign
7,1,3,571,0,1,malignant,malignant
7,1,3,108,1,0,benign,benign
7,1,3,90,1,0,benign,benign
7,1,3,44,0,1,malignant,malignant
7,1,3,164,1,0,benign,benign
7,1,3,82,1,0,benign,benign
7,1,3,358,0.2,0.8,malignant,malignant
7,1,3,296,0.2,0.8,malignant,benign
7,1,3,145,0.993043,0.006957,benign,benign
7,1,3,128,0.2,0.8,malignant,malignant
7,1,3,240,0.9,0.1,benign,benign
7,1,3,464,1,0,benign,benign
7,1,3,175,0,1,malignant,malignant
7,1,3,75,0.8,0.2,benign,benign
7,1,3,368,1,0,benign,benign
7,1,3,366,0,1,malignant,malignant
7,1,3,631,1,0,benign,benign
7,1,3,613,0.9,0.1,benign,benign
7,1,3,457,0,1,malignant,malignant
7,1,3,533,1,0,benign,benign
7,1,3,620,1,0,benign,benign
7,1,3,155,0.5,0.5,benign,malignant
7,1,3,244,1,0,benign,benign
7,1,3,398,1,0,benign,benign
7,1,3,166,0.3,0.7,malignant,malignant
7,1,3,297,0.711061,0.288939,benign,benign
7,1,3,698,0.1,0.9,malignant,malignant
7,1,3,219,0.9,0.1,benign,benign
7,1,3,35,1,0,benign,benign
7,1,3,317,0,1,malignant,malignant
7,1,3,651,1,0,benign,benign
7,1,3,180,1,0,benign,benign
7,1,3,522,0.2,0.8,malignant,malignant
7,1,3,281,1,0,benign,benign
7,1,3,672,1,0,benign,benign
7,1,3,177,0,1,malignant,malignant
7,1,3,653,1,0,benign,benign
7,1,3,310,1,0,benign,benign
7,1,3,292,0.143043,0.856957,malignant,malignant
7,1,3,144,1,0,benign,benign
7,1,3,684,1,0,benign,benign
7,1,3,49,0,1,malignant,malignant
7,1,3,77,0.9,0.1,benign,benign
7,1,3,513,1,0,benign,benign
7,1,3,124,0.3,0.7,malignant,malignant
7,1,3,583,1,0,benign,benign
7,1,3,419,0.9,0.1,benign,benign
7,1,4,367,0,1,malignant,malignant
7,1,4,516,1,0,benign,benign
7,1,4,692,1,0,benign,benign
7,1,4,381,0,1,malignant,malignant
7,1,4,595,1,0,benign,benign
7,1,4,325,0.6,0.4,benign,benign
7,1,4,487,0,1,malignant,malignant
7,1,4,503,1,0,benign,benign
7,1,4,437,1,0,benign,benign
7,1,4,697,0.1,0.9,malignant,malignant
7,1,4,274,1,0,benign,benign
7,1,4,216,1,0,benign,benign
7,1,4,247,0.2,0.8,malignant,malignant
7,1,4,476,1,0,benign,benign
7,1,4,235,0.985093,0.014907,benign,benign
7,1,4,488,0.1,0.9,malignant,malignant
7,1,4,121,0.9,0.1,benign,benign
7,1,4,303,1,0,benign,benign
7,1,4,295,0,1,malignant,malignant
7,1,4,195,1,0,benign,benign
7,1,4,109,0,1,malignant,malignant
7,1,4,66,1,0,benign,benign
7,1,4,547,1,0,benign,benign
7,1,4,571,0,1,malignant,malignant
7,1,4,108,1,0,benign,benign
7,1,4,90,1,0,benign,benign
7,1,4,44,0.1,0.9,malignant,malignant
7,1,4,164,0.970575,0.029425,benign,benign
7,1,4,82,0.9,0.1,benign,benign
7,1,4,358,0.1,0.9,malignant,malignant
7,1,4,296,0.1,0.9,malignant,benign
7,1,4,145,0.985093,0.014907,benign,benign
7,1,4,128,0.2,0.8,malignant,malignant
7,1,4,240,0.9,0.1,benign,benign
7,1,4,464,1,0,benign,benign
7,1,4,175,0,1,malignant,malignant
7,1,4,75,0.9,0.1,benign,benign
7,1,4,368,1,0,benign,benign
7,1,4,366,0,1,malignant,malignant
7,1,4,631,1,0,benign,benign
7,1,4,613,0.7,0.3,benign,benign
7,1,4,457,0,1,malignant,malignant
7,1,4,533,1,0,benign,benign
7,1,4,620,1,0,benign,benign
7,1,4,155,0.1,0.9,malignant,malignant
7,1,4,244,1,0,benign,benign
7,1,4,398,0.9,0.1,benign,benign
7,1,4,166,0,1,malignant,malignant
7,1,4,297,0.576749,0.423251,benign,benign
7,1,4,698,0.1,0.9,malignant,malignant
7,1,4,219,1,0,benign,benign
7,1,4,35,1,0,benign,benign
7,1,4,317,0,1,malignant,malignant
7,1,4,651,0.9,0.1,benign,benign
7,1,4,180,1,0,benign,benign
7,1,4,522,0,1,malignant,malignant
7,1,4,281,1,0,benign,benign
7,1,4,672,1,0,benign,benign
7,1,4,177,0.1,0.9,malignant,malignant
7,1,4,653,1,0,benign,benign
7,1,4,310,1,0,benign,benign
7,1,4,292,0.176749,0.823251,malignant,malignant
7,1,4,144,1,0,benign,benign
7,1,4,684,1,0,benign,benign
7,1,4,49,0,1,malignant,malignant
7,1,4,77,0.6,0.4,benign,benign
7,1,4,513,1,0,benign,benign
7,1,4,124,0.3,0.7,malignant,malignant
7,1,4,583,1,0,benign,benign
7,1,4,419,0.9,0.1,benign,benign
7,1,5,367,0,1,malignant,malignant
7,1,5,516,1,0,benign,benign
7,1,5,692,1,0,benign,benign
7,1,5,381,0,1,malignant,malignant
7,1,5,595,1,0,benign,benign
7,1,5,325,1,0,benign,benign
7,1,5,487,0,1,malignant,malignant
7,1,5,503,1,0,benign,benign
7,1,5,437,1,0,benign,benign
7,1,5,697,0,1,malignant,malignant
7,1,5,274,1,0,benign,benign
7,1,5,216,1,0,benign,benign
7,1,5,247,0.1,0.9,malignant,malignant
7,1,5,476,1,0,benign,benign
7,1,5,235,1,0,benign,benign
7,1,5,488,0.1,0.9,malignant,malignant
7,1,5,121,1,0,benign,benign
7,1,5,303,1,0,benign,benign
7,1,5,295,0,1,malignant,malignant
7,1,5,195,1,0,benign,benign
7,1,5,109,0.1,0.9,malignant,malignant
7,1,5,66,1,0,benign,benign
7,1,5,547,1,0,benign,benign
7,1,5,571,0.1,0.9,malignant,malignant
7,1,5,108,1,0,benign,benign
7,1,5,90,1,0,benign,benign
7,1,5,44,0,1,malignant,malignant
7,1,5,164,0.992991,0.007009,benign,benign
7,1,5,82,1,0,benign,benign
7,1,5,358,0,1,malignant,malignant
7,1,5,296,0.3,0.7,malignant,benign
7,1,5,145,1,0,benign,benign
7,1,5,128,0.1,0.9,malignant,malignant
7,1,5,240,1,0,benign,benign
7,1,5,464,1,0,benign,benign
7,1,5,175,0,1,malignant,malignant
7,1,5,75,1,0,benign,benign
7,1,5,368,1,0,benign,benign
7,1,5,366,0,1,malignant,malignant
7,1,5,631,1,0,benign,benign
7,1,5,613,0.8,0.2,benign,benign
7,1,5,457,0,1,malignant,malignant
7,1,5,533,1,0,benign,benign
7,1,5,620,1,0,benign,benign
7,1,5,155,0.1,0.9,malignant,malignant
7,1,5,244,1,0,benign,benign
7,1,5,398,1,0,benign,benign
7,1,5,166,0.1,0.9,malignant,malignant
7,1,5,297,0.562768,0.437232,benign,benign
7,1,5,698,0,1,malignant,malignant
7,1,5,219,1,0,benign,benign
7,1,5,35,1,0,benign,benign
7,1,5,317,0.1,0.9,malignant,malignant
7,1,5,651,1,0,benign,benign
7,1,5,180,1,0,benign,benign
7,1,5,522,0.3,0.7,malignant,malignant
7,1,5,281,1,0,benign,benign
7,1,5,672,1,0,benign,benign
7,1,5,177,0.1,0.9,malignant,malignant
7,1,5,653,1,0,benign,benign
7,1,5,310,1,0,benign,benign
7,1,5,292,0.192991,0.807009,malignant,malignant
7,1,5,144,1,0,benign,benign
7,1,5,684,1,0,benign,benign
7,1,5,49,0.1,0.9,malignant,malignant
7,1,5,77,1,0,benign,benign
7,1,5,513,1,0,benign,benign
7,1,5,124,0.2,0.8,malignant,malignant
7,1,5,583,1,0,benign,benign
7,1,5,419,0.7,0.3,benign,benign
7,1,6,367,0,1,malignant,malignant
7,1,6,516,1,0,benign,benign
7,1,6,692,1,0,benign,benign
7,1,6,381,0.1,0.9,malignant,malignant
7,1,6,595,1,0,benign,benign
7,1,6,325,1,0,benign,benign
7,1,6,487,0,1,malignant,malignant
7,1,6,503,1,0,benign,benign
7,1,6,437,1,0,benign,benign
7,1,6,697,0.2,0.8,malignant,malignant
7,1,6,274,1,0,benign,benign
7,1,6,216,1,0,benign,benign
7,1,6,247,0,1,malignant,malignant
7,1,6,476,1,0,benign,benign
7,1,6,235,1,0,benign,benign
7,1,6,488,0.1,0.9,malignant,malignant
7,1,6,121,1,0,benign,benign
7,1,6,303,1,0,benign,benign
7,1,6,295,0,1,malignant,malignant
7,1,6,195,1,0,benign,benign
7,1,6,109,0.1,0.9,malignant,malignant
7,1,6,66,1,0,benign,benign
7,1,6,547,1,0,benign,benign
7,1,6,571,0,1,malignant,malignant
7,1,6,108,1,0,benign,benign
7,1,6,90,1,0,benign,benign
7,1,6,44,0,1,malignant,malignant
7,1,6,164,0.990821,0.009179,benign,benign
7,1,6,82,1,0,benign,benign
7,1,6,358,0.1,0.9,malignant,malignant
7,1,6,296,0.5,0.5,benign,benign
7,1,6,145,1,0,benign,benign
7,1,6,128,0,1,malignant,malignant
7,1,6,240,1,0,benign,benign
7,1,6,464,1,0,benign,benign
7,1,6,175,0,1,malignant,malignant
7,1,6,75,1,0,benign,benign
7,1,6,368,1,0,benign,benign
7,1,6,366,0,1,malignant,malignant
7,1,6,631,1,0,benign,benign
7,1,6,613,1,0,benign,benign
7,1,6,457,0.016929,0.983071,malignant,malignant
7,1,6,533,1,0,benign,benign
7,1,6,620,1,0,benign,benign
7,1,6,155,0.3,0.7,malignant,malignant
7,1,6,244,1,0,benign,benign
7,1,6,398,1,0,benign,benign
7,1,6,166,0.028475,0.971525,malignant,malignant
7,1,6,297,0.315522,0.684478,malignant,benign
7,1,6,698,0,1,malignant,malignant
7,1,6,219,1,0,benign,benign
7,1,6,35,1,0,benign,benign
7,1,6,317,0,1,malignant,malignant
7,1,6,651,1,0,benign,benign
7,1,6,180,1,0,benign,benign
7,1,6,522,0.1,0.9,malignant,malignant
7,1,6,281,1,0,benign,benign
7,1,6,672,1,0,benign,benign
7,1,6,177,0.1,0.9,malignant,malignant
7,1,6,653,1,0,benign,benign
7,1,6,310,1,0,benign,benign
7,1,6,292,0.096167,0.903833,malignant,malignant
7,1,6,144,1,0,benign,benign
7,1,6,684,1,0,benign,benign
7,1,6,49,0.1,0.9,malignant,malignant
7,1,6,77,1,0,benign,benign
7,1,6,513,1,0,benign,benign
7,1,6,124,0.1,0.9,malignant,malignant
7,1,6,583,1,0,benign,benign
7,1,6,419,1,0,benign,benign
7,1,7,367,0,1,malignant,malignant
7,1,7,516,1,0,benign,benign
7,1,7,692,1,0,benign,benign
7,1,7,381,0.041359,0.958641,malignant,malignant
7,1,7,595,1,0,benign,benign
7,1,7,325,1,0,benign,benign
7,1,7,487,0,1,malignant,malignant
7,1,7,503,1,0,benign,benign
7,1,7,437,1,0,benign,benign
7,1,7,697,0.1,0.9,malignant,malignant
7,1,7,274,1,0,benign,benign
7,1,7,216,1,0,benign,benign
7,1,7,247,0.1,0.9,malignant,malignant
7,1,7,476,1,0,benign,benign
7,1,7,235,0.949399,0.050601,benign,benign
7,1,7,488,0.2,0.8,malignant,malignant
7,1,7,121,1,0,benign,benign
7,1,7,303,1,0,benign,benign
7,1,7,295,0,1,malignant,malignant
7,1,7,195,1,0,benign,benign
7,1,7,109,0.1,0.9,malignant,malignant
7,1,7,66,1,0,benign,benign
7,1,7,547,1,0,benign,benign
7,1,7,571,0.041359,0.958641,malignant,malignant
7,1,7,108,1,0,benign,benign
7,1,7,90,1,0,benign,benign
7,1,7,44,0,1,malignant,malignant
7,1,7,164,0.992054,0.007946,benign,benign
7,1,7,82,1,0,benign,benign
7,1,7,358,0.2,0.8,malignant,malignant
7,1,7,296,0.1,0.9,malignant,benign
7,1,7,145,0.933359,0.066641,benign,benign
7,1,7,128,0,1,malignant,malignant
7,1,7,240,1,0,benign,benign
7,1,7,464,1,0,benign,benign
7,1,7,175,0,1,malignant,malignant
7,1,7,75,1,0,benign,benign
7,1,7,368,1,0,benign,benign
7,1,7,366,0,1,malignant,malignant
7,1,7,631,1,0,benign,benign
7,1,7,613,1,0,benign,benign
7,1,7,457,0,1,malignant,malignant
7,1,7,533,1,0,benign,benign
7,1,7,620,1,0,benign,benign
7,1,7,155,0.1,0.9,malignant,malignant
7,1,7,244,1,0,benign,benign
7,1,7,398,1,0,benign,benign
7,1,7,166,0.1,0.9,malignant,malignant
7,1,7,297,0.510945,0.489055,benign,benign
7,1,7,698,0.1,0.9,malignant,malignant
7,1,7,219,1,0,benign,benign
7,1,7,35,1,0,benign,benign
7,1,7,317,0.1,0.9,malignant,malignant
7,1,7,651,1,0,benign,benign
7,1,7,180,1,0,benign,benign
7,1,7,522,0.1,0.9,malignant,malignant
7,1,7,281,1,0,benign,benign
7,1,7,672,1,0,benign,benign
7,1,7,177,0.1,0.9,malignant,malignant
7,1,7,653,1,0,benign,benign
7,1,7,310,1,0,benign,benign
7,1,7,292,0.022715,0.977285,malignant,malignant
7,1,7,144,1,0,benign,benign
7,1,7,684,1,0,benign,benign
7,1,7,49,0,1,malignant,malignant
7,1,7,77,1,0,benign,benign
7,1,7,513,1,0,benign,benign
7,1,7,124,0.2,0.8,malignant,malignant
7,1,7,583,1,0,benign,benign
7,1,7,419,1,0,benign,benign
7,2,0,357,0,1,malignant,malignant
7,2,0,275,0.904545,0.095455,benign,benign
7,2,0,9,1,0,benign,benign
7,2,0,60,0.5,0.5,benign,malignant
7,2,0,649,1,0,benign,benign
7,2,0,525,1,0,benign,benign
7,2,0,574,0,1,malignant,malignant
7,2,0,139,1,0,benign,benign
7,2,0,360,0,1,malignant,malignant
7,2,0,501,1,0,benign,benign
7,2,0,659,1,0,benign,benign
7,2,0,255,0.7,0.3,benign,malignant
7,2,0,539,0.8,0.2,benign,benign
7,2,0,474,1,0,benign,benign
7,2,0,105,0.5,0.5,benign,malignant
7,2,0,394,1,0,benign,benign
7,2,0,654,1,0,benign,benign
7,2,0,233,0.1,0.9,malignant,malignant
7,2,0,228,1,0,benign,benign
7,2,0,291,1,0,benign,benign
7,2,0,612,0,1,malignant,malignant
7,2,0,276,1,0,benign,benign
7,2,0,396,1,0,benign,benign
7,2,0,263,0.3,0.7,malignant,malignant
7,2,0,688,1,0,benign,benign
7,2,0,504,1,0,benign,benign
7,2,0,514,0.1,0.9,malignant,malignant
7,2,0,529,1,0,benign,benign
7,2,0,258,1,0,benign,benign
7,2,0,99,0.1,0.9,malignant,malignant
7,2,0,473,1,0,benign,benign
7,2,0,2,1,0,benign,benign
7,2,0,359,0.5,0.5,benign,malignant
7,2,0,193,1,0,benign,benign
7,2,0,375,1,0,benign,benign
7,2,0,530,0.8,0.2,benign,malignant
7,2,0,3,0.6,0.4,benign,benign
7,2,0,349,0.3,0.7,malignant,malignant
7,2,0,45,1,0,benign,benign
7,2,0,115,1,0,benign,benign
7,2,0,254,0.1,0.9,malignant,malignant
7,2,0,458,1,0,benign,benign
7,2,0,660,1,0,benign,benign
7,2,0,87,0.1,0.9,malignant,malignant
7,2,0,644,1,0,benign,benign
7,2,0,480,1,0,benign,benign
7,2,0,400,0,1,malignant,malignant
7,2,0,318,0.9,0.1,benign,benign
7,2,0,225,1,0,benign,benign
7,2,0,260,0,1,malignant,malignant
7,2,0,441,0.9,0.1,benign,benign
7,2,0,76,1,0,benign,benign
7,2,0,636,0.1,0.9,malignant,malignant
7,2,0,683,1,0,benign,benign
7,2,0,37,0.2,0.8,malignant,benign
7,2,0,570,0.1,0.9,malignant,malignant
7,2,0,197,0.9,0.1,benign,benign
7,2,0,242,1,0,benign,benign
7,2,0,103,0.3,0.7,malignant,malignant
7,2,0,442,0.9,0.1,benign,benign
7,2,0,138,1,0,benign,benign
7,2,0,435,0.1,0.9,malignant,malignant
7,2,0,249,1,0,benign,benign
7,2,0,632,1,0,benign,benign
7,2,0,205,0,1,malignant,malignant
7,2,0,646,1,0,benign,benign
7,2,0,213,0,1,malignant,malignant
7,2,0,169,1,0,benign,benign
7,2,0,682,1,0,benign,benign
7,2,0,67,0.3,0.7,malignant,malignant
7,2,1,357,0,1,malignant,malignant
7,2,1,275,0.978667,0.021333,benign,benign
7,2,1,9,1,0,benign,benign
7,2,1,60,0.2,0.8,malignant,malignant
7,2,1,649,1,0,benign,benign
7,2,1,525,1,0,benign,benign
7,2,1,574,0.1,0.9,malignant,malignant
7,2,1,139,0.978667,0.021333,benign,benign
7,2,1,360,0,1,malignant,malignant
7,2,1,501,1,0,benign,benign
7,2,1,659,1,0,benign,benign
7,2,1,255,0.3,0.7,malignant,malignant
7,2,1,539,0.7,0.3,benign,benign
7,2,1,474,1,0,benign,benign
7,2,1,105,0.5,0.5,benign,malignant
7,2,1,394,0.8,0.2,benign,benign
7,2,1,654,1,0,benign,benign
7,2,1,233,0.2,0.8,malignant,malignant
7,2,1,228,1,0,benign,benign
7,2,1,291,1,0,benign,benign
7,2,1,612,0,1,malignant,malignant
7,2,1,276,1,0,benign,benign
7,2,1,396,1,0,benign,benign
7,2,1,263,0.1,0.9,malignant,malignant
7,2,1,688,1,0,benign,benign
7,2,1,504,1,0,benign,benign
7,2,1,514,0.1,0.9,malignant,malignant
7,2,1,529,1,0,benign,benign
7,2,1,258,1,0,benign,benign
7,2,1,99,0,1,malignant,malignant
7,2,1,473,1,0,benign,benign
7,2,1,2,1,0,benign,benign
7,2,1,359,0.3,0.7,malignant,malignant
7,2,1,193,1,0,benign,benign
7,2,1,375,1,0,benign,benign
7,2,1,530,0.3,0.7,malignant,malignant
7,2,1,3,0.3,0.7,malignant,benign
7,2,1,349,0.3,0.7,malignant,malignant
7,2,1,45,1,0,benign,benign
7,2,1,115,0.9,0.1,benign,benign
7,2,1,254,0,1,malignant,malignant
7,2,1,458,1,0,benign,benign
7,2,1,660,1,0,benign,benign
7,2,1,87,0,1,malignant,malignant
7,2,1,644,1,0,benign,benign
7,2,1,480,1,0,benign,benign
7,2,1,400,0,1,malignant,malignant
7,2,1,318,1,0,benign,benign
7,2,1,225,1,0,benign,benign
7,2,1,260,0,1,malignant,malignant
7,2,1,441,0.8,0.2,benign,benign
7,2,1,76,1,0,benign,benign
7,2,1,636,0.2,0.8,malignant,malignant
7,2,1,683,1,0,benign,benign
7,2,1,37,0.4,0.6,malignant,benign
7,2,1,570,0,1,malignant,malignant
7,2,1,197,1,0,benign,benign
7,2,1,242,1,0,benign,benign
7,2,1,103,0.5,0.5,benign,malignant
7,2,1,442,0.9,0.1,benign,benign
7,2,1,138,1,0,benign,benign
7,2,1,435,0,1,malignant,malignant
7,2,1,249,0.978667,0.021333,benign,benign
7,2,1,632,1,0,benign,benign
7,2,1,205,0,1,malignant,malignant
7,2,1,646,1,0,benign,benign
7,2,1,213,0,1,malignant,malignant
7,2,1,169,1,0,benign,benign
7,2,1,682,1,0,benign,benign
7,2,1,67,0.3,0.7,malignant,malignant
7,2,2,357,0,1,malignant,malignant
7,2,2,275,1,0,benign,benign
7,2,2,9,1,0,benign,benign
7,2,2,60,0.4,0.6,malignant,malignant
7,2,2,649,1,0,benign,benign
7,2,2,525,1,0,benign,benign
7,2,2,574,0,1,malignant,malignant
7,2,2,139,1,0,benign,benign
7,2,2,360,0,1,malignant,malignant
7,2,2,501,1,0,benign,benign
7,2,2,659,1,0,benign,benign
7,2,2,255,0.2,0.8,malignant,malignant
7,2,2,539,0.9,0.1,benign,benign
7,2,2,474,1,0,benign,benign
7,2,2,105,0.3,0.7,malignant,malignant
7,2,2,394,0.8,0.2,benign,benign
7,2,2,654,1,0,benign,benign
7,2,2,233,0.4,0.6,malignant,malignant
7,2,2,228,1,0,benign,benign
7,2,2,291,1,0,benign,benign
7,2,2,612,0,1,malignant,malignant
7,2,2,276,1,0,benign,benign
7,2,2,396,1,0,benign,benign
7,2,2,263,0.2,0.8,malignant,malignant
7,2,2,688,1,0,benign,benign
7,2,2,504,1,0,benign,benign
7,2,2,514,0,1,malignant,malignant
7,2,2,529,1,0,benign,benign
7,2,2,258,1,0,benign,benign
7,2,2,99,0,1,malignant,malignant
7,2,2,473,1,0,benign,benign
7,2,2,2,1,0,benign,benign
7,2,2,359,0.1,0.9,malignant,malignant
7,2,2,193,1,0,benign,benign
7,2,2,375,1,0,benign,benign
7,2,2,530,0.3,0.7,malignant,malignant
7,2,2,3,0.2,0.8,malignant,benign
7,2,2,349,0.5,0.5,benign,malignant
7,2,2,45,1,0,benign,benign
7,2,2,115,1,0,benign,benign
7,2,2,254,0.1,0.9,malignant,malignant
7,2,2,458,1,0,benign,benign
7,2,2,660,1,0,benign,benign
7,2,2,87,0,1,malignant,malignant
7,2,2,644,1,0,benign,benign
7,2,2,480,1,0,benign,benign
7,2,2,400,0,1,malignant,malignant
7,2,2,318,0.9,0.1,benign,benign
7,2,2,225,1,0,benign,benign
7,2,2,260,0,1,malignant,malignant
7,2,2,441,0.9,0.1,benign,benign
7,2,2,76,1,0,benign,benign
7,2,2,636,0.1,0.9,malignant,malignant
7,2,2,683,1,0,benign,benign
7,2,2,37,0.8,0.2,benign,benign
7,2,2,570,0.2,0.8,malignant,malignant
7,2,2,197,1,0,benign,benign
7,2,2,242,1,0,benign,benign
7,2,2,103,0.6,0.4,benign,malignant
7,2,2,442,0.9,0.1,benign,benign
7,2,2,138,1,0,benign,benign
7,2,2,435,0.3,0.7,malignant,malignant
7,2,2,249,1,0,benign,benign
7,2,2,632,1,0,benign,benign
7,2,2,205,0,1,malignant,malignant
7,2,2,646,1,0,benign,benign
7,2,2,213,0,1,malignant,malignant
7,2,2,169,1,0,benign,benign
7,2,2,682,1,0,benign,benign
7,2,2,67,0.5,0.5,benign,malignant
7,2,3,357,0,1,malignant,malignant
7,2,3,275,0.999029,0.000971,benign,benign
7,2,3,9,1,0,benign,benign
7,2,3,60,0.5,0.5,benign,malignant
7,2,3,649,1,0,benign,benign
7,2,3,525,1,0,benign,benign
7,2,3,574,0,1,malignant,malignant
7,2,3,139,0.999029,0.000971,benign,benign
7,2,3,360,0,1,malignant,malignant
7,2,3,501,1,0,benign,benign
7,2,3,659,1,0,benign,benign
7,2,3,255,0.2,0.8,malignant,malignant
7,2,3,539,1,0,benign,benign
7,2,3,474,1,0,benign,benign
7,2,3,105,0.4,0.6,malignant,malignant
7,2,3,394,1,0,benign,benign
7,2,3,654,1,0,benign,benign
7,2,3,233,0.3,0.7,malignant,malignant
7,2,3,228,1,0,benign,benign
7,2,3,291,1,0,benign,benign
7,2,3,612,0,1,malignant,malignant
7,2,3,276,1,0,benign,benign
7,2,3,396,1,0,benign,benign
7,2,3,263,0.4,0.6,malignant,malignant
7,2,3,688,1,0,benign,benign
7,2,3,504,1,0,benign,benign
7,2,3,514,0,1,malignant,malignant
7,2,3,529,1,0,benign,benign
7,2,3,258,1,0,benign,benign
7,2,3,99,0,1,malignant,malignant
7,2,3,473,1,0,benign,benign
7,2,3,2,1,0,benign,benign
7,2,3,359,0,1,malignant,malignant
7,2,3,193,1,0,benign,benign
7,2,3,375,1,0,benign,benign
7,2,3,530,0.2,0.8,malignant,malignant
7,2,3,3,0,1,malignant,benign
7,2,3,349,0.4,0.6,malignant,malignant
7,2,3,45,1,0,benign,benign
7,2,3,115,1,0,benign,benign
7,2,3,254,0,1,malignant,malignant
7,2,3,458,1,0,benign,benign
7,2,3,660,1,0,benign,benign
7,2,3,87,0,1,malignant,malignant
7,2,3,644,1,0,benign,benign
7,2,3,480,1,0,benign,benign
7,2,3,400,0,1,malignant,malignant
7,2,3,318,1,0,benign,benign
7,2,3,225,1,0,benign,benign
7,2,3,260,0,1,malignant,malignant
7,2,3,441,0.9,0.1,benign,benign
7,2,3,76,1,0,benign,benign
7,2,3,636,0,1,malignant,malignant
7,2,3,683,1,0,benign,benign
7,2,3,37,1,0,benign,benign
7,2,3,570,0.3,0.7,malignant,malignant
7,2,3,197,1,0,benign,benign
7,2,3,242,1,0,benign,benign
7,2,3,103,0.5,0.5,benign,malignant
7,2,3,442,1,0,benign,benign
7,2,3,138,1,0,benign,benign
7,2,3,435,0.1,0.9,malignant,malignant
7,2,3,249,0.999029,0.000971,benign,benign
7,2,3,632,1,0,benign,benign
7,2,3,205,0,1,malignant,malignant
7,2,3,646,1,0,benign,benign
7,2,3,213,0,1,malignant,malignant
7,2,3,169,1,0,benign,benign
7,2,3,682,1,0,benign,benign
7,2,3,67,0.6,0.4,benign,malignant
7,2,4,357,0,1,malignant,malignant
7,2,4,275,1,0,benign,benign
7,2,4,9,1,0,benign,benign
7,2,4,60,0.540288,0.459712,benign,malignant
7,2,4,649,1,0,benign,benign
7,2,4,525,1,0,benign,benign
7,2,4,574,0,1,malignant,malignant
7,2,4,139,1,0,benign,benign
7,2,4,360,0,1,malignant,malignant
7,2,4,501,1,0,benign,benign
7,2,4,659,1,0,benign,benign
7,2,4,255,0,1,malignant,malignant
7,2,4,539,0.9,0.1,benign,benign
7,2,4,474,1,0,benign,benign
7,2,4,105,0.4,0.6,malignant,malignant
7,2,4,394,1,0,benign,benign
7,2,4,654,1,0,benign,benign
7,2,4,233,0.2,0.8,malignant,malignant
7,2,4,228,1,0,benign,benign
7,2,4,291,1,0,benign,benign
7,2,4,612,0,1,malignant,malignant
7,2,4,276,1,0,benign,benign
7,2,4,396,1,0,benign,benign
7,2,4,263,0.1,0.9,malignant,malignant
7,2,4,688,1,0,benign,benign
7,2,4,504,1,0,benign,benign
7,2,4,514,0,1,malignant,malignant
7,2,4,529,1,0,benign,benign
7,2,4,258,1,0,benign,benign
7,2,4,99,0,1,malignant,malignant
7,2,4,473,1,0,benign,benign
7,2,4,2,1,0,benign,benign
7,2,4,359,0.1,0.9,malignant,malignant
7,2,4,193,1,0,benign,benign
7,2,4,375,1,0,benign,benign
7,2,4,530,0.3,0.7,malignant,malignant
7,2,4,3,0,1,malignant,benign
7,2,4,349,0.2,0.8,malignant,malignant
7,2,4,45,1,0,benign,benign
7,2,4,115,1,0,benign,benign
7,2,4,254,0,1,malignant,malignant
7,2,4,458,1,0,benign,benign
7,2,4,660,1,0,benign,benign
7,2,4,87,0,1,malignant,malignant
7,2,4,644,1,0,benign,benign
7,2,4,480,1,0,benign,benign
7,2,4,400,0,1,malignant,malignant
7,2,4,318,0.9,0.1,benign,benign
7,2,4,225,1,0,benign,benign
7,2,4,260,0,1,malignant,malignant
7,2,4,441,0.7,0.3,benign,benign
7,2,4,76,1,0,benign,benign
7,2,4,636,0,1,malignant,malignant
7,2,4,683,1,0,benign,benign
7,2,4,37,0.9,0.1,benign,benign
7,2,4,570,0,1,malignant,malignant
7,2,4,197,1,0,benign,benign
7,2,4,242,1,0,benign,benign
7,2,4,103,0.5,0.5,benign,malignant
7,2,4,442,1,0,benign,benign
7,2,4,138,1,0,benign,benign
7,2,4,435,0,1,malignant,malignant
7,2,4,249,1,0,benign,benign
7,2,4,632,1,0,benign,benign
7,2,4,205,0,1,malignant,malignant
7,2,4,646,1,0,benign,benign
7,2,4,213,0,1,malignant,malignant
7,2,4,169,1,0,benign,benign
7,2,4,682,1,0,benign,benign
7,2,4,67,0.543478,0.456522,benign,malignant
7,2,5,357,0,1,malignant,malignant
7,2,5,275,1,0,benign,benign
7,2,5,9,1,0,benign,benign
7,2,5,60,0.6,0.4,benign,malignant
7,2,5,649,1,0,benign,benign
7,2,5,525,1,0,benign,benign
7,2,5,574,0.1,0.9,malignant,malignant
7,2,5,139,1,0,benign,benign
7,2,5,360,0,1,malignant,malignant
7,2,5,501,1,0,benign,benign
7,2,5,659,1,0,benign,benign
7,2,5,255,0.2,0.8,malignant,malignant
7,2,5,539,1,0,benign,benign
7,2,5,474,1,0,benign,benign
7,2,5,105,0.5,0.5,benign,malignant
7,2,5,394,1,0,benign,benign
7,2,5,654,1,0,benign,benign
7,2,5,233,0.1,0.9,malignant,malignant
7,2,5,228,1,0,benign,benign
7,2,5,291,1,0,benign,benign
7,2,5,612,0,1,malignant,malignant
7,2,5,276,1,0,benign,benign
7,2,5,396,1,0,benign,benign
7,2,5,263,0,1,malignant,malignant
7,2,5,688,1,0,benign,benign
7,2,5,504,1,0,benign,benign
7,2,5,514,0,1,malignant,malignant
7,2,5,529,1,0,benign,benign
7,2,5,258,1,0,benign,benign
7,2,5,99,0,1,malignant,malignant
7,2,5,473,1,0,benign,benign
7,2,5,2,1,0,benign,benign
7,2,5,359,0.5,0.5,benign,malignant
7,2,5,193,1,0,benign,benign
7,2,5,375,1,0,benign,benign
7,2,5,530,0.2,0.8,malignant,malignant
7,2,5,3,0.3,0.7,malignant,benign
7,2,5,349,0.6,0.4,benign,malignant
7,2,5,45,1,0,benign,benign
7,2,5,115,1,0,benign,benign
7,2,5,254,0.283333,0.716667,malignant,malignant
7,2,5,458,1,0,benign,benign
7,2,5,660,1,0,benign,benign
7,2,5,87,0,1,malignant,malignant
7,2,5,644,1,0,benign,benign
7,2,5,480,1,0,benign,benign
7,2,5,400,0,1,malignant,malignant
7,2,5,318,1,0,benign,benign
7,2,5,225,1,0,benign,benign
7,2,5,260,0,1,malignant,malignant
7,2,5,441,0.9,0.1,benign,benign
7,2,5,76,1,0,benign,benign
7,2,5,636,0,1,malignant,malignant
7,2,5,683,1,0,benign,benign
7,2,5,37,0.9,0.1,benign,benign
7,2,5,570,0,1,malignant,malignant
7,2,5,197,1,0,benign,benign
7,2,5,242,1,0,benign,benign
7,2,5,103,0.5,0.5,benign,malignant
7,2,5,442,1,0,benign,benign
7,2,5,138,1,0,benign,benign
7,2,5,435,0.183333,0.816667,malignant,malignant
7,2,5,249,1,0,benign,benign
7,2,5,632,1,0,benign,benign
7,2,5,205,0,1,malignant,malignant
7,2,5,646,1,0,benign,benign
7,2,5,213,0,1,malignant,malignant
7,2,5,169,1,0,benign,benign
7,2,5,682,1,0,benign,benign
7,2,5,67,0,1,malignant,malignant
7,2,6,357,0,1,malignant,malignant
7,2,6,275,0.982125,0.017875,benign,benign
7,2,6,9,1,0,benign,benign
7,2,6,60,0.2,0.8,malignant,malignant
7,2,6,649,1,0,benign,benign
7,2,6,525,1,0,benign,benign
7,2,6,574,0.1,0.9,malignant,malignant
7,2,6,139,0.995511,0.004489,benign,benign
7,2,6,360,0,1,malignant,malignant
7,2,6,501,1,0,benign,benign
7,2,6,659,1,0,benign,benign
7,2,6,255,0.1,0.9,malignant,malignant
7,2,6,539,1,0,benign,benign
7,2,6,474,1,0,benign,benign
7,2,6,105,0.5,0.5,benign,malignant
7,2,6,394,1,0,benign,benign
7,2,6,654,1,0,benign,benign
7,2,6,233,0,1,malignant,malignant
7,2,6,228,1,0,benign,benign
7,2,6,291,1,0,benign,benign
7,2,6,612,0,1,malignant,malignant
7,2,6,276,1,0,benign,benign
7,2,6,396,1,0,benign,benign
7,2,6,263,0,1,malignant,malignant
7,2,6,688,1,0,benign,benign
7,2,6,504,1,0,benign,benign
7,2,6,514,0,1,malignant,malignant
7,2,6,529,1,0,benign,benign
7,2,6,258,1,0,benign,benign
7,2,6,99,0,1,malignant,malignant
7,2,6,473,1,0,benign,benign
7,2,6,2,1,0,benign,benign
7,2,6,359,0.2,0.8,malignant,malignant
7,2,6,193,1,0,benign,benign
7,2,6,375,1,0,benign,benign
7,2,6,530,0.3,0.7,malignant,malignant
7,2,6,3,0.3,0.7,malignant,benign
7,2,6,349,0.401611,0.598389,malignant,malignant
7,2,6,45,1,0,benign,benign
7,2,6,115,1,0,benign,benign
7,2,6,254,0.1,0.9,malignant,malignant
7,2,6,458,1,0,benign,benign
7,2,6,660,1,0,benign,benign
7,2,6,87,0,1,malignant,malignant
7,2,6,644,1,0,benign,benign
7,2,6,480,1,0,benign,benign
7,2,6,400,0,1,malignant,malignant
7,2,6,318,0.9,0.1,benign,benign
7,2,6,225,1,0,benign,benign
7,2,6,260,0,1,malignant,malignant
7,2,6,441,0.604717,0.395283,benign,benign
7,2,6,76,1,0,benign,benign
7,2,6,636,0,1,malignant,malignant
7,2,6,683,1,0,benign,benign
7,2,6,37,0.9,0.1,benign,benign
7,2,6,570,0.1,0.9,malignant,malignant
7,2,6,197,1,0,benign,benign
7,2,6,242,1,0,benign,benign
7,2,6,103,0.2,0.8,malignant,malignant
7,2,6,442,0.9,0.1,benign,benign
7,2,6,138,1,0,benign,benign
7,2,6,435,0,1,malignant,malignant
7,2,6,249,0.999463,0.000537,benign,benign
7,2,6,632,1,0,benign,benign
7,2,6,205,0,1,malignant,malignant
7,2,6,646,1,0,benign,benign
7,2,6,213,0,1,malignant,malignant
7,2,6,169,1,0,benign,benign
7,2,6,682,1,0,benign,benign
7,2,6,67,0.254995,0.745005,malignant,malignant
7,2,7,357,0,1,malignant,malignant
7,2,7,275,0.991841,0.008159,benign,benign
7,2,7,9,1,0,benign,benign
7,2,7,60,0.6,0.4,benign,malignant
7,2,7,649,1,0,benign,benign
7,2,7,525,1,0,benign,benign
7,2,7,574,0,1,malignant,malignant
7,2,7,139,0.990331,0.009669,benign,benign
7,2,7,360,0,1,malignant,malignant
7,2,7,501,1,0,benign,benign
7,2,7,659,1,0,benign,benign
7,2,7,255,0.235294,0.764706,malignant,malignant
7,2,7,539,1,0,benign,benign
7,2,7,474,1,0,benign,benign
7,2,7,105,0.474576,0.525424,malignant,malignant
7,2,7,394,1,0,benign,benign
7,2,7,654,1,0,benign,benign
7,2,7,233,0,1,malignant,malignant
7,2,7,228,1,0,benign,benign
7,2,7,291,1,0,benign,benign
7,2,7,612,0,1,malignant,malignant
7,2,7,276,1,0,benign,benign
7,2,7,396,1,0,benign,benign
7,2,7,263,0,1,malignant,malignant
7,2,7,688,1,0,benign,benign
7,2,7,504,1,0,benign,benign
7,2,7,514,0.3,0.7,malignant,malignant
7,2,7,529,1,0,benign,benign
7,2,7,258,1,0,benign,benign
7,2,7,99,0,1,malignant,malignant
7,2,7,473,1,0,benign,benign
7,2,7,2,1,0,benign,benign
7,2,7,359,0.1,0.9,malignant,malignant
7,2,7,193,1,0,benign,benign
7,2,7,375,1,0,benign,benign
7,2,7,530,0.3,0.7,malignant,malignant
7,2,7,3,0.3,0.7,malignant,benign
7,2,7,349,0.1,0.9,malignant,malignant
7,2,7,45,1,0,benign,benign
7,2,7,115,1,0,benign,benign
7,2,7,254,0,1,malignant,malignant
7,2,7,458,1,0,benign,benign
7,2,7,660,1,0,benign,benign
7,2,7,87,0.2,0.8,malignant,malignant
7,2,7,644,1,0,benign,benign
7,2,7,480,1,0,benign,benign
7,2,7,400,0,1,malignant,malignant
7,2,7,318,1,0,benign,benign
7,2,7,225,1,0,benign,benign
7,2,7,260,0,1,malignant,malignant
7,2,7,441,0.7,0.3,benign,benign
7,2,7,76,0.9,0.1,benign,benign
7,2,7,636,0,1,malignant,malignant
7,2,7,683,1,0,benign,benign
7,2,7,37,0.9,0.1,benign,benign
7,2,7,570,0,1,malignant,malignant
7,2,7,197,1,0,benign,benign
7,2,7,242,1,0,benign,benign
7,2,7,103,0.5,0.5,benign,malignant
7,2,7,442,0.9,0.1,benign,benign
7,2,7,138,1,0,benign,benign
7,2,7,435,0,1,malignant,malignant
7,2,7,249,0.991841,0.008159,benign,benign
7,2,7,632,1,0,benign,benign
7,2,7,205,0,1,malignant,malignant
7,2,7,646,1,0,benign,benign
7,2,7,213,0,1,malignant,malignant
7,2,7,169,1,0,benign,benign
7,2,7,682,1,0,benign,benign
7,2,7,67,0.143284,0.856716,malignant,malignant
7,3,0,337,1,0,benign,benign
7,3,0,161,1,0,benign,benign
7,3,0,312,0.1,0.9,malignant,malignant
7,3,0,203,1,0,benign,benign
7,3,0,469,1,0,benign,benign
7,3,0,421,0,1,malignant,malignant
7,3,0,500,0.8,0.2,benign,benign
7,3,0,597,1,0,benign,benign
7,3,0,41,0.3,0.7,malignant,malignant
7,3,0,431,0.9,0.1,benign,benign
7,3,0,153,1,0,benign,benign
7,3,0,455,0.6,0.4,benign,malignant
7,3,0,404,0.9,0.1,benign,benign
7,3,0,492,1,0,benign,benign
7,3,0,50,0.4,0.6,malignant,malignant
7,3,0,250,1,0,benign,benign
7,3,0,410,1,0,benign,benign
7,3,0,608,0,1,malignant,malignant
7,3,0,83,0.3,0.7,malignant,benign
7,3,0,627,1,0,benign,benign
7,3,0,282,0.3,0.7,malignant,malignant
7,3,0,468,1,0,benign,benign
7,3,0,350,0.9,0.1,benign,benign
7,3,0,211,0,1,malignant,malignant
7,3,0,158,1,0,benign,benign
7,3,0,218,0,1,malignant,malignant
7,3,0,277,1,0,benign,benign
7,3,0,426,0.9,0.1,benign,benign
7,3,0,117,0,1,malignant,malignant
7,3,0,403,1,0,benign,benign
7,3,0,619,1,0,benign,benign
7,3,0,160,0,1,malignant,malignant
7,3,0,558,1,0,benign,benign
7,3,0,194,1,0,benign,benign
7,3,0,126,0.1,0.9,malignant,malignant
7,3,0,352,0.2,0.8,malignant,benign
7,3,0,390,1,0,benign,benign
7,3,0,668,0.2,0.8,malignant,malignant
7,3,0,185,1,0,benign,benign
7,3,0,355,1,0,benign,benign
7,3,0,20,0.2,0.8,malignant,malignant
7,3,0,399,1,0,benign,benign
7,3,0,34,1,0,benign,benign
7,3,0,272,0.2,0.8,malignant,malignant
7,3,0,643,1,0,benign,benign
7,3,0,471,0.7,0.3,benign,benign
7,3,0,152,0.1,0.9,malignant,malignant
7,3,0,520,1,0,benign,benign
7,3,0,204,1,0,benign,benign
7,3,0,594,0,1,malignant,malignant
7,3,0,61,1,0,benign,benign
7,3,0,94,1,0,benign,benign
7,3,0,691,0.2,0.8,malignant,malignant
7,3,0,294,1,0,benign,benign
7,3,0,266,0.1,0.9,malignant,malignant
7,3,0,676,1,0,benign,benign
7,3,0,406,1,0,benign,benign
7,3,0,25,0.9,0.1,benign,malignant
7,3,0,13,1,0,benign,benign
7,3,0,376,1,0,benign,benign
7,3,0,46,0.1,0.9,malignant,malignant
7,3,0,91,1,0,benign,benign
7,3,0,392,1,0,benign,benign
7,3,0,336,0.5,0.5,benign,malignant
7,3,0,311,1,0,benign,benign
7,3,0,402,1,0,benign,benign
7,3,0,56,0.4,0.6,malignant,malignant
7,3,0,165,1,0,benign,benign
7,3,0,374,1,0,benign,benign
7,3,0,73,0.4,0.6,malignant,malignant
7,3,1,337,1,0,benign,benign
7,3,1,161,1,0,benign,benign
7,3,1,312,0.3,0.7,malignant,malignant
7,3,1,203,1,0,benign,benign
7,3,1,469,1,0,benign,benign
7,3,1,421,0,1,malignant,malignant
7,3,1,500,0.7,0.3,benign,benign
7,3,1,597,0.9,0.1,benign,benign
7,3,1,41,0.5,0.5,benign,malignant
7,3,1,431,1,0,benign,benign
7,3,1,153,0.8,0.2,benign,benign
7,3,1,455,0.4,0.6,malignant,malignant
7,3,1,404,1,0,benign,benign
7,3,1,492,1,0,benign,benign
7,3,1,50,0.2,0.8,malignant,malignant
7,3,1,250,1,0,benign,benign
7,3,1,410,1,0,benign,benign
7,3,1,608,0,1,malignant,malignant
7,3,1,83,0.7,0.3,benign,benign
7,3,1,627,0.9,0.1,benign,benign
7,3,1,282,0.2,0.8,malignant,malignant
7,3,1,468,1,0,benign,benign
7,3,1,350,1,0,benign,benign
7,3,1,211,0,1,malignant,malignant
7,3,1,158,1,0,benign,benign
7,3,1,218,0.1,0.9,malignant,malignant
7,3,1,277,1,0,benign,benign
7,3,1,426,0.8,0.2,benign,benign
7,3,1,117,0,1,malignant,malignant
7,3,1,403,0.9,0.1,benign,benign
7,3,1,619,1,0,benign,benign
7,3,1,160,0.1,0.9,malignant,malignant
7,3,1,558,1,0,benign,benign
7,3,1,194,1,0,benign,benign
7,3,1,126,0,1,malignant,malignant
7,3,1,352,0.3,0.7,malignant,benign
7,3,1,390,1,0,benign,benign
7,3,1,668,0.3,0.7,malignant,malignant
7,3,1,185,1,0,benign,benign
7,3,1,355,1,0,benign,benign
7,3,1,20,0,1,malignant,malignant
7,3,1,399,0.8,0.2,benign,benign
7,3,1,34,1,0,benign,benign
7,3,1,272,0.2,0.8,malignant,malignant
7,3,1,643,1,0,benign,benign
7,3,1,471,0.7,0.3,benign,benign
7,3,1,152,0,1,malignant,malignant
7,3,1,520,1,0,benign,benign
7,3,1,204,1,0,benign,benign
7,3,1,594,0,1,malignant,malignant
7,3,1,61,1,0,benign,benign
7,3,1,94,1,0,benign,benign
7,3,1,691,0,1,malignant,malignant
7,3,1,294,0.978667,0.021333,benign,benign
7,3,1,266,0.1,0.9,malignant,malignant
7,3,1,676,1,0,benign,benign
7,3,1,406,1,0,benign,benign
7,3,1,25,0.5,0.5,benign,malignant
7,3,1,13,0.9,0.1,benign,benign
7,3,1,376,1,0,benign,benign
7,3,1,46,0,1,malignant,malignant
7,3,1,91,1,0,benign,benign
7,3,1,392,1,0,benign,benign
7,3,1,336,0.2,0.8,malignant,malignant
7,3,1,311,1,0,benign,benign
7,3,1,402,0.8,0.2,benign,benign
7,3,1,56,0,1,malignant,malignant
7,3,1,165,1,0,benign,benign
7,3,1,374,1,0,benign,benign
7,3,1,73,0.1,0.9,malignant,malignant
7,3,2,337,1,0,benign,benign
7,3,2,161,1,0,benign,benign
7,3,2,312,0.1,0.9,malignant,malignant
7,3,2,203,1,0,benign,benign
7,3,2,469,1,0,benign,benign
7,3,2,421,0,1,malignant,malignant
7,3,2,500,0.9,0.1,benign,benign
7,3,2,597,1,0,benign,benign
7,3,2,41,0.2,0.8,malignant,malignant
7,3,2,431,1,0,benign,benign
7,3,2,153,1,0,benign,benign
7,3,2,455,0.6,0.4,benign,malignant
7,3,2,404,1,0,benign,benign
7,3,2,492,1,0,benign,benign
7,3,2,50,0.3,0.7,malignant,malignant
7,3,2,250,1,0,benign,benign
7,3,2,410,1,0,benign,benign
7,3,2,608,0,1,malignant,malignant
7,3,2,83,0.9,0.1,benign,benign
7,3,2,627,1,0,benign,benign
7,3,2,282,0.2,0.8,malignant,malignant
7,3,2,468,1,0,benign,benign
7,3,2,350,1,0,benign,benign
7,3,2,211,0,1,malignant,malignant
7,3,2,158,0.96,0.04,benign,benign
7,3,2,218,0,1,malignant,malignant
7,3,2,277,1,0,benign,benign
7,3,2,426,0.6,0.4,benign,benign
7,3,2,117,0,1,malignant,malignant
7,3,2,403,1,0,benign,benign
7,3,2,619,1,0,benign,benign
7,3,2,160,0,1,malignant,malignant
7,3,2,558,1,0,benign,benign
7,3,2,194,1,0,benign,benign
7,3,2,126,0,1,malignant,malignant
7,3,2,352,0.2,0.8,malignant,benign
7,3,2,390,1,0,benign,benign
7,3,2,668,0.2,0.8,malignant,malignant
7,3,2,185,1,0,benign,benign
7,3,2,355,1,0,benign,benign
7,3,2,20,0,1,malignant,malignant
7,3,2,399,0.8,0.2,benign,benign
7,3,2,34,1,0,benign,benign
7,3,2,272,0.2,0.8,malignant,malignant
7,3,2,643,1,0,benign,benign
7,3,2,471,0.9,0.1,benign,benign
7,3,2,152,0,1,malignant,malignant
7,3,2,520,1,0,benign,benign
7,3,2,204,1,0,benign,benign
7,3,2,594,0.2,0.8,malignant,malignant
7,3,2,61,1,0,benign,benign
7,3,2,94,1,0,benign,benign
7,3,2,691,0,1,malignant,malignant
7,3,2,294,1,0,benign,benign
7,3,2,266,0,1,malignant,malignant
7,3,2,676,1,0,benign,benign
7,3,2,406,1,0,benign,benign
7,3,2,25,0.7,0.3,benign,malignant
7,3,2,13,1,0,benign,benign
7,3,2,376,1,0,benign,benign
7,3,2,46,0,1,malignant,malignant
7,3,2,91,1,0,benign,benign
7,3,2,392,1,0,benign,benign
7,3,2,336,0.2,0.8,malignant,malignant
7,3,2,311,1,0,benign,benign
7,3,2,402,0.7,0.3,benign,benign
7,3,2,56,0.1,0.9,malignant,malignant
7,3,2,165,1,0,benign,benign
7,3,2,374,1,0,benign,benign
7,3,2,73,0.2,0.8,malignant,malignant
7,3,3,337,1,0,benign,benign
7,3,3,161,1,0,benign,benign
7,3,3,312,0.1,0.9,malignant,malignant
7,3,3,203,1,0,benign,benign
7,3,3,469,1,0,benign,benign
7,3,3,421,0,1,malignant,malignant
7,3,3,500,1,0,benign,benign
7,3,3,597,1,0,benign,benign
7,3,3,41,0.1,0.9,malignant,malignant
7,3,3,431,0.9,0.1,benign,benign
7,3,3,153,0.93236,0.06764,benign,benign
7,3,3,455,0.6,0.4,benign,malignant
7,3,3,404,0.9,0.1,benign,benign
7,3,3,492,1,0,benign,benign
7,3,3,50,0.1,0.9,malignant,malignant
7,3,3,250,1,0,benign,benign
7,3,3,410,1,0,benign,benign
7,3,3,608,0,1,malignant,malignant
7,3,3,83,0.9,0.1,benign,benign
7,3,3,627,1,0,benign,benign
7,3,3,282,0.1,0.9,malignant,malignant
7,3,3,468,1,0,benign,benign
7,3,3,350,1,0,benign,benign
7,3,3,211,0,1,malignant,malignant
7,3,3,158,0.995955,0.004045,benign,benign
7,3,3,218,0,1,malignant,malignant
7,3,3,277,1,0,benign,benign
7,3,3,426,0.6,0.4,benign,benign
7,3,3,117,0,1,malignant,malignant
7,3,3,403,1,0,benign,benign
7,3,3,619,1,0,benign,benign
7,3,3,160,0,1,malignant,malignant
7,3,3,558,1,0,benign,benign
7,3,3,194,1,0,benign,benign
7,3,3,126,0,1,malignant,malignant
7,3,3,352,0.1,0.9,malignant,benign
7,3,3,390,1,0,benign,benign
7,3,3,668,0.3,0.7,malignant,malignant
7,3,3,185,1,0,benign,benign
7,3,3,355,1,0,benign,benign
7,3,3,20,0.4,0.6,malignant,malignant
7,3,3,399,0.9,0.1,benign,benign
7,3,3,34,1,0,benign,benign
7,3,3,272,0.3,0.7,malignant,malignant
7,3,3,643,1,0,benign,benign
7,3,3,471,1,0,benign,benign
7,3,3,152,0,1,malignant,malignant
7,3,3,520,1,0,benign,benign
7,3,3,204,1,0,benign,benign
7,3,3,594,0.2,0.8,malignant,malignant
7,3,3,61,1,0,benign,benign
7,3,3,94,1,0,benign,benign
7,3,3,691,0,1,malignant,malignant
7,3,3,294,0.995955,0.004045,benign,benign
7,3,3,266,0,1,malignant,malignant
7,3,3,676,1,0,benign,benign
7,3,3,406,1,0,benign,benign
7,3,3,25,0.7,0.3,benign,malignant
7,3,3,13,0.93236,0.06764,benign,benign
7,3,3,376,1,0,benign,benign
7,3,3,46,0.1,0.9,malignant,malignant
7,3,3,91,1,0,benign,benign
7,3,3,392,1,0,benign,benign
7,3,3,336,0.1,0.9,malignant,malignant
7,3,3,311,1,0,benign,benign
7,3,3,402,0.8,0.2,benign,benign
7,3,3,56,0.1,0.9,malignant,malignant
7,3,3,165,1,0,benign,benign
7,3,3,374,1,0,benign,benign
7,3,3,73,0.1,0.9,malignant,malignant
7,3,4,337,1,0,benign,benign
7,3,4,161,1,0,benign,benign
7,3,4,312,0,1,malignant,malignant
7,3,4,203,1,0,benign,benign
7,3,4,469,1,0,benign,benign
7,3,4,421,0.1,0.9,malignant,malignant
7,3,4,500,0.9,0.1,benign,benign
7,3,4,597,1,0,benign,benign
7,3,4,41,0.1,0.9,malignant,malignant
7,3,4,431,1,0,benign,benign
7,3,4,153,1,0,benign,benign
7,3,4,455,0.9,0.1,benign,malignant
7,3,4,404,1,0,benign,benign
7,3,4,492,1,0,benign,benign
7,3,4,50,0.2,0.8,malignant,malignant
7,3,4,250,1,0,benign,benign
7,3,4,410,1,0,benign,benign
7,3,4,608,0,1,malignant,malignant
7,3,4,83,0.7,0.3,benign,benign
7,3,4,627,1,0,benign,benign
7,3,4,282,0.3,0.7,malignant,malignant
7,3,4,468,1,0,benign,benign
7,3,4,350,1,0,benign,benign
7,3,4,211,0,1,malignant,malignant
7,3,4,158,1,0,benign,benign
7,3,4,218,0,1,malignant,malignant
7,3,4,277,1,0,benign,benign
7,3,4,426,0.6,0.4,benign,benign
7,3,4,117,0,1,malignant,malignant
7,3,4,403,1,0,benign,benign
7,3,4,619,1,0,benign,benign
7,3,4,160,0,1,malignant,malignant
7,3,4,558,1,0,benign,benign
7,3,4,194,1,0,benign,benign
7,3,4,126,0,1,malignant,malignant
7,3,4,352,0,1,malignant,benign
7,3,4,390,1,0,benign,benign
7,3,4,668,0.1,0.9,malignant,malignant
7,3,4,185,1,0,benign,benign
7,3,4,355,1,0,benign,benign
7,3,4,20,0.1,0.9,malignant,malignant
7,3,4,399,0.9,0.1,benign,benign
7,3,4,34,1,0,benign,benign
7,3,4,272,0,1,malignant,malignant
7,3,4,643,1,0,benign,benign
7,3,4,471,0.9,0.1,benign,benign
7,3,4,152,0,1,malignant,malignant
7,3,4,520,1,0,benign,benign
7,3,4,204,1,0,benign,benign
7,3,4,594,0,1,malignant,malignant
7,3,4,61,1,0,benign,benign
7,3,4,94,1,0,benign,benign
7,3,4,691,0.1,0.9,malignant,malignant
7,3,4,294,1,0,benign,benign
7,3,4,266,0,1,malignant,malignant
7,3,4,676,1,0,benign,benign
7,3,4,406,1,0,benign,benign
7,3,4,25,0.7,0.3,benign,malignant
7,3,4,13,1,0,benign,benign
7,3,4,376,1,0,benign,benign
7,3,4,46,0,1,malignant,malignant
7,3,4,91,1,0,benign,benign
7,3,4,392,1,0,benign,benign
7,3,4,336,0.1,0.9,malignant,malignant
7,3,4,311,1,0,benign,benign
7,3,4,402,0.9,0.1,benign,benign
7,3,4,56,0.2,0.8,malignant,malignant
7,3,4,165,1,0,benign,benign
7,3,4,374,1,0,benign,benign
7,3,4,73,0,1,malignant,malignant
7,3,5,337,1,0,benign,benign
7,3,5,161,1,0,benign,benign
7,3,5,312,0.1,0.9,malignant,malignant
7,3,5,203,1,0,benign,benign
7,3,5,469,1,0,benign,benign
7,3,5,421,0,1,malignant,malignant
7,3,5,500,1,0,benign,benign
7,3,5,597,1,0,benign,benign
7,3,5,41,0.2,0.8,malignant,malignant
7,3,5,431,0.9,0.1,benign,benign
7,3,5,153,1,0,benign,benign
7,3,5,455,0.8,0.2,benign,malignant
7,3,5,404,1,0,benign,benign
7,3,5,492,1,0,benign,benign
7,3,5,50,0.2,0.8,malignant,malignant
7,3,5,250,1,0,benign,benign
7,3,5,410,1,0,benign,benign
7,3,5,608,0,1,malignant,malignant
7,3,5,83,1,0,benign,benign
7,3,5,627,1,0,benign,benign
7,3,5,282,0.3,0.7,malignant,malignant
7,3,5,468,1,0,benign,benign
7,3,5,350,1,0,benign,benign
7,3,5,211,0,1,malignant,malignant
7,3,5,158,1,0,benign,benign
7,3,5,218,0,1,malignant,malignant
7,3,5,277,1,0,benign,benign
7,3,5,426,0.6,0.4,benign,benign
7,3,5,117,0,1,malignant,malignant
7,3,5,403,1,0,benign,benign
7,3,5,619,1,0,benign,benign
7,3,5,160,0,1,malignant,malignant
7,3,5,558,1,0,benign,benign
7,3,5,194,1,0,benign,benign
7,3,5,126,0,1,malignant,malignant
7,3,5,352,0,1,malignant,benign
7,3,5,390,1,0,benign,benign
7,3,5,668,0.3,0.7,malignant,malignant
7,3,5,185,1,0,benign,benign
7,3,5,355,1,0,benign,benign
7,3,5,20,0.2,0.8,malignant,malignant
7,3,5,399,1,0,benign,benign
7,3,5,34,1,0,benign,benign
7,3,5,272,0,1,malignant,malignant
7,3,5,643,1,0,benign,benign
7,3,5,471,1,0,benign,benign
7,3,5,152,0,1,malignant,malignant
7,3,5,520,1,0,benign,benign
7,3,5,204,1,0,benign,benign
7,3,5,594,0,1,malignant,malignant
7,3,5,61,1,0,benign,benign
7,3,5,94,1,0,benign,benign
7,3,5,691,0,1,malignant,malignant
7,3,5,294,1,0,benign,benign
7,3,5,266,0,1,malignant,malignant
7,3,5,676,1,0,benign,benign
7,3,5,406,1,0,benign,benign
7,3,5,25,0.6,0.4,benign,malignant
7,3,5,13,1,0,benign,benign
7,3,5,376,1,0,benign,benign
7,3,5,46,0.1,0.9,malignant,malignant
7,3,5,91,1,0,benign,benign
7,3,5,392,1,0,benign,benign
7,3,5,336,0,1,malignant,malignant
7,3,5,311,1,0,benign,benign
7,3,5,402,1,0,benign,benign
7,3,5,56,0.1,0.9,malignant,malignant
7,3,5,165,1,0,benign,benign
7,3,5,374,1,0,benign,benign
7,3,5,73,0,1,malignant,malignant
7,3,6,337,1,0,benign,benign
7,3,6,161,1,0,benign,benign
7,3,6,312,0,1,malignant,malignant
7,3,6,203,1,0,benign,benign
7,3,6,469,1,0,benign,benign
7,3,6,421,0,1,malignant,malignant
7,3,6,500,1,0,benign,benign
7,3,6,597,1,0,benign,benign
7,3,6,41,0.1,0.9,malignant,malignant
7,3,6,431,1,0,benign,benign
7,3,6,153,0.8,0.2,benign,benign
7,3,6,455,0.7,0.3,benign,malignant
7,3,6,404,1,0,benign,benign
7,3,6,492,1,0,benign,benign
7,3,6,50,0.2,0.8,malignant,malignant
7,3,6,250,1,0,benign,benign
7,3,6,410,1,0,benign,benign
7,3,6,608,0,1,malignant,malignant
7,3,6,83,0.8,0.2,benign,benign
7,3,6,627,1,0,benign,benign
7,3,6,282,0.1,0.9,malignant,malignant
7,3,6,468,1,0,benign,benign
7,3,6,350,1,0,benign,benign
7,3,6,211,0,1,malignant,malignant
7,3,6,158,1,0,benign,benign
7,3,6,218,0,1,malignant,malignant
7,3,6,277,1,0,benign,benign
7,3,6,426,0.8,0.2,benign,benign
7,3,6,117,0,1,malignant,malignant
7,3,6,403,1,0,benign,benign
7,3,6,619,1,0,benign,benign
7,3,6,160,0,1,malignant,malignant
7,3,6,558,1,0,benign,benign
7,3,6,194,1,0,benign,benign
7,3,6,126,0,1,malignant,malignant
7,3,6,352,0.2,0.8,malignant,benign
7,3,6,390,1,0,benign,benign
7,3,6,668,0.1,0.9,malignant,malignant
7,3,6,185,1,0,benign,benign
7,3,6,355,0.9,0.1,benign,benign
7,3,6,20,0.3,0.7,malignant,malignant
7,3,6,399,1,0,benign,benign
7,3,6,34,1,0,benign,benign
7,3,6,272,0.2,0.8,malignant,malignant
7,3,6,643,1,0,benign,benign
7,3,6,471,1,0,benign,benign
7,3,6,152,0,1,malignant,malignant
7,3,6,520,1,0,benign,benign
7,3,6,204,1,0,benign,benign
7,3,6,594,0,1,malignant,malignant
7,3,6,61,1,0,benign,benign
7,3,6,94,1,0,benign,benign
7,3,6,691,0.1,0.9,malignant,malignant
7,3,6,294,1,0,benign,benign
7,3,6,266,0,1,malignant,malignant
7,3,6,676,1,0,benign,benign
7,3,6,406,1,0,benign,benign
7,3,6,25,0.507643,0.492357,benign,malignant
7,3,6,13,1,0,benign,benign
7,3,6,376,1,0,benign,benign
7,3,6,46,0.2,0.8,malignant,malignant
7,3,6,91,1,0,benign,benign
7,3,6,392,1,0,benign,benign
7,3,6,336,0,1,malignant,malignant
7,3,6,311,1,0,benign,benign
7,3,6,402,0.9,0.1,benign,benign
7,3,6,56,0.2,0.8,malignant,malignant
7,3,6,165,1,0,benign,benign
7,3,6,374,1,0,benign,benign
7,3,6,73,0.3,0.7,malignant,malignant
7,3,7,337,1,0,benign,benign
7,3,7,161,1,0,benign,benign
7,3,7,312,0,1,malignant,malignant
7,3,7,203,1,0,benign,benign
7,3,7,469,1,0,benign,benign
7,3,7,421,0,1,malignant,malignant
7,3,7,500,0.9,0.1,benign,benign
7,3,7,597,1,0,benign,benign
7,3,7,41,0.067857,0.932143,malignant,malignant
7,3,7,431,1,0,benign,benign
7,3,7,153,1,0,benign,benign
7,3,7,455,0.9,0.1,benign,malignant
7,3,7,404,1,0,benign,benign
7,3,7,492,1,0,benign,benign
7,3,7,50,0,1,malignant,malignant
7,3,7,250,1,0,benign,benign
7,3,7,410,1,0,benign,benign
7,3,7,608,0,1,malignant,malignant
7,3,7,83,1,0,benign,benign
7,3,7,627,1,0,benign,benign
7,3,7,282,0.1,0.9,malignant,malignant
7,3,7,468,1,0,benign,benign
7,3,7,350,1,0,benign,benign
7,3,7,211,0.1,0.9,malignant,malignant
7,3,7,158,0.999341,0.000659,benign,benign
7,3,7,218,0.1,0.9,malignant,malignant
7,3,7,277,1,0,benign,benign
7,3,7,426,0.8,0.2,benign,benign
7,3,7,117,0.2,0.8,malignant,malignant
7,3,7,403,1,0,benign,benign
7,3,7,619,1,0,benign,benign
7,3,7,160,0,1,malignant,malignant
7,3,7,558,1,0,benign,benign
7,3,7,194,1,0,benign,benign
7,3,7,126,0,1,malignant,malignant
7,3,7,352,0.5,0.5,benign,benign
7,3,7,390,1,0,benign,benign
7,3,7,668,0.2,0.8,malignant,malignant
7,3,7,185,1,0,benign,benign
7,3,7,355,1,0,benign,benign
7,3,7,20,0,1,malignant,malignant
7,3,7,399,1,0,benign,benign
7,3,7,34,1,0,benign,benign
7,3,7,272,0.1,0.9,malignant,malignant
7,3,7,643,1,0,benign,benign
7,3,7,471,1,0,benign,benign
7,3,7,152,0,1,malignant,malignant
7,3,7,520,1,0,benign,benign
7,3,7,204,1,0,benign,benign
7,3,7,594,0.1,0.9,malignant,malignant
7,3,7,61,1,0,benign,benign
7,3,7,94,1,0,benign,benign
7,3,7,691,0.3,0.7,malignant,malignant
7,3,7,294,1,0,benign,benign
7,3,7,266,0.1,0.9,malignant,malignant
7,3,7,676,1,0,benign,benign
7,3,7,406,1,0,benign,benign
7,3,7,25,0.2,0.8,malignant,malignant
7,3,7,13,1,0,benign,benign
7,3,7,376,1,0,benign,benign
7,3,7,46,0.1,0.9,malignant,malignant
7,3,7,91,1,0,benign,benign
7,3,7,392,1,0,benign,benign
7,3,7,336,0.3,0.7,malignant,malignant
7,3,7,311,1,0,benign,benign
7,3,7,402,1,0,benign,benign
7,3,7,56,0.1,0.9,malignant,malignant
7,3,7,165,1,0,benign,benign
7,3,7,374,1,0,benign,benign
7,3,7,73,0,1,malignant,malignant
7,4,0,22,1,0,benign,benign
7,4,0,510,1,0,benign,benign
7,4,0,305,0.3,0.7,malignant,malignant
7,4,0,580,1,0,benign,benign
7,4,0,663,1,0,benign,benign
7,4,0,104,0.1,0.9,malignant,malignant
7,4,0,543,1,0,benign,benign
7,4,0,97,1,0,benign,benign
7,4,0,51,0.8,0.2,benign,malignant
7,4,0,693,1,0,benign,benign
7,4,0,163,1,0,benign,benign
7,4,0,506,0,1,malignant,malignant
7,4,0,170,1,0,benign,benign
7,4,0,633,0.2,0.8,malignant,malignant
7,4,0,136,1,0,benign,benign
7,4,0,17,1,0,benign,benign
7,4,0,15,0.2,0.8,malignant,malignant
7,4,0,130,1,0,benign,benign
7,4,0,271,1,0,benign,benign
7,4,0,546,0,1,malignant,malignant
7,4,0,78,1,0,benign,benign
7,4,0,30,1,0,benign,benign
7,4,0,586,0,1,malignant,malignant
7,4,0,557,0.9,0.1,benign,benign
7,4,0,526,1,0,benign,benign
7,4,0,696,0,1,malignant,malignant
7,4,0,502,1,0,benign,benign
7,4,0,27,1,0,benign,benign
7,4,0,123,0.2,0.8,malignant,malignant
7,4,0,280,1,0,benign,benign
7,4,0,324,1,0,benign,benign
7,4,0,523,0,1,malignant,malignant
7,4,0,451,1,0,benign,benign
7,4,0,641,1,0,benign,benign
7,4,0,43,0.4,0.6,malignant,malignant
7,4,0,470,1,0,benign,benign
7,4,0,443,1,0,benign,benign
7,4,0,519,0,1,malignant,malignant
7,4,0,579,1,0,benign,benign
7,4,0,616,1,0,benign,benign
7,4,0,680,0,1,malignant,malignant
7,4,0,118,1,0,benign,benign
7,4,0,300,0.6,0.4,benign,malignant
7,4,0,485,0.9,0.1,benign,benign
7,4,0,624,1,0,benign,benign
7,4,0,101,0.8,0.2,benign,malignant
7,4,0,208,1,0,benign,benign
7,4,0,478,1,0,benign,benign
7,4,0,42,0.1,0.9,malignant,malignant
7,4,0,80,0.3,0.7,malignant,benign
7,4,0,630,0.9,0.1,benign,benign
7,4,0,237,0,1,malignant,malignant
7,4,0,678,1,0,benign,benign
7,4,0,81,1,0,benign,benign
7,4,0,52,0.4,0.6,malignant,malignant
7,4,0,370,1,0,benign,benign
7,4,0,243,0.3,0.7,malignant,benign
7,4,0,224,0.3,0.7,malignant,malignant
7,4,0,365,1,0,benign,benign
7,4,0,550,1,0,benign,benign
7,4,0,611,0,1,malignant,malignant
7,4,0,512,1,0,benign,benign
7,4,0,527,1,0,benign,benign
7,4,0,268,0.1,0.9,malignant,malignant
7,4,0,507,1,0,benign,benign
7,4,0,259,0.4,0.6,malignant,benign
7,4,0,308,0.1,0.9,malignant,malignant
7,4,0,695,1,0,benign,benign
7,4,0,372,1,0,benign,benign
7,4,0,236,0.1,0.9,malignant,malignant
7,4,1,22,1,0,benign,benign
7,4,1,510,1,0,benign,benign
7,4,1,305,0,1,malignant,malignant
7,4,1,580,1,0,benign,benign
7,4,1,663,1,0,benign,benign
7,4,1,104,0.2,0.8,malignant,malignant
7,4,1,543,1,0,benign,benign
7,4,1,97,1,0,benign,benign
7,4,1,51,0.4,0.6,malignant,malignant
7,4,1,693,1,0,benign,benign
7,4,1,163,0.9,0.1,benign,benign
7,4,1,506,0,1,malignant,malignant
7,4,1,170,1,0,benign,benign
7,4,1,633,0,1,malignant,malignant
7,4,1,136,1,0,benign,benign
7,4,1,17,1,0,benign,benign
7,4,1,15,0.2,0.8,malignant,malignant
7,4,1,130,1,0,benign,benign
7,4,1,271,1,0,benign,benign
7,4,1,546,0,1,malignant,malignant
7,4,1,78,0.9,0.1,benign,benign
7,4,1,30,1,0,benign,benign
7,4,1,586,0,1,malignant,malignant
7,4,1,557,1,0,benign,benign
7,4,1,526,1,0,benign,benign
7,4,1,696,0.1,0.9,malignant,malignant
7,4,1,502,1,0,benign,benign
7,4,1,27,1,0,benign,benign
7,4,1,123,0,1,malignant,malignant
7,4,1,280,1,0,benign,benign
7,4,1,324,1,0,benign,benign
7,4,1,523,0,1,malignant,malignant
7,4,1,451,1,0,benign,benign
7,4,1,641,1,0,benign,benign
7,4,1,43,0.7,0.3,benign,malignant
7,4,1,470,1,0,benign,benign
7,4,1,443,1,0,benign,benign
7,4,1,519,0,1,malignant,malignant
7,4,1,579,1,0,benign,benign
7,4,1,616,1,0,benign,benign
7,4,1,680,0,1,malignant,malignant
7,4,1,118,1,0,benign,benign
7,4,1,300,0.2,0.8,malignant,malignant
7,4,1,485,0.9,0.1,benign,benign
7,4,1,624,1,0,benign,benign
7,4,1,101,0.8,0.2,benign,malignant
7,4,1,208,1,0,benign,benign
7,4,1,478,1,0,benign,benign
7,4,1,42,0,1,malignant,malignant
7,4,1,80,0.7,0.3,benign,benign
7,4,1,630,0.8,0.2,benign,benign
7,4,1,237,0.1,0.9,malignant,malignant
7,4,1,678,1,0,benign,benign
7,4,1,81,1,0,benign,benign
7,4,1,52,0.2,0.8,malignant,malignant
7,4,1,370,0.9,0.1,benign,benign
7,4,1,243,0.6,0.4,benign,benign
7,4,1,224,0.1,0.9,malignant,malignant
7,4,1,365,1,0,benign,benign
7,4,1,550,1,0,benign,benign
7,4,1,611,0.2,0.8,malignant,malignant
7,4,1,512,1,0,benign,benign
7,4,1,527,1,0,benign,benign
7,4,1,268,0,1,malignant,malignant
7,4,1,507,0.9,0.1,benign,benign
7,4,1,259,0.3,0.7,malignant,benign
7,4,1,308,0,1,malignant,malignant
7,4,1,695,1,0,benign,benign
7,4,1,372,1,0,benign,benign
7,4,1,236,0,1,malignant,malignant
7,4,2,22,1,0,benign,benign
7,4,2,510,1,0,benign,benign
7,4,2,305,0,1,malignant,malignant
7,4,2,580,1,0,benign,benign
7,4,2,663,1,0,benign,benign
7,4,2,104,0.1,0.9,malignant,malignant
7,4,2,543,1,0,benign,benign
7,4,2,97,1,0,benign,benign
7,4,2,51,0.5,0.5,benign,malignant
7,4,2,693,1,0,benign,benign
7,4,2,163,0.9,0.1,benign,benign
7,4,2,506,0,1,malignant,malignant
7,4,2,170,1,0,benign,benign
7,4,2,633,0,1,malignant,malignant
7,4,2,136,1,0,benign,benign
7,4,2,17,1,0,benign,benign
7,4,2,15,0.2,0.8,malignant,malignant
7,4,2,130,1,0,benign,benign
7,4,2,271,1,0,benign,benign
7,4,2,546,0,1,malignant,malignant
7,4,2,78,1,0,benign,benign
7,4,2,30,1,0,benign,benign
7,4,2,586,0,1,malignant,malignant
7,4,2,557,1,0,benign,benign
7,4,2,526,1,0,benign,benign
7,4,2,696,0,1,malignant,malignant
7,4,2,502,1,0,benign,benign
7,4,2,27,1,0,benign,benign
7,4,2,123,0.2,0.8,malignant,malignant
7,4,2,280,1,0,benign,benign
7,4,2,324,1,0,benign,benign
7,4,2,523,0,1,malignant,malignant
7,4,2,451,1,0,benign,benign
7,4,2,641,1,0,benign,benign
7,4,2,43,0.4,0.6,malignant,malignant
7,4,2,470,1,0,benign,benign
7,4,2,443,1,0,benign,benign
7,4,2,519,0.2,0.8,malignant,malignant
7,4,2,579,1,0,benign,benign
7,4,2,616,1,0,benign,benign
7,4,2,680,0,1,malignant,malignant
7,4,2,118,1,0,benign,benign
7,4,2,300,0.4,0.6,malignant,malignant
7,4,2,485,0.9,0.1,benign,benign
7,4,2,624,1,0,benign,benign
7,4,2,101,0.5,0.5,benign,malignant
7,4,2,208,1,0,benign,benign
7,4,2,478,1,0,benign,benign
7,4,2,42,0,1,malignant,malignant
7,4,2,80,0.9,0.1,benign,benign
7,4,2,630,0.8,0.2,benign,benign
7,4,2,237,0,1,malignant,malignant
7,4,2,678,1,0,benign,benign
7,4,2,81,1,0,benign,benign
7,4,2,52,0.2,0.8,malignant,malignant
7,4,2,370,1,0,benign,benign
7,4,2,243,0.9,0.1,benign,benign
7,4,2,224,0,1,malignant,malignant
7,4,2,365,1,0,benign,benign
7,4,2,550,1,0,benign,benign
7,4,2,611,0,1,malignant,malignant
7,4,2,512,1,0,benign,benign
7,4,2,527,1,0,benign,benign
7,4,2,268,0,1,malignant,malignant
7,4,2,507,1,0,benign,benign
7,4,2,259,0.2,0.8,malignant,benign
7,4,2,308,0,1,malignant,malignant
7,4,2,695,1,0,benign,benign
7,4,2,372,1,0,benign,benign
7,4,2,236,0,1,malignant,malignant
7,4,3,22,1,0,benign,benign
7,4,3,510,1,0,benign,benign
7,4,3,305,0.1,0.9,malignant,malignant
7,4,3,580,1,0,benign,benign
7,4,3,663,1,0,benign,benign
7,4,3,104,0,1,malignant,malignant
7,4,3,543,1,0,benign,benign
7,4,3,97,1,0,benign,benign
7,4,3,51,0.7,0.3,benign,malignant
7,4,3,693,1,0,benign,benign
7,4,3,163,0.93236,0.06764,benign,benign
7,4,3,506,0,1,malignant,malignant
7,4,3,170,1,0,benign,benign
7,4,3,633,0.2,0.8,malignant,malignant
7,4,3,136,1,0,benign,benign
7,4,3,17,1,0,benign,benign
7,4,3,15,0.1,0.9,malignant,malignant
7,4,3,130,1,0,benign,benign
7,4,3,271,1,0,benign,benign
7,4,3,546,0,1,malignant,malignant
7,4,3,78,0.93236,0.06764,benign,benign
7,4,3,30,1,0,benign,benign
7,4,3,586,0,1,malignant,malignant
7,4,3,557,1,0,benign,benign
7,4,3,526,1,0,benign,benign
7,4,3,696,0,1,malignant,malignant
7,4,3,502,1,0,benign,benign
7,4,3,27,1,0,benign,benign
7,4,3,123,0.3,0.7,malignant,malignant
7,4,3,280,1,0,benign,benign
7,4,3,324,1,0,benign,benign
7,4,3,523,0,1,malignant,malignant
7,4,3,451,1,0,benign,benign
7,4,3,641,1,0,benign,benign
7,4,3,43,0.4,0.6,malignant,malignant
7,4,3,470,1,0,benign,benign
7,4,3,443,1,0,benign,benign
7,4,3,519,0.2,0.8,malignant,malignant
7,4,3,579,1,0,benign,benign
7,4,3,616,1,0,benign,benign
7,4,3,680,0,1,malignant,malignant
7,4,3,118,0.93236,0.06764,benign,benign
7,4,3,300,0.2,0.8,malignant,malignant
7,4,3,485,0.93236,0.06764,benign,benign
7,4,3,624,1,0,benign,benign
7,4,3,101,0.6,0.4,benign,malignant
7,4,3,208,1,0,benign,benign
7,4,3,478,1,0,benign,benign
7,4,3,42,0.1,0.9,malignant,malignant
7,4,3,80,0.8,0.2,benign,benign
7,4,3,630,0.9,0.1,benign,benign
7,4,3,237,0,1,malignant,malignant
7,4,3,678,1,0,benign,benign
7,4,3,81,1,0,benign,benign
7,4,3,52,0.1,0.9,malignant,malignant
7,4,3,370,1,0,benign,benign
7,4,3,243,0.8,0.2,benign,benign
7,4,3,224,0,1,malignant,malignant
7,4,3,365,1,0,benign,benign
7,4,3,550,1,0,benign,benign
7,4,3,611,0.1,0.9,malignant,malignant
7,4,3,512,1,0,benign,benign
7,4,3,527,1,0,benign,benign
7,4,3,268,0,1,malignant,malignant
7,4,3,507,1,0,benign,benign
7,4,3,259,0.4,0.6,malignant,benign
7,4,3,308,0,1,malignant,malignant
7,4,3,695,1,0,benign,benign
7,4,3,372,1,0,benign,benign
7,4,3,236,0,1,malignant,malignant
7,4,4,22,1,0,benign,benign
7,4,4,510,1,0,benign,benign
7,4,4,305,0,1,malignant,malignant
7,4,4,580,1,0,benign,benign
7,4,4,663,1,0,benign,benign
7,4,4,104,0,1,malignant,malignant
7,4,4,543,1,0,benign,benign
7,4,4,97,1,0,benign,benign
7,4,4,51,0.423394,0.576606,malignant,malignant
7,4,4,693,1,0,benign,benign
7,4,4,163,1,0,benign,benign
7,4,4,506,0.1,0.9,malignant,malignant
7,4,4,170,1,0,benign,benign
7,4,4,633,0,1,malignant,malignant
7,4,4,136,1,0,benign,benign
7,4,4,17,1,0,benign,benign
7,4,4,15,0.1,0.9,malignant,malignant
7,4,4,130,1,0,benign,benign
7,4,4,271,1,0,benign,benign
7,4,4,546,0,1,malignant,malignant
7,4,4,78,1,0,benign,benign
7,4,4,30,1,0,benign,benign
7,4,4,586,0,1,malignant,malignant
7,4,4,557,1,0,benign,benign
7,4,4,526,1,0,benign,benign
7,4,4,696,0,1,malignant,malignant
7,4,4,502,1,0,benign,benign
7,4,4,27,1,0,benign,benign
7,4,4,123,0,1,malignant,malignant
7,4,4,280,1,0,benign,benign
7,4,4,324,1,0,benign,benign
7,4,4,523,0,1,malignant,malignant
7,4,4,451,1,0,benign,benign
7,4,4,641,1,0,benign,benign
7,4,4,43,0.2,0.8,malignant,malignant
7,4,4,470,1,0,benign,benign
7,4,4,443,1,0,benign,benign
7,4,4,519,0,1,malignant,malignant
7,4,4,579,1,0,benign,benign
7,4,4,616,1,0,benign,benign
7,4,4,680,0,1,malignant,malignant
7,4,4,118,1,0,benign,benign
7,4,4,300,0.2,0.8,malignant,malignant
7,4,4,485,1,0,benign,benign
7,4,4,624,1,0,benign,benign
7,4,4,101,0.8,0.2,benign,malignant
7,4,4,208,1,0,benign,benign
7,4,4,478,1,0,benign,benign
7,4,4,42,0,1,malignant,malignant
7,4,4,80,0.9,0.1,benign,benign
7,4,4,630,0.8,0.2,benign,benign
7,4,4,237,0.1,0.9,malignant,malignant
7,4,4,678,1,0,benign,benign
7,4,4,81,1,0,benign,benign
7,4,4,52,0.2,0.8,malignant,malignant
7,4,4,370,1,0,benign,benign
7,4,4,243,1,0,benign,benign
7,4,4,224,0.1,0.9,malignant,malignant
7,4,4,365,1,0,benign,benign
7,4,4,550,1,0,benign,benign
7,4,4,611,0,1,malignant,malignant
7,4,4,512,1,0,benign,benign
7,4,4,527,1,0,benign,benign
7,4,4,268,0.1,0.9,malignant,malignant
7,4,4,507,1,0,benign,benign
7,4,4,259,0.2,0.8,malignant,benign
7,4,4,308,0,1,malignant,malignant
7,4,4,695,1,0,benign,benign
7,4,4,372,1,0,benign,benign
7,4,4,236,0.1,0.9,malignant,malignant
7,4,5,22,1,0,benign,benign
7,4,5,510,1,0,benign,benign
7,4,5,305,0,1,malignant,malignant
7,4,5,580,1,0,benign,benign
7,4,5,663,1,0,benign,benign
7,4,5,104,0,1,malignant,malignant
7,4,5,543,1,0,benign,benign
7,4,5,97,1,0,benign,benign
7,4,5,51,0.403965,0.596035,malignant,malignant
7,4,5,693,1,0,benign,benign
7,4,5,163,1,0,benign,benign
7,4,5,506,0,1,malignant,malignant
7,4,5,170,1,0,benign,benign
7,4,5,633,0,1,malignant,malignant
7,4,5,136,1,0,benign,benign
7,4,5,17,1,0,benign,benign
7,4,5,15,0.4,0.6,malignant,malignant
7,4,5,130,1,0,benign,benign
7,4,5,271,1,0,benign,benign
7,4,5,546,0,1,malignant,malignant
7,4,5,78,1,0,benign,benign
7,4,5,30,1,0,benign,benign
7,4,5,586,0,1,malignant,malignant
7,4,5,557,1,0,benign,benign
7,4,5,526,1,0,benign,benign
7,4,5,696,0,1,malignant,malignant
7,4,5,502,1,0,benign,benign
7,4,5,27,1,0,benign,benign
7,4,5,123,0.2,0.8,malignant,malignant
7,4,5,280,1,0,benign,benign
7,4,5,324,1,0,benign,benign
7,4,5,523,0,1,malignant,malignant
7,4,5,451,1,0,benign,benign
7,4,5,641,1,0,benign,benign
7,4,5,43,0.2,0.8,malignant,malignant
7,4,5,470,1,0,benign,benign
7,4,5,443,1,0,benign,benign
7,4,5,519,0,1,malignant,malignant
7,4,5,579,1,0,benign,benign
7,4,5,616,1,0,benign,benign
7,4,5,680,0,1,malignant,malignant
7,4,5,118,1,0,benign,benign
7,4,5,300,0.4,0.6,malignant,malignant
7,4,5,485,1,0,benign,benign
7,4,5,624,1,0,benign,benign
7,4,5,101,0.6,0.4,benign,malignant
7,4,5,208,1,0,benign,benign
7,4,5,478,1,0,benign,benign
7,4,5,42,0,1,malignant,malignant
7,4,5,80,0.8,0.2,benign,benign
7,4,5,630,0.9,0.1,benign,benign
7,4,5,237,0,1,malignant,malignant
7,4,5,678,1,0,benign,benign
7,4,5,81,1,0,benign,benign
7,4,5,52,0.1,0.9,malignant,malignant
7,4,5,370,0.8,0.2,benign,benign
7,4,5,243,1,0,benign,benign
7,4,5,224,0,1,malignant,malignant
7,4,5,365,1,0,benign,benign
7,4,5,550,1,0,benign,benign
7,4,5,611,0,1,malignant,malignant
7,4,5,512,1,0,benign,benign
7,4,5,527,1,0,benign,benign
7,4,5,268,0.085294,0.914706,malignant,malignant
7,4,5,507,1,0,benign,benign
7,4,5,259,0.2,0.8,malignant,benign
7,4,5,308,0,1,malignant,malignant
7,4,5,695,1,0,benign,benign
7,4,5,372,1,0,benign,benign
7,4,5,236,0,1,malignant,malignant
7,4,6,22,1,0,benign,benign
7,4,6,510,1,0,benign,benign
7,4,6,305,0,1,malignant,malignant
7,4,6,580,1,0,benign,benign
7,4,6,663,1,0,benign,benign
7,4,6,104,0,1,malignant,malignant
7,4,6,543,1,0,benign,benign
7,4,6,97,1,0,benign,benign
7,4,6,51,0.4,0.6,malignant,malignant
7,4,6,693,1,0,benign,benign
7,4,6,163,1,0,benign,benign
7,4,6,506,0,1,malignant,malignant
7,4,6,170,1,0,benign,benign
7,4,6,633,0,1,malignant,malignant
7,4,6,136,1,0,benign,benign
7,4,6,17,1,0,benign,benign
7,4,6,15,0.3,0.7,malignant,malignant
7,4,6,130,1,0,benign,benign
7,4,6,271,1,0,benign,benign
7,4,6,546,0,1,malignant,malignant
7,4,6,78,1,0,benign,benign
7,4,6,30,1,0,benign,benign
7,4,6,586,0,1,malignant,malignant
7,4,6,557,1,0,benign,benign
7,4,6,526,1,0,benign,benign
7,4,6,696,0,1,malignant,malignant
7,4,6,502,1,0,benign,benign
7,4,6,27,1,0,benign,benign
7,4,6,123,0,1,malignant,malignant
7,4,6,280,1,0,benign,benign
7,4,6,324,1,0,benign,benign
7,4,6,523,0,1,malignant,malignant
7,4,6,451,1,0,benign,benign
7,4,6,641,1,0,benign,benign
7,4,6,43,0.5,0.5,benign,malignant
7,4,6,470,1,0,benign,benign
7,4,6,443,1,0,benign,benign
7,4,6,519,0,1,malignant,malignant
7,4,6,579,1,0,benign,benign
7,4,6,616,1,0,benign,benign
7,4,6,680,0,1,malignant,malignant
7,4,6,118,1,0,benign,benign
7,4,6,300,0.1,0.9,malignant,malignant
7,4,6,485,0.9,0.1,benign,benign
7,4,6,624,1,0,benign,benign
7,4,6,101,0.7,0.3,benign,malignant
7,4,6,208,1,0,benign,benign
7,4,6,478,1,0,benign,benign
7,4,6,42,0,1,malignant,malignant
7,4,6,80,0.8,0.2,benign,benign
7,4,6,630,1,0,benign,benign
7,4,6,237,0.1,0.9,malignant,malignant
7,4,6,678,1,0,benign,benign
7,4,6,81,1,0,benign,benign
7,4,6,52,0,1,malignant,malignant
7,4,6,370,0.8,0.2,benign,benign
7,4,6,243,0.9,0.1,benign,benign
7,4,6,224,0,1,malignant,malignant
7,4,6,365,1,0,benign,benign
7,4,6,550,1,0,benign,benign
7,4,6,611,0,1,malignant,malignant
7,4,6,512,1,0,benign,benign
7,4,6,527,1,0,benign,benign
7,4,6,268,0.082877,0.917123,malignant,malignant
7,4,6,507,1,0,benign,benign
7,4,6,259,0.330178,0.669822,malignant,benign
7,4,6,308,0,1,malignant,malignant
7,4,6,695,1,0,benign,benign
7,4,6,372,1,0,benign,benign
7,4,6,236,0,1,malignant,malignant
7,4,7,22,1,0,benign,benign
7,4,7,510,1,0,benign,benign
7,4,7,305,0,1,malignant,malignant
7,4,7,580,1,0,benign,benign
7,4,7,663,1,0,benign,benign
7,4,7,104,0.1,0.9,malignant,malignant
7,4,7,543,1,0,benign,benign
7,4,7,97,1,0,benign,benign
7,4,7,51,0.4,0.6,malignant,malignant
7,4,7,693,1,0,benign,benign
7,4,7,163,0.625191,0.374809,benign,benign
7,4,7,506,0,1,malignant,malignant
7,4,7,170,1,0,benign,benign
7,4,7,633,0,1,malignant,malignant
7,4,7,136,1,0,benign,benign
7,4,7,17,1,0,benign,benign
7,4,7,15,0.689354,0.310646,benign,malignant
7,4,7,130,1,0,benign,benign
7,4,7,271,1,0,benign,benign
7,4,7,546,0.1,0.9,malignant,malignant
7,4,7,78,1,0,benign,benign
7,4,7,30,1,0,benign,benign
7,4,7,586,0,1,malignant,malignant
7,4,7,557,1,0,benign,benign
7,4,7,526,1,0,benign,benign
7,4,7,696,0,1,malignant,malignant
7,4,7,502,1,0,benign,benign
7,4,7,27,1,0,benign,benign
7,4,7,123,0,1,malignant,malignant
7,4,7,280,1,0,benign,benign
7,4,7,324,1,0,benign,benign
7,4,7,523,0,1,malignant,malignant
7,4,7,451,1,0,benign,benign
7,4,7,641,1,0,benign,benign
7,4,7,43,0.7,0.3,benign,malignant
7,4,7,470,1,0,benign,benign
7,4,7,443,1,0,benign,benign
7,4,7,519,0,1,malignant,malignant
7,4,7,579,1,0,benign,benign
7,4,7,616,1,0,benign,benign
7,4,7,680,0,1,malignant,malignant
7,4,7,118,1,0,benign,benign
7,4,7,300,0.2,0.8,malignant,malignant
7,4,7,485,0.725191,0.274809,benign,benign
7,4,7,624,1,0,benign,benign
7,4,7,101,0.4,0.6,malignant,malignant
7,4,7,208,1,0,benign,benign
7,4,7,478,1,0,benign,benign
7,4,7,42,0,1,malignant,malignant
7,4,7,80,1,0,benign,benign
7,4,7,630,1,0,benign,benign
7,4,7,237,0.2,0.8,malignant,malignant
7,4,7,678,1,0,benign,benign
7,4,7,81,1,0,benign,benign
7,4,7,52,0,1,malignant,malignant
7,4,7,370,1,0,benign,benign
7,4,7,243,1,0,benign,benign
7,4,7,224,0,1,malignant,malignant
7,4,7,365,1,0,benign,benign
7,4,7,550,1,0,benign,benign
7,4,7,611,0,1,malignant,malignant
7,4,7,512,1,0,benign,benign
7,4,7,527,1,0,benign,benign
7,4,7,268,0,1,malignant,malignant
7,4,7,507,1,0,benign,benign
7,4,7,259,0.3,0.7,malignant,benign
7,4,7,308,0,1,malignant,malignant
7,4,7,695,1,0,benign,benign
7,4,7,372,1,0,benign,benign
7,4,7,236,0,1,malignant,malignant
7,5,0,498,1,0,benign,benign
7,5,0,479,0,1,malignant,malignant
7,5,0,157,1,0,benign,benign
7,5,0,172,1,0,benign,benign
7,5,0,590,0.2,0.8,malignant,malignant
7,5,0,69,1,0,benign,benign
7,5,0,114,1,0,benign,benign
7,5,0,603,0.4,0.6,malignant,malignant
7,5,0,335,1,0,benign,benign
7,5,0,642,1,0,benign,benign
7,5,0,188,0,1,malignant,malignant
7,5,0,252,0.7,0.3,benign,benign
7,5,0,573,1,0,benign,benign
7,5,0,425,0,1,malignant,malignant
7,5,0,217,1,0,benign,benign
7,5,0,131,1,0,benign,benign
7,5,0,427,0.1,0.9,malignant,malignant
7,5,0,634,1,0,benign,benign
7,5,0,377,1,0,benign,benign
7,5,0,569,0,1,malignant,malignant
7,5,0,671,1,0,benign,benign
7,5,0,536,1,0,benign,benign
7,5,0,53,0,1,malignant,malignant
7,5,0,93,1,0,benign,benign
7,5,0,313,1,0,benign,benign
7,5,0,238,0,1,malignant,malignant
7,5,0,338,1,0,benign,benign
7,5,0,156,1,0,benign,benign
7,5,0,493,0,1,malignant,malignant
7,5,0,486,1,0,benign,benign
7,5,0,32,0,1,malignant,malignant
7,5,0,371,1,0,benign,benign
7,5,0,162,1,0,benign,benign
7,5,0,489,0.3,0.7,malignant,malignant
7,5,0,413,1,0,benign,benign
7,5,0,120,1,0,benign,benign
7,5,0,107,0,1,malignant,malignant
7,5,0,301,1,0,benign,benign
7,5,0,232,0.3,0.7,malignant,benign
7,5,0,146,0.2,0.8,malignant,malignant
7,5,0,496,1,0,benign,benign
7,5,0,346,1,0,benign,benign
7,5,0,63,0.8,0.2,benign,malignant
7,5,0,666,1,0,benign,benign
7,5,0,596,1,0,benign,benign
7,5,0,449,0,1,malignant,malignant
7,5,0,677,1,0,benign,benign
7,5,0,534,1,0,benign,benign
7,5,0,353,0,1,malignant,malignant
7,5,0,345,1,0,benign,benign
7,5,0,64,1,0,benign,benign
7,5,0,159,0,1,malignant,malignant
7,5,0,445,1,0,benign,benign
7,5,0,635,1,0,benign,benign
7,5,0,304,0.5,0.5,benign,malignant
7,5,0,639,0.9,0.1,benign,benign
7,5,0,433,0.9,0.1,benign,benign
7,5,0,386,0,1,malignant,malignant
7,5,0,481,0.9,0.1,benign,benign
7,5,0,316,0.1,0.9,malignant,malignant
7,5,0,332,1,0,benign,benign
7,5,0,575,1,0,benign,benign
7,5,0,74,0.4,0.6,malignant,malignant
7,5,0,322,1,0,benign,benign
7,5,0,102,1,0,benign,benign
7,5,0,179,0.7,0.3,benign,malignant
7,5,0,393,1,0,benign,benign
7,5,0,8,1,0,benign,benign
7,5,0,348,0.9,0.1,benign,malignant
7,5,0,384,1,0,benign,benign
7,5,1,498,1,0,benign,benign
7,5,1,479,0,1,malignant,malignant
7,5,1,157,1,0,benign,benign
7,5,1,172,1,0,benign,benign
7,5,1,590,0.3,0.7,malignant,malignant
7,5,1,69,1,0,benign,benign
7,5,1,114,0.8,0.2,benign,benign
7,5,1,603,0.3,0.7,malignant,malignant
7,5,1,335,1,0,benign,benign
7,5,1,642,1,0,benign,benign
7,5,1,188,0,1,malignant,malignant
7,5,1,252,0.6,0.4,benign,benign
7,5,1,573,1,0,benign,benign
7,5,1,425,0,1,malignant,malignant
7,5,1,217,1,0,benign,benign
7,5,1,131,1,0,benign,benign
7,5,1,427,0.1,0.9,malignant,malignant
7,5,1,634,1,0,benign,benign
7,5,1,377,1,0,benign,benign
7,5,1,569,0,1,malignant,malignant
7,5,1,671,1,0,benign,benign
7,5,1,536,1,0,benign,benign
7,5,1,53,0,1,malignant,malignant
7,5,1,93,1,0,benign,benign
7,5,1,313,1,0,benign,benign
7,5,1,238,0,1,malignant,malignant
7,5,1,338,1,0,benign,benign
7,5,1,156,1,0,benign,benign
7,5,1,493,0.1,0.9,malignant,malignant
7,5,1,486,1,0,benign,benign
7,5,1,32,0,1,malignant,malignant
7,5,1,371,1,0,benign,benign
7,5,1,162,1,0,benign,benign
7,5,1,489,0.2,0.8,malignant,malignant
7,5,1,413,1,0,benign,benign
7,5,1,120,1,0,benign,benign
7,5,1,107,0,1,malignant,malignant
7,5,1,301,1,0,benign,benign
7,5,1,232,0.2,0.8,malignant,benign
7,5,1,146,0.2,0.8,malignant,malignant
7,5,1,496,1,0,benign,benign
7,5,1,346,0.9,0.1,benign,benign
7,5,1,63,0.8,0.2,benign,malignant
7,5,1,666,1,0,benign,benign
7,5,1,596,1,0,benign,benign
7,5,1,449,0,1,malignant,malignant
7,5,1,677,1,0,benign,benign
7,5,1,534,1,0,benign,benign
7,5,1,353,0,1,malignant,malignant
7,5,1,345,1,0,benign,benign
7,5,1,64,1,0,benign,benign
7,5,1,159,0,1,malignant,malignant
7,5,1,445,1,0,benign,benign
7,5,1,635,1,0,benign,benign
7,5,1,304,0.1,0.9,malignant,malignant
7,5,1,639,1,0,benign,benign
7,5,1,433,1,0,benign,benign
7,5,1,386,0.1,0.9,malignant,malignant
7,5,1,481,0.9,0.1,benign,benign
7,5,1,316,0,1,malignant,malignant
7,5,1,332,1,0,benign,benign
7,5,1,575,1,0,benign,benign
7,5,1,74,0.2,0.8,malignant,malignant
7,5,1,322,1,0,benign,benign
7,5,1,102,1,0,benign,benign
7,5,1,179,0.7,0.3,benign,malignant
7,5,1,393,1,0,benign,benign
7,5,1,8,1,0,benign,benign
7,5,1,348,0.5,0.5,benign,malignant
7,5,1,384,1,0,benign,benign
7,5,2,498,1,0,benign,benign
7,5,2,479,0,1,malignant,malignant
7,5,2,157,1,0,benign,benign
7,5,2,172,1,0,benign,benign
7,5,2,590,0.3,0.7,malignant,malignant
7,5,2,69,1,0,benign,benign
7,5,2,114,0.9,0.1,benign,benign
7,5,2,603,0.4,0.6,malignant,malignant
7,5,2,335,1,0,benign,benign
7,5,2,642,1,0,benign,benign
7,5,2,188,0,1,malignant,malignant
7,5,2,252,0.4,0.6,malignant,benign
7,5,2,573,1,0,benign,benign
7,5,2,425,0,1,malignant,malignant
7,5,2,217,1,0,benign,benign
7,5,2,131,1,0,benign,benign
7,5,2,427,0,1,malignant,malignant
7,5,2,634,1,0,benign,benign
7,5,2,377,1,0,benign,benign
7,5,2,569,0,1,malignant,malignant
7,5,2,671,1,0,benign,benign
7,5,2,536,1,0,benign,benign
7,5,2,53,0,1,malignant,malignant
7,5,2,93,1,0,benign,benign
7,5,2,313,1,0,benign,benign
7,5,2,238,0,1,malignant,malignant
7,5,2,338,1,0,benign,benign
7,5,2,156,1,0,benign,benign
7,5,2,493,0,1,malignant,malignant
7,5,2,486,1,0,benign,benign
7,5,2,32,0,1,malignant,malignant
7,5,2,371,1,0,benign,benign
7,5,2,162,1,0,benign,benign
7,5,2,489,0.6,0.4,benign,malignant
7,5,2,413,1,0,benign,benign
7,5,2,120,1,0,benign,benign
7,5,2,107,0,1,malignant,malignant
7,5,2,301,1,0,benign,benign
7,5,2,232,0.1,0.9,malignant,benign
7,5,2,146,0.3,0.7,malignant,malignant
7,5,2,496,1,0,benign,benign
7,5,2,346,0.9,0.1,benign,benign
7,5,2,63,0.6,0.4,benign,malignant
7,5,2,666,1,0,benign,benign
7,5,2,596,1,0,benign,benign
7,5,2,449,0,1,malignant,malignant
7,5,2,677,1,0,benign,benign
7,5,2,534,1,0,benign,benign
7,5,2,353,0,1,malignant,malignant
7,5,2,345,1,0,benign,benign
7,5,2,64,1,0,benign,benign
7,5,2,159,0,1,malignant,malignant
7,5,2,445,1,0,benign,benign
7,5,2,635,1,0,benign,benign
7,5,2,304,0.2,0.8,malignant,malignant
7,5,2,639,1,0,benign,benign
7,5,2,433,1,0,benign,benign
7,5,2,386,0.3,0.7,malignant,malignant
7,5,2,481,0.9,0.1,benign,benign
7,5,2,316,0,1,malignant,malignant
7,5,2,332,1,0,benign,benign
7,5,2,575,1,0,benign,benign
7,5,2,74,0.3,0.7,malignant,malignant
7,5,2,322,1,0,benign,benign
7,5,2,102,1,0,benign,benign
7,5,2,179,0.7,0.3,benign,malignant
7,5,2,393,1,0,benign,benign
7,5,2,8,1,0,benign,benign
7,5,2,348,0.6,0.4,benign,malignant
7,5,2,384,1,0,benign,benign
7,5,3,498,1,0,benign,benign
7,5,3,479,0,1,malignant,malignant
7,5,3,157,1,0,benign,benign
7,5,3,172,1,0,benign,benign
7,5,3,590,0.3,0.7,malignant,malignant
7,5,3,69,1,0,benign,benign
7,5,3,114,0.93236,0.06764,benign,benign
7,5,3,603,0,1,malignant,malignant
7,5,3,335,1,0,benign,benign
7,5,3,642,1,0,benign,benign
7,5,3,188,0.2,0.8,malignant,malignant
7,5,3,252,0.6,0.4,benign,benign
7,5,3,573,1,0,benign,benign
7,5,3,425,0,1,malignant,malignant
7,5,3,217,1,0,benign,benign
7,5,3,131,1,0,benign,benign
7,5,3,427,0,1,malignant,malignant
7,5,3,634,1,0,benign,benign
7,5,3,377,1,0,benign,benign
7,5,3,569,0,1,malignant,malignant
7,5,3,671,1,0,benign,benign
7,5,3,536,1,0,benign,benign
7,5,3,53,0,1,malignant,malignant
7,5,3,93,1,0,benign,benign
7,5,3,313,1,0,benign,benign
7,5,3,238,0,1,malignant,malignant
7,5,3,338,1,0,benign,benign
7,5,3,156,1,0,benign,benign
7,5,3,493,0,1,malignant,malignant
7,5,3,486,1,0,benign,benign
7,5,3,32,0,1,malignant,malignant
7,5,3,371,1,0,benign,benign
7,5,3,162,1,0,benign,benign
7,5,3,489,0.7,0.3,benign,malignant
7,5,3,413,1,0,benign,benign
7,5,3,120,1,0,benign,benign
7,5,3,107,0,1,malignant,malignant
7,5,3,301,1,0,benign,benign
7,5,3,232,0.1,0.9,malignant,benign
7,5,3,146,0.5,0.5,benign,malignant
7,5,3,496,1,0,benign,benign
7,5,3,346,0.9,0.1,benign,benign
7,5,3,63,0.6,0.4,benign,malignant
7,5,3,666,1,0,benign,benign
7,5,3,596,1,0,benign,benign
7,5,3,449,0,1,malignant,malignant
7,5,3,677,1,0,benign,benign
7,5,3,534,1,0,benign,benign
7,5,3,353,0,1,malignant,malignant
7,5,3,345,1,0,benign,benign
7,5,3,64,1,0,benign,benign
7,5,3,159,0,1,malignant,malignant
7,5,3,445,1,0,benign,benign
7,5,3,635,0.9,0.1,benign,benign
7,5,3,304,0.3,0.7,malignant,malignant
7,5,3,639,1,0,benign,benign
7,5,3,433,0.9,0.1,benign,benign
7,5,3,386,0.1,0.9,malignant,malignant
7,5,3,481,0.9,0.1,benign,benign
7,5,3,316,0.2,0.8,malignant,malignant
7,5,3,332,1,0,benign,benign
7,5,3,575,1,0,benign,benign
7,5,3,74,0.1,0.9,malignant,malignant
7,5,3,322,1,0,benign,benign
7,5,3,102,1,0,benign,benign
7,5,3,179,0.8,0.2,benign,malignant
7,5,3,393,1,0,benign,benign
7,5,3,8,1,0,benign,benign
7,5,3,348,0.5,0.5,benign,malignant
7,5,3,384,1,0,benign,benign
7,5,4,498,1,0,benign,benign
7,5,4,479,0,1,malignant,malignant
7,5,4,157,1,0,benign,benign
7,5,4,172,1,0,benign,benign
7,5,4,590,0.1,0.9,malignant,malignant
7,5,4,69,1,0,benign,benign
7,5,4,114,0.8,0.2,benign,benign
7,5,4,603,0.1,0.9,malignant,malignant
7,5,4,335,1,0,benign,benign
7,5,4,642,1,0,benign,benign
7,5,4,188,0,1,malignant,malignant
7,5,4,252,0.1,0.9,malignant,benign
7,5,4,573,1,0,benign,benign
7,5,4,425,0,1,malignant,malignant
7,5,4,217,1,0,benign,benign
7,5,4,131,1,0,benign,benign
7,5,4,427,0,1,malignant,malignant
7,5,4,634,1,0,benign,benign
7,5,4,377,1,0,benign,benign
7,5,4,569,0,1,malignant,malignant
7,5,4,671,1,0,benign,benign
7,5,4,536,1,0,benign,benign
7,5,4,53,0,1,malignant,malignant
7,5,4,93,1,0,benign,benign
7,5,4,313,1,0,benign,benign
7,5,4,238,0.1,0.9,malignant,malignant
7,5,4,338,1,0,benign,benign
7,5,4,156,1,0,benign,benign
7,5,4,493,0,1,malignant,malignant
7,5,4,486,1,0,benign,benign
7,5,4,32,0,1,malignant,malignant
7,5,4,371,1,0,benign,benign
7,5,4,162,1,0,benign,benign
7,5,4,489,0.8,0.2,benign,malignant
7,5,4,413,1,0,benign,benign
7,5,4,120,1,0,benign,benign
7,5,4,107,0,1,malignant,malignant
7,5,4,301,1,0,benign,benign
7,5,4,232,0.2,0.8,malignant,benign
7,5,4,146,0.5,0.5,benign,malignant
7,5,4,496,1,0,benign,benign
7,5,4,346,0.8,0.2,benign,benign
7,5,4,63,0.2,0.8,malignant,malignant
7,5,4,666,0.9,0.1,benign,benign
7,5,4,596,1,0,benign,benign
7,5,4,449,0,1,malignant,malignant
7,5,4,677,1,0,benign,benign
7,5,4,534,1,0,benign,benign
7,5,4,353,0.1,0.9,malignant,malignant
7,5,4,345,1,0,benign,benign
7,5,4,64,1,0,benign,benign
7,5,4,159,0,1,malignant,malignant
7,5,4,445,1,0,benign,benign
7,5,4,635,1,0,benign,benign
7,5,4,304,0,1,malignant,malignant
7,5,4,639,1,0,benign,benign
7,5,4,433,1,0,benign,benign
7,5,4,386,0.023394,0.976606,malignant,malignant
7,5,4,481,1,0,benign,benign
7,5,4,316,0.1,0.9,malignant,malignant
7,5,4,332,1,0,benign,benign
7,5,4,575,1,0,benign,benign
7,5,4,74,0.1,0.9,malignant,malignant
7,5,4,322,1,0,benign,benign
7,5,4,102,1,0,benign,benign
7,5,4,179,0.4,0.6,malignant,malignant
7,5,4,393,1,0,benign,benign
7,5,4,8,1,0,benign,benign
7,5,4,348,0.3,0.7,malignant,malignant
7,5,4,384,1,0,benign,benign
7,5,5,498,1,0,benign,benign
7,5,5,479,0,1,malignant,malignant
7,5,5,157,1,0,benign,benign
7,5,5,172,1,0,benign,benign
7,5,5,590,0.1,0.9,malignant,malignant
7,5,5,69,1,0,benign,benign
7,5,5,114,1,0,benign,benign
7,5,5,603,0.1,0.9,malignant,malignant
7,5,5,335,1,0,benign,benign
7,5,5,642,1,0,benign,benign
7,5,5,188,0,1,malignant,malignant
7,5,5,252,0.026866,0.973134,malignant,benign
7,5,5,573,1,0,benign,benign
7,5,5,425,0,1,malignant,malignant
7,5,5,217,1,0,benign,benign
7,5,5,131,1,0,benign,benign
7,5,5,427,0,1,malignant,malignant
7,5,5,634,1,0,benign,benign
7,5,5,377,1,0,benign,benign
7,5,5,569,0,1,malignant,malignant
7,5,5,671,1,0,benign,benign
7,5,5,536,1,0,benign,benign
7,5,5,53,0,1,malignant,malignant
7,5,5,93,1,0,benign,benign
7,5,5,313,1,0,benign,benign
7,5,5,238,0.1,0.9,malignant,malignant
7,5,5,338,1,0,benign,benign
7,5,5,156,1,0,benign,benign
7,5,5,493,0,1,malignant,malignant
7,5,5,486,1,0,benign,benign
7,5,5,32,0,1,malignant,malignant
7,5,5,371,1,0,benign,benign
7,5,5,162,1,0,benign,benign
7,5,5,489,0.4,0.6,malignant,malignant
7,5,5,413,1,0,benign,benign
7,5,5,120,1,0,benign,benign
7,5,5,107,0,1,malignant,malignant
7,5,5,301,1,0,benign,benign
7,5,5,232,0.2,0.8,malignant,benign
7,5,5,146,0.5,0.5,benign,malignant
7,5,5,496,1,0,benign,benign
7,5,5,346,0.7,0.3,benign,benign
7,5,5,63,0.5,0.5,benign,malignant
7,5,5,666,0.9,0.1,benign,benign
7,5,5,596,1,0,benign,benign
7,5,5,449,0,1,malignant,malignant
7,5,5,677,1,0,benign,benign
7,5,5,534,1,0,benign,benign
7,5,5,353,0,1,malignant,malignant
7,5,5,345,1,0,benign,benign
7,5,5,64,1,0,benign,benign
7,5,5,159,0,1,malignant,malignant
7,5,5,445,1,0,benign,benign
7,5,5,635,1,0,benign,benign
7,5,5,304,0.2,0.8,malignant,malignant
7,5,5,639,1,0,benign,benign
7,5,5,433,1,0,benign,benign
7,5,5,386,0,1,malignant,malignant
7,5,5,481,0.8,0.2,benign,benign
7,5,5,316,0,1,malignant,malignant
7,5,5,332,0.9,0.1,benign,benign
7,5,5,575,1,0,benign,benign
7,5,5,74,0,1,malignant,malignant
7,5,5,322,1,0,benign,benign
7,5,5,102,1,0,benign,benign
7,5,5,179,0.5,0.5,benign,malignant
7,5,5,393,1,0,benign,benign
7,5,5,8,1,0,benign,benign
7,5,5,348,0.5,0.5,benign,malignant
7,5,5,384,1,0,benign,benign
7,5,6,498,1,0,benign,benign
7,5,6,479,0,1,malignant,malignant
7,5,6,157,1,0,benign,benign
7,5,6,172,1,0,benign,benign
7,5,6,590,0.3,0.7,malignant,malignant
7,5,6,69,1,0,benign,benign
7,5,6,114,0.9,0.1,benign,benign
7,5,6,603,0,1,malignant,malignant
7,5,6,335,1,0,benign,benign
7,5,6,642,1,0,benign,benign
7,5,6,188,0,1,malignant,malignant
7,5,6,252,0.1,0.9,malignant,benign
7,5,6,573,1,0,benign,benign
7,5,6,425,0,1,malignant,malignant
7,5,6,217,1,0,benign,benign
7,5,6,131,1,0,benign,benign
7,5,6,427,0,1,malignant,malignant
7,5,6,634,1,0,benign,benign
7,5,6,377,1,0,benign,benign
7,5,6,569,0,1,malignant,malignant
7,5,6,671,1,0,benign,benign
7,5,6,536,1,0,benign,benign
7,5,6,53,0,1,malignant,malignant
7,5,6,93,1,0,benign,benign
7,5,6,313,1,0,benign,benign
7,5,6,238,0,1,malignant,malignant
7,5,6,338,1,0,benign,benign
7,5,6,156,1,0,benign,benign
7,5,6,493,0,1,malignant,malignant
7,5,6,486,1,0,benign,benign
7,5,6,32,0,1,malignant,malignant
7,5,6,371,1,0,benign,benign
7,5,6,162,1,0,benign,benign
7,5,6,489,0.8,0.2,benign,malignant
7,5,6,413,1,0,benign,benign
7,5,6,120,1,0,benign,benign
7,5,6,107,0,1,malignant,malignant
7,5,6,301,1,0,benign,benign
7,5,6,232,0,1,malignant,benign
7,5,6,146,0.5,0.5,benign,malignant
7,5,6,496,1,0,benign,benign
7,5,6,346,0.8,0.2,benign,benign
7,5,6,63,0.7,0.3,benign,malignant
7,5,6,666,1,0,benign,benign
7,5,6,596,1,0,benign,benign
7,5,6,449,0,1,malignant,malignant
7,5,6,677,1,0,benign,benign
7,5,6,534,1,0,benign,benign
7,5,6,353,0.1,0.9,malignant,malignant
7,5,6,345,1,0,benign,benign
7,5,6,64,1,0,benign,benign
7,5,6,159,0,1,malignant,malignant
7,5,6,445,1,0,benign,benign
7,5,6,635,1,0,benign,benign
7,5,6,304,0.1,0.9,malignant,malignant
7,5,6,639,1,0,benign,benign
7,5,6,433,1,0,benign,benign
7,5,6,386,0,1,malignant,malignant
7,5,6,481,0.9,0.1,benign,benign
7,5,6,316,0.139735,0.860265,malignant,malignant
7,5,6,332,1,0,benign,benign
7,5,6,575,1,0,benign,benign
7,5,6,74,0,1,malignant,malignant
7,5,6,322,1,0,benign,benign
7,5,6,102,1,0,benign,benign
7,5,6,179,0.7,0.3,benign,malignant
7,5,6,393,1,0,benign,benign
7,5,6,8,1,0,benign,benign
7,5,6,348,0.4,0.6,malignant,malignant
7,5,6,384,1,0,benign,benign
7,5,7,498,1,0,benign,benign
7,5,7,479,0,1,malignant,malignant
7,5,7,157,1,0,benign,benign
7,5,7,172,1,0,benign,benign
7,5,7,590,0.279672,0.720328,malignant,malignant
7,5,7,69,1,0,benign,benign
7,5,7,114,0.9,0.1,benign,benign
7,5,7,603,0.279672,0.720328,malignant,malignant
7,5,7,335,1,0,benign,benign
7,5,7,642,1,0,benign,benign
7,5,7,188,0.144828,0.855172,malignant,malignant
7,5,7,252,0.1,0.9,malignant,benign
7,5,7,573,1,0,benign,benign
7,5,7,425,0,1,malignant,malignant
7,5,7,217,1,0,benign,benign
7,5,7,131,1,0,benign,benign
7,5,7,427,0,1,malignant,malignant
7,5,7,634,1,0,benign,benign
7,5,7,377,1,0,benign,benign
7,5,7,569,0,1,malignant,malignant
7,5,7,671,1,0,benign,benign
7,5,7,536,1,0,benign,benign
7,5,7,53,0,1,malignant,malignant
7,5,7,93,1,0,benign,benign
7,5,7,313,1,0,benign,benign
7,5,7,238,0,1,malignant,malignant
7,5,7,338,1,0,benign,benign
7,5,7,156,1,0,benign,benign
7,5,7,493,0,1,malignant,malignant
7,5,7,486,1,0,benign,benign
7,5,7,32,0,1,malignant,malignant
7,5,7,371,1,0,benign,benign
7,5,7,162,1,0,benign,benign
7,5,7,489,0.7,0.3,benign,malignant
7,5,7,413,1,0,benign,benign
7,5,7,120,1,0,benign,benign
7,5,7,107,0.2,0.8,malignant,malignant
7,5,7,301,1,0,benign,benign
7,5,7,232,0.3,0.7,malignant,benign
7,5,7,146,0.4,0.6,malignant,malignant
7,5,7,496,1,0,benign,benign
7,5,7,346,1,0,benign,benign
7,5,7,63,0.6,0.4,benign,malignant
7,5,7,666,1,0,benign,benign
7,5,7,596,1,0,benign,benign
7,5,7,449,0.1,0.9,malignant,malignant
7,5,7,677,1,0,benign,benign
7,5,7,534,1,0,benign,benign
7,5,7,353,0,1,malignant,malignant
7,5,7,345,1,0,benign,benign
7,5,7,64,1,0,benign,benign
7,5,7,159,0,1,malignant,malignant
7,5,7,445,1,0,benign,benign
7,5,7,635,1,0,benign,benign
7,5,7,304,0,1,malignant,malignant
7,5,7,639,1,0,benign,benign
7,5,7,433,1,0,benign,benign
7,5,7,386,0,1,malignant,malignant
7,5,7,481,1,0,benign,benign
7,5,7,316,0.122529,0.877471,malignant,malignant
7,5,7,332,1,0,benign,benign
7,5,7,575,1,0,benign,benign
7,5,7,74,0.2,0.8,malignant,malignant
7,5,7,322,1,0,benign,benign
7,5,7,102,1,0,benign,benign
7,5,7,179,0.2,0.8,malignant,malignant
7,5,7,393,1,0,benign,benign
7,5,7,8,1,0,benign,benign
7,5,7,348,0.5,0.5,benign,malignant
7,5,7,384,1,0,benign,benign
7,6,0,517,1,0,benign,benign
7,6,0,65,0.3,0.7,malignant,malignant
7,6,0,657,0.9,0.1,benign,benign
7,6,0,551,1,0,benign,benign
7,6,0,54,0,1,malignant,malignant
7,6,0,554,1,0,benign,benign
7,6,0,72,0.3,0.7,malignant,benign
7,6,0,279,0.3,0.7,malignant,malignant
7,6,0,446,1,0,benign,benign
7,6,0,544,1,0,benign,benign
7,6,0,591,0.1,0.9,malignant,malignant
7,6,0,576,1,0,benign,benign
7,6,0,388,1,0,benign,benign
7,6,0,262,0,1,malignant,malignant
7,6,0,278,1,0,benign,benign
7,6,0,4,0.9,0.1,benign,benign
7,6,0,293,0.5,0.5,benign,malignant
7,6,0,424,1,0,benign,benign
7,6,0,229,0,1,malignant,malignant
7,6,0,532,1,0,benign,benign
7,6,0,531,1,0,benign,benign
7,6,0,330,0.2,0.8,malignant,malignant
7,6,0,298,0.5,0.5,benign,benign
7,6,0,656,1,0,benign,benign
7,6,0,183,0,1,malignant,malignant
7,6,0,524,1,0,benign,benign
7,6,0,373,1,0,benign,benign
7,6,0,658,0.1,0.9,malignant,malignant
7,6,0,363,0.9,0.1,benign,benign
7,6,0,460,0.9,0.1,benign,benign
7,6,0,149,0,1,malignant,malignant
7,6,0,207,1,0,benign,benign
7,6,0,628,1,0,benign,benign
7,6,0,515,0.1,0.9,malignant,malignant
7,6,0,290,1,0,benign,benign
7,6,0,47,1,0,benign,benign
7,6,0,568,0.5,0.5,benign,malignant
7,6,0,535,1,0,benign,benign
7,6,0,309,0.3,0.7,malignant,benign
7,6,0,100,0.5,0.5,benign,malignant
7,6,0,29,1,0,benign,benign
7,6,0,7,1,0,benign,benign
7,6,0,329,0.1,0.9,malignant,malignant
7,6,0,92,1,0,benign,benign
7,6,0,609,1,0,benign,benign
7,6,0,113,0,1,malignant,malignant
7,6,0,600,1,0,benign,benign
7,6,0,286,0,1,malignant,malignant
7,6,0,428,1,0,benign,benign
7,6,0,176,1,0,benign,benign
7,6,0,436,0.2,0.8,malignant,malignant
7,6,0,408,1,0,benign,benign
7,6,0,315,0.104545,0.895455,malignant,benign
7,6,0,565,0,1,malignant,malignant
7,6,0,202,1,0,benign,benign
7,6,0,430,1,0,benign,benign
7,6,0,289,0.1,0.9,malignant,malignant
7,6,0,439,1,0,benign,benign
7,6,0,245,1,0,benign,benign
7,6,0,167,0.1,0.9,malignant,malignant
7,6,0,459,1,0,benign,benign
7,6,0,687,1,0,benign,benign
7,6,0,581,0,1,malignant,malignant
7,6,0,484,1,0,benign,benign
7,6,0,48,0.9,0.1,benign,benign
7,6,0,270,0.6,0.4,benign,malignant
7,6,0,665,1,0,benign,benign
7,6,0,638,1,0,benign,benign
7,6,0,356,0.9,0.1,benign,malignant
7,6,0,447,1,0,benign,benign
7,6,1,517,1,0,benign,benign
7,6,1,65,0.1,0.9,malignant,malignant
7,6,1,657,0.7,0.3,benign,benign
7,6,1,551,1,0,benign,benign
7,6,1,54,0.1,0.9,malignant,malignant
7,6,1,554,1,0,benign,benign
7,6,1,72,0.4,0.6,malignant,benign
7,6,1,279,0,1,malignant,malignant
7,6,1,446,1,0,benign,benign
7,6,1,544,1,0,benign,benign
7,6,1,591,0,1,malignant,malignant
7,6,1,576,1,0,benign,benign
7,6,1,388,1,0,benign,benign
7,6,1,262,0,1,malignant,malignant
7,6,1,278,1,0,benign,benign
7,6,1,4,1,0,benign,benign
7,6,1,293,0.1,0.9,malignant,malignant
7,6,1,424,1,0,benign,benign
7,6,1,229,0,1,malignant,malignant
7,6,1,532,1,0,benign,benign
7,6,1,531,1,0,benign,benign
7,6,1,330,0.2,0.8,malignant,malignant
7,6,1,298,0.6,0.4,benign,benign
7,6,1,656,1,0,benign,benign
7,6,1,183,0,1,malignant,malignant
7,6,1,524,1,0,benign,benign
7,6,1,373,1,0,benign,benign
7,6,1,658,0,1,malignant,malignant
7,6,1,363,0.7,0.3,benign,benign
7,6,1,460,1,0,benign,benign
7,6,1,149,0,1,malignant,malignant
7,6,1,207,1,0,benign,benign
7,6,1,628,1,0,benign,benign
7,6,1,515,0,1,malignant,malignant
7,6,1,290,1,0,benign,benign
7,6,1,47,1,0,benign,benign
7,6,1,568,0.3,0.7,malignant,malignant
7,6,1,535,0.9,0.1,benign,benign
7,6,1,309,0.6,0.4,benign,benign
7,6,1,100,0.5,0.5,benign,malignant
7,6,1,29,1,0,benign,benign
7,6,1,7,1,0,benign,benign
7,6,1,329,0.2,0.8,malignant,malignant
7,6,1,92,1,0,benign,benign
7,6,1,609,1,0,benign,benign
7,6,1,113,0,1,malignant,malignant
7,6,1,600,1,0,benign,benign
7,6,1,286,0,1,malignant,malignant
7,6,1,428,1,0,benign,benign
7,6,1,176,1,0,benign,benign
7,6,1,436,0.3,0.7,malignant,malignant
7,6,1,408,0.9,0.1,benign,benign
7,6,1,315,0.133175,0.866825,malignant,benign
7,6,1,565,0,1,malignant,malignant
7,6,1,202,1,0,benign,benign
7,6,1,430,0.9,0.1,benign,benign
7,6,1,289,0,1,malignant,malignant
7,6,1,439,1,0,benign,benign
7,6,1,245,1,0,benign,benign
7,6,1,167,0.2,0.8,malignant,malignant
7,6,1,459,1,0,benign,benign
7,6,1,687,0.9,0.1,benign,benign
7,6,1,581,0,1,malignant,malignant
7,6,1,484,1,0,benign,benign
7,6,1,48,1,0,benign,benign
7,6,1,270,0.1,0.9,malignant,malignant
7,6,1,665,1,0,benign,benign
7,6,1,638,1,0,benign,benign
7,6,1,356,0.6,0.4,benign,malignant
7,6,1,447,1,0,benign,benign
7,6,2,517,1,0,benign,benign
7,6,2,65,0.3,0.7,malignant,malignant
7,6,2,657,0.6,0.4,benign,benign
7,6,2,551,1,0,benign,benign
7,6,2,54,0.1,0.9,malignant,malignant
7,6,2,554,1,0,benign,benign
7,6,2,72,0.5,0.5,benign,benign
7,6,2,279,0,1,malignant,malignant
7,6,2,446,1,0,benign,benign
7,6,2,544,1,0,benign,benign
7,6,2,591,0,1,malignant,malignant
7,6,2,576,1,0,benign,benign
7,6,2,388,1,0,benign,benign
7,6,2,262,0,1,malignant,malignant
7,6,2,278,1,0,benign,benign
7,6,2,4,1,0,benign,benign
7,6,2,293,0.3,0.7,malignant,malignant
7,6,2,424,1,0,benign,benign
7,6,2,229,0,1,malignant,malignant
7,6,2,532,1,0,benign,benign
7,6,2,531,1,0,benign,benign
7,6,2,330,0.2,0.8,malignant,malignant
7,6,2,298,0.6,0.4,benign,benign
7,6,2,656,1,0,benign,benign
7,6,2,183,0,1,malignant,malignant
7,6,2,524,1,0,benign,benign
7,6,2,373,1,0,benign,benign
7,6,2,658,0,1,malignant,malignant
7,6,2,363,0.7,0.3,benign,benign
7,6,2,460,1,0,benign,benign
7,6,2,149,0,1,malignant,malignant
7,6,2,207,1,0,benign,benign
7,6,2,628,1,0,benign,benign
7,6,2,515,0,1,malignant,malignant
7,6,2,290,1,0,benign,benign
7,6,2,47,1,0,benign,benign
7,6,2,568,0.2,0.8,malignant,malignant
7,6,2,535,1,0,benign,benign
7,6,2,309,0.9,0.1,benign,benign
7,6,2,100,0.3,0.7,malignant,malignant
7,6,2,29,1,0,benign,benign
7,6,2,7,1,0,benign,benign
7,6,2,329,0.3,0.7,malignant,malignant
7,6,2,92,1,0,benign,benign
7,6,2,609,1,0,benign,benign
7,6,2,113,0.2,0.8,malignant,malignant
7,6,2,600,1,0,benign,benign
7,6,2,286,0,1,malignant,malignant
7,6,2,428,1,0,benign,benign
7,6,2,176,1,0,benign,benign
7,6,2,436,0.1,0.9,malignant,malignant
7,6,2,408,0.8,0.2,benign,benign
7,6,2,315,0.06063,0.93937,malignant,benign
7,6,2,565,0,1,malignant,malignant
7,6,2,202,1,0,benign,benign
7,6,2,430,1,0,benign,benign
7,6,2,289,0,1,malignant,malignant
7,6,2,439,1,0,benign,benign
7,6,2,245,0.9,0.1,benign,benign
7,6,2,167,0.1,0.9,malignant,malignant
7,6,2,459,1,0,benign,benign
7,6,2,687,1,0,benign,benign
7,6,2,581,0,1,malignant,malignant
7,6,2,484,1,0,benign,benign
7,6,2,48,1,0,benign,benign
7,6,2,270,0.1,0.9,malignant,malignant
7,6,2,665,1,0,benign,benign
7,6,2,638,1,0,benign,benign
7,6,2,356,0.5,0.5,benign,malignant
7,6,2,447,1,0,benign,benign
7,6,3,517,1,0,benign,benign
7,6,3,65,0.7,0.3,benign,malignant
7,6,3,657,0.6,0.4,benign,benign
7,6,3,551,1,0,benign,benign
7,6,3,54,0,1,malignant,malignant
7,6,3,554,1,0,benign,benign
7,6,3,72,0.5,0.5,benign,benign
7,6,3,279,0,1,malignant,malignant
7,6,3,446,1,0,benign,benign
7,6,3,544,1,0,benign,benign
7,6,3,591,0,1,malignant,malignant
7,6,3,576,1,0,benign,benign
7,6,3,388,1,0,benign,benign
7,6,3,262,0,1,malignant,malignant
7,6,3,278,1,0,benign,benign
7,6,3,4,0.9,0.1,benign,benign
7,6,3,293,0.2,0.8,malignant,malignant
7,6,3,424,1,0,benign,benign
7,6,3,229,0,1,malignant,malignant
7,6,3,532,1,0,benign,benign
7,6,3,531,1,0,benign,benign
7,6,3,330,0.1,0.9,malignant,malignant
7,6,3,298,0.9,0.1,benign,benign
7,6,3,656,1,0,benign,benign
7,6,3,183,0,1,malignant,malignant
7,6,3,524,1,0,benign,benign
7,6,3,373,1,0,benign,benign
7,6,3,658,0,1,malignant,malignant
7,6,3,363,0.63236,0.36764,benign,benign
7,6,3,460,1,0,benign,benign
7,6,3,149,0,1,malignant,malignant
7,6,3,207,1,0,benign,benign
7,6,3,628,1,0,benign,benign
7,6,3,515,0.1,0.9,malignant,malignant
7,6,3,290,1,0,benign,benign
7,6,3,47,1,0,benign,benign
7,6,3,568,0.3,0.7,malignant,malignant
7,6,3,535,1,0,benign,benign
7,6,3,309,0.8,0.2,benign,benign
7,6,3,100,0.1,0.9,malignant,malignant
7,6,3,29,1,0,benign,benign
7,6,3,7,1,0,benign,benign
7,6,3,329,0.1,0.9,malignant,malignant
7,6,3,92,1,0,benign,benign
7,6,3,609,1,0,benign,benign
7,6,3,113,0.1,0.9,malignant,malignant
7,6,3,600,1,0,benign,benign
7,6,3,286,0,1,malignant,malignant
7,6,3,428,1,0,benign,benign
7,6,3,176,1,0,benign,benign
7,6,3,436,0,1,malignant,malignant
7,6,3,408,1,0,benign,benign
7,6,3,315,0.1,0.9,malignant,benign
7,6,3,565,0,1,malignant,malignant
7,6,3,202,1,0,benign,benign
7,6,3,430,1,0,benign,benign
7,6,3,289,0,1,malignant,malignant
7,6,3,439,1,0,benign,benign
7,6,3,245,1,0,benign,benign
7,6,3,167,0.2,0.8,malignant,malignant
7,6,3,459,1,0,benign,benign
7,6,3,687,1,0,benign,benign
7,6,3,581,0,1,malignant,malignant
7,6,3,484,1,0,benign,benign
7,6,3,48,0.9,0.1,benign,benign
7,6,3,270,0,1,malignant,malignant
7,6,3,665,1,0,benign,benign
7,6,3,638,1,0,benign,benign
7,6,3,356,0.73236,0.26764,benign,malignant
7,6,3,447,1,0,benign,benign
7,6,4,517,1,0,benign,benign
7,6,4,65,0.5,0.5,benign,malignant
7,6,4,657,0.6,0.4,benign,benign
7,6,4,551,1,0,benign,benign
7,6,4,54,0.1,0.9,malignant,malignant
7,6,4,554,1,0,benign,benign
7,6,4,72,0.5,0.5,benign,benign
7,6,4,279,0,1,malignant,malignant
7,6,4,446,1,0,benign,benign
7,6,4,544,1,0,benign,benign
7,6,4,591,0,1,malignant,malignant
7,6,4,576,1,0,benign,benign
7,6,4,388,1,0,benign,benign
7,6,4,262,0,1,malignant,malignant
7,6,4,278,1,0,benign,benign
7,6,4,4,1,0,benign,benign
7,6,4,293,0.323394,0.676606,malignant,malignant
7,6,4,424,1,0,benign,benign
7,6,4,229,0,1,malignant,malignant
7,6,4,532,1,0,benign,benign
7,6,4,531,1,0,benign,benign
7,6,4,330,0.023394,0.976606,malignant,malignant
7,6,4,298,0.6,0.4,benign,benign
7,6,4,656,1,0,benign,benign
7,6,4,183,0,1,malignant,malignant
7,6,4,524,1,0,benign,benign
7,6,4,373,1,0,benign,benign
7,6,4,658,0,1,malignant,malignant
7,6,4,363,1,0,benign,benign
7,6,4,460,1,0,benign,benign
7,6,4,149,0,1,malignant,malignant
7,6,4,207,1,0,benign,benign
7,6,4,628,1,0,benign,benign
7,6,4,515,0,1,malignant,malignant
7,6,4,290,1,0,benign,benign
7,6,4,47,1,0,benign,benign
7,6,4,568,0.1,0.9,malignant,malignant
7,6,4,535,1,0,benign,benign
7,6,4,309,1,0,benign,benign
7,6,4,100,0,1,malignant,malignant
7,6,4,29,1,0,benign,benign
7,6,4,7,1,0,benign,benign
7,6,4,329,0,1,malignant,malignant
7,6,4,92,1,0,benign,benign
7,6,4,609,1,0,benign,benign
7,6,4,113,0,1,malignant,malignant
7,6,4,600,1,0,benign,benign
7,6,4,286,0.1,0.9,malignant,malignant
7,6,4,428,1,0,benign,benign
7,6,4,176,1,0,benign,benign
7,6,4,436,0.2,0.8,malignant,malignant
7,6,4,408,0.9,0.1,benign,benign
7,6,4,315,0.102874,0.897126,malignant,benign
7,6,4,565,0,1,malignant,malignant
7,6,4,202,1,0,benign,benign
7,6,4,430,1,0,benign,benign
7,6,4,289,0,1,malignant,malignant
7,6,4,439,1,0,benign,benign
7,6,4,245,1,0,benign,benign
7,6,4,167,0.1,0.9,malignant,malignant
7,6,4,459,1,0,benign,benign
7,6,4,687,1,0,benign,benign
7,6,4,581,0,1,malignant,malignant
7,6,4,484,1,0,benign,benign
7,6,4,48,1,0,benign,benign
7,6,4,270,0.1,0.9,malignant,malignant
7,6,4,665,1,0,benign,benign
7,6,4,638,1,0,benign,benign
7,6,4,356,0.4,0.6,malignant,malignant
7,6,4,447,1,0,benign,benign
7,6,5,517,1,0,benign,benign
7,6,5,65,0.5,0.5,benign,malignant
7,6,5,657,0.8,0.2,benign,benign
7,6,5,551,1,0,benign,benign
7,6,5,54,0,1,malignant,malignant
7,6,5,554,1,0,benign,benign
7,6,5,72,0.4,0.6,malignant,benign
7,6,5,279,0,1,malignant,malignant
7,6,5,446,1,0,benign,benign
7,6,5,544,1,0,benign,benign
7,6,5,591,0,1,malignant,malignant
7,6,5,576,1,0,benign,benign
7,6,5,388,1,0,benign,benign
7,6,5,262,0,1,malignant,malignant
7,6,5,278,1,0,benign,benign
7,6,5,4,1,0,benign,benign
7,6,5,293,0.2,0.8,malignant,malignant
7,6,5,424,1,0,benign,benign
7,6,5,229,0,1,malignant,malignant
7,6,5,532,1,0,benign,benign
7,6,5,531,1,0,benign,benign
7,6,5,330,0,1,malignant,malignant
7,6,5,298,0.9,0.1,benign,benign
7,6,5,656,1,0,benign,benign
7,6,5,183,0,1,malignant,malignant
7,6,5,524,1,0,benign,benign
7,6,5,373,1,0,benign,benign
7,6,5,658,0,1,malignant,malignant
7,6,5,363,0.5,0.5,benign,benign
7,6,5,460,1,0,benign,benign
7,6,5,149,0,1,malignant,malignant
7,6,5,207,1,0,benign,benign
7,6,5,628,1,0,benign,benign
7,6,5,515,0.2,0.8,malignant,malignant
7,6,5,290,1,0,benign,benign
7,6,5,47,1,0,benign,benign
7,6,5,568,0.136667,0.863333,malignant,malignant
7,6,5,535,1,0,benign,benign
7,6,5,309,1,0,benign,benign
7,6,5,100,0.1,0.9,malignant,malignant
7,6,5,29,1,0,benign,benign
7,6,5,7,1,0,benign,benign
7,6,5,329,0,1,malignant,malignant
7,6,5,92,1,0,benign,benign
7,6,5,609,1,0,benign,benign
7,6,5,113,0,1,malignant,malignant
7,6,5,600,1,0,benign,benign
7,6,5,286,0,1,malignant,malignant
7,6,5,428,1,0,benign,benign
7,6,5,176,1,0,benign,benign
7,6,5,436,0.4,0.6,malignant,malignant
7,6,5,408,0.9,0.1,benign,benign
7,6,5,315,0.051316,0.948684,malignant,benign
7,6,5,565,0,1,malignant,malignant
7,6,5,202,1,0,benign,benign
7,6,5,430,1,0,benign,benign
7,6,5,289,0.1,0.9,malignant,malignant
7,6,5,439,1,0,benign,benign
7,6,5,245,1,0,benign,benign
7,6,5,167,0.2,0.8,malignant,malignant
7,6,5,459,1,0,benign,benign
7,6,5,687,1,0,benign,benign
7,6,5,581,0,1,malignant,malignant
7,6,5,484,1,0,benign,benign
7,6,5,48,1,0,benign,benign
7,6,5,270,0.1,0.9,malignant,malignant
7,6,5,665,1,0,benign,benign
7,6,5,638,1,0,benign,benign
7,6,5,356,0.7,0.3,benign,malignant
7,6,5,447,1,0,benign,benign
7,6,6,517,1,0,benign,benign
7,6,6,65,0.3,0.7,malignant,malignant
7,6,6,657,0.5,0.5,benign,benign
7,6,6,551,1,0,benign,benign
7,6,6,54,0,1,malignant,malignant
7,6,6,554,1,0,benign,benign
7,6,6,72,0.7,0.3,benign,benign
7,6,6,279,0,1,malignant,malignant
7,6,6,446,1,0,benign,benign
7,6,6,544,1,0,benign,benign
7,6,6,591,0,1,malignant,malignant
7,6,6,576,1,0,benign,benign
7,6,6,388,1,0,benign,benign
7,6,6,262,0,1,malignant,malignant
7,6,6,278,1,0,benign,benign
7,6,6,4,1,0,benign,benign
7,6,6,293,0.2,0.8,malignant,malignant
7,6,6,424,1,0,benign,benign
7,6,6,229,0,1,malignant,malignant
7,6,6,532,1,0,benign,benign
7,6,6,531,1,0,benign,benign
7,6,6,330,0.1,0.9,malignant,malignant
7,6,6,298,0.5,0.5,benign,benign
7,6,6,656,1,0,benign,benign
7,6,6,183,0,1,malignant,malignant
7,6,6,524,1,0,benign,benign
7,6,6,373,1,0,benign,benign
7,6,6,658,0,1,malignant,malignant
7,6,6,363,0.6,0.4,benign,benign
7,6,6,460,1,0,benign,benign
7,6,6,149,0.1,0.9,malignant,malignant
7,6,6,207,1,0,benign,benign
7,6,6,628,1,0,benign,benign
7,6,6,515,0,1,malignant,malignant
7,6,6,290,1,0,benign,benign
7,6,6,47,1,0,benign,benign
7,6,6,568,0.4,0.6,malignant,malignant
7,6,6,535,1,0,benign,benign
7,6,6,309,0.9,0.1,benign,benign
7,6,6,100,0.3,0.7,malignant,malignant
7,6,6,29,1,0,benign,benign
7,6,6,7,1,0,benign,benign
7,6,6,329,0.1,0.9,malignant,malignant
7,6,6,92,1,0,benign,benign
7,6,6,609,1,0,benign,benign
7,6,6,113,0,1,malignant,malignant
7,6,6,600,1,0,benign,benign
7,6,6,286,0,1,malignant,malignant
7,6,6,428,1,0,benign,benign
7,6,6,176,1,0,benign,benign
7,6,6,436,0.4,0.6,malignant,malignant
7,6,6,408,0.9,0.1,benign,benign
7,6,6,315,0,1,malignant,benign
7,6,6,565,0,1,malignant,malignant
7,6,6,202,1,0,benign,benign
7,6,6,430,1,0,benign,benign
7,6,6,289,0,1,malignant,malignant
7,6,6,439,1,0,benign,benign
7,6,6,245,1,0,benign,benign
7,6,6,167,0.2,0.8,malignant,malignant
7,6,6,459,1,0,benign,benign
7,6,6,687,1,0,benign,benign
7,6,6,581,0,1,malignant,malignant
7,6,6,484,1,0,benign,benign
7,6,6,48,1,0,benign,benign
7,6,6,270,0.2,0.8,malignant,malignant
7,6,6,665,1,0,benign,benign
7,6,6,638,1,0,benign,benign
7,6,6,356,0.3,0.7,malignant,malignant
7,6,6,447,1,0,benign,benign
7,6,7,517,1,0,benign,benign
7,6,7,65,0.2,0.8,malignant,malignant
7,6,7,657,0.6,0.4,benign,benign
7,6,7,551,1,0,benign,benign
7,6,7,54,0,1,malignant,malignant
7,6,7,554,1,0,benign,benign
7,6,7,72,0.8,0.2,benign,benign
7,6,7,279,0,1,malignant,malignant
7,6,7,446,1,0,benign,benign
7,6,7,544,1,0,benign,benign
7,6,7,591,0,1,malignant,malignant
7,6,7,576,1,0,benign,benign
7,6,7,388,1,0,benign,benign
7,6,7,262,0,1,malignant,malignant
7,6,7,278,1,0,benign,benign
7,6,7,4,1,0,benign,benign
7,6,7,293,0,1,malignant,malignant
7,6,7,424,1,0,benign,benign
7,6,7,229,0,1,malignant,malignant
7,6,7,532,1,0,benign,benign
7,6,7,531,1,0,benign,benign
7,6,7,330,0,1,malignant,malignant
7,6,7,298,0.9,0.1,benign,benign
7,6,7,656,1,0,benign,benign
7,6,7,183,0,1,malignant,malignant
7,6,7,524,1,0,benign,benign
7,6,7,373,1,0,benign,benign
7,6,7,658,0,1,malignant,malignant
7,6,7,363,0.45,0.55,malignant,benign
7,6,7,460,1,0,benign,benign
7,6,7,149,0,1,malignant,malignant
7,6,7,207,1,0,benign,benign
7,6,7,628,1,0,benign,benign
7,6,7,515,0,1,malignant,malignant
7,6,7,290,1,0,benign,benign
7,6,7,47,1,0,benign,benign
7,6,7,568,0.2,0.8,malignant,malignant
7,6,7,535,1,0,benign,benign
7,6,7,309,0.7,0.3,benign,benign
7,6,7,100,0,1,malignant,malignant
7,6,7,29,1,0,benign,benign
7,6,7,7,1,0,benign,benign
7,6,7,329,0,1,malignant,malignant
7,6,7,92,1,0,benign,benign
7,6,7,609,1,0,benign,benign
7,6,7,113,0,1,malignant,malignant
7,6,7,600,1,0,benign,benign
7,6,7,286,0,1,malignant,malignant
7,6,7,428,1,0,benign,benign
7,6,7,176,1,0,benign,benign
7,6,7,436,0,1,malignant,malignant
7,6,7,408,1,0,benign,benign
7,6,7,315,0.007877,0.992123,malignant,benign
7,6,7,565,0,1,malignant,malignant
7,6,7,202,1,0,benign,benign
7,6,7,430,1,0,benign,benign
7,6,7,289,0,1,malignant,malignant
7,6,7,439,1,0,benign,benign
7,6,7,245,1,0,benign,benign
7,6,7,167,0.2,0.8,malignant,malignant
7,6,7,459,1,0,benign,benign
7,6,7,687,1,0,benign,benign
7,6,7,581,0,1,malignant,malignant
7,6,7,484,1,0,benign,benign
7,6,7,48,1,0,benign,benign
7,6,7,270,0,1,malignant,malignant
7,6,7,665,1,0,benign,benign
7,6,7,638,1,0,benign,benign
7,6,7,356,0.7,0.3,benign,malignant
7,6,7,447,1,0,benign,benign
7,7,0,434,0,1,malignant,benign
7,7,0,302,0,1,malignant,malignant
7,7,0,220,1,0,benign,benign
7,7,0,655,1,0,benign,benign
7,7,0,200,0,1,malignant,malignant
7,7,0,477,1,0,benign,benign
7,7,0,174,0,1,malignant,malignant
7,7,0,119,1,0,benign,benign
7,7,0,134,1,0,benign,benign
7,7,0,132,0.3,0.7,malignant,malignant
7,7,0,417,1,0,benign,benign
7,7,0,88,1,0,benign,benign
7,7,0,14,0,1,malignant,malignant
7,7,0,79,1,0,benign,benign
7,7,0,618,1,0,benign,benign
7,7,0,299,0.4,0.6,malignant,malignant
7,7,0,321,1,0,benign,benign
7,7,0,690,0.9,0.1,benign,benign
7,7,0,466,0.1,0.9,malignant,malignant
7,7,0,31,1,0,benign,benign
7,7,0,125,1,0,benign,benign
7,7,0,605,0.1,0.9,malignant,malignant
7,7,0,541,1,0,benign,benign
7,7,0,607,1,0,benign,benign
7,7,0,482,0,1,malignant,malignant
7,7,0,561,1,0,benign,benign
7,7,0,686,1,0,benign,benign
7,7,0,38,0.3,0.7,malignant,malignant
7,7,0,454,1,0,benign,benign
7,7,0,495,1,0,benign,benign
7,7,0,669,0,1,malignant,malignant
7,7,0,327,1,0,benign,benign
7,7,0,461,1,0,benign,benign
7,7,0,273,0.6,0.4,benign,malignant
7,7,0,181,1,0,benign,benign
7,7,0,333,0.3,0.7,malignant,malignant
7,7,0,537,1,0,benign,benign
7,7,0,528,0.9,0.1,benign,benign
7,7,0,18,0.2,0.8,malignant,malignant
7,7,0,499,1,0,benign,benign
7,7,0,599,1,0,benign,benign
7,7,0,264,0,1,malignant,malignant
7,7,0,10,1,0,benign,benign
7,7,0,397,1,0,benign,benign
7,7,0,253,0.1,0.9,malignant,malignant
7,7,0,212,1,0,benign,benign
7,7,0,572,1,0,benign,benign
7,7,0,334,0.3,0.7,malignant,malignant
7,7,0,407,1,0,benign,benign
7,7,0,552,0.4,0.6,malignant,benign
7,7,0,681,0,1,malignant,malignant
7,7,0,577,1,0,benign,benign
7,7,0,562,1,0,benign,benign
7,7,0,391,0,1,malignant,malignant
7,7,0,209,1,0,benign,benign
7,7,0,509,1,0,benign,benign
7,7,0,122,0.1,0.9,malignant,malignant
7,7,0,182,0.8,0.2,benign,benign
7,7,0,694,1,0,benign,benign
7,7,0,626,0,1,malignant,malignant
7,7,0,411,1,0,benign,benign
7,7,0,598,1,0,benign,benign
7,7,0,36,0.1,0.9,malignant,malignant
7,7,0,116,0.6,0.4,benign,benign
7,7,0,186,0.1,0.9,malignant,malignant
7,7,0,553,1,0,benign,benign
7,7,0,287,1,0,benign,benign
7,7,0,288,0.5,0.5,benign,malignant
7,7,0,662,1,0,benign,benign
7,7,0,189,1,0,benign,benign
7,7,1,434,0,1,malignant,benign
7,7,1,302,0,1,malignant,malignant
7,7,1,220,1,0,benign,benign
7,7,1,655,1,0,benign,benign
7,7,1,200,0,1,malignant,malignant
7,7,1,477,1,0,benign,benign
7,7,1,174,0.1,0.9,malignant,malignant
7,7,1,119,1,0,benign,benign
7,7,1,134,1,0,benign,benign
7,7,1,132,0.2,0.8,malignant,malignant
7,7,1,417,1,0,benign,benign
7,7,1,88,1,0,benign,benign
7,7,1,14,0,1,malignant,malignant
7,7,1,79,1,0,benign,benign
7,7,1,618,1,0,benign,benign
7,7,1,299,0.4,0.6,malignant,malignant
7,7,1,321,0.978667,0.021333,benign,benign
7,7,1,690,1,0,benign,benign
7,7,1,466,0,1,malignant,malignant
7,7,1,31,1,0,benign,benign
7,7,1,125,1,0,benign,benign
7,7,1,605,0,1,malignant,malignant
7,7,1,541,1,0,benign,benign
7,7,1,607,1,0,benign,benign
7,7,1,482,0,1,malignant,malignant
7,7,1,561,1,0,benign,benign
7,7,1,686,1,0,benign,benign
7,7,1,38,0.2,0.8,malignant,malignant
7,7,1,454,0.9,0.1,benign,benign
7,7,1,495,1,0,benign,benign
7,7,1,669,0,1,malignant,malignant
7,7,1,327,1,0,benign,benign
7,7,1,461,0.9,0.1,benign,benign
7,7,1,273,0.4,0.6,malignant,malignant
7,7,1,181,1,0,benign,benign
7,7,1,333,0,1,malignant,malignant
7,7,1,537,1,0,benign,benign
7,7,1,528,0.9,0.1,benign,benign
7,7,1,18,0.1,0.9,malignant,malignant
7,7,1,499,1,0,benign,benign
7,7,1,599,0.8,0.2,benign,benign
7,7,1,264,0,1,malignant,malignant
7,7,1,10,1,0,benign,benign
7,7,1,397,1,0,benign,benign
7,7,1,253,0,1,malignant,malignant
7,7,1,212,1,0,benign,benign
7,7,1,572,1,0,benign,benign
7,7,1,334,0.1,0.9,malignant,malignant
7,7,1,407,1,0,benign,benign
7,7,1,552,0.7,0.3,benign,benign
7,7,1,681,0,1,malignant,malignant
7,7,1,577,1,0,benign,benign
7,7,1,562,1,0,benign,benign
7,7,1,391,0,1,malignant,malignant
7,7,1,209,1,0,benign,benign
7,7,1,509,1,0,benign,benign
7,7,1,122,0,1,malignant,malignant
7,7,1,182,0.7,0.3,benign,benign
7,7,1,694,1,0,benign,benign
7,7,1,626,0,1,malignant,malignant
7,7,1,411,0.978667,0.021333,benign,benign
7,7,1,598,1,0,benign,benign
7,7,1,36,0.2,0.8,malignant,malignant
7,7,1,116,0.5,0.5,benign,benign
7,7,1,186,0,1,malignant,malignant
7,7,1,553,0.7,0.3,benign,benign
7,7,1,287,1,0,benign,benign
7,7,1,288,0.7,0.3,benign,malignant
7,7,1,662,1,0,benign,benign
7,7,1,189,0.7,0.3,benign,benign
7,7,2,434,0.2,0.8,malignant,benign
7,7,2,302,0,1,malignant,malignant
7,7,2,220,1,0,benign,benign
7,7,2,655,1,0,benign,benign
7,7,2,200,0,1,malignant,malignant
7,7,2,477,1,0,benign,benign
7,7,2,174,0.2,0.8,malignant,malignant
7,7,2,119,1,0,benign,benign
7,7,2,134,1,0,benign,benign
7,7,2,132,0.1,0.9,malignant,malignant
7,7,2,417,1,0,benign,benign
7,7,2,88,1,0,benign,benign
7,7,2,14,0,1,malignant,malignant
7,7,2,79,1,0,benign,benign
7,7,2,618,1,0,benign,benign
7,7,2,299,0.2,0.8,malignant,malignant
7,7,2,321,1,0,benign,benign
7,7,2,690,1,0,benign,benign
7,7,2,466,0,1,malignant,malignant
7,7,2,31,1,0,benign,benign
7,7,2,125,1,0,benign,benign
7,7,2,605,0,1,malignant,malignant
7,7,2,541,1,0,benign,benign
7,7,2,607,1,0,benign,benign
7,7,2,482,0,1,malignant,malignant
7,7,2,561,1,0,benign,benign
7,7,2,686,1,0,benign,benign
7,7,2,38,0.3,0.7,malignant,malignant
7,7,2,454,1,0,benign,benign
7,7,2,495,1,0,benign,benign
7,7,2,669,0,1,malignant,malignant
7,7,2,327,1,0,benign,benign
7,7,2,461,1,0,benign,benign
7,7,2,273,0.5,0.5,benign,malignant
7,7,2,181,1,0,benign,benign
7,7,2,333,0.2,0.8,malignant,malignant
7,7,2,537,1,0,benign,benign
7,7,2,528,1,0,benign,benign
7,7,2,18,0.1,0.9,malignant,malignant
7,7,2,499,1,0,benign,benign
7,7,2,599,0.8,0.2,benign,benign
7,7,2,264,0,1,malignant,malignant
7,7,2,10,1,0,benign,benign
7,7,2,397,1,0,benign,benign
7,7,2,253,0,1,malignant,malignant
7,7,2,212,1,0,benign,benign
7,7,2,572,1,0,benign,benign
7,7,2,334,0,1,malignant,malignant
7,7,2,407,1,0,benign,benign
7,7,2,552,0.9,0.1,benign,benign
7,7,2,681,0,1,malignant,malignant
7,7,2,577,1,0,benign,benign
7,7,2,562,1,0,benign,benign
7,7,2,391,0,1,malignant,malignant
7,7,2,209,1,0,benign,benign
7,7,2,509,1,0,benign,benign
7,7,2,122,0,1,malignant,malignant
7,7,2,182,0.9,0.1,benign,benign
7,7,2,694,1,0,benign,benign
7,7,2,626,0,1,malignant,malignant
7,7,2,411,1,0,benign,benign
7,7,2,598,1,0,benign,benign
7,7,2,36,0.1,0.9,malignant,malignant
7,7,2,116,0.3,0.7,malignant,benign
7,7,2,186,0,1,malignant,malignant
7,7,2,553,0.9,0.1,benign,benign
7,7,2,287,1,0,benign,benign
7,7,2,288,0.8,0.2,benign,malignant
7,7,2,662,1,0,benign,benign
7,7,2,189,0.8,0.2,benign,benign
7,7,3,434,0.2,0.8,malignant,benign
7,7,3,302,0,1,malignant,malignant
7,7,3,220,1,0,benign,benign
7,7,3,655,1,0,benign,benign
7,7,3,200,0,1,malignant,malignant
7,7,3,477,1,0,benign,benign
7,7,3,174,0.1,0.9,malignant,malignant
7,7,3,119,1,0,benign,benign
7,7,3,134,1,0,benign,benign
7,7,3,132,0,1,malignant,malignant
7,7,3,417,1,0,benign,benign
7,7,3,88,1,0,benign,benign
7,7,3,14,0,1,malignant,malignant
7,7,3,79,1,0,benign,benign
7,7,3,618,1,0,benign,benign
7,7,3,299,0.5,0.5,benign,malignant
7,7,3,321,0.995955,0.004045,benign,benign
7,7,3,690,1,0,benign,benign
7,7,3,466,0,1,malignant,malignant
7,7,3,31,1,0,benign,benign
7,7,3,125,1,0,benign,benign
7,7,3,605,0,1,malignant,malignant
7,7,3,541,1,0,benign,benign
7,7,3,607,1,0,benign,benign
7,7,3,482,0,1,malignant,malignant
7,7,3,561,1,0,benign,benign
7,7,3,686,1,0,benign,benign
7,7,3,38,0.2,0.8,malignant,malignant
7,7,3,454,1,0,benign,benign
7,7,3,495,1,0,benign,benign
7,7,3,669,0,1,malignant,malignant
7,7,3,327,1,0,benign,benign
7,7,3,461,1,0,benign,benign
7,7,3,273,0.4,0.6,malignant,malignant
7,7,3,181,1,0,benign,benign
7,7,3,333,0.1,0.9,malignant,malignant
7,7,3,537,1,0,benign,benign
7,7,3,528,1,0,benign,benign
7,7,3,18,0,1,malignant,malignant
7,7,3,499,1,0,benign,benign
7,7,3,599,0.8,0.2,benign,benign
7,7,3,264,0,1,malignant,malignant
7,7,3,10,1,0,benign,benign
7,7,3,397,1,0,benign,benign
7,7,3,253,0.1,0.9,malignant,malignant
7,7,3,212,1,0,benign,benign
7,7,3,572,1,0,benign,benign
7,7,3,334,0,1,malignant,malignant
7,7,3,407,1,0,benign,benign
7,7,3,552,1,0,benign,benign
7,7,3,681,0,1,malignant,malignant
7,7,3,577,1,0,benign,benign
7,7,3,562,1,0,benign,benign
7,7,3,391,0,1,malignant,malignant
7,7,3,209,1,0,benign,benign
7,7,3,509,1,0,benign,benign
7,7,3,122,0,1,malignant,malignant
7,7,3,182,1,0,benign,benign
7,7,3,694,1,0,benign,benign
7,7,3,626,0,1,malignant,malignant
7,7,3,411,0.995955,0.004045,benign,benign
7,7,3,598,1,0,benign,benign
7,7,3,36,0,1,malignant,malignant
7,7,3,116,0.4,0.6,malignant,benign
7,7,3,186,0,1,malignant,malignant
7,7,3,553,1,0,benign,benign
7,7,3,287,1,0,benign,benign
7,7,3,288,0.5,0.5,benign,malignant
7,7,3,662,1,0,benign,benign
7,7,3,189,0.9,0.1,benign,benign
7,7,4,434,0.3,0.7,malignant,benign
7,7,4,302,0,1,malignant,malignant
7,7,4,220,1,0,benign,benign
7,7,4,655,1,0,benign,benign
7,7,4,200,0.1,0.9,malignant,malignant
7,7,4,477,1,0,benign,benign
7,7,4,174,0,1,malignant,malignant
7,7,4,119,1,0,benign,benign
7,7,4,134,1,0,benign,benign
7,7,4,132,0.1,0.9,malignant,malignant
7,7,4,417,1,0,benign,benign
7,7,4,88,1,0,benign,benign
7,7,4,14,0,1,malignant,malignant
7,7,4,79,1,0,benign,benign
7,7,4,618,1,0,benign,benign
7,7,4,299,0.7,0.3,benign,malignant
7,7,4,321,1,0,benign,benign
7,7,4,690,1,0,benign,benign
7,7,4,466,0,1,malignant,malignant
7,7,4,31,1,0,benign,benign
7,7,4,125,1,0,benign,benign
7,7,4,605,0,1,malignant,malignant
7,7,4,541,1,0,benign,benign
7,7,4,607,1,0,benign,benign
7,7,4,482,0,1,malignant,malignant
7,7,4,561,1,0,benign,benign
7,7,4,686,1,0,benign,benign
7,7,4,38,0.223394,0.776606,malignant,malignant
7,7,4,454,1,0,benign,benign
7,7,4,495,1,0,benign,benign
7,7,4,669,0,1,malignant,malignant
7,7,4,327,1,0,benign,benign
7,7,4,461,1,0,benign,benign
7,7,4,273,0.3,0.7,malignant,malignant
7,7,4,181,1,0,benign,benign
7,7,4,333,0.2,0.8,malignant,malignant
7,7,4,537,1,0,benign,benign
7,7,4,528,0.9,0.1,benign,benign
7,7,4,18,0,1,malignant,malignant
7,7,4,499,1,0,benign,benign
7,7,4,599,0.8,0.2,benign,benign
7,7,4,264,0,1,malignant,malignant
7,7,4,10,1,0,benign,benign
7,7,4,397,1,0,benign,benign
7,7,4,253,0,1,malignant,malignant
7,7,4,212,1,0,benign,benign
7,7,4,572,1,0,benign,benign
7,7,4,334,0,1,malignant,malignant
7,7,4,407,1,0,benign,benign
7,7,4,552,0.9,0.1,benign,benign
7,7,4,681,0,1,malignant,malignant
7,7,4,577,1,0,benign,benign
7,7,4,562,1,0,benign,benign
7,7,4,391,0,1,malignant,malignant
7,7,4,209,1,0,benign,benign
7,7,4,509,1,0,benign,benign
7,7,4,122,0,1,malignant,malignant
7,7,4,182,1,0,benign,benign
7,7,4,694,1,0,benign,benign
7,7,4,626,0.1,0.9,malignant,malignant
7,7,4,411,1,0,benign,benign
7,7,4,598,1,0,benign,benign
7,7,4,36,0,1,malignant,malignant
7,7,4,116,0.2,0.8,malignant,benign
7,7,4,186,0,1,malignant,malignant
7,7,4,553,0.8,0.2,benign,benign
7,7,4,287,1,0,benign,benign
7,7,4,288,0.7,0.3,benign,malignant
7,7,4,662,1,0,benign,benign
7,7,4,189,0.8,0.2,benign,benign
7,7,5,434,0,1,malignant,benign
7,7,5,302,0,1,malignant,malignant
7,7,5,220,1,0,benign,benign
7,7,5,655,1,0,benign,benign
7,7,5,200,0,1,malignant,malignant
7,7,5,477,1,0,benign,benign
7,7,5,174,0,1,malignant,malignant
7,7,5,119,1,0,benign,benign
7,7,5,134,1,0,benign,benign
7,7,5,132,0.2,0.8,malignant,malignant
7,7,5,417,1,0,benign,benign
7,7,5,88,1,0,benign,benign
7,7,5,14,0,1,malignant,malignant
7,7,5,79,1,0,benign,benign
7,7,5,618,1,0,benign,benign
7,7,5,299,0.5,0.5,benign,malignant
7,7,5,321,0.997973,0.002027,benign,benign
7,7,5,690,1,0,benign,benign
7,7,5,466,0,1,malignant,malignant
7,7,5,31,1,0,benign,benign
7,7,5,125,1,0,benign,benign
7,7,5,605,0,1,malignant,malignant
7,7,5,541,1,0,benign,benign
7,7,5,607,1,0,benign,benign
7,7,5,482,0,1,malignant,malignant
7,7,5,561,1,0,benign,benign
7,7,5,686,1,0,benign,benign
7,7,5,38,0,1,malignant,malignant
7,7,5,454,1,0,benign,benign
7,7,5,495,1,0,benign,benign
7,7,5,669,0,1,malignant,malignant
7,7,5,327,1,0,benign,benign
7,7,5,461,1,0,benign,benign
7,7,5,273,0.336667,0.663333,malignant,malignant
7,7,5,181,1,0,benign,benign
7,7,5,333,0,1,malignant,malignant
7,7,5,537,1,0,benign,benign
7,7,5,528,1,0,benign,benign
7,7,5,18,0,1,malignant,malignant
7,7,5,499,1,0,benign,benign
7,7,5,599,0.9,0.1,benign,benign
7,7,5,264,0,1,malignant,malignant
7,7,5,10,1,0,benign,benign
7,7,5,397,1,0,benign,benign
7,7,5,253,0,1,malignant,malignant
7,7,5,212,1,0,benign,benign
7,7,5,572,1,0,benign,benign
7,7,5,334,0,1,malignant,malignant
7,7,5,407,1,0,benign,benign
7,7,5,552,0.8,0.2,benign,benign
7,7,5,681,0,1,malignant,malignant
7,7,5,577,1,0,benign,benign
7,7,5,562,1,0,benign,benign
7,7,5,391,0,1,malignant,malignant
7,7,5,209,1,0,benign,benign
7,7,5,509,1,0,benign,benign
7,7,5,122,0,1,malignant,malignant
7,7,5,182,1,0,benign,benign
7,7,5,694,1,0,benign,benign
7,7,5,626,0,1,malignant,malignant
7,7,5,411,1,0,benign,benign
7,7,5,598,1,0,benign,benign
7,7,5,36,0,1,malignant,malignant
7,7,5,116,0.4,0.6,malignant,benign
7,7,5,186,0,1,malignant,malignant
7,7,5,553,0.9,0.1,benign,benign
7,7,5,287,1,0,benign,benign
7,7,5,288,0.6,0.4,benign,malignant
7,7,5,662,1,0,benign,benign
7,7,5,189,0.8,0.2,benign,benign
7,7,6,434,0,1,malignant,benign
7,7,6,302,0,1,malignant,malignant
7,7,6,220,1,0,benign,benign
7,7,6,655,1,0,benign,benign
7,7,6,200,0,1,malignant,malignant
7,7,6,477,1,0,benign,benign
7,7,6,174,0,1,malignant,malignant
7,7,6,119,1,0,benign,benign
7,7,6,134,1,0,benign,benign
7,7,6,132,0.1,0.9,malignant,malignant
7,7,6,417,1,0,benign,benign
7,7,6,88,1,0,benign,benign
7,7,6,14,0.1,0.9,malignant,malignant
7,7,6,79,1,0,benign,benign
7,7,6,618,1,0,benign,benign
7,7,6,299,0.3,0.7,malignant,malignant
7,7,6,321,1,0,benign,benign
7,7,6,690,1,0,benign,benign
7,7,6,466,0,1,malignant,malignant
7,7,6,31,1,0,benign,benign
7,7,6,125,1,0,benign,benign
7,7,6,605,0,1,malignant,malignant
7,7,6,541,1,0,benign,benign
7,7,6,607,1,0,benign,benign
7,7,6,482,0,1,malignant,malignant
7,7,6,561,1,0,benign,benign
7,7,6,686,1,0,benign,benign
7,7,6,38,0.2,0.8,malignant,malignant
7,7,6,454,0.9,0.1,benign,benign
7,7,6,495,1,0,benign,benign
7,7,6,669,0,1,malignant,malignant
7,7,6,327,1,0,benign,benign
7,7,6,461,1,0,benign,benign
7,7,6,273,0.3,0.7,malignant,malignant
7,7,6,181,1,0,benign,benign
7,7,6,333,0.1,0.9,malignant,malignant
7,7,6,537,1,0,benign,benign
7,7,6,528,1,0,benign,benign
7,7,6,18,0,1,malignant,malignant
7,7,6,499,1,0,benign,benign
7,7,6,599,1,0,benign,benign
7,7,6,264,0,1,malignant,malignant
7,7,6,10,1,0,benign,benign
7,7,6,397,1,0,benign,benign
7,7,6,253,0,1,malignant,malignant
7,7,6,212,1,0,benign,benign
7,7,6,572,1,0,benign,benign
7,7,6,334,0,1,malignant,malignant
7,7,6,407,1,0,benign,benign
7,7,6,552,0.9,0.1,benign,benign
7,7,6,681,0,1,malignant,malignant
7,7,6,577,1,0,benign,benign
7,7,6,562,1,0,benign,benign
7,7,6,391,0,1,malignant,malignant
7,7,6,209,1,0,benign,benign
7,7,6,509,1,0,benign,benign
7,7,6,122,0,1,malignant,malignant
7,7,6,182,1,0,benign,benign
7,7,6,694,1,0,benign,benign
7,7,6,626,0.2,0.8,malignant,malignant
7,7,6,411,0.993919,0.006081,benign,benign
7,7,6,598,1,0,benign,benign
7,7,6,36,0,1,malignant,malignant
7,7,6,116,0.8,0.2,benign,benign
7,7,6,186,0,1,malignant,malignant
7,7,6,553,0.6,0.4,benign,benign
7,7,6,287,1,0,benign,benign
7,7,6,288,0.4,0.6,malignant,malignant
7,7,6,662,1,0,benign,benign
7,7,6,189,1,0,benign,benign
7,7,7,434,0,1,malignant,benign
7,7,7,302,0,1,malignant,malignant
7,7,7,220,1,0,benign,benign
7,7,7,655,1,0,benign,benign
7,7,7,200,0,1,malignant,malignant
7,7,7,477,1,0,benign,benign
7,7,7,174,0,1,malignant,malignant
7,7,7,119,1,0,benign,benign
7,7,7,134,1,0,benign,benign
7,7,7,132,0,1,malignant,malignant
7,7,7,417,1,0,benign,benign
7,7,7,88,1,0,benign,benign
7,7,7,14,0.1,0.9,malignant,malignant
7,7,7,79,1,0,benign,benign
7,7,7,618,1,0,benign,benign
7,7,7,299,0.2,0.8,malignant,malignant
7,7,7,321,1,0,benign,benign
7,7,7,690,1,0,benign,benign
7,7,7,466,0,1,malignant,malignant
7,7,7,31,1,0,benign,benign
7,7,7,125,1,0,benign,benign
7,7,7,605,0,1,malignant,malignant
7,7,7,541,1,0,benign,benign
7,7,7,607,1,0,benign,benign
7,7,7,482,0,1,malignant,malignant
7,7,7,561,1,0,benign,benign
7,7,7,686,1,0,benign,benign
7,7,7,38,0.2,0.8,malignant,malignant
7,7,7,454,1,0,benign,benign
7,7,7,495,1,0,benign,benign
7,7,7,669,0,1,malignant,malignant
7,7,7,327,1,0,benign,benign
7,7,7,461,1,0,benign,benign
7,7,7,273,0.4,0.6,malignant,malignant
7,7,7,181,1,0,benign,benign
7,7,7,333,0,1,malignant,malignant
7,7,7,537,1,0,benign,benign
7,7,7,528,1,0,benign,benign
7,7,7,18,0,1,malignant,malignant
7,7,7,499,1,0,benign,benign
7,7,7,599,1,0,benign,benign
7,7,7,264,0,1,malignant,malignant
7,7,7,10,1,0,benign,benign
7,7,7,397,1,0,benign,benign
7,7,7,253,0,1,malignant,malignant
7,7,7,212,1,0,benign,benign
7,7,7,572,1,0,benign,benign
7,7,7,334,0,1,malignant,malignant
7,7,7,407,1,0,benign,benign
7,7,7,552,1,0,benign,benign
7,7,7,681,0,1,malignant,malignant
7,7,7,577,1,0,benign,benign
7,7,7,562,1,0,benign,benign
7,7,7,391,0,1,malignant,malignant
7,7,7,209,1,0,benign,benign
7,7,7,509,1,0,benign,benign
7,7,7,122,0,1,malignant,malignant
7,7,7,182,1,0,benign,benign
7,7,7,694,1,0,benign,benign
7,7,7,626,0.2,0.8,malignant,malignant
7,7,7,411,0.997151,0.002849,benign,benign
7,7,7,598,1,0,benign,benign
7,7,7,36,0,1,malignant,malignant
7,7,7,116,0.666667,0.333333,benign,benign
7,7,7,186,0,1,malignant,malignant
7,7,7,553,0.5,0.5,benign,benign
7,7,7,287,1,0,benign,benign
7,7,7,288,0.625213,0.374787,benign,malignant
7,7,7,662,1,0,benign,benign
7,7,7,189,0.985465,0.014535,benign,benign
7,8,0,670,0,1,malignant,malignant
7,8,0,621,0.1,0.9,malignant,benign
7,8,0,647,0.9,0.1,benign,benign
7,8,0,57,0.5,0.5,benign,malignant
7,8,0,585,1,0,benign,benign
7,8,0,623,1,0,benign,benign
7,8,0,222,0.9,0.1,benign,malignant
7,8,0,685,1,0,benign,benign
7,8,0,306,1,0,benign,benign
7,8,0,239,0.3,0.7,malignant,malignant
7,8,0,563,1,0,benign,benign
7,8,0,143,1,0,benign,benign
7,8,0,582,0.1,0.9,malignant,malignant
7,8,0,556,1,0,benign,benign
7,8,0,307,1,0,benign,benign
7,8,0,84,0.1,0.9,malignant,malignant
7,8,0,674,1,0,benign,benign
7,8,0,629,1,0,benign,benign
7,8,0,214,0,1,malignant,malignant
7,8,0,28,1,0,benign,benign
7,8,0,369,1,0,benign,benign
7,8,0,221,0.4,0.6,malignant,malignant
7,8,0,256,1,0,benign,benign
7,8,0,55,0.3,0.7,malignant,malignant
7,8,0,560,1,0,benign,benign
7,8,0,422,1,0,benign,benign
7,8,0,112,0.2,0.8,malignant,malignant
7,8,0,148,0.3,0.7,malignant,benign
7,8,0,625,0.9,0.1,benign,benign
7,8,0,215,0,1,malignant,malignant
7,8,0,622,0.5,0.5,benign,benign
7,8,0,387,1,0,benign,benign
7,8,0,283,0.2,0.8,malignant,malignant
7,8,0,617,1,0,benign,benign
7,8,0,241,0.9,0.1,benign,benign
7,8,0,85,0.1,0.9,malignant,malignant
7,8,0,564,1,0,benign,benign
7,8,0,110,0.3,0.7,malignant,benign
7,8,0,187,0,1,malignant,malignant
7,8,0,343,1,0,benign,benign
7,8,0,26,1,0,benign,benign
7,8,0,549,0.2,0.8,malignant,malignant
7,8,0,664,0.9,0.1,benign,benign
7,8,0,415,0.9,0.1,benign,benign
7,8,0,201,0,1,malignant,malignant
7,8,0,395,1,0,benign,benign
7,8,0,199,1,0,benign,benign
7,8,0,456,0,1,malignant,malignant
7,8,0,409,1,0,benign,benign
7,8,0,444,0.9,0.1,benign,benign
7,8,0,5,0,1,malignant,malignant
7,8,0,70,1,0,benign,benign
7,8,0,58,0.2,0.8,malignant,malignant
7,8,0,518,1,0,benign,benign
7,8,0,319,0.2,0.8,malignant,benign
7,8,0,223,0,1,malignant,malignant
7,8,0,234,1,0,benign,benign
7,8,0,0,1,0,benign,benign
7,8,0,491,0,1,malignant,malignant
7,8,0,269,1,0,benign,benign
7,8,0,429,1,0,benign,benign
7,8,0,23,0.304545,0.695455,malignant,malignant
7,8,0,511,1,0,benign,benign
7,8,0,652,1,0,benign,benign
7,8,0,173,0,1,malignant,malignant
7,8,0,432,1,0,benign,benign
7,8,0,11,1,0,benign,benign
7,8,0,483,0,1,malignant,malignant
7,8,0,508,1,0,benign,benign
7,8,0,559,1,0,benign,benign
7,8,1,670,0,1,malignant,malignant
7,8,1,621,0.4,0.6,malignant,benign
7,8,1,647,1,0,benign,benign
7,8,1,57,0.4,0.6,malignant,malignant
7,8,1,585,1,0,benign,benign
7,8,1,623,1,0,benign,benign
7,8,1,222,0.8,0.2,benign,malignant
7,8,1,685,1,0,benign,benign
7,8,1,306,1,0,benign,benign
7,8,1,239,0.2,0.8,malignant,malignant
7,8,1,563,1,0,benign,benign
7,8,1,143,0.9,0.1,benign,benign
7,8,1,582,0,1,malignant,malignant
7,8,1,556,1,0,benign,benign
7,8,1,307,1,0,benign,benign
7,8,1,84,0,1,malignant,malignant
7,8,1,674,1,0,benign,benign
7,8,1,629,1,0,benign,benign
7,8,1,214,0,1,malignant,malignant
7,8,1,28,1,0,benign,benign
7,8,1,369,1,0,benign,benign
7,8,1,221,0,1,malignant,malignant
7,8,1,256,1,0,benign,benign
7,8,1,55,0,1,malignant,malignant
7,8,1,560,1,0,benign,benign
7,8,1,422,0.6,0.4,benign,benign
7,8,1,112,0,1,malignant,malignant
7,8,1,148,0.7,0.3,benign,benign
7,8,1,625,1,0,benign,benign
7,8,1,215,0.1,0.9,malignant,malignant
7,8,1,622,0.6,0.4,benign,benign
7,8,1,387,0.8,0.2,benign,benign
7,8,1,283,0,1,malignant,malignant
7,8,1,617,0.978667,0.021333,benign,benign
7,8,1,241,1,0,benign,benign
7,8,1,85,0,1,malignant,malignant
7,8,1,564,1,0,benign,benign
7,8,1,110,0.5,0.5,benign,benign
7,8,1,187,0,1,malignant,malignant
7,8,1,343,1,0,benign,benign
7,8,1,26,1,0,benign,benign
7,8,1,549,0.1,0.9,malignant,malignant
7,8,1,664,1,0,benign,benign
7,8,1,415,0.9,0.1,benign,benign
7,8,1,201,0,1,malignant,malignant
7,8,1,395,1,0,benign,benign
7,8,1,199,1,0,benign,benign
7,8,1,456,0,1,malignant,malignant
7,8,1,409,1,0,benign,benign
7,8,1,444,1,0,benign,benign
7,8,1,5,0,1,malignant,malignant
7,8,1,70,1,0,benign,benign
7,8,1,58,0.3,0.7,malignant,malignant
7,8,1,518,1,0,benign,benign
7,8,1,319,0.3,0.7,malignant,benign
7,8,1,223,0,1,malignant,malignant
7,8,1,234,0.9,0.1,benign,benign
7,8,1,0,1,0,benign,benign
7,8,1,491,0,1,malignant,malignant
7,8,1,269,1,0,benign,benign
7,8,1,429,1,0,benign,benign
7,8,1,23,0.094508,0.905492,malignant,malignant
7,8,1,511,1,0,benign,benign
7,8,1,652,1,0,benign,benign
7,8,1,173,0,1,malignant,malignant
7,8,1,432,1,0,benign,benign
7,8,1,11,1,0,benign,benign
7,8,1,483,0,1,malignant,malignant
7,8,1,508,1,0,benign,benign
7,8,1,559,1,0,benign,benign
7,8,2,670,0,1,malignant,malignant
7,8,2,621,0.4,0.6,malignant,benign
7,8,2,647,1,0,benign,benign
7,8,2,57,0.4,0.6,malignant,malignant
7,8,2,585,1,0,benign,benign
7,8,2,623,1,0,benign,benign
7,8,2,222,0.9,0.1,benign,malignant
7,8,2,685,1,0,benign,benign
7,8,2,306,1,0,benign,benign
7,8,2,239,0,1,malignant,malignant
7,8,2,563,1,0,benign,benign
7,8,2,143,1,0,benign,benign
7,8,2,582,0,1,malignant,malignant
7,8,2,556,1,0,benign,benign
7,8,2,307,1,0,benign,benign
7,8,2,84,0,1,malignant,malignant
7,8,2,674,1,0,benign,benign
7,8,2,629,1,0,benign,benign
7,8,2,214,0,1,malignant,malignant
7,8,2,28,1,0,benign,benign
7,8,2,369,1,0,benign,benign
7,8,2,221,0,1,malignant,malignant
7,8,2,256,1,0,benign,benign
7,8,2,55,0,1,malignant,malignant
7,8,2,560,1,0,benign,benign
7,8,2,422,0.6,0.4,benign,benign
7,8,2,112,0.2,0.8,malignant,malignant
7,8,2,148,0.7,0.3,benign,benign
7,8,2,625,1,0,benign,benign
7,8,2,215,0,1,malignant,malignant
7,8,2,622,0.7,0.3,benign,benign
7,8,2,387,0.8,0.2,benign,benign
7,8,2,283,0.2,0.8,malignant,malignant
7,8,2,617,1,0,benign,benign
7,8,2,241,1,0,benign,benign
7,8,2,85,0.1,0.9,malignant,malignant
7,8,2,564,1,0,benign,benign
7,8,2,110,0.6,0.4,benign,benign
7,8,2,187,0,1,malignant,malignant
7,8,2,343,1,0,benign,benign
7,8,2,26,1,0,benign,benign
7,8,2,549,0,1,malignant,malignant
7,8,2,664,1,0,benign,benign
7,8,2,415,0.5,0.5,benign,benign
7,8,2,201,0.2,0.8,malignant,malignant
7,8,2,395,1,0,benign,benign
7,8,2,199,1,0,benign,benign
7,8,2,456,0,1,malignant,malignant
7,8,2,409,1,0,benign,benign
7,8,2,444,0.9,0.1,benign,benign
7,8,2,5,0,1,malignant,malignant
7,8,2,70,1,0,benign,benign
7,8,2,58,0.6,0.4,benign,malignant
7,8,2,518,1,0,benign,benign
7,8,2,319,0.4,0.6,malignant,benign
7,8,2,223,0,1,malignant,malignant
7,8,2,234,0.8,0.2,benign,benign
7,8,2,0,1,0,benign,benign
7,8,2,491,0.2,0.8,malignant,malignant
7,8,2,269,1,0,benign,benign
7,8,2,429,1,0,benign,benign
7,8,2,23,0.2,0.8,malignant,malignant
7,8,2,511,1,0,benign,benign
7,8,2,652,1,0,benign,benign
7,8,2,173,0,1,malignant,malignant
7,8,2,432,1,0,benign,benign
7,8,2,11,1,0,benign,benign
7,8,2,483,0,1,malignant,malignant
7,8,2,508,1,0,benign,benign
7,8,2,559,1,0,benign,benign
7,8,3,670,0,1,malignant,malignant
7,8,3,621,0.2,0.8,malignant,benign
7,8,3,647,1,0,benign,benign
7,8,3,57,0.5,0.5,benign,malignant
7,8,3,585,1,0,benign,benign
7,8,3,623,1,0,benign,benign
7,8,3,222,1,0,benign,malignant
7,8,3,685,1,0,benign,benign
7,8,3,306,1,0,benign,benign
7,8,3,239,0.1,0.9,malignant,malignant
7,8,3,563,1,0,benign,benign
7,8,3,143,1,0,benign,benign
7,8,3,582,0,1,malignant,malignant
7,8,3,556,1,0,benign,benign
7,8,3,307,1,0,benign,benign
7,8,3,84,0,1,malignant,malignant
7,8,3,674,1,0,benign,benign
7,8,3,629,1,0,benign,benign
7,8,3,214,0,1,malignant,malignant
7,8,3,28,1,0,benign,benign
7,8,3,369,1,0,benign,benign
7,8,3,221,0,1,malignant,malignant
7,8,3,256,1,0,benign,benign
7,8,3,55,0,1,malignant,malignant
7,8,3,560,1,0,benign,benign
7,8,3,422,0.8,0.2,benign,benign
7,8,3,112,0.2,0.8,malignant,malignant
7,8,3,148,0.6,0.4,benign,benign
7,8,3,625,1,0,benign,benign
7,8,3,215,0,1,malignant,malignant
7,8,3,622,0.8,0.2,benign,benign
7,8,3,387,0.8,0.2,benign,benign
7,8,3,283,0,1,malignant,malignant
7,8,3,617,0.995955,0.004045,benign,benign
7,8,3,241,0.9,0.1,benign,benign
7,8,3,85,0.4,0.6,malignant,malignant
7,8,3,564,1,0,benign,benign
7,8,3,110,0.8,0.2,benign,benign
7,8,3,187,0,1,malignant,malignant
7,8,3,343,1,0,benign,benign
7,8,3,26,1,0,benign,benign
7,8,3,549,0.2,0.8,malignant,malignant
7,8,3,664,1,0,benign,benign
7,8,3,415,0.73236,0.26764,benign,benign
7,8,3,201,0.1,0.9,malignant,malignant
7,8,3,395,1,0,benign,benign
7,8,3,199,1,0,benign,benign
7,8,3,456,0,1,malignant,malignant
7,8,3,409,1,0,benign,benign
7,8,3,444,1,0,benign,benign
7,8,3,5,0,1,malignant,malignant
7,8,3,70,1,0,benign,benign
7,8,3,58,0.5,0.5,benign,malignant
7,8,3,518,1,0,benign,benign
7,8,3,319,0.1,0.9,malignant,benign
7,8,3,223,0,1,malignant,malignant
7,8,3,234,1,0,benign,benign
7,8,3,0,1,0,benign,benign
7,8,3,491,0.2,0.8,malignant,malignant
7,8,3,269,1,0,benign,benign
7,8,3,429,1,0,benign,benign
7,8,3,23,0.05814,0.94186,malignant,malignant
7,8,3,511,1,0,benign,benign
7,8,3,652,1,0,benign,benign
7,8,3,173,0,1,malignant,malignant
7,8,3,432,1,0,benign,benign
7,8,3,11,1,0,benign,benign
7,8,3,483,0,1,malignant,malignant
7,8,3,508,1,0,benign,benign
7,8,3,559,1,0,benign,benign
7,8,4,670,0,1,malignant,malignant
7,8,4,621,0.2,0.8,malignant,benign
7,8,4,647,1,0,benign,benign
7,8,4,57,0.2,0.8,malignant,malignant
7,8,4,585,1,0,benign,benign
7,8,4,623,1,0,benign,benign
7,8,4,222,1,0,benign,malignant
7,8,4,685,1,0,benign,benign
7,8,4,306,1,0,benign,benign
7,8,4,239,0.1,0.9,malignant,malignant
7,8,4,563,1,0,benign,benign
7,8,4,143,1,0,benign,benign
7,8,4,582,0,1,malignant,malignant
7,8,4,556,1,0,benign,benign
7,8,4,307,1,0,benign,benign
7,8,4,84,0,1,malignant,malignant
7,8,4,674,1,0,benign,benign
7,8,4,629,1,0,benign,benign
7,8,4,214,0.1,0.9,malignant,malignant
7,8,4,28,1,0,benign,benign
7,8,4,369,1,0,benign,benign
7,8,4,221,0,1,malignant,malignant
7,8,4,256,1,0,benign,benign
7,8,4,55,0,1,malignant,malignant
7,8,4,560,1,0,benign,benign
7,8,4,422,0.6,0.4,benign,benign
7,8,4,112,0,1,malignant,malignant
7,8,4,148,0.8,0.2,benign,benign
7,8,4,625,0.9,0.1,benign,benign
7,8,4,215,0,1,malignant,malignant
7,8,4,622,0.9,0.1,benign,benign
7,8,4,387,0.5,0.5,benign,benign
7,8,4,283,0.023394,0.976606,malignant,malignant
7,8,4,617,1,0,benign,benign
7,8,4,241,1,0,benign,benign
7,8,4,85,0.4,0.6,malignant,malignant
7,8,4,564,1,0,benign,benign
7,8,4,110,0.6,0.4,benign,benign
7,8,4,187,0,1,malignant,malignant
7,8,4,343,1,0,benign,benign
7,8,4,26,1,0,benign,benign
7,8,4,549,0,1,malignant,malignant
7,8,4,664,1,0,benign,benign
7,8,4,415,0.6,0.4,benign,benign
7,8,4,201,0,1,malignant,malignant
7,8,4,395,1,0,benign,benign
7,8,4,199,1,0,benign,benign
7,8,4,456,0,1,malignant,malignant
7,8,4,409,1,0,benign,benign
7,8,4,444,1,0,benign,benign
7,8,4,5,0,1,malignant,malignant
7,8,4,70,1,0,benign,benign
7,8,4,58,0.3,0.7,malignant,malignant
7,8,4,518,1,0,benign,benign
7,8,4,319,0.3,0.7,malignant,benign
7,8,4,223,0,1,malignant,malignant
7,8,4,234,0.7,0.3,benign,benign
7,8,4,0,1,0,benign,benign
7,8,4,491,0,1,malignant,malignant
7,8,4,269,1,0,benign,benign
7,8,4,429,1,0,benign,benign
7,8,4,23,0.236499,0.763501,malignant,malignant
7,8,4,511,1,0,benign,benign
7,8,4,652,1,0,benign,benign
7,8,4,173,0,1,malignant,malignant
7,8,4,432,1,0,benign,benign
7,8,4,11,1,0,benign,benign
7,8,4,483,0,1,malignant,malignant
7,8,4,508,1,0,benign,benign
7,8,4,559,1,0,benign,benign
7,8,5,670,0,1,malignant,malignant
7,8,5,621,0.1,0.9,malignant,benign
7,8,5,647,1,0,benign,benign
7,8,5,57,0.2,0.8,malignant,malignant
7,8,5,585,1,0,benign,benign
7,8,5,623,1,0,benign,benign
7,8,5,222,1,0,benign,malignant
7,8,5,685,1,0,benign,benign
7,8,5,306,1,0,benign,benign
7,8,5,239,0.1,0.9,malignant,malignant
7,8,5,563,1,0,benign,benign
7,8,5,143,1,0,benign,benign
7,8,5,582,0,1,malignant,malignant
7,8,5,556,1,0,benign,benign
7,8,5,307,1,0,benign,benign
7,8,5,84,0,1,malignant,malignant
7,8,5,674,1,0,benign,benign
7,8,5,629,1,0,benign,benign
7,8,5,214,0,1,malignant,malignant
7,8,5,28,1,0,benign,benign
7,8,5,369,1,0,benign,benign
7,8,5,221,0,1,malignant,malignant
7,8,5,256,1,0,benign,benign
7,8,5,55,0,1,malignant,malignant
7,8,5,560,1,0,benign,benign
7,8,5,422,0.6,0.4,benign,benign
7,8,5,112,0.1,0.9,malignant,malignant
7,8,5,148,1,0,benign,benign
7,8,5,625,1,0,benign,benign
7,8,5,215,0.1,0.9,malignant,malignant
7,8,5,622,0.9,0.1,benign,benign
7,8,5,387,0.7,0.3,benign,benign
7,8,5,283,0,1,malignant,malignant
7,8,5,617,1,0,benign,benign
7,8,5,241,1,0,benign,benign
7,8,5,85,0.1,0.9,malignant,malignant
7,8,5,564,1,0,benign,benign
7,8,5,110,0.7,0.3,benign,benign
7,8,5,187,0,1,malignant,malignant
7,8,5,343,1,0,benign,benign
7,8,5,26,1,0,benign,benign
7,8,5,549,0.3,0.7,malignant,malignant
7,8,5,664,1,0,benign,benign
7,8,5,415,0.7,0.3,benign,benign
7,8,5,201,0,1,malignant,malignant
7,8,5,395,1,0,benign,benign
7,8,5,199,1,0,benign,benign
7,8,5,456,0,1,malignant,malignant
7,8,5,409,1,0,benign,benign
7,8,5,444,1,0,benign,benign
7,8,5,5,0,1,malignant,malignant
7,8,5,70,1,0,benign,benign
7,8,5,58,0.1,0.9,malignant,malignant
7,8,5,518,1,0,benign,benign
7,8,5,319,0.1,0.9,malignant,benign
7,8,5,223,0,1,malignant,malignant
7,8,5,234,0.8,0.2,benign,benign
7,8,5,0,1,0,benign,benign
7,8,5,491,0,1,malignant,malignant
7,8,5,269,1,0,benign,benign
7,8,5,429,1,0,benign,benign
7,8,5,23,0.01,0.99,malignant,malignant
7,8,5,511,1,0,benign,benign
7,8,5,652,1,0,benign,benign
7,8,5,173,0,1,malignant,malignant
7,8,5,432,1,0,benign,benign
7,8,5,11,1,0,benign,benign
7,8,5,483,0,1,malignant,malignant
7,8,5,508,1,0,benign,benign
7,8,5,559,1,0,benign,benign
7,8,6,670,0,1,malignant,malignant
7,8,6,621,0,1,malignant,benign
7,8,6,647,1,0,benign,benign
7,8,6,57,0.2,0.8,malignant,malignant
7,8,6,585,1,0,benign,benign
7,8,6,623,1,0,benign,benign
7,8,6,222,1,0,benign,malignant
7,8,6,685,1,0,benign,benign
7,8,6,306,1,0,benign,benign
7,8,6,239,0,1,malignant,malignant
7,8,6,563,1,0,benign,benign
7,8,6,143,1,0,benign,benign
7,8,6,582,0,1,malignant,malignant
7,8,6,556,1,0,benign,benign
7,8,6,307,1,0,benign,benign
7,8,6,84,0,1,malignant,malignant
7,8,6,674,1,0,benign,benign
7,8,6,629,1,0,benign,benign
7,8,6,214,0,1,malignant,malignant
7,8,6,28,1,0,benign,benign
7,8,6,369,1,0,benign,benign
7,8,6,221,0,1,malignant,malignant
7,8,6,256,1,0,benign,benign
7,8,6,55,0,1,malignant,malignant
7,8,6,560,1,0,benign,benign
7,8,6,422,0.7,0.3,benign,benign
7,8,6,112,0,1,malignant,malignant
7,8,6,148,0.6,0.4,benign,benign
7,8,6,625,0.8,0.2,benign,benign
7,8,6,215,0,1,malignant,malignant
7,8,6,622,0.6,0.4,benign,benign
7,8,6,387,0.6,0.4,benign,benign
7,8,6,283,0.1,0.9,malignant,malignant
7,8,6,617,1,0,benign,benign
7,8,6,241,1,0,benign,benign
7,8,6,85,0.2,0.8,malignant,malignant
7,8,6,564,1,0,benign,benign
7,8,6,110,0.8,0.2,benign,benign
7,8,6,187,0,1,malignant,malignant
7,8,6,343,1,0,benign,benign
7,8,6,26,1,0,benign,benign
7,8,6,549,0,1,malignant,malignant
7,8,6,664,1,0,benign,benign
7,8,6,415,0.5,0.5,benign,benign
7,8,6,201,0,1,malignant,malignant
7,8,6,395,1,0,benign,benign
7,8,6,199,1,0,benign,benign
7,8,6,456,0,1,malignant,malignant
7,8,6,409,1,0,benign,benign
7,8,6,444,1,0,benign,benign
7,8,6,5,0,1,malignant,malignant
7,8,6,70,1,0,benign,benign
7,8,6,58,0.5,0.5,benign,malignant
7,8,6,518,1,0,benign,benign
7,8,6,319,0.1,0.9,malignant,benign
7,8,6,223,0.2,0.8,malignant,malignant
7,8,6,234,0.8,0.2,benign,benign
7,8,6,0,1,0,benign,benign
7,8,6,491,0.1,0.9,malignant,malignant
7,8,6,269,1,0,benign,benign
7,8,6,429,1,0,benign,benign
7,8,6,23,0.300921,0.699079,malignant,malignant
7,8,6,511,1,0,benign,benign
7,8,6,652,1,0,benign,benign
7,8,6,173,0,1,malignant,malignant
7,8,6,432,1,0,benign,benign
7,8,6,11,1,0,benign,benign
7,8,6,483,0,1,malignant,malignant
7,8,6,508,1,0,benign,benign
7,8,6,559,1,0,benign,benign
7,8,7,670,0,1,malignant,malignant
7,8,7,621,0.5,0.5,benign,benign
7,8,7,647,1,0,benign,benign
7,8,7,57,0.3,0.7,malignant,malignant
7,8,7,585,1,0,benign,benign
7,8,7,623,1,0,benign,benign
7,8,7,222,1,0,benign,malignant
7,8,7,685,1,0,benign,benign
7,8,7,306,1,0,benign,benign
7,8,7,239,0.1,0.9,malignant,malignant
7,8,7,563,1,0,benign,benign
7,8,7,143,1,0,benign,benign
7,8,7,582,0.1,0.9,malignant,malignant
7,8,7,556,1,0,benign,benign
7,8,7,307,1,0,benign,benign
7,8,7,84,0,1,malignant,malignant
7,8,7,674,1,0,benign,benign
7,8,7,629,1,0,benign,benign
7,8,7,214,0,1,malignant,malignant
7,8,7,28,1,0,benign,benign
7,8,7,369,1,0,benign,benign
7,8,7,221,0.1,0.9,malignant,malignant
7,8,7,256,1,0,benign,benign
7,8,7,55,0,1,malignant,malignant
7,8,7,560,1,0,benign,benign
7,8,7,422,0.9,0.1,benign,benign
7,8,7,112,0.1,0.9,malignant,malignant
7,8,7,148,0.8,0.2,benign,benign
7,8,7,625,0.9,0.1,benign,benign
7,8,7,215,0,1,malignant,malignant
7,8,7,622,0.9,0.1,benign,benign
7,8,7,387,0.8,0.2,benign,benign
7,8,7,283,0,1,malignant,malignant
7,8,7,617,1,0,benign,benign
7,8,7,241,1,0,benign,benign
7,8,7,85,0.5,0.5,benign,malignant
7,8,7,564,1,0,benign,benign
7,8,7,110,0.8,0.2,benign,benign
7,8,7,187,0,1,malignant,malignant
7,8,7,343,1,0,benign,benign
7,8,7,26,1,0,benign,benign
7,8,7,549,0.1,0.9,malignant,malignant
7,8,7,664,1,0,benign,benign
7,8,7,415,0.6,0.4,benign,benign
7,8,7,201,0,1,malignant,malignant
7,8,7,395,1,0,benign,benign
7,8,7,199,1,0,benign,benign
7,8,7,456,0.1,0.9,malignant,malignant
7,8,7,409,1,0,benign,benign
7,8,7,444,0.9,0.1,benign,benign
7,8,7,5,0,1,malignant,malignant
7,8,7,70,1,0,benign,benign
7,8,7,58,0.1,0.9,malignant,malignant
7,8,7,518,1,0,benign,benign
7,8,7,319,0.1,0.9,malignant,benign
7,8,7,223,0.1,0.9,malignant,malignant
7,8,7,234,0.9,0.1,benign,benign
7,8,7,0,1,0,benign,benign
7,8,7,491,0,1,malignant,malignant
7,8,7,269,1,0,benign,benign
7,8,7,429,1,0,benign,benign
7,8,7,23,0.224986,0.775014,malignant,malignant
7,8,7,511,1,0,benign,benign
7,8,7,652,1,0,benign,benign
7,8,7,173,0,1,malignant,malignant
7,8,7,432,1,0,benign,benign
7,8,7,11,1,0,benign,benign
7,8,7,483,0,1,malignant,malignant
7,8,7,508,1,0,benign,benign
7,8,7,559,1,0,benign,benign
7,9,0,98,0.1,0.9,malignant,malignant
7,9,0,331,1,0,benign,benign
7,9,0,548,1,0,benign,benign
7,9,0,184,0,1,malignant,malignant
7,9,0,137,1,0,benign,benign
7,9,0,567,1,0,benign,benign
7,9,0,648,0,1,malignant,malignant
7,9,0,475,1,0,benign,benign
7,9,0,593,1,0,benign,benign
7,9,0,610,0.2,0.8,malignant,malignant
7,9,0,637,0.8,0.2,benign,benign
7,9,0,588,0,1,malignant,malignant
7,9,0,545,1,0,benign,benign
7,9,0,615,1,0,benign,benign
7,9,0,191,0.1,0.9,malignant,malignant
7,9,0,448,1,0,benign,benign
7,9,0,462,0.7,0.3,benign,benign
7,9,0,340,0.5,0.5,benign,malignant
7,9,0,378,0.9,0.1,benign,benign
7,9,0,171,1,0,benign,benign
7,9,0,267,0.2,0.8,malignant,malignant
7,9,0,40,0.104545,0.895455,malignant,benign
7,9,0,96,1,0,benign,benign
7,9,0,206,0,1,malignant,malignant
7,9,0,450,0.9,0.1,benign,benign
7,9,0,127,1,0,benign,benign
7,9,0,592,0.4,0.6,malignant,malignant
7,9,0,420,0.9,0.1,benign,benign
7,9,0,661,1,0,benign,benign
7,9,0,284,0.7,0.3,benign,malignant
7,9,0,650,1,0,benign,benign
7,9,0,472,0.8,0.2,benign,benign
7,9,0,106,0.1,0.9,malignant,malignant
7,9,0,141,1,0,benign,benign
7,9,0,521,1,0,benign,benign
7,9,0,246,0,1,malignant,malignant
7,9,0,192,1,0,benign,benign
7,9,0,198,1,0,benign,benign
7,9,0,231,0,1,malignant,malignant
7,9,0,19,0.8,0.2,benign,benign
7,9,0,416,0,1,malignant,malignant
7,9,0,587,1,0,benign,benign
7,9,0,679,1,0,benign,benign
7,9,0,465,0,1,malignant,malignant
7,9,0,168,1,0,benign,benign
7,9,0,505,1,0,benign,benign
7,9,0,62,0.1,0.9,malignant,malignant
7,9,0,147,1,0,benign,benign
7,9,0,150,1,0,benign,benign
7,9,0,453,0,1,malignant,malignant
7,9,0,405,1,0,benign,benign
7,9,0,351,1,0,benign,benign
7,9,0,323,0.2,0.8,malignant,malignant
7,9,0,257,1,0,benign,benign
7,9,0,129,0.9,0.1,benign,benign
7,9,0,414,0.1,0.9,malignant,malignant
7,9,0,382,1,0,benign,benign
7,9,0,555,0.5,0.5,benign,benign
7,9,0,326,0.3,0.7,malignant,malignant
7,9,0,379,1,0,benign,benign
7,9,0,347,1,0,benign,benign
7,9,0,59,0.1,0.9,malignant,malignant
7,9,0,675,1,0,benign,benign
7,9,0,578,1,0,benign,benign
7,9,0,339,0.2,0.8,malignant,malignant
7,9,0,645,1,0,benign,benign
7,9,0,385,1,0,benign,benign
7,9,0,361,0,1,malignant,malignant
7,9,0,452,0.9,0.1,benign,benign
7,9,1,98,0.1,0.9,malignant,malignant
7,9,1,331,1,0,benign,benign
7,9,1,548,1,0,benign,benign
7,9,1,184,0,1,malignant,malignant
7,9,1,137,1,0,benign,benign
7,9,1,567,0.8,0.2,benign,benign
7,9,1,648,0.2,0.8,malignant,malignant
7,9,1,475,1,0,benign,benign
7,9,1,593,1,0,benign,benign
7,9,1,610,0.1,0.9,malignant,malignant
7,9,1,637,0.8,0.2,benign,benign
7,9,1,588,0,1,malignant,malignant
7,9,1,545,1,0,benign,benign
7,9,1,615,1,0,benign,benign
7,9,1,191,0,1,malignant,malignant
7,9,1,448,1,0,benign,benign
7,9,1,462,0.7,0.3,benign,benign
7,9,1,340,0.2,0.8,malignant,malignant
7,9,1,378,1,0,benign,benign
7,9,1,171,1,0,benign,benign
7,9,1,267,0.2,0.8,malignant,malignant
7,9,1,40,0.073175,0.926825,malignant,benign
7,9,1,96,1,0,benign,benign
7,9,1,206,0,1,malignant,malignant
7,9,1,450,1,0,benign,benign
7,9,1,127,1,0,benign,benign
7,9,1,592,0.3,0.7,malignant,malignant
7,9,1,420,0.9,0.1,benign,benign
7,9,1,661,1,0,benign,benign
7,9,1,284,0.2,0.8,malignant,malignant
7,9,1,650,1,0,benign,benign
7,9,1,472,0.7,0.3,benign,benign
7,9,1,106,0,1,malignant,malignant
7,9,1,141,1,0,benign,benign
7,9,1,521,1,0,benign,benign
7,9,1,246,0,1,malignant,malignant
7,9,1,192,1,0,benign,benign
7,9,1,198,1,0,benign,benign
7,9,1,231,0.1,0.9,malignant,malignant
7,9,1,19,0.7,0.3,benign,benign
7,9,1,416,0,1,malignant,malignant
7,9,1,587,1,0,benign,benign
7,9,1,679,1,0,benign,benign
7,9,1,465,0,1,malignant,malignant
7,9,1,168,1,0,benign,benign
7,9,1,505,0.9,0.1,benign,benign
7,9,1,62,0,1,malignant,malignant
7,9,1,147,1,0,benign,benign
7,9,1,150,1,0,benign,benign
7,9,1,453,0,1,malignant,malignant
7,9,1,405,1,0,benign,benign
7,9,1,351,1,0,benign,benign
7,9,1,323,0,1,malignant,malignant
7,9,1,257,1,0,benign,benign
7,9,1,129,1,0,benign,benign
7,9,1,414,0,1,malignant,malignant
7,9,1,382,1,0,benign,benign
7,9,1,555,0.6,0.4,benign,benign
7,9,1,326,0.3,0.7,malignant,malignant
7,9,1,379,0.8,0.2,benign,benign
7,9,1,347,0.9,0.1,benign,benign
7,9,1,59,0.2,0.8,malignant,malignant
7,9,1,675,1,0,benign,benign
7,9,1,578,1,0,benign,benign
7,9,1,339,0,1,malignant,malignant
7,9,1,645,1,0,benign,benign
7,9,1,385,0.9,0.1,benign,benign
7,9,1,361,0,1,malignant,malignant
7,9,1,452,1,0,benign,benign
7,9,2,98,0,1,malignant,malignant
7,9,2,331,1,0,benign,benign
7,9,2,548,1,0,benign,benign
7,9,2,184,0.2,0.8,malignant,malignant
7,9,2,137,1,0,benign,benign
7,9,2,567,1,0,benign,benign
7,9,2,648,0,1,malignant,malignant
7,9,2,475,1,0,benign,benign
7,9,2,593,1,0,benign,benign
7,9,2,610,0.1,0.9,malignant,malignant
7,9,2,637,0.7,0.3,benign,benign
7,9,2,588,0,1,malignant,malignant
7,9,2,545,1,0,benign,benign
7,9,2,615,1,0,benign,benign
7,9,2,191,0,1,malignant,malignant
7,9,2,448,1,0,benign,benign
7,9,2,462,0.9,0.1,benign,benign
7,9,2,340,0.2,0.8,malignant,malignant
7,9,2,378,1,0,benign,benign
7,9,2,171,1,0,benign,benign
7,9,2,267,0.2,0.8,malignant,malignant
7,9,2,40,0.06063,0.93937,malignant,benign
7,9,2,96,1,0,benign,benign
7,9,2,206,0,1,malignant,malignant
7,9,2,450,1,0,benign,benign
7,9,2,127,1,0,benign,benign
7,9,2,592,0.5,0.5,benign,malignant
7,9,2,420,0.9,0.1,benign,benign
7,9,2,661,1,0,benign,benign
7,9,2,284,0.3,0.7,malignant,malignant
7,9,2,650,0.9,0.1,benign,benign
7,9,2,472,0.9,0.1,benign,benign
7,9,2,106,0.1,0.9,malignant,malignant
7,9,2,141,1,0,benign,benign
7,9,2,521,1,0,benign,benign
7,9,2,246,0,1,malignant,malignant
7,9,2,192,1,0,benign,benign
7,9,2,198,1,0,benign,benign
7,9,2,231,0,1,malignant,malignant
7,9,2,19,0.9,0.1,benign,benign
7,9,2,416,0.2,0.8,malignant,malignant
7,9,2,587,1,0,benign,benign
7,9,2,679,1,0,benign,benign
7,9,2,465,0,1,malignant,malignant
7,9,2,168,1,0,benign,benign
7,9,2,505,1,0,benign,benign
7,9,2,62,0.1,0.9,malignant,malignant
7,9,2,147,1,0,benign,benign
7,9,2,150,1,0,benign,benign
7,9,2,453,0,1,malignant,malignant
7,9,2,405,1,0,benign,benign
7,9,2,351,1,0,benign,benign
7,9,2,323,0.3,0.7,malignant,malignant
7,9,2,257,1,0,benign,benign
7,9,2,129,0.9,0.1,benign,benign
7,9,2,414,0,1,malignant,malignant
7,9,2,382,1,0,benign,benign
7,9,2,555,0.8,0.2,benign,benign
7,9,2,326,0.6,0.4,benign,malignant
7,9,2,379,0.9,0.1,benign,benign
7,9,2,347,1,0,benign,benign
7,9,2,59,0.2,0.8,malignant,malignant
7,9,2,675,1,0,benign,benign
7,9,2,578,1,0,benign,benign
7,9,2,339,0.1,0.9,malignant,malignant
7,9,2,645,1,0,benign,benign
7,9,2,385,0.9,0.1,benign,benign
7,9,2,361,0,1,malignant,malignant
7,9,2,452,1,0,benign,benign
7,9,3,98,0,1,malignant,malignant
7,9,3,331,1,0,benign,benign
7,9,3,548,1,0,benign,benign
7,9,3,184,0.1,0.9,malignant,malignant
7,9,3,137,1,0,benign,benign
7,9,3,567,0.93236,0.06764,benign,benign
7,9,3,648,0,1,malignant,malignant
7,9,3,475,1,0,benign,benign
7,9,3,593,1,0,benign,benign
7,9,3,610,0.2,0.8,malignant,malignant
7,9,3,637,0.7,0.3,benign,benign
7,9,3,588,0.1,0.9,malignant,malignant
7,9,3,545,1,0,benign,benign
7,9,3,615,1,0,benign,benign
7,9,3,191,0,1,malignant,malignant
7,9,3,448,1,0,benign,benign
7,9,3,462,1,0,benign,benign
7,9,3,340,0.2,0.8,malignant,malignant
7,9,3,378,1,0,benign,benign
7,9,3,171,1,0,benign,benign
7,9,3,267,0.3,0.7,malignant,malignant
7,9,3,40,0,1,malignant,benign
7,9,3,96,1,0,benign,benign
7,9,3,206,0,1,malignant,malignant
7,9,3,450,1,0,benign,benign
7,9,3,127,1,0,benign,benign
7,9,3,592,0.2,0.8,malignant,malignant
7,9,3,420,0.83236,0.16764,benign,benign
7,9,3,661,1,0,benign,benign
7,9,3,284,0.1,0.9,malignant,malignant
7,9,3,650,1,0,benign,benign
7,9,3,472,1,0,benign,benign
7,9,3,106,0,1,malignant,malignant
7,9,3,141,1,0,benign,benign
7,9,3,521,1,0,benign,benign
7,9,3,246,0,1,malignant,malignant
7,9,3,192,1,0,benign,benign
7,9,3,198,1,0,benign,benign
7,9,3,231,0,1,malignant,malignant
7,9,3,19,1,0,benign,benign
7,9,3,416,0.1,0.9,malignant,malignant
7,9,3,587,1,0,benign,benign
7,9,3,679,1,0,benign,benign
7,9,3,465,0,1,malignant,malignant
7,9,3,168,1,0,benign,benign
7,9,3,505,1,0,benign,benign
7,9,3,62,0,1,malignant,malignant
7,9,3,147,1,0,benign,benign
7,9,3,150,1,0,benign,benign
7,9,3,453,0,1,malignant,malignant
7,9,3,405,1,0,benign,benign
7,9,3,351,1,0,benign,benign
7,9,3,323,0.2,0.8,malignant,malignant
7,9,3,257,1,0,benign,benign
7,9,3,129,1,0,benign,benign
7,9,3,414,0,1,malignant,malignant
7,9,3,382,1,0,benign,benign
7,9,3,555,0.9,0.1,benign,benign
7,9,3,326,0.5,0.5,benign,malignant
7,9,3,379,0.7,0.3,benign,benign
7,9,3,347,1,0,benign,benign
7,9,3,59,0.2,0.8,malignant,malignant
7,9,3,675,0.9,0.1,benign,benign
7,9,3,578,1,0,benign,benign
7,9,3,339,0,1,malignant,malignant
7,9,3,645,1,0,benign,benign
7,9,3,385,1,0,benign,benign
7,9,3,361,0,1,malignant,malignant
7,9,3,452,1,0,benign,benign
7,9,4,98,0.1,0.9,malignant,malignant
7,9,4,331,1,0,benign,benign
7,9,4,548,1,0,benign,benign
7,9,4,184,0,1,malignant,malignant
7,9,4,137,1,0,benign,benign
7,9,4,567,1,0,benign,benign
7,9,4,648,0,1,malignant,malignant
7,9,4,475,1,0,benign,benign
7,9,4,593,1,0,benign,benign
7,9,4,610,0.1,0.9,malignant,malignant
7,9,4,637,0.9,0.1,benign,benign
7,9,4,588,0.1,0.9,malignant,malignant
7,9,4,545,1,0,benign,benign
7,9,4,615,1,0,benign,benign
7,9,4,191,0.1,0.9,malignant,malignant
7,9,4,448,1,0,benign,benign
7,9,4,462,1,0,benign,benign
7,9,4,340,0.023394,0.976606,malignant,malignant
7,9,4,378,1,0,benign,benign
7,9,4,171,1,0,benign,benign
7,9,4,267,0,1,malignant,malignant
7,9,4,40,0,1,malignant,benign
7,9,4,96,1,0,benign,benign
7,9,4,206,0.1,0.9,malignant,malignant
7,9,4,450,1,0,benign,benign
7,9,4,127,1,0,benign,benign
7,9,4,592,0,1,malignant,malignant
7,9,4,420,1,0,benign,benign
7,9,4,661,1,0,benign,benign
7,9,4,284,0.1,0.9,malignant,malignant
7,9,4,650,1,0,benign,benign
7,9,4,472,1,0,benign,benign
7,9,4,106,0.023394,0.976606,malignant,malignant
7,9,4,141,1,0,benign,benign
7,9,4,521,1,0,benign,benign
7,9,4,246,0,1,malignant,malignant
7,9,4,192,1,0,benign,benign
7,9,4,198,1,0,benign,benign
7,9,4,231,0,1,malignant,malignant
7,9,4,19,1,0,benign,benign
7,9,4,416,0.1,0.9,malignant,malignant
7,9,4,587,1,0,benign,benign
7,9,4,679,1,0,benign,benign
7,9,4,465,0,1,malignant,malignant
7,9,4,168,1,0,benign,benign
7,9,4,505,1,0,benign,benign
7,9,4,62,0.1,0.9,malignant,malignant
7,9,4,147,1,0,benign,benign
7,9,4,150,1,0,benign,benign
7,9,4,453,0,1,malignant,malignant
7,9,4,405,1,0,benign,benign
7,9,4,351,1,0,benign,benign
7,9,4,323,0.323394,0.676606,malignant,malignant
7,9,4,257,1,0,benign,benign
7,9,4,129,1,0,benign,benign
7,9,4,414,0,1,malignant,malignant
7,9,4,382,1,0,benign,benign
7,9,4,555,0.7,0.3,benign,benign
7,9,4,326,0.823394,0.176606,benign,malignant
7,9,4,379,0.6,0.4,benign,benign
7,9,4,347,1,0,benign,benign
7,9,4,59,0.2,0.8,malignant,malignant
7,9,4,675,1,0,benign,benign
7,9,4,578,1,0,benign,benign
7,9,4,339,0.023394,0.976606,malignant,malignant
7,9,4,645,1,0,benign,benign
7,9,4,385,0.7,0.3,benign,benign
7,9,4,361,0.1,0.9,malignant,malignant
7,9,4,452,1,0,benign,benign
7,9,5,98,0,1,malignant,malignant
7,9,5,331,1,0,benign,benign
7,9,5,548,1,0,benign,benign
7,9,5,184,0,1,malignant,malignant
7,9,5,137,1,0,benign,benign
7,9,5,567,1,0,benign,benign
7,9,5,648,0,1,malignant,malignant
7,9,5,475,1,0,benign,benign
7,9,5,593,1,0,benign,benign
7,9,5,610,0.1,0.9,malignant,malignant
7,9,5,637,0.8,0.2,benign,benign
7,9,5,588,0,1,malignant,malignant
7,9,5,545,1,0,benign,benign
7,9,5,615,1,0,benign,benign
7,9,5,191,0,1,malignant,malignant
7,9,5,448,1,0,benign,benign
7,9,5,462,1,0,benign,benign
7,9,5,340,0.1,0.9,malignant,malignant
7,9,5,378,1,0,benign,benign
7,9,5,171,1,0,benign,benign
7,9,5,267,0.1,0.9,malignant,malignant
7,9,5,40,0,1,malignant,benign
7,9,5,96,1,0,benign,benign
7,9,5,206,0.1,0.9,malignant,malignant
7,9,5,450,1,0,benign,benign
7,9,5,127,1,0,benign,benign
7,9,5,592,0,1,malignant,malignant
7,9,5,420,0.9,0.1,benign,benign
7,9,5,661,1,0,benign,benign
7,9,5,284,0.2,0.8,malignant,malignant
7,9,5,650,1,0,benign,benign
7,9,5,472,1,0,benign,benign
7,9,5,106,0,1,malignant,malignant
7,9,5,141,1,0,benign,benign
7,9,5,521,1,0,benign,benign
7,9,5,246,0,1,malignant,malignant
7,9,5,192,1,0,benign,benign
7,9,5,198,1,0,benign,benign
7,9,5,231,0,1,malignant,malignant
7,9,5,19,1,0,benign,benign
7,9,5,416,0,1,malignant,malignant
7,9,5,587,1,0,benign,benign
7,9,5,679,1,0,benign,benign
7,9,5,465,0,1,malignant,malignant
7,9,5,168,1,0,benign,benign
7,9,5,505,1,0,benign,benign
7,9,5,62,0.1,0.9,malignant,malignant
7,9,5,147,1,0,benign,benign
7,9,5,150,1,0,benign,benign
7,9,5,453,0,1,malignant,malignant
7,9,5,405,1,0,benign,benign
7,9,5,351,1,0,benign,benign
7,9,5,323,0,1,malignant,malignant
7,9,5,257,1,0,benign,benign
7,9,5,129,1,0,benign,benign
7,9,5,414,0,1,malignant,malignant
7,9,5,382,1,0,benign,benign
7,9,5,555,0.9,0.1,benign,benign
7,9,5,326,0.8,0.2,benign,malignant
7,9,5,379,0.7,0.3,benign,benign
7,9,5,347,1,0,benign,benign
7,9,5,59,0,1,malignant,malignant
7,9,5,675,1,0,benign,benign
7,9,5,578,1,0,benign,benign
7,9,5,339,0,1,malignant,malignant
7,9,5,645,1,0,benign,benign
7,9,5,385,1,0,benign,benign
7,9,5,361,0,1,malignant,malignant
7,9,5,452,1,0,benign,benign
7,9,6,98,0,1,malignant,malignant
7,9,6,331,1,0,benign,benign
7,9,6,548,1,0,benign,benign
7,9,6,184,0.1,0.9,malignant,malignant
7,9,6,137,1,0,benign,benign
7,9,6,567,1,0,benign,benign
7,9,6,648,0,1,malignant,malignant
7,9,6,475,1,0,benign,benign
7,9,6,593,1,0,benign,benign
7,9,6,610,0,1,malignant,malignant
7,9,6,637,1,0,benign,benign
7,9,6,588,0.1,0.9,malignant,malignant
7,9,6,545,1,0,benign,benign
7,9,6,615,1,0,benign,benign
7,9,6,191,0,1,malignant,malignant
7,9,6,448,1,0,benign,benign
7,9,6,462,1,0,benign,benign
7,9,6,340,0,1,malignant,malignant
7,9,6,378,1,0,benign,benign
7,9,6,171,1,0,benign,benign
7,9,6,267,0,1,malignant,malignant
7,9,6,40,0,1,malignant,benign
7,9,6,96,1,0,benign,benign
7,9,6,206,0,1,malignant,malignant
7,9,6,450,1,0,benign,benign
7,9,6,127,1,0,benign,benign
7,9,6,592,0.2,0.8,malignant,malignant
7,9,6,420,0.914005,0.085995,benign,benign
7,9,6,661,1,0,benign,benign
7,9,6,284,0,1,malignant,malignant
7,9,6,650,1,0,benign,benign
7,9,6,472,1,0,benign,benign
7,9,6,106,0.2,0.8,malignant,malignant
7,9,6,141,1,0,benign,benign
7,9,6,521,1,0,benign,benign
7,9,6,246,0,1,malignant,malignant
7,9,6,192,1,0,benign,benign
7,9,6,198,1,0,benign,benign
7,9,6,231,0.1,0.9,malignant,malignant
7,9,6,19,1,0,benign,benign
7,9,6,416,0.1,0.9,malignant,malignant
7,9,6,587,1,0,benign,benign
7,9,6,679,1,0,benign,benign
7,9,6,465,0,1,malignant,malignant
7,9,6,168,1,0,benign,benign
7,9,6,505,1,0,benign,benign
7,9,6,62,0,1,malignant,malignant
7,9,6,147,1,0,benign,benign
7,9,6,150,1,0,benign,benign
7,9,6,453,0,1,malignant,malignant
7,9,6,405,1,0,benign,benign
7,9,6,351,1,0,benign,benign
7,9,6,323,0.3,0.7,malignant,malignant
7,9,6,257,1,0,benign,benign
7,9,6,129,1,0,benign,benign
7,9,6,414,0,1,malignant,malignant
7,9,6,382,1,0,benign,benign
7,9,6,555,0.7,0.3,benign,benign
7,9,6,326,0.3,0.7,malignant,malignant
7,9,6,379,0.6,0.4,benign,benign
7,9,6,347,1,0,benign,benign
7,9,6,59,0.1,0.9,malignant,malignant
7,9,6,675,1,0,benign,benign
7,9,6,578,1,0,benign,benign
7,9,6,339,0.1,0.9,malignant,malignant
7,9,6,645,1,0,benign,benign
7,9,6,385,0.9,0.1,benign,benign
7,9,6,361,0,1,malignant,malignant
7,9,6,452,1,0,benign,benign
7,9,7,98,0,1,malignant,malignant
7,9,7,331,1,0,benign,benign
7,9,7,548,1,0,benign,benign
7,9,7,184,0,1,malignant,malignant
7,9,7,137,1,0,benign,benign
7,9,7,567,1,0,benign,benign
7,9,7,648,0,1,malignant,malignant
7,9,7,475,1,0,benign,benign
7,9,7,593,1,0,benign,benign
7,9,7,610,0.1,0.9,malignant,malignant
7,9,7,637,1,0,benign,benign
7,9,7,588,0.1,0.9,malignant,malignant
7,9,7,545,1,0,benign,benign
7,9,7,615,1,0,benign,benign
7,9,7,191,0,1,malignant,malignant
7,9,7,448,1,0,benign,benign
7,9,7,462,1,0,benign,benign
7,9,7,340,0.2,0.8,malignant,malignant
7,9,7,378,1,0,benign,benign
7,9,7,171,1,0,benign,benign
7,9,7,267,0.1,0.9,malignant,malignant
7,9,7,40,0,1,malignant,benign
7,9,7,96,1,0,benign,benign
7,9,7,206,0.1,0.9,malignant,malignant
7,9,7,450,1,0,benign,benign
7,9,7,127,1,0,benign,benign
7,9,7,592,0,1,malignant,malignant
7,9,7,420,0.9,0.1,benign,benign
7,9,7,661,1,0,benign,benign
7,9,7,284,0,1,malignant,malignant
7,9,7,650,1,0,benign,benign
7,9,7,472,1,0,benign,benign
7,9,7,106,0,1,malignant,malignant
7,9,7,141,1,0,benign,benign
7,9,7,521,1,0,benign,benign
7,9,7,246,0,1,malignant,malignant
7,9,7,192,1,0,benign,benign
7,9,7,198,1,0,benign,benign
7,9,7,231,0.2,0.8,malignant,malignant
7,9,7,19,1,0,benign,benign
7,9,7,416,0,1,malignant,malignant
7,9,7,587,1,0,benign,benign
7,9,7,679,1,0,benign,benign
7,9,7,465,0,1,malignant,malignant
7,9,7,168,1,0,benign,benign
7,9,7,505,1,0,benign,benign
7,9,7,62,0.1,0.9,malignant,malignant
7,9,7,147,1,0,benign,benign
7,9,7,150,1,0,benign,benign
7,9,7,453,0,1,malignant,malignant
7,9,7,405,1,0,benign,benign
7,9,7,351,1,0,benign,benign
7,9,7,323,0.1,0.9,malignant,malignant
7,9,7,257,1,0,benign,benign
7,9,7,129,1,0,benign,benign
7,9,7,414,0,1,malignant,malignant
7,9,7,382,1,0,benign,benign
7,9,7,555,1,0,benign,benign
7,9,7,326,0.6,0.4,benign,malignant
7,9,7,379,0.9,0.1,benign,benign
7,9,7,347,1,0,benign,benign
7,9,7,59,0.161062,0.838938,malignant,malignant
7,9,7,675,1,0,benign,benign
7,9,7,578,1,0,benign,benign
7,9,7,339,0,1,malignant,malignant
7,9,7,645,1,0,benign,benign
7,9,7,385,0.9,0.1,benign,benign
7,9,7,361,0.1,0.9,malignant,malignant
7,9,7,452,1,0,benign,benign
8,0,0,153,1,0,benign,benign
8,0,0,253,0.1,0.9,malignant,malignant
8,0,0,110,0.8,0.2,benign,benign
8,0,0,41,0.2,0.8,malignant,malignant
8,0,0,481,1,0,benign,benign
8,0,0,520,1,0,benign,benign
8,0,0,187,0,1,malignant,malignant
8,0,0,7,1,0,benign,benign
8,0,0,271,1,0,benign,benign
8,0,0,84,0,1,malignant,malignant
8,0,0,589,1,0,benign,benign
8,0,0,540,1,0,benign,benign
8,0,0,179,0.6,0.4,benign,malignant
8,0,0,135,0.9,0.1,benign,benign
8,0,0,461,0.9,0.1,benign,benign
8,0,0,98,0.1,0.9,malignant,malignant
8,0,0,560,1,0,benign,benign
8,0,0,207,1,0,benign,benign
8,0,0,142,0,1,malignant,malignant
8,0,0,411,0.995745,0.004255,benign,benign
8,0,0,504,1,0,benign,benign
8,0,0,326,0.6,0.4,benign,malignant
8,0,0,79,1,0,benign,benign
8,0,0,526,1,0,benign,benign
8,0,0,328,0.1,0.9,malignant,malignant
8,0,0,401,1,0,benign,benign
8,0,0,172,1,0,benign,benign
8,0,0,658,0.1,0.9,malignant,malignant
8,0,0,392,1,0,benign,benign
8,0,0,646,1,0,benign,benign
8,0,0,530,0,1,malignant,malignant
8,0,0,679,1,0,benign,benign
8,0,0,268,0.1,0.9,malignant,malignant
8,0,0,27,1,0,benign,benign
8,0,0,133,1,0,benign,benign
8,0,0,300,0,1,malignant,malignant
8,0,0,472,0.9,0.1,benign,benign
8,0,0,387,1,0,benign,benign
8,0,0,586,0,1,malignant,malignant
8,0,0,313,1,0,benign,benign
8,0,0,510,1,0,benign,benign
8,0,0,25,0.4,0.6,malignant,malignant
8,0,0,140,1,0,benign,benign
8,0,0,249,0.995745,0.004255,benign,benign
8,0,0,39,0.2,0.8,malignant,malignant
8,0,0,445,1,0,benign,benign
8,0,0,324,1,0,benign,benign
8,0,0,63,0.5,0.5,benign,malignant
8,0,0,78,1,0,benign,benign
8,0,0,471,0.9,0.1,benign,benign
8,0,0,456,0,1,malignant,malignant
8,0,0,287,1,0,benign,benign
8,0,0,473,1,0,benign,benign
8,0,0,284,0,1,malignant,malignant
8,0,0,558,1,0,benign,benign
8,0,0,28,1,0,benign,benign
8,0,0,12,0.3,0.7,malignant,malignant
8,0,0,8,1,0,benign,benign
8,0,0,352,0,1,malignant,benign
8,0,0,166,0.1,0.9,malignant,malignant
8,0,0,225,1,0,benign,benign
8,0,0,58,0.7,0.3,benign,malignant
8,0,0,639,1,0,benign,benign
8,0,0,695,1,0,benign,benign
8,0,0,62,0.1,0.9,malignant,malignant
8,0,0,102,1,0,benign,benign
8,0,0,121,1,0,benign,benign
8,0,0,221,0,1,malignant,malignant
8,0,0,338,1,0,benign,benign
8,0,0,682,1,0,benign,benign
8,0,1,153,1,0,benign,benign
8,0,1,253,0.1,0.9,malignant,malignant
8,0,1,110,0.8,0.2,benign,benign
8,0,1,41,0.2,0.8,malignant,malignant
8,0,1,481,0.7,0.3,benign,benign
8,0,1,520,1,0,benign,benign
8,0,1,187,0,1,malignant,malignant
8,0,1,7,1,0,benign,benign
8,0,1,271,1,0,benign,benign
8,0,1,84,0.1,0.9,malignant,malignant
8,0,1,589,1,0,benign,benign
8,0,1,540,1,0,benign,benign
8,0,1,179,0.3,0.7,malignant,malignant
8,0,1,135,0.8,0.2,benign,benign
8,0,1,461,1,0,benign,benign
8,0,1,98,0.2,0.8,malignant,malignant
8,0,1,560,1,0,benign,benign
8,0,1,207,1,0,benign,benign
8,0,1,142,0,1,malignant,malignant
8,0,1,411,1,0,benign,benign
8,0,1,504,1,0,benign,benign
8,0,1,326,0.5,0.5,benign,malignant
8,0,1,79,1,0,benign,benign
8,0,1,526,1,0,benign,benign
8,0,1,328,0.2,0.8,malignant,malignant
8,0,1,401,1,0,benign,benign
8,0,1,172,1,0,benign,benign
8,0,1,658,0,1,malignant,malignant
8,0,1,392,1,0,benign,benign
8,0,1,646,1,0,benign,benign
8,0,1,530,0.4,0.6,malignant,malignant
8,0,1,679,1,0,benign,benign
8,0,1,268,0.1,0.9,malignant,malignant
8,0,1,27,1,0,benign,benign
8,0,1,133,1,0,benign,benign
8,0,1,300,0.3,0.7,malignant,malignant
8,0,1,472,1,0,benign,benign
8,0,1,387,0.6,0.4,benign,benign
8,0,1,586,0,1,malignant,malignant
8,0,1,313,1,0,benign,benign
8,0,1,510,1,0,benign,benign
8,0,1,25,0.6,0.4,benign,malignant
8,0,1,140,1,0,benign,benign
8,0,1,249,1,0,benign,benign
8,0,1,39,0.3,0.7,malignant,malignant
8,0,1,445,1,0,benign,benign
8,0,1,324,1,0,benign,benign
8,0,1,63,0.4,0.6,malignant,malignant
8,0,1,78,1,0,benign,benign
8,0,1,471,1,0,benign,benign
8,0,1,456,0,1,malignant,malignant
8,0,1,287,1,0,benign,benign
8,0,1,473,1,0,benign,benign
8,0,1,284,0.1,0.9,malignant,malignant
8,0,1,558,1,0,benign,benign
8,0,1,28,1,0,benign,benign
8,0,1,12,0,1,malignant,malignant
8,0,1,8,1,0,benign,benign
8,0,1,352,0.1,0.9,malignant,benign
8,0,1,166,0.1,0.9,malignant,malignant
8,0,1,225,1,0,benign,benign
8,0,1,58,0.7,0.3,benign,malignant
8,0,1,639,1,0,benign,benign
8,0,1,695,1,0,benign,benign
8,0,1,62,0,1,malignant,malignant
8,0,1,102,1,0,benign,benign
8,0,1,121,1,0,benign,benign
8,0,1,221,0.2,0.8,malignant,malignant
8,0,1,338,1,0,benign,benign
8,0,1,682,1,0,benign,benign
8,0,2,153,1,0,benign,benign
8,0,2,253,0,1,malignant,malignant
8,0,2,110,0.5,0.5,benign,benign
8,0,2,41,0.2,0.8,malignant,malignant
8,0,2,481,1,0,benign,benign
8,0,2,520,1,0,benign,benign
8,0,2,187,0,1,malignant,malignant
8,0,2,7,1,0,benign,benign
8,0,2,271,1,0,benign,benign
8,0,2,84,0,1,malignant,malignant
8,0,2,589,1,0,benign,benign
8,0,2,540,1,0,benign,benign
8,0,2,179,0.5,0.5,benign,malignant
8,0,2,135,0.9,0.1,benign,benign
8,0,2,461,0.9,0.1,benign,benign
8,0,2,98,0,1,malignant,malignant
8,0,2,560,1,0,benign,benign
8,0,2,207,1,0,benign,benign
8,0,2,142,0.1,0.9,malignant,malignant
8,0,2,411,0.977505,0.022495,benign,benign
8,0,2,504,1,0,benign,benign
8,0,2,326,0.6,0.4,benign,malignant
8,0,2,79,1,0,benign,benign
8,0,2,526,1,0,benign,benign
8,0,2,328,0.1,0.9,malignant,malignant
8,0,2,401,1,0,benign,benign
8,0,2,172,1,0,benign,benign
8,0,2,658,0,1,malignant,malignant
8,0,2,392,1,0,benign,benign
8,0,2,646,1,0,benign,benign
8,0,2,530,0.6,0.4,benign,malignant
8,0,2,679,1,0,benign,benign
8,0,2,268,0.1,0.9,malignant,malignant
8,0,2,27,1,0,benign,benign
8,0,2,133,0.9,0.1,benign,benign
8,0,2,300,0.2,0.8,malignant,malignant
8,0,2,472,1,0,benign,benign
8,0,2,387,0.4,0.6,malignant,benign
8,0,2,586,0,1,malignant,malignant
8,0,2,313,1,0,benign,benign
8,0,2,510,1,0,benign,benign
8,0,2,25,0.5,0.5,benign,malignant
8,0,2,140,1,0,benign,benign
8,0,2,249,0.977505,0.022495,benign,benign
8,0,2,39,0.1,0.9,malignant,malignant
8,0,2,445,1,0,benign,benign
8,0,2,324,1,0,benign,benign
8,0,2,63,0.1,0.9,malignant,malignant
8,0,2,78,0.9,0.1,benign,benign
8,0,2,471,1,0,benign,benign
8,0,2,456,0,1,malignant,malignant
8,0,2,287,1,0,benign,benign
8,0,2,473,1,0,benign,benign
8,0,2,284,0.2,0.8,malignant,malignant
8,0,2,558,1,0,benign,benign
8,0,2,28,1,0,benign,benign
8,0,2,12,0.4,0.6,malignant,malignant
8,0,2,8,1,0,benign,benign
8,0,2,352,0,1,malignant,benign
8,0,2,166,0.1,0.9,malignant,malignant
8,0,2,225,1,0,benign,benign
8,0,2,58,0.2,0.8,malignant,malignant
8,0,2,639,1,0,benign,benign
8,0,2,695,1,0,benign,benign
8,0,2,62,0,1,malignant,malignant
8,0,2,102,1,0,benign,benign
8,0,2,121,1,0,benign,benign
8,0,2,221,0.3,0.7,malignant,malignant
8,0,2,338,1,0,benign,benign
8,0,2,682,0.9,0.1,benign,benign
8,0,3,153,1,0,benign,benign
8,0,3,253,0,1,malignant,malignant
8,0,3,110,0.7,0.3,benign,benign
8,0,3,41,0.3,0.7,malignant,malignant
8,0,3,481,1,0,benign,benign
8,0,3,520,1,0,benign,benign
8,0,3,187,0,1,malignant,malignant
8,0,3,7,1,0,benign,benign
8,0,3,271,1,0,benign,benign
8,0,3,84,0,1,malignant,malignant
8,0,3,589,1,0,benign,benign
8,0,3,540,1,0,benign,benign
8,0,3,179,0.5,0.5,benign,malignant
8,0,3,135,0.9,0.1,benign,benign
8,0,3,461,1,0,benign,benign
8,0,3,98,0,1,malignant,malignant
8,0,3,560,1,0,benign,benign
8,0,3,207,1,0,benign,benign
8,0,3,142,0,1,malignant,malignant
8,0,3,411,0.99901,0.00099,benign,benign
8,0,3,504,1,0,benign,benign
8,0,3,326,0.4,0.6,malignant,malignant
8,0,3,79,1,0,benign,benign
8,0,3,526,1,0,benign,benign
8,0,3,328,0.1,0.9,malignant,malignant
8,0,3,401,1,0,benign,benign
8,0,3,172,1,0,benign,benign
8,0,3,658,0,1,malignant,malignant
8,0,3,392,1,0,benign,benign
8,0,3,646,1,0,benign,benign
8,0,3,530,0.5,0.5,benign,malignant
8,0,3,679,1,0,benign,benign
8,0,3,268,0,1,malignant,malignant
8,0,3,27,1,0,benign,benign
8,0,3,133,1,0,benign,benign
8,0,3,300,0.4,0.6,malignant,malignant
8,0,3,472,1,0,benign,benign
8,0,3,387,0.8,0.2,benign,benign
8,0,3,586,0,1,malignant,malignant
8,0,3,313,1,0,benign,benign
8,0,3,510,1,0,benign,benign
8,0,3,25,0.9,0.1,benign,malignant
8,0,3,140,1,0,benign,benign
8,0,3,249,0.99901,0.00099,benign,benign
8,0,3,39,0.1,0.9,malignant,malignant
8,0,3,445,1,0,benign,benign
8,0,3,324,1,0,benign,benign
8,0,3,63,0.8,0.2,benign,malignant
8,0,3,78,1,0,benign,benign
8,0,3,471,1,0,benign,benign
8,0,3,456,0,1,malignant,malignant
8,0,3,287,1,0,benign,benign
8,0,3,473,1,0,benign,benign
8,0,3,284,0,1,malignant,malignant
8,0,3,558,1,0,benign,benign
8,0,3,28,1,0,benign,benign
8,0,3,12,0.2,0.8,malignant,malignant
8,0,3,8,1,0,benign,benign
8,0,3,352,0.2,0.8,malignant,benign
8,0,3,166,0.1,0.9,malignant,malignant
8,0,3,225,1,0,benign,benign
8,0,3,58,0.5,0.5,benign,malignant
8,0,3,639,1,0,benign,benign
8,0,3,695,1,0,benign,benign
8,0,3,62,0.2,0.8,malignant,malignant
8,0,3,102,1,0,benign,benign
8,0,3,121,1,0,benign,benign
8,0,3,221,0,1,malignant,malignant
8,0,3,338,1,0,benign,benign
8,0,3,682,1,0,benign,benign
8,0,4,153,1,0,benign,benign
8,0,4,253,0,1,malignant,malignant
8,0,4,110,0.5,0.5,benign,benign
8,0,4,41,0.3,0.7,malignant,malignant
8,0,4,481,1,0,benign,benign
8,0,4,520,1,0,benign,benign
8,0,4,187,0,1,malignant,malignant
8,0,4,7,1,0,benign,benign
8,0,4,271,1,0,benign,benign
8,0,4,84,0,1,malignant,malignant
8,0,4,589,1,0,benign,benign
8,0,4,540,1,0,benign,benign
8,0,4,179,0.41044,0.58956,malignant,malignant
8,0,4,135,1,0,benign,benign
8,0,4,461,1,0,benign,benign
8,0,4,98,0.1,0.9,malignant,malignant
8,0,4,560,1,0,benign,benign
8,0,4,207,1,0,benign,benign
8,0,4,142,0,1,malignant,malignant
8,0,4,411,1,0,benign,benign
8,0,4,504,1,0,benign,benign
8,0,4,326,0.2,0.8,malignant,malignant
8,0,4,79,1,0,benign,benign
8,0,4,526,1,0,benign,benign
8,0,4,328,0.2,0.8,malignant,malignant
8,0,4,401,1,0,benign,benign
8,0,4,172,1,0,benign,benign
8,0,4,658,0,1,malignant,malignant
8,0,4,392,1,0,benign,benign
8,0,4,646,1,0,benign,benign
8,0,4,530,0.1,0.9,malignant,malignant
8,0,4,679,1,0,benign,benign
8,0,4,268,0,1,malignant,malignant
8,0,4,27,1,0,benign,benign
8,0,4,133,1,0,benign,benign
8,0,4,300,0.3,0.7,malignant,malignant
8,0,4,472,1,0,benign,benign
8,0,4,387,0.6,0.4,benign,benign
8,0,4,586,0,1,malignant,malignant
8,0,4,313,1,0,benign,benign
8,0,4,510,1,0,benign,benign
8,0,4,25,0.7,0.3,benign,malignant
8,0,4,140,1,0,benign,benign
8,0,4,249,1,0,benign,benign
8,0,4,39,0.1,0.9,malignant,malignant
8,0,4,445,1,0,benign,benign
8,0,4,324,1,0,benign,benign
8,0,4,63,0.4,0.6,malignant,malignant
8,0,4,78,1,0,benign,benign
8,0,4,471,1,0,benign,benign
8,0,4,456,0,1,malignant,malignant
8,0,4,287,1,0,benign,benign
8,0,4,473,1,0,benign,benign
8,0,4,284,0.1,0.9,malignant,malignant
8,0,4,558,1,0,benign,benign
8,0,4,28,1,0,benign,benign
8,0,4,12,0.1,0.9,malignant,malignant
8,0,4,8,1,0,benign,benign
8,0,4,352,0.1,0.9,malignant,benign
8,0,4,166,0.3,0.7,malignant,malignant
8,0,4,225,1,0,benign,benign
8,0,4,58,0.61044,0.38956,benign,malignant
8,0,4,639,1,0,benign,benign
8,0,4,695,1,0,benign,benign
8,0,4,62,0.1,0.9,malignant,malignant
8,0,4,102,1,0,benign,benign
8,0,4,121,1,0,benign,benign
8,0,4,221,0,1,malignant,malignant
8,0,4,338,1,0,benign,benign
8,0,4,682,1,0,benign,benign
8,0,5,153,1,0,benign,benign
8,0,5,253,0,1,malignant,malignant
8,0,5,110,0.7,0.3,benign,benign
8,0,5,41,0.1,0.9,malignant,malignant
8,0,5,481,0.8,0.2,benign,benign
8,0,5,520,1,0,benign,benign
8,0,5,187,0,1,malignant,malignant
8,0,5,7,1,0,benign,benign
8,0,5,271,1,0,benign,benign
8,0,5,84,0,1,malignant,malignant
8,0,5,589,1,0,benign,benign
8,0,5,540,1,0,benign,benign
8,0,5,179,0.5,0.5,benign,malignant
8,0,5,135,0.9,0.1,benign,benign
8,0,5,461,1,0,benign,benign
8,0,5,98,0.1,0.9,malignant,malignant
8,0,5,560,1,0,benign,benign
8,0,5,207,1,0,benign,benign
8,0,5,142,0,1,malignant,malignant
8,0,5,411,1,0,benign,benign
8,0,5,504,1,0,benign,benign
8,0,5,326,0.3,0.7,malignant,malignant
8,0,5,79,1,0,benign,benign
8,0,5,526,1,0,benign,benign
8,0,5,328,0,1,malignant,malignant
8,0,5,401,1,0,benign,benign
8,0,5,172,1,0,benign,benign
8,0,5,658,0,1,malignant,malignant
8,0,5,392,1,0,benign,benign
8,0,5,646,1,0,benign,benign
8,0,5,530,0.2,0.8,malignant,malignant
8,0,5,679,1,0,benign,benign
8,0,5,268,0,1,malignant,malignant
8,0,5,27,1,0,benign,benign
8,0,5,133,1,0,benign,benign
8,0,5,300,0.1,0.9,malignant,malignant
8,0,5,472,1,0,benign,benign
8,0,5,387,0.8,0.2,benign,benign
8,0,5,586,0,1,malignant,malignant
8,0,5,313,1,0,benign,benign
8,0,5,510,1,0,benign,benign
8,0,5,25,0.7,0.3,benign,malignant
8,0,5,140,1,0,benign,benign
8,0,5,249,1,0,benign,benign
8,0,5,39,0.1,0.9,malignant,malignant
8,0,5,445,1,0,benign,benign
8,0,5,324,1,0,benign,benign
8,0,5,63,0.6,0.4,benign,malignant
8,0,5,78,1,0,benign,benign
8,0,5,471,1,0,benign,benign
8,0,5,456,0,1,malignant,malignant
8,0,5,287,1,0,benign,benign
8,0,5,473,1,0,benign,benign
8,0,5,284,0,1,malignant,malignant
8,0,5,558,1,0,benign,benign
8,0,5,28,1,0,benign,benign
8,0,5,12,0.1,0.9,malignant,malignant
8,0,5,8,1,0,benign,benign
8,0,5,352,0.1,0.9,malignant,benign
8,0,5,166,0.1,0.9,malignant,malignant
8,0,5,225,1,0,benign,benign
8,0,5,58,0.3,0.7,malignant,malignant
8,0,5,639,1,0,benign,benign
8,0,5,695,1,0,benign,benign
8,0,5,62,0,1,malignant,malignant
8,0,5,102,1,0,benign,benign
8,0,5,121,1,0,benign,benign
8,0,5,221,0.1,0.9,malignant,malignant
8,0,5,338,1,0,benign,benign
8,0,5,682,1,0,benign,benign
8,0,6,153,1,0,benign,benign
8,0,6,253,0,1,malignant,malignant
8,0,6,110,0.9,0.1,benign,benign
8,0,6,41,0.2,0.8,malignant,malignant
8,0,6,481,1,0,benign,benign
8,0,6,520,1,0,benign,benign
8,0,6,187,0.2,0.8,malignant,malignant
8,0,6,7,1,0,benign,benign
8,0,6,271,1,0,benign,benign
8,0,6,84,0,1,malignant,malignant
8,0,6,589,1,0,benign,benign
8,0,6,540,1,0,benign,benign
8,0,6,179,0.7,0.3,benign,malignant
8,0,6,135,1,0,benign,benign
8,0,6,461,1,0,benign,benign
8,0,6,98,0,1,malignant,malignant
8,0,6,560,1,0,benign,benign
8,0,6,207,1,0,benign,benign
8,0,6,142,0,1,malignant,malignant
8,0,6,411,1,0,benign,benign
8,0,6,504,1,0,benign,benign
8,0,6,326,0.5,0.5,benign,malignant
8,0,6,79,1,0,benign,benign
8,0,6,526,1,0,benign,benign
8,0,6,328,0.4,0.6,malignant,malignant
8,0,6,401,1,0,benign,benign
8,0,6,172,1,0,benign,benign
8,0,6,658,0,1,malignant,malignant
8,0,6,392,1,0,benign,benign
8,0,6,646,1,0,benign,benign
8,0,6,530,0.2,0.8,malignant,malignant
8,0,6,679,1,0,benign,benign
8,0,6,268,0,1,malignant,malignant
8,0,6,27,1,0,benign,benign
8,0,6,133,1,0,benign,benign
8,0,6,300,0.1,0.9,malignant,malignant
8,0,6,472,1,0,benign,benign
8,0,6,387,0.9,0.1,benign,benign
8,0,6,586,0,1,malignant,malignant
8,0,6,313,1,0,benign,benign
8,0,6,510,1,0,benign,benign
8,0,6,25,0.7,0.3,benign,malignant
8,0,6,140,1,0,benign,benign
8,0,6,249,1,0,benign,benign
8,0,6,39,0.4,0.6,malignant,malignant
8,0,6,445,1,0,benign,benign
8,0,6,324,1,0,benign,benign
8,0,6,63,0.7,0.3,benign,malignant
8,0,6,78,1,0,benign,benign
8,0,6,471,1,0,benign,benign
8,0,6,456,0,1,malignant,malignant
8,0,6,287,1,0,benign,benign
8,0,6,473,1,0,benign,benign
8,0,6,284,0,1,malignant,malignant
8,0,6,558,1,0,benign,benign
8,0,6,28,1,0,benign,benign
8,0,6,12,0.2,0.8,malignant,malignant
8,0,6,8,1,0,benign,benign
8,0,6,352,0.320231,0.679769,malignant,benign
8,0,6,166,0.3,0.7,malignant,malignant
8,0,6,225,1,0,benign,benign
8,0,6,58,0.1,0.9,malignant,malignant
8,0,6,639,1,0,benign,benign
8,0,6,695,1,0,benign,benign
8,0,6,62,0,1,malignant,malignant
8,0,6,102,1,0,benign,benign
8,0,6,121,0.9,0.1,benign,benign
8,0,6,221,0,1,malignant,malignant
8,0,6,338,1,0,benign,benign
8,0,6,682,1,0,benign,benign
8,0,7,153,0.996119,0.003881,benign,benign
8,0,7,253,0,1,malignant,malignant
8,0,7,110,0.7,0.3,benign,benign
8,0,7,41,0.1,0.9,malignant,malignant
8,0,7,481,1,0,benign,benign
8,0,7,520,1,0,benign,benign
8,0,7,187,0,1,malignant,malignant
8,0,7,7,1,0,benign,benign
8,0,7,271,1,0,benign,benign
8,0,7,84,0.1,0.9,malignant,malignant
8,0,7,589,1,0,benign,benign
8,0,7,540,1,0,benign,benign
8,0,7,179,0.8,0.2,benign,malignant
8,0,7,135,1,0,benign,benign
8,0,7,461,1,0,benign,benign
8,0,7,98,0,1,malignant,malignant
8,0,7,560,1,0,benign,benign
8,0,7,207,1,0,benign,benign
8,0,7,142,0,1,malignant,malignant
8,0,7,411,1,0,benign,benign
8,0,7,504,1,0,benign,benign
8,0,7,326,0.5,0.5,benign,malignant
8,0,7,79,1,0,benign,benign
8,0,7,526,1,0,benign,benign
8,0,7,328,0.2,0.8,malignant,malignant
8,0,7,401,1,0,benign,benign
8,0,7,172,1,0,benign,benign
8,0,7,658,0,1,malignant,malignant
8,0,7,392,1,0,benign,benign
8,0,7,646,1,0,benign,benign
8,0,7,530,0.2,0.8,malignant,malignant
8,0,7,679,1,0,benign,benign
8,0,7,268,0,1,malignant,malignant
8,0,7,27,1,0,benign,benign
8,0,7,133,1,0,benign,benign
8,0,7,300,0.1,0.9,malignant,malignant
8,0,7,472,1,0,benign,benign
8,0,7,387,0.9,0.1,benign,benign
8,0,7,586,0,1,malignant,malignant
8,0,7,313,1,0,benign,benign
8,0,7,510,1,0,benign,benign
8,0,7,25,0.5,0.5,benign,malignant
8,0,7,140,1,0,benign,benign
8,0,7,249,1,0,benign,benign
8,0,7,39,0.2,0.8,malignant,malignant
8,0,7,445,1,0,benign,benign
8,0,7,324,1,0,benign,benign
8,0,7,63,0.6,0.4,benign,malignant
8,0,7,78,1,0,benign,benign
8,0,7,471,1,0,benign,benign
8,0,7,456,0,1,malignant,malignant
8,0,7,287,1,0,benign,benign
8,0,7,473,1,0,benign,benign
8,0,7,284,0.2,0.8,malignant,malignant
8,0,7,558,1,0,benign,benign
8,0,7,28,1,0,benign,benign
8,0,7,12,0.6,0.4,benign,malignant
8,0,7,8,0.9,0.1,benign,benign
8,0,7,352,0.6,0.4,benign,benign
8,0,7,166,0.3,0.7,malignant,malignant
8,0,7,225,1,0,benign,benign
8,0,7,58,0.4,0.6,malignant,malignant
8,0,7,639,1,0,benign,benign
8,0,7,695,1,0,benign,benign
8,0,7,62,0,1,malignant,malignant
8,0,7,102,1,0,benign,benign
8,0,7,121,1,0,benign,benign
8,0,7,221,0,1,malignant,malignant
8,0,7,338,1,0,benign,benign
8,0,7,682,1,0,benign,benign
8,1,0,214,0,1,malignant,malignant
8,1,0,505,1,0,benign,benign
8,1,0,623,1,0,benign,benign
8,1,0,333,0.1,0.9,malignant,malignant
8,1,0,203,1,0,benign,benign
8,1,0,150,1,0,benign,benign
8,1,0,267,0.014835,0.985165,malignant,malignant
8,1,0,429,1,0,benign,benign
8,1,0,550,1,0,benign,benign
8,1,0,286,0,1,malignant,malignant
8,1,0,291,1,0,benign,benign
8,1,0,382,1,0,benign,benign
8,1,0,279,0,1,malignant,malignant
8,1,0,494,0.8,0.2,benign,benign
8,1,0,374,1,0,benign,benign
8,1,0,20,0.4,0.6,malignant,malignant
8,1,0,476,1,0,benign,benign
8,1,0,37,0.9,0.1,benign,benign
8,1,0,295,0,1,malignant,malignant
8,1,0,390,1,0,benign,benign
8,1,0,51,0.1,0.9,malignant,malignant
8,1,0,408,1,0,benign,benign
8,1,0,417,1,0,benign,benign
8,1,0,336,0,1,malignant,malignant
8,1,0,616,1,0,benign,benign
8,1,0,88,1,0,benign,benign
8,1,0,183,0,1,malignant,malignant
8,1,0,655,1,0,benign,benign
8,1,0,75,0.9,0.1,benign,benign
8,1,0,260,0,1,malignant,malignant
8,1,0,518,1,0,benign,benign
8,1,0,163,0.9,0.1,benign,benign
8,1,0,590,0.6,0.4,benign,malignant
8,1,0,597,1,0,benign,benign
8,1,0,409,1,0,benign,benign
8,1,0,112,0,1,malignant,malignant
8,1,0,10,1,0,benign,benign
8,1,0,428,1,0,benign,benign
8,1,0,18,0,1,malignant,malignant
8,1,0,332,0.8,0.2,benign,benign
8,1,0,599,0.8,0.2,benign,benign
8,1,0,514,0,1,malignant,malignant
8,1,0,355,1,0,benign,benign
8,1,0,141,1,0,benign,benign
8,1,0,626,0.014835,0.985165,malignant,malignant
8,1,0,652,1,0,benign,benign
8,1,0,402,0.8,0.2,benign,benign
8,1,0,65,0.6,0.4,benign,malignant
8,1,0,665,1,0,benign,benign
8,1,0,312,0.6,0.4,benign,malignant
8,1,0,258,1,0,benign,benign
8,1,0,443,1,0,benign,benign
8,1,0,489,0.7,0.3,benign,malignant
8,1,0,659,1,0,benign,benign
8,1,0,1,0.1,0.9,malignant,benign
8,1,0,87,0.014835,0.985165,malignant,malignant
8,1,0,248,1,0,benign,benign
8,1,0,677,1,0,benign,benign
8,1,0,412,0.1,0.9,malignant,malignant
8,1,0,532,1,0,benign,benign
8,1,0,689,1,0,benign,benign
8,1,0,546,0,1,malignant,malignant
8,1,0,306,1,0,benign,benign
8,1,0,378,1,0,benign,benign
8,1,0,603,0.6,0.4,benign,malignant
8,1,0,661,1,0,benign,benign
8,1,0,649,1,0,benign,benign
8,1,0,308,0.1,0.9,malignant,malignant
8,1,0,660,1,0,benign,benign
8,1,0,507,1,0,benign,benign
8,1,1,214,0,1,malignant,malignant
8,1,1,505,1,0,benign,benign
8,1,1,623,1,0,benign,benign
8,1,1,333,0.2,0.8,malignant,malignant
8,1,1,203,1,0,benign,benign
8,1,1,150,1,0,benign,benign
8,1,1,267,0.4,0.6,malignant,malignant
8,1,1,429,1,0,benign,benign
8,1,1,550,1,0,benign,benign
8,1,1,286,0,1,malignant,malignant
8,1,1,291,1,0,benign,benign
8,1,1,382,1,0,benign,benign
8,1,1,279,0,1,malignant,malignant
8,1,1,494,0.8,0.2,benign,benign
8,1,1,374,1,0,benign,benign
8,1,1,20,0.6,0.4,benign,malignant
8,1,1,476,1,0,benign,benign
8,1,1,37,0.9,0.1,benign,benign
8,1,1,295,0,1,malignant,malignant
8,1,1,390,1,0,benign,benign
8,1,1,51,0.2,0.8,malignant,malignant
8,1,1,408,1,0,benign,benign
8,1,1,417,1,0,benign,benign
8,1,1,336,0,1,malignant,malignant
8,1,1,616,1,0,benign,benign
8,1,1,88,1,0,benign,benign
8,1,1,183,0,1,malignant,malignant
8,1,1,655,1,0,benign,benign
8,1,1,75,0.8,0.2,benign,benign
8,1,1,260,0,1,malignant,malignant
8,1,1,518,1,0,benign,benign
8,1,1,163,1,0,benign,benign
8,1,1,590,0.2,0.8,malignant,malignant
8,1,1,597,0.9,0.1,benign,benign
8,1,1,409,1,0,benign,benign
8,1,1,112,0.1,0.9,malignant,malignant
8,1,1,10,1,0,benign,benign
8,1,1,428,1,0,benign,benign
8,1,1,18,0,1,malignant,malignant
8,1,1,332,1,0,benign,benign
8,1,1,599,0.9,0.1,benign,benign
8,1,1,514,0,1,malignant,malignant
8,1,1,355,1,0,benign,benign
8,1,1,141,1,0,benign,benign
8,1,1,626,0.1,0.9,malignant,malignant
8,1,1,652,1,0,benign,benign
8,1,1,402,0.9,0.1,benign,benign
8,1,1,65,0.5,0.5,malignant,malignant
8,1,1,665,1,0,benign,benign
8,1,1,312,0.2,0.8,malignant,malignant
8,1,1,258,1,0,benign,benign
8,1,1,443,1,0,benign,benign
8,1,1,489,0.9,0.1,benign,malignant
8,1,1,659,1,0,benign,benign
8,1,1,1,0.2,0.8,malignant,benign
8,1,1,87,0,1,malignant,malignant
8,1,1,248,0.8,0.2,benign,benign
8,1,1,677,1,0,benign,benign
8,1,1,412,0.1,0.9,malignant,malignant
8,1,1,532,1,0,benign,benign
8,1,1,689,1,0,benign,benign
8,1,1,546,0,1,malignant,malignant
8,1,1,306,1,0,benign,benign
8,1,1,378,1,0,benign,benign
8,1,1,603,0.3,0.7,malignant,malignant
8,1,1,661,1,0,benign,benign
8,1,1,649,1,0,benign,benign
8,1,1,308,0.1,0.9,malignant,malignant
8,1,1,660,1,0,benign,benign
8,1,1,507,1,0,benign,benign
8,1,2,214,0,1,malignant,malignant
8,1,2,505,1,0,benign,benign
8,1,2,623,1,0,benign,benign
8,1,2,333,0.1,0.9,malignant,malignant
8,1,2,203,1,0,benign,benign
8,1,2,150,1,0,benign,benign
8,1,2,267,0.2,0.8,malignant,malignant
8,1,2,429,1,0,benign,benign
8,1,2,550,1,0,benign,benign
8,1,2,286,0,1,malignant,malignant
8,1,2,291,1,0,benign,benign
8,1,2,382,1,0,benign,benign
8,1,2,279,0,1,malignant,malignant
8,1,2,494,0.9,0.1,benign,benign
8,1,2,374,1,0,benign,benign
8,1,2,20,0.4,0.6,malignant,malignant
8,1,2,476,1,0,benign,benign
8,1,2,37,0.8,0.2,benign,benign
8,1,2,295,0,1,malignant,malignant
8,1,2,390,1,0,benign,benign
8,1,2,51,0.2,0.8,malignant,malignant
8,1,2,408,1,0,benign,benign
8,1,2,417,1,0,benign,benign
8,1,2,336,0,1,malignant,malignant
8,1,2,616,1,0,benign,benign
8,1,2,88,1,0,benign,benign
8,1,2,183,0,1,malignant,malignant
8,1,2,655,1,0,benign,benign
8,1,2,75,0.9,0.1,benign,benign
8,1,2,260,0,1,malignant,malignant
8,1,2,518,1,0,benign,benign
8,1,2,163,0.9,0.1,benign,benign
8,1,2,590,0.4,0.6,malignant,malignant
8,1,2,597,1,0,benign,benign
8,1,2,409,1,0,benign,benign
8,1,2,112,0.2,0.8,malignant,malignant
8,1,2,10,1,0,benign,benign
8,1,2,428,1,0,benign,benign
8,1,2,18,0.1,0.9,malignant,malignant
8,1,2,332,1,0,benign,benign
8,1,2,599,0.9,0.1,benign,benign
8,1,2,514,0,1,malignant,malignant
8,1,2,355,1,0,benign,benign
8,1,2,141,1,0,benign,benign
8,1,2,626,0,1,malignant,malignant
8,1,2,652,1,0,benign,benign
8,1,2,402,0.8,0.2,benign,benign
8,1,2,65,0.6,0.4,benign,malignant
8,1,2,665,1,0,benign,benign
8,1,2,312,0.2,0.8,malignant,malignant
8,1,2,258,1,0,benign,benign
8,1,2,443,1,0,benign,benign
8,1,2,489,0.7,0.3,benign,malignant
8,1,2,659,1,0,benign,benign
8,1,2,1,0.4,0.6,malignant,benign
8,1,2,87,0,1,malignant,malignant
8,1,2,248,0.7,0.3,benign,benign
8,1,2,677,1,0,benign,benign
8,1,2,412,0,1,malignant,malignant
8,1,2,532,1,0,benign,benign
8,1,2,689,0.9,0.1,benign,benign
8,1,2,546,0,1,malignant,malignant
8,1,2,306,1,0,benign,benign
8,1,2,378,1,0,benign,benign
8,1,2,603,0.5,0.5,benign,malignant
8,1,2,661,1,0,benign,benign
8,1,2,649,1,0,benign,benign
8,1,2,308,0.1,0.9,malignant,malignant
8,1,2,660,1,0,benign,benign
8,1,2,507,1,0,benign,benign
8,1,3,214,0,1,malignant,malignant
8,1,3,505,1,0,benign,benign
8,1,3,623,1,0,benign,benign
8,1,3,333,0,1,malignant,malignant
8,1,3,203,1,0,benign,benign
8,1,3,150,1,0,benign,benign
8,1,3,267,0,1,malignant,malignant
8,1,3,429,1,0,benign,benign
8,1,3,550,1,0,benign,benign
8,1,3,286,0,1,malignant,malignant
8,1,3,291,1,0,benign,benign
8,1,3,382,1,0,benign,benign
8,1,3,279,0.1,0.9,malignant,malignant
8,1,3,494,1,0,benign,benign
8,1,3,374,1,0,benign,benign
8,1,3,20,0.4,0.6,malignant,malignant
8,1,3,476,1,0,benign,benign
8,1,3,37,0.9,0.1,benign,benign
8,1,3,295,0,1,malignant,malignant
8,1,3,390,1,0,benign,benign
8,1,3,51,0.2,0.8,malignant,malignant
8,1,3,408,1,0,benign,benign
8,1,3,417,1,0,benign,benign
8,1,3,336,0,1,malignant,malignant
8,1,3,616,1,0,benign,benign
8,1,3,88,1,0,benign,benign
8,1,3,183,0,1,malignant,malignant
8,1,3,655,1,0,benign,benign
8,1,3,75,0.9,0.1,benign,benign
8,1,3,260,0,1,malignant,malignant
8,1,3,518,1,0,benign,benign
8,1,3,163,0.9,0.1,benign,benign
8,1,3,590,0.3,0.7,malignant,malignant
8,1,3,597,1,0,benign,benign
8,1,3,409,1,0,benign,benign
8,1,3,112,0.1,0.9,malignant,malignant
8,1,3,10,1,0,benign,benign
8,1,3,428,1,0,benign,benign
8,1,3,18,0,1,malignant,malignant
8,1,3,332,1,0,benign,benign
8,1,3,599,1,0,benign,benign
8,1,3,514,0,1,malignant,malignant
8,1,3,355,1,0,benign,benign
8,1,3,141,1,0,benign,benign
8,1,3,626,0.3,0.7,malignant,malignant
8,1,3,652,1,0,benign,benign
8,1,3,402,0.9,0.1,benign,benign
8,1,3,65,0.6,0.4,benign,malignant
8,1,3,665,1,0,benign,benign
8,1,3,312,0.2,0.8,malignant,malignant
8,1,3,258,1,0,benign,benign
8,1,3,443,1,0,benign,benign
8,1,3,489,0.8,0.2,benign,malignant
8,1,3,659,1,0,benign,benign
8,1,3,1,0,1,malignant,benign
8,1,3,87,0,1,malignant,malignant
8,1,3,248,0.8,0.2,benign,benign
8,1,3,677,1,0,benign,benign
8,1,3,412,0,1,malignant,malignant
8,1,3,532,1,0,benign,benign
8,1,3,689,1,0,benign,benign
8,1,3,546,0,1,malignant,malignant
8,1,3,306,1,0,benign,benign
8,1,3,378,1,0,benign,benign
8,1,3,603,0.5,0.5,benign,malignant
8,1,3,661,1,0,benign,benign
8,1,3,649,1,0,benign,benign
8,1,3,308,0.2,0.8,malignant,malignant
8,1,3,660,1,0,benign,benign
8,1,3,507,1,0,benign,benign
8,1,4,214,0,1,malignant,malignant
8,1,4,505,0.9,0.1,benign,benign
8,1,4,623,1,0,benign,benign
8,1,4,333,0,1,malignant,malignant
8,1,4,203,1,0,benign,benign
8,1,4,150,1,0,benign,benign
8,1,4,267,0.1,0.9,malignant,malignant
8,1,4,429,1,0,benign,benign
8,1,4,550,1,0,benign,benign
8,1,4,286,0,1,malignant,malignant
8,1,4,291,1,0,benign,benign
8,1,4,382,1,0,benign,benign
8,1,4,279,0,1,malignant,malignant
8,1,4,494,0.8,0.2,benign,benign
8,1,4,374,1,0,benign,benign
8,1,4,20,0.3,0.7,malignant,malignant
8,1,4,476,1,0,benign,benign
8,1,4,37,0.7,0.3,benign,benign
8,1,4,295,0,1,malignant,malignant
8,1,4,390,1,0,benign,benign
8,1,4,51,0.1,0.9,malignant,malignant
8,1,4,408,0.8,0.2,benign,benign
8,1,4,417,1,0,benign,benign
8,1,4,336,0,1,malignant,malignant
8,1,4,616,1,0,benign,benign
8,1,4,88,1,0,benign,benign
8,1,4,183,0,1,malignant,malignant
8,1,4,655,1,0,benign,benign
8,1,4,75,0.9,0.1,benign,benign
8,1,4,260,0,1,malignant,malignant
8,1,4,518,1,0,benign,benign
8,1,4,163,0.9,0.1,benign,benign
8,1,4,590,0.1,0.9,malignant,malignant
8,1,4,597,0.9,0.1,benign,benign
8,1,4,409,1,0,benign,benign
8,1,4,112,0,1,malignant,malignant
8,1,4,10,1,0,benign,benign
8,1,4,428,1,0,benign,benign
8,1,4,18,0,1,malignant,malignant
8,1,4,332,1,0,benign,benign
8,1,4,599,1,0,benign,benign
8,1,4,514,0,1,malignant,malignant
8,1,4,355,1,0,benign,benign
8,1,4,141,1,0,benign,benign
8,1,4,626,0,1,malignant,malignant
8,1,4,652,1,0,benign,benign
8,1,4,402,0.9,0.1,benign,benign
8,1,4,65,0.5,0.5,benign,malignant
8,1,4,665,1,0,benign,benign
8,1,4,312,0.2,0.8,malignant,malignant
8,1,4,258,1,0,benign,benign
8,1,4,443,1,0,benign,benign
8,1,4,489,0.6,0.4,benign,malignant
8,1,4,659,1,0,benign,benign
8,1,4,1,0.1,0.9,malignant,benign
8,1,4,87,0,1,malignant,malignant
8,1,4,248,0.8,0.2,benign,benign
8,1,4,677,1,0,benign,benign
8,1,4,412,0,1,malignant,malignant
8,1,4,532,1,0,benign,benign
8,1,4,689,0.9,0.1,benign,benign
8,1,4,546,0,1,malignant,malignant
8,1,4,306,1,0,benign,benign
8,1,4,378,1,0,benign,benign
8,1,4,603,0.1,0.9,malignant,malignant
8,1,4,661,1,0,benign,benign
8,1,4,649,1,0,benign,benign
8,1,4,308,0.1,0.9,malignant,malignant
8,1,4,660,1,0,benign,benign
8,1,4,507,1,0,benign,benign
8,1,5,214,0,1,malignant,malignant
8,1,5,505,1,0,benign,benign
8,1,5,623,1,0,benign,benign
8,1,5,333,0.1,0.9,malignant,malignant
8,1,5,203,1,0,benign,benign
8,1,5,150,1,0,benign,benign
8,1,5,267,0,1,malignant,malignant
8,1,5,429,1,0,benign,benign
8,1,5,550,1,0,benign,benign
8,1,5,286,0,1,malignant,malignant
8,1,5,291,1,0,benign,benign
8,1,5,382,1,0,benign,benign
8,1,5,279,0,1,malignant,malignant
8,1,5,494,0.8,0.2,benign,benign
8,1,5,374,1,0,benign,benign
8,1,5,20,0.2,0.8,malignant,malignant
8,1,5,476,1,0,benign,benign
8,1,5,37,0.6,0.4,benign,benign
8,1,5,295,0.1,0.9,malignant,malignant
8,1,5,390,1,0,benign,benign
8,1,5,51,0.5,0.5,benign,malignant
8,1,5,408,1,0,benign,benign
8,1,5,417,1,0,benign,benign
8,1,5,336,0.1,0.9,malignant,malignant
8,1,5,616,1,0,benign,benign
8,1,5,88,1,0,benign,benign
8,1,5,183,0,1,malignant,malignant
8,1,5,655,1,0,benign,benign
8,1,5,75,0.9,0.1,benign,benign
8,1,5,260,0,1,malignant,malignant
8,1,5,518,1,0,benign,benign
8,1,5,163,0.9,0.1,benign,benign
8,1,5,590,0.2,0.8,malignant,malignant
8,1,5,597,1,0,benign,benign
8,1,5,409,1,0,benign,benign
8,1,5,112,0,1,malignant,malignant
8,1,5,10,1,0,benign,benign
8,1,5,428,1,0,benign,benign
8,1,5,18,0,1,malignant,malignant
8,1,5,332,1,0,benign,benign
8,1,5,599,1,0,benign,benign
8,1,5,514,0,1,malignant,malignant
8,1,5,355,1,0,benign,benign
8,1,5,141,1,0,benign,benign
8,1,5,626,0.098,0.902,malignant,malignant
8,1,5,652,1,0,benign,benign
8,1,5,402,0.823636,0.176364,benign,benign
8,1,5,65,0.3,0.7,malignant,malignant
8,1,5,665,1,0,benign,benign
8,1,5,312,0.1,0.9,malignant,malignant
8,1,5,258,1,0,benign,benign
8,1,5,443,1,0,benign,benign
8,1,5,489,0.6,0.4,benign,malignant
8,1,5,659,1,0,benign,benign
8,1,5,1,0.3,0.7,malignant,benign
8,1,5,87,0,1,malignant,malignant
8,1,5,248,0.9,0.1,benign,benign
8,1,5,677,1,0,benign,benign
8,1,5,412,0,1,malignant,malignant
8,1,5,532,1,0,benign,benign
8,1,5,689,0.9,0.1,benign,benign
8,1,5,546,0,1,malignant,malignant
8,1,5,306,1,0,benign,benign
8,1,5,378,1,0,benign,benign
8,1,5,603,0.4,0.6,malignant,malignant
8,1,5,661,1,0,benign,benign
8,1,5,649,1,0,benign,benign
8,1,5,308,0,1,malignant,malignant
8,1,5,660,1,0,benign,benign
8,1,5,507,1,0,benign,benign
8,1,6,214,0,1,malignant,malignant
8,1,6,505,1,0,benign,benign
8,1,6,623,1,0,benign,benign
8,1,6,333,0.2,0.8,malignant,malignant
8,1,6,203,1,0,benign,benign
8,1,6,150,1,0,benign,benign
8,1,6,267,0,1,malignant,malignant
8,1,6,429,1,0,benign,benign
8,1,6,550,1,0,benign,benign
8,1,6,286,0,1,malignant,malignant
8,1,6,291,1,0,benign,benign
8,1,6,382,1,0,benign,benign
8,1,6,279,0,1,malignant,malignant
8,1,6,494,0.5,0.5,benign,benign
8,1,6,374,1,0,benign,benign
8,1,6,20,0.3,0.7,malignant,malignant
8,1,6,476,1,0,benign,benign
8,1,6,37,0.8,0.2,benign,benign
8,1,6,295,0,1,malignant,malignant
8,1,6,390,1,0,benign,benign
8,1,6,51,0.5,0.5,benign,malignant
8,1,6,408,0.9,0.1,benign,benign
8,1,6,417,1,0,benign,benign
8,1,6,336,0.3,0.7,malignant,malignant
8,1,6,616,1,0,benign,benign
8,1,6,88,1,0,benign,benign
8,1,6,183,0,1,malignant,malignant
8,1,6,655,1,0,benign,benign
8,1,6,75,0.9,0.1,benign,benign
8,1,6,260,0,1,malignant,malignant
8,1,6,518,1,0,benign,benign
8,1,6,163,1,0,benign,benign
8,1,6,590,0.2,0.8,malignant,malignant
8,1,6,597,1,0,benign,benign
8,1,6,409,1,0,benign,benign
8,1,6,112,0,1,malignant,malignant
8,1,6,10,1,0,benign,benign
8,1,6,428,1,0,benign,benign
8,1,6,18,0,1,malignant,malignant
8,1,6,332,1,0,benign,benign
8,1,6,599,1,0,benign,benign
8,1,6,514,0.1,0.9,malignant,malignant
8,1,6,355,1,0,benign,benign
8,1,6,141,1,0,benign,benign
8,1,6,626,0.129983,0.870017,malignant,malignant
8,1,6,652,1,0,benign,benign
8,1,6,402,1,0,benign,benign
8,1,6,65,0.4,0.6,malignant,malignant
8,1,6,665,1,0,benign,benign
8,1,6,312,0.1,0.9,malignant,malignant
8,1,6,258,1,0,benign,benign
8,1,6,443,1,0,benign,benign
8,1,6,489,0.6,0.4,benign,malignant
8,1,6,659,1,0,benign,benign
8,1,6,1,0.3,0.7,malignant,benign
8,1,6,87,0,1,malignant,malignant
8,1,6,248,1,0,benign,benign
8,1,6,677,1,0,benign,benign
8,1,6,412,0,1,malignant,malignant
8,1,6,532,1,0,benign,benign
8,1,6,689,1,0,benign,benign
8,1,6,546,0,1,malignant,malignant
8,1,6,306,1,0,benign,benign
8,1,6,378,1,0,benign,benign
8,1,6,603,0.3,0.7,malignant,malignant
8,1,6,661,1,0,benign,benign
8,1,6,649,1,0,benign,benign
8,1,6,308,0.1,0.9,malignant,malignant
8,1,6,660,1,0,benign,benign
8,1,6,507,1,0,benign,benign
8,1,7,214,0,1,malignant,malignant
8,1,7,505,1,0,benign,benign
8,1,7,623,1,0,benign,benign
8,1,7,333,0.1,0.9,malignant,malignant
8,1,7,203,1,0,benign,benign
8,1,7,150,1,0,benign,benign
8,1,7,267,0,1,malignant,malignant
8,1,7,429,1,0,benign,benign
8,1,7,550,1,0,benign,benign
8,1,7,286,0,1,malignant,malignant
8,1,7,291,1,0,benign,benign
8,1,7,382,1,0,benign,benign
8,1,7,279,0,1,malignant,malignant
8,1,7,494,0.3,0.7,malignant,benign
8,1,7,374,1,0,benign,benign
8,1,7,20,0.3,0.7,malignant,malignant
8,1,7,476,1,0,benign,benign
8,1,7,37,0.9,0.1,benign,benign
8,1,7,295,0.1,0.9,malignant,malignant
8,1,7,390,1,0,benign,benign
8,1,7,51,0.3,0.7,malignant,malignant
8,1,7,408,1,0,benign,benign
8,1,7,417,1,0,benign,benign
8,1,7,336,0.2,0.8,malignant,malignant
8,1,7,616,1,0,benign,benign
8,1,7,88,1,0,benign,benign
8,1,7,183,0,1,malignant,malignant
8,1,7,655,1,0,benign,benign
8,1,7,75,1,0,benign,benign
8,1,7,260,0,1,malignant,malignant
8,1,7,518,1,0,benign,benign
8,1,7,163,0.9,0.1,benign,benign
8,1,7,590,0.1,0.9,malignant,malignant
8,1,7,597,1,0,benign,benign
8,1,7,409,1,0,benign,benign
8,1,7,112,0.1,0.9,malignant,malignant
8,1,7,10,1,0,benign,benign
8,1,7,428,1,0,benign,benign
8,1,7,18,0,1,malignant,malignant
8,1,7,332,1,0,benign,benign
8,1,7,599,1,0,benign,benign
8,1,7,514,0.2,0.8,malignant,malignant
8,1,7,355,1,0,benign,benign
8,1,7,141,1,0,benign,benign
8,1,7,626,0.2,0.8,malignant,malignant
8,1,7,652,1,0,benign,benign
8,1,7,402,1,0,benign,benign
8,1,7,65,0.5,0.5,benign,malignant
8,1,7,665,1,0,benign,benign
8,1,7,312,0.1,0.9,malignant,malignant
8,1,7,258,1,0,benign,benign
8,1,7,443,1,0,benign,benign
8,1,7,489,0.8,0.2,benign,malignant
8,1,7,659,1,0,benign,benign
8,1,7,1,0.2,0.8,malignant,benign
8,1,7,87,0.1,0.9,malignant,malignant
8,1,7,248,1,0,benign,benign
8,1,7,677,1,0,benign,benign
8,1,7,412,0,1,malignant,malignant
8,1,7,532,1,0,benign,benign
8,1,7,689,1,0,benign,benign
8,1,7,546,0,1,malignant,malignant
8,1,7,306,1,0,benign,benign
8,1,7,378,0.9,0.1,benign,benign
8,1,7,603,0.3,0.7,malignant,malignant
8,1,7,661,1,0,benign,benign
8,1,7,649,1,0,benign,benign
8,1,7,308,0.1,0.9,malignant,malignant
8,1,7,660,1,0,benign,benign
8,1,7,507,1,0,benign,benign
8,2,0,608,0.1,0.9,malignant,malignant
8,2,0,536,1,0,benign,benign
8,2,0,630,0.7,0.3,benign,benign
8,2,0,57,0.4,0.6,malignant,malignant
8,2,0,423,1,0,benign,benign
8,2,0,447,1,0,benign,benign
8,2,0,356,0.2,0.8,malignant,malignant
8,2,0,459,1,0,benign,benign
8,2,0,200,0,1,malignant,malignant
8,2,0,441,0.7,0.3,benign,benign
8,2,0,342,1,0,benign,benign
8,2,0,488,0.6,0.4,benign,malignant
8,2,0,415,0.9,0.1,benign,benign
8,2,0,245,1,0,benign,benign
8,2,0,487,0,1,malignant,malignant
8,2,0,690,1,0,benign,benign
8,2,0,606,1,0,benign,benign
8,2,0,427,0.2,0.8,malignant,malignant
8,2,0,196,0,1,malignant,benign
8,2,0,557,1,0,benign,benign
8,2,0,173,0,1,malignant,malignant
8,2,0,672,1,0,benign,benign
8,2,0,622,1,0,benign,benign
8,2,0,103,0.1,0.9,malignant,malignant
8,2,0,130,1,0,benign,benign
8,2,0,413,1,0,benign,benign
8,2,0,636,0.5,0.5,benign,malignant
8,2,0,511,1,0,benign,benign
8,2,0,364,1,0,benign,benign
8,2,0,506,0,1,malignant,malignant
8,2,0,311,1,0,benign,benign
8,2,0,244,1,0,benign,benign
8,2,0,188,0,1,malignant,malignant
8,2,0,369,1,0,benign,benign
8,2,0,614,1,0,benign,benign
8,2,0,466,0,1,malignant,malignant
8,2,0,2,1,0,benign,benign
8,2,0,44,0.5,0.5,benign,malignant
8,2,0,539,1,0,benign,benign
8,2,0,420,0.9,0.1,benign,benign
8,2,0,146,0.114835,0.885165,malignant,malignant
8,2,0,675,1,0,benign,benign
8,2,0,492,1,0,benign,benign
8,2,0,224,0,1,malignant,malignant
8,2,0,394,0.9,0.1,benign,benign
8,2,0,322,1,0,benign,benign
8,2,0,317,0,1,malignant,malignant
8,2,0,543,1,0,benign,benign
8,2,0,556,0.9,0.1,benign,benign
8,2,0,105,0.2,0.8,malignant,malignant
8,2,0,410,1,0,benign,benign
8,2,0,94,1,0,benign,benign
8,2,0,184,0,1,malignant,malignant
8,2,0,564,1,0,benign,benign
8,2,0,464,1,0,benign,benign
8,2,0,320,0,1,malignant,malignant
8,2,0,131,1,0,benign,benign
8,2,0,256,1,0,benign,benign
8,2,0,151,0,1,malignant,malignant
8,2,0,551,1,0,benign,benign
8,2,0,525,1,0,benign,benign
8,2,0,425,0.1,0.9,malignant,malignant
8,2,0,521,1,0,benign,benign
8,2,0,3,0,1,malignant,benign
8,2,0,38,0,1,malignant,malignant
8,2,0,170,1,0,benign,benign
8,2,0,59,0.3,0.7,malignant,malignant
8,2,0,637,0.7,0.3,benign,benign
8,2,0,478,0.9,0.1,benign,benign
8,2,0,50,0.2,0.8,malignant,malignant
8,2,1,608,0,1,malignant,malignant
8,2,1,536,1,0,benign,benign
8,2,1,630,0.7,0.3,benign,benign
8,2,1,57,0.3,0.7,malignant,malignant
8,2,1,423,0.8,0.2,benign,benign
8,2,1,447,1,0,benign,benign
8,2,1,356,0.6,0.4,benign,malignant
8,2,1,459,0.8,0.2,benign,benign
8,2,1,200,0,1,malignant,malignant
8,2,1,441,0.6,0.4,benign,benign
8,2,1,342,1,0,benign,benign
8,2,1,488,0.4,0.6,malignant,malignant
8,2,1,415,0.7,0.3,benign,benign
8,2,1,245,1,0,benign,benign
8,2,1,487,0,1,malignant,malignant
8,2,1,690,1,0,benign,benign
8,2,1,606,1,0,benign,benign
8,2,1,427,0.2,0.8,malignant,malignant
8,2,1,196,0,1,malignant,benign
8,2,1,557,1,0,benign,benign
8,2,1,173,0,1,malignant,malignant
8,2,1,672,1,0,benign,benign
8,2,1,622,1,0,benign,benign
8,2,1,103,0.4,0.6,malignant,malignant
8,2,1,130,0.8,0.2,benign,benign
8,2,1,413,1,0,benign,benign
8,2,1,636,0.2,0.8,malignant,malignant
8,2,1,511,1,0,benign,benign
8,2,1,364,1,0,benign,benign
8,2,1,506,0,1,malignant,malignant
8,2,1,311,1,0,benign,benign
8,2,1,244,1,0,benign,benign
8,2,1,188,0,1,malignant,malignant
8,2,1,369,0.8,0.2,benign,benign
8,2,1,614,1,0,benign,benign
8,2,1,466,0,1,malignant,malignant
8,2,1,2,1,0,benign,benign
8,2,1,44,0.2,0.8,malignant,malignant
8,2,1,539,1,0,benign,benign
8,2,1,420,0.8,0.2,benign,benign
8,2,1,146,0.203448,0.796552,malignant,malignant
8,2,1,675,0.8,0.2,benign,benign
8,2,1,492,1,0,benign,benign
8,2,1,224,0,1,malignant,malignant
8,2,1,394,0.7,0.3,benign,benign
8,2,1,322,1,0,benign,benign
8,2,1,317,0,1,malignant,malignant
8,2,1,543,1,0,benign,benign
8,2,1,556,0.9,0.1,benign,benign
8,2,1,105,0.7,0.3,benign,malignant
8,2,1,410,1,0,benign,benign
8,2,1,94,1,0,benign,benign
8,2,1,184,0,1,malignant,malignant
8,2,1,564,1,0,benign,benign
8,2,1,464,1,0,benign,benign
8,2,1,320,0,1,malignant,malignant
8,2,1,131,1,0,benign,benign
8,2,1,256,1,0,benign,benign
8,2,1,151,0,1,malignant,malignant
8,2,1,551,1,0,benign,benign
8,2,1,525,1,0,benign,benign
8,2,1,425,0,1,malignant,malignant
8,2,1,521,1,0,benign,benign
8,2,1,3,0.1,0.9,malignant,benign
8,2,1,38,0,1,malignant,malignant
8,2,1,170,1,0,benign,benign
8,2,1,59,0.5,0.5,benign,malignant
8,2,1,637,0.7,0.3,benign,benign
8,2,1,478,1,0,benign,benign
8,2,1,50,0.5,0.5,benign,malignant
8,2,2,608,0.1,0.9,malignant,malignant
8,2,2,536,1,0,benign,benign
8,2,2,630,1,0,benign,benign
8,2,2,57,0.4,0.6,malignant,malignant
8,2,2,423,1,0,benign,benign
8,2,2,447,1,0,benign,benign
8,2,2,356,0.2,0.8,malignant,malignant
8,2,2,459,1,0,benign,benign
8,2,2,200,0,1,malignant,malignant
8,2,2,441,0.8,0.2,benign,benign
8,2,2,342,1,0,benign,benign
8,2,2,488,0.3,0.7,malignant,malignant
8,2,2,415,0.6,0.4,benign,benign
8,2,2,245,1,0,benign,benign
8,2,2,487,0,1,malignant,malignant
8,2,2,690,1,0,benign,benign
8,2,2,606,1,0,benign,benign
8,2,2,427,0.1,0.9,malignant,malignant
8,2,2,196,0,1,malignant,benign
8,2,2,557,1,0,benign,benign
8,2,2,173,0,1,malignant,malignant
8,2,2,672,1,0,benign,benign
8,2,2,622,0.8,0.2,benign,benign
8,2,2,103,0.4,0.6,malignant,malignant
8,2,2,130,1,0,benign,benign
8,2,2,413,1,0,benign,benign
8,2,2,636,0.2,0.8,malignant,malignant
8,2,2,511,1,0,benign,benign
8,2,2,364,1,0,benign,benign
8,2,2,506,0,1,malignant,malignant
8,2,2,311,1,0,benign,benign
8,2,2,244,1,0,benign,benign
8,2,2,188,0,1,malignant,malignant
8,2,2,369,0.9,0.1,benign,benign
8,2,2,614,1,0,benign,benign
8,2,2,466,0,1,malignant,malignant
8,2,2,2,1,0,benign,benign
8,2,2,44,0.2,0.8,malignant,malignant
8,2,2,539,1,0,benign,benign
8,2,2,420,0.9,0.1,benign,benign
8,2,2,146,0.3,0.7,malignant,malignant
8,2,2,675,0.9,0.1,benign,benign
8,2,2,492,1,0,benign,benign
8,2,2,224,0,1,malignant,malignant
8,2,2,394,0.9,0.1,benign,benign
8,2,2,322,1,0,benign,benign
8,2,2,317,0,1,malignant,malignant
8,2,2,543,1,0,benign,benign
8,2,2,556,1,0,benign,benign
8,2,2,105,0.3,0.7,malignant,malignant
8,2,2,410,1,0,benign,benign
8,2,2,94,1,0,benign,benign
8,2,2,184,0,1,malignant,malignant
8,2,2,564,1,0,benign,benign
8,2,2,464,1,0,benign,benign
8,2,2,320,0,1,malignant,malignant
8,2,2,131,1,0,benign,benign
8,2,2,256,1,0,benign,benign
8,2,2,151,0,1,malignant,malignant
8,2,2,551,1,0,benign,benign
8,2,2,525,1,0,benign,benign
8,2,2,425,0,1,malignant,malignant
8,2,2,521,1,0,benign,benign
8,2,2,3,0,1,malignant,benign
8,2,2,38,0,1,malignant,malignant
8,2,2,170,1,0,benign,benign
8,2,2,59,0.5,0.5,benign,malignant
8,2,2,637,0.6,0.4,benign,benign
8,2,2,478,1,0,benign,benign
8,2,2,50,0.4,0.6,malignant,malignant
8,2,3,608,0,1,malignant,malignant
8,2,3,536,1,0,benign,benign
8,2,3,630,0.8,0.2,benign,benign
8,2,3,57,0.5,0.5,benign,malignant
8,2,3,423,1,0,benign,benign
8,2,3,447,1,0,benign,benign
8,2,3,356,0.4,0.6,malignant,malignant
8,2,3,459,1,0,benign,benign
8,2,3,200,0,1,malignant,malignant
8,2,3,441,0.9,0.1,benign,benign
8,2,3,342,1,0,benign,benign
8,2,3,488,0.3,0.7,malignant,malignant
8,2,3,415,0.6,0.4,benign,benign
8,2,3,245,1,0,benign,benign
8,2,3,487,0,1,malignant,malignant
8,2,3,690,1,0,benign,benign
8,2,3,606,1,0,benign,benign
8,2,3,427,0,1,malignant,malignant
8,2,3,196,0,1,malignant,benign
8,2,3,557,1,0,benign,benign
8,2,3,173,0,1,malignant,malignant
8,2,3,672,1,0,benign,benign
8,2,3,622,0.8,0.2,benign,benign
8,2,3,103,0.3,0.7,malignant,malignant
8,2,3,130,1,0,benign,benign
8,2,3,413,1,0,benign,benign
8,2,3,636,0,1,malignant,malignant
8,2,3,511,1,0,benign,benign
8,2,3,364,1,0,benign,benign
8,2,3,506,0,1,malignant,malignant
8,2,3,311,1,0,benign,benign
8,2,3,244,1,0,benign,benign
8,2,3,188,0,1,malignant,malignant
8,2,3,369,1,0,benign,benign
8,2,3,614,1,0,benign,benign
8,2,3,466,0,1,malignant,malignant
8,2,3,2,1,0,benign,benign
8,2,3,44,0,1,malignant,malignant
8,2,3,539,1,0,benign,benign
8,2,3,420,0.9,0.1,benign,benign
8,2,3,146,0.3,0.7,malignant,malignant
8,2,3,675,1,0,benign,benign
8,2,3,492,1,0,benign,benign
8,2,3,224,0,1,malignant,malignant
8,2,3,394,0.8,0.2,benign,benign
8,2,3,322,1,0,benign,benign
8,2,3,317,0,1,malignant,malignant
8,2,3,543,1,0,benign,benign
8,2,3,556,1,0,benign,benign
8,2,3,105,0.3,0.7,malignant,malignant
8,2,3,410,1,0,benign,benign
8,2,3,94,1,0,benign,benign
8,2,3,184,0,1,malignant,malignant
8,2,3,564,1,0,benign,benign
8,2,3,464,1,0,benign,benign
8,2,3,320,0,1,malignant,malignant
8,2,3,131,1,0,benign,benign
8,2,3,256,1,0,benign,benign
8,2,3,151,0.1,0.9,malignant,malignant
8,2,3,551,1,0,benign,benign
8,2,3,525,1,0,benign,benign
8,2,3,425,0,1,malignant,malignant
8,2,3,521,1,0,benign,benign
8,2,3,3,0.2,0.8,malignant,benign
8,2,3,38,0,1,malignant,malignant
8,2,3,170,1,0,benign,benign
8,2,3,59,0.3,0.7,malignant,malignant
8,2,3,637,0.6,0.4,benign,benign
8,2,3,478,1,0,benign,benign
8,2,3,50,0.4,0.6,malignant,malignant
8,2,4,608,0,1,malignant,malignant
8,2,4,536,1,0,benign,benign
8,2,4,630,0.8,0.2,benign,benign
8,2,4,57,0.3,0.7,malignant,malignant
8,2,4,423,1,0,benign,benign
8,2,4,447,1,0,benign,benign
8,2,4,356,0.5,0.5,benign,malignant
8,2,4,459,1,0,benign,benign
8,2,4,200,0,1,malignant,malignant
8,2,4,441,1,0,benign,benign
8,2,4,342,1,0,benign,benign
8,2,4,488,0,1,malignant,malignant
8,2,4,415,0.7,0.3,benign,benign
8,2,4,245,1,0,benign,benign
8,2,4,487,0,1,malignant,malignant
8,2,4,690,1,0,benign,benign
8,2,4,606,1,0,benign,benign
8,2,4,427,0.076068,0.923932,malignant,malignant
8,2,4,196,0,1,malignant,benign
8,2,4,557,1,0,benign,benign
8,2,4,173,0,1,malignant,malignant
8,2,4,672,1,0,benign,benign
8,2,4,622,1,0,benign,benign
8,2,4,103,0.2,0.8,malignant,malignant
8,2,4,130,1,0,benign,benign
8,2,4,413,1,0,benign,benign
8,2,4,636,0,1,malignant,malignant
8,2,4,511,1,0,benign,benign
8,2,4,364,1,0,benign,benign
8,2,4,506,0,1,malignant,malignant
8,2,4,311,1,0,benign,benign
8,2,4,244,1,0,benign,benign
8,2,4,188,0,1,malignant,malignant
8,2,4,369,1,0,benign,benign
8,2,4,614,1,0,benign,benign
8,2,4,466,0,1,malignant,malignant
8,2,4,2,1,0,benign,benign
8,2,4,44,0,1,malignant,malignant
8,2,4,539,1,0,benign,benign
8,2,4,420,1,0,benign,benign
8,2,4,146,0.1,0.9,malignant,malignant
8,2,4,675,1,0,benign,benign
8,2,4,492,1,0,benign,benign
8,2,4,224,0,1,malignant,malignant
8,2,4,394,0.9,0.1,benign,benign
8,2,4,322,1,0,benign,benign
8,2,4,317,0,1,malignant,malignant
8,2,4,543,1,0,benign,benign
8,2,4,556,1,0,benign,benign
8,2,4,105,0.3,0.7,malignant,malignant
8,2,4,410,1,0,benign,benign
8,2,4,94,1,0,benign,benign
8,2,4,184,0,1,malignant,malignant
8,2,4,564,1,0,benign,benign
8,2,4,464,1,0,benign,benign
8,2,4,320,0,1,malignant,malignant
8,2,4,131,1,0,benign,benign
8,2,4,256,1,0,benign,benign
8,2,4,151,0.1,0.9,malignant,malignant
8,2,4,551,1,0,benign,benign
8,2,4,525,1,0,benign,benign
8,2,4,425,0,1,malignant,malignant
8,2,4,521,1,0,benign,benign
8,2,4,3,0.1,0.9,malignant,benign
8,2,4,38,0,1,malignant,malignant
8,2,4,170,1,0,benign,benign
8,2,4,59,0.217064,0.782936,malignant,malignant
8,2,4,637,0.9,0.1,benign,benign
8,2,4,478,1,0,benign,benign
8,2,4,50,0.2,0.8,malignant,malignant
8,2,5,608,0,1,malignant,malignant
8,2,5,536,1,0,benign,benign
8,2,5,630,1,0,benign,benign
8,2,5,57,0.588,0.412,benign,malignant
8,2,5,423,1,0,benign,benign
8,2,5,447,1,0,benign,benign
8,2,5,356,0.5,0.5,benign,malignant
8,2,5,459,1,0,benign,benign
8,2,5,200,0,1,malignant,malignant
8,2,5,441,0.7,0.3,benign,benign
8,2,5,342,1,0,benign,benign
8,2,5,488,0.1,0.9,malignant,malignant
8,2,5,415,0.6,0.4,benign,benign
8,2,5,245,1,0,benign,benign
8,2,5,487,0,1,malignant,malignant
8,2,5,690,1,0,benign,benign
8,2,5,606,1,0,benign,benign
8,2,5,427,0.1,0.9,malignant,malignant
8,2,5,196,0,1,malignant,benign
8,2,5,557,1,0,benign,benign
8,2,5,173,0,1,malignant,malignant
8,2,5,672,1,0,benign,benign
8,2,5,622,1,0,benign,benign
8,2,5,103,0.2,0.8,malignant,malignant
8,2,5,130,1,0,benign,benign
8,2,5,413,1,0,benign,benign
8,2,5,636,0,1,malignant,malignant
8,2,5,511,1,0,benign,benign
8,2,5,364,1,0,benign,benign
8,2,5,506,0,1,malignant,malignant
8,2,5,311,1,0,benign,benign
8,2,5,244,1,0,benign,benign
8,2,5,188,0,1,malignant,malignant
8,2,5,369,1,0,benign,benign
8,2,5,614,1,0,benign,benign
8,2,5,466,0,1,malignant,malignant
8,2,5,2,1,0,benign,benign
8,2,5,44,0,1,malignant,malignant
8,2,5,539,1,0,benign,benign
8,2,5,420,0.8,0.2,benign,benign
8,2,5,146,0.4,0.6,malignant,malignant
8,2,5,675,1,0,benign,benign
8,2,5,492,1,0,benign,benign
8,2,5,224,0,1,malignant,malignant
8,2,5,394,1,0,benign,benign
8,2,5,322,1,0,benign,benign
8,2,5,317,0,1,malignant,malignant
8,2,5,543,1,0,benign,benign
8,2,5,556,1,0,benign,benign
8,2,5,105,0,1,malignant,malignant
8,2,5,410,1,0,benign,benign
8,2,5,94,1,0,benign,benign
8,2,5,184,0,1,malignant,malignant
8,2,5,564,1,0,benign,benign
8,2,5,464,1,0,benign,benign
8,2,5,320,0,1,malignant,malignant
8,2,5,131,1,0,benign,benign
8,2,5,256,1,0,benign,benign
8,2,5,151,0,1,malignant,malignant
8,2,5,551,1,0,benign,benign
8,2,5,525,1,0,benign,benign
8,2,5,425,0,1,malignant,malignant
8,2,5,521,1,0,benign,benign
8,2,5,3,0.2,0.8,malignant,benign
8,2,5,38,0,1,malignant,malignant
8,2,5,170,1,0,benign,benign
8,2,5,59,0.2,0.8,malignant,malignant
8,2,5,637,0.8,0.2,benign,benign
8,2,5,478,1,0,benign,benign
8,2,5,50,0.2,0.8,malignant,malignant
8,2,6,608,0,1,malignant,malignant
8,2,6,536,1,0,benign,benign
8,2,6,630,1,0,benign,benign
8,2,6,57,0.6,0.4,benign,malignant
8,2,6,423,1,0,benign,benign
8,2,6,447,1,0,benign,benign
8,2,6,356,0.9,0.1,benign,malignant
8,2,6,459,1,0,benign,benign
8,2,6,200,0,1,malignant,malignant
8,2,6,441,0.5,0.5,benign,benign
8,2,6,342,1,0,benign,benign
8,2,6,488,0.1,0.9,malignant,malignant
8,2,6,415,0.8,0.2,benign,benign
8,2,6,245,0.9,0.1,benign,benign
8,2,6,487,0,1,malignant,malignant
8,2,6,690,1,0,benign,benign
8,2,6,606,1,0,benign,benign
8,2,6,427,0,1,malignant,malignant
8,2,6,196,0,1,malignant,benign
8,2,6,557,1,0,benign,benign
8,2,6,173,0,1,malignant,malignant
8,2,6,672,1,0,benign,benign
8,2,6,622,0.8,0.2,benign,benign
8,2,6,103,0.4,0.6,malignant,malignant
8,2,6,130,1,0,benign,benign
8,2,6,413,1,0,benign,benign
8,2,6,636,0,1,malignant,malignant
8,2,6,511,1,0,benign,benign
8,2,6,364,1,0,benign,benign
8,2,6,506,0,1,malignant,malignant
8,2,6,311,1,0,benign,benign
8,2,6,244,1,0,benign,benign
8,2,6,188,0.042431,0.957569,malignant,malignant
8,2,6,369,1,0,benign,benign
8,2,6,614,1,0,benign,benign
8,2,6,466,0,1,malignant,malignant
8,2,6,2,1,0,benign,benign
8,2,6,44,0,1,malignant,malignant
8,2,6,539,1,0,benign,benign
8,2,6,420,0.7,0.3,benign,benign
8,2,6,146,0.4,0.6,malignant,malignant
8,2,6,675,1,0,benign,benign
8,2,6,492,1,0,benign,benign
8,2,6,224,0,1,malignant,malignant
8,2,6,394,1,0,benign,benign
8,2,6,322,1,0,benign,benign
8,2,6,317,0,1,malignant,malignant
8,2,6,543,1,0,benign,benign
8,2,6,556,1,0,benign,benign
8,2,6,105,0,1,malignant,malignant
8,2,6,410,1,0,benign,benign
8,2,6,94,1,0,benign,benign
8,2,6,184,0,1,malignant,malignant
8,2,6,564,1,0,benign,benign
8,2,6,464,1,0,benign,benign
8,2,6,320,0,1,malignant,malignant
8,2,6,131,1,0,benign,benign
8,2,6,256,1,0,benign,benign
8,2,6,151,0.3,0.7,malignant,malignant
8,2,6,551,1,0,benign,benign
8,2,6,525,1,0,benign,benign
8,2,6,425,0,1,malignant,malignant
8,2,6,521,1,0,benign,benign
8,2,6,3,0.2,0.8,malignant,benign
8,2,6,38,0.1,0.9,malignant,malignant
8,2,6,170,1,0,benign,benign
8,2,6,59,0.066667,0.933333,malignant,malignant
8,2,6,637,0.8,0.2,benign,benign
8,2,6,478,1,0,benign,benign
8,2,6,50,0.126401,0.873599,malignant,malignant
8,2,7,608,0,1,malignant,malignant
8,2,7,536,1,0,benign,benign
8,2,7,630,1,0,benign,benign
8,2,7,57,0.621351,0.378649,benign,malignant
8,2,7,423,1,0,benign,benign
8,2,7,447,1,0,benign,benign
8,2,7,356,0.8,0.2,benign,malignant
8,2,7,459,1,0,benign,benign
8,2,7,200,0,1,malignant,malignant
8,2,7,441,0.3,0.7,malignant,benign
8,2,7,342,1,0,benign,benign
8,2,7,488,0.2,0.8,malignant,malignant
8,2,7,415,0.5,0.5,benign,benign
8,2,7,245,1,0,benign,benign
8,2,7,487,0,1,malignant,malignant
8,2,7,690,1,0,benign,benign
8,2,7,606,1,0,benign,benign
8,2,7,427,0,1,malignant,malignant
8,2,7,196,0,1,malignant,benign
8,2,7,557,1,0,benign,benign
8,2,7,173,0,1,malignant,malignant
8,2,7,672,1,0,benign,benign
8,2,7,622,0.8,0.2,benign,benign
8,2,7,103,0.3,0.7,malignant,malignant
8,2,7,130,1,0,benign,benign
8,2,7,413,1,0,benign,benign
8,2,7,636,0,1,malignant,malignant
8,2,7,511,1,0,benign,benign
8,2,7,364,1,0,benign,benign
8,2,7,506,0,1,malignant,malignant
8,2,7,311,1,0,benign,benign
8,2,7,244,1,0,benign,benign
8,2,7,188,0.2,0.8,malignant,malignant
8,2,7,369,1,0,benign,benign
8,2,7,614,1,0,benign,benign
8,2,7,466,0,1,malignant,malignant
8,2,7,2,1,0,benign,benign
8,2,7,44,0,1,malignant,malignant
8,2,7,539,1,0,benign,benign
8,2,7,420,0.8,0.2,benign,benign
8,2,7,146,0.325949,0.674051,malignant,malignant
8,2,7,675,1,0,benign,benign
8,2,7,492,1,0,benign,benign
8,2,7,224,0,1,malignant,malignant
8,2,7,394,1,0,benign,benign
8,2,7,322,1,0,benign,benign
8,2,7,317,0.04,0.96,malignant,malignant
8,2,7,543,1,0,benign,benign
8,2,7,556,1,0,benign,benign
8,2,7,105,0.3,0.7,malignant,malignant
8,2,7,410,1,0,benign,benign
8,2,7,94,1,0,benign,benign
8,2,7,184,0,1,malignant,malignant
8,2,7,564,1,0,benign,benign
8,2,7,464,1,0,benign,benign
8,2,7,320,0.1,0.9,malignant,malignant
8,2,7,131,1,0,benign,benign
8,2,7,256,1,0,benign,benign
8,2,7,151,0.1,0.9,malignant,malignant
8,2,7,551,1,0,benign,benign
8,2,7,525,1,0,benign,benign
8,2,7,425,0,1,malignant,malignant
8,2,7,521,1,0,benign,benign
8,2,7,3,0.5,0.5,benign,benign
8,2,7,38,0.1,0.9,malignant,malignant
8,2,7,170,1,0,benign,benign
8,2,7,59,0.2,0.8,malignant,malignant
8,2,7,637,1,0,benign,benign
8,2,7,478,1,0,benign,benign
8,2,7,50,0.4,0.6,malignant,malignant
8,3,0,81,1,0,benign,benign
8,3,0,69,1,0,benign,benign
8,3,0,304,0.1,0.9,malignant,malignant
8,3,0,11,1,0,benign,benign
8,3,0,512,1,0,benign,benign
8,3,0,519,0.014835,0.985165,malignant,malignant
8,3,0,335,1,0,benign,benign
8,3,0,156,1,0,benign,benign
8,3,0,610,0,1,malignant,malignant
8,3,0,460,1,0,benign,benign
8,3,0,618,1,0,benign,benign
8,3,0,611,0.2,0.8,malignant,malignant
8,3,0,34,1,0,benign,benign
8,3,0,535,1,0,benign,benign
8,3,0,416,0.1,0.9,malignant,malignant
8,3,0,77,0.9,0.1,benign,benign
8,3,0,631,1,0,benign,benign
8,3,0,299,0.3,0.7,malignant,malignant
8,3,0,650,1,0,benign,benign
8,3,0,593,1,0,benign,benign
8,3,0,5,0.1,0.9,malignant,malignant
8,3,0,577,1,0,benign,benign
8,3,0,19,1,0,benign,benign
8,3,0,400,0.014835,0.985165,malignant,malignant
8,3,0,673,0.9,0.1,benign,benign
8,3,0,262,0,1,malignant,malignant
8,3,0,76,1,0,benign,benign
8,3,0,657,0.7,0.3,benign,benign
8,3,0,104,0.5,0.5,benign,malignant
8,3,0,377,1,0,benign,benign
8,3,0,209,1,0,benign,benign
8,3,0,293,0.1,0.9,malignant,malignant
8,3,0,537,1,0,benign,benign
8,3,0,234,1,0,benign,benign
8,3,0,698,0.1,0.9,malignant,malignant
8,3,0,562,1,0,benign,benign
8,3,0,629,1,0,benign,benign
8,3,0,565,0,1,malignant,malignant
8,3,0,96,1,0,benign,benign
8,3,0,9,1,0,benign,benign
8,3,0,302,0,1,malignant,malignant
8,3,0,666,0.9,0.1,benign,benign
8,3,0,259,0,1,malignant,benign
8,3,0,272,0.014835,0.985165,malignant,malignant
8,3,0,638,1,0,benign,benign
8,3,0,198,1,0,benign,benign
8,3,0,231,0,1,malignant,malignant
8,3,0,651,1,0,benign,benign
8,3,0,281,1,0,benign,benign
8,3,0,109,0,1,malignant,malignant
8,3,0,24,1,0,benign,benign
8,3,0,572,1,0,benign,benign
8,3,0,329,0,1,malignant,malignant
8,3,0,534,1,0,benign,benign
8,3,0,283,0,1,malignant,malignant
8,3,0,331,1,0,benign,benign
8,3,0,393,1,0,benign,benign
8,3,0,233,0.1,0.9,malignant,malignant
8,3,0,601,1,0,benign,benign
8,3,0,596,1,0,benign,benign
8,3,0,340,0,1,malignant,malignant
8,3,0,16,1,0,benign,benign
8,3,0,498,1,0,benign,benign
8,3,0,697,0.1,0.9,malignant,malignant
8,3,0,169,1,0,benign,benign
8,3,0,199,1,0,benign,benign
8,3,0,106,0.1,0.9,malignant,malignant
8,3,0,602,1,0,benign,benign
8,3,0,45,1,0,benign,benign
8,3,0,359,0,1,malignant,malignant
8,3,1,81,1,0,benign,benign
8,3,1,69,1,0,benign,benign
8,3,1,304,0.1,0.9,malignant,malignant
8,3,1,11,1,0,benign,benign
8,3,1,512,1,0,benign,benign
8,3,1,519,0,1,malignant,malignant
8,3,1,335,1,0,benign,benign
8,3,1,156,0.9,0.1,benign,benign
8,3,1,610,0,1,malignant,malignant
8,3,1,460,1,0,benign,benign
8,3,1,618,1,0,benign,benign
8,3,1,611,0.2,0.8,malignant,malignant
8,3,1,34,1,0,benign,benign
8,3,1,535,0.8,0.2,benign,benign
8,3,1,416,0,1,malignant,malignant
8,3,1,77,1,0,benign,benign
8,3,1,631,1,0,benign,benign
8,3,1,299,0.158712,0.841288,malignant,malignant
8,3,1,650,0.9,0.1,benign,benign
8,3,1,593,1,0,benign,benign
8,3,1,5,0,1,malignant,malignant
8,3,1,577,1,0,benign,benign
8,3,1,19,1,0,benign,benign
8,3,1,400,0.1,0.9,malignant,malignant
8,3,1,673,0.9,0.1,benign,benign
8,3,1,262,0,1,malignant,malignant
8,3,1,76,0.8,0.2,benign,benign
8,3,1,657,0.4,0.6,malignant,benign
8,3,1,104,0.2,0.8,malignant,malignant
8,3,1,377,1,0,benign,benign
8,3,1,209,1,0,benign,benign
8,3,1,293,0,1,malignant,malignant
8,3,1,537,1,0,benign,benign
8,3,1,234,0.9,0.1,benign,benign
8,3,1,698,0,1,malignant,malignant
8,3,1,562,1,0,benign,benign
8,3,1,629,1,0,benign,benign
8,3,1,565,0,1,malignant,malignant
8,3,1,96,1,0,benign,benign
8,3,1,9,1,0,benign,benign
8,3,1,302,0,1,malignant,malignant
8,3,1,666,0.9,0.1,benign,benign
8,3,1,259,0,1,malignant,benign
8,3,1,272,0.2,0.8,malignant,malignant
8,3,1,638,1,0,benign,benign
8,3,1,198,1,0,benign,benign
8,3,1,231,0,1,malignant,malignant
8,3,1,651,1,0,benign,benign
8,3,1,281,1,0,benign,benign
8,3,1,109,0,1,malignant,malignant
8,3,1,24,1,0,benign,benign
8,3,1,572,1,0,benign,benign
8,3,1,329,0,1,malignant,malignant
8,3,1,534,1,0,benign,benign
8,3,1,283,0.1,0.9,malignant,malignant
8,3,1,331,1,0,benign,benign
8,3,1,393,1,0,benign,benign
8,3,1,233,0.103448,0.896552,malignant,malignant
8,3,1,601,1,0,benign,benign
8,3,1,596,1,0,benign,benign
8,3,1,340,0.2,0.8,malignant,malignant
8,3,1,16,1,0,benign,benign
8,3,1,498,1,0,benign,benign
8,3,1,697,0,1,malignant,malignant
8,3,1,169,1,0,benign,benign
8,3,1,199,1,0,benign,benign
8,3,1,106,0.003448,0.996552,malignant,malignant
8,3,1,602,1,0,benign,benign
8,3,1,45,1,0,benign,benign
8,3,1,359,0.1,0.9,malignant,malignant
8,3,2,81,1,0,benign,benign
8,3,2,69,1,0,benign,benign
8,3,2,304,0,1,malignant,malignant
8,3,2,11,1,0,benign,benign
8,3,2,512,1,0,benign,benign
8,3,2,519,0,1,malignant,malignant
8,3,2,335,1,0,benign,benign
8,3,2,156,1,0,benign,benign
8,3,2,610,0,1,malignant,malignant
8,3,2,460,1,0,benign,benign
8,3,2,618,1,0,benign,benign
8,3,2,611,0.1,0.9,malignant,malignant
8,3,2,34,1,0,benign,benign
8,3,2,535,0.9,0.1,benign,benign
8,3,2,416,0.1,0.9,malignant,malignant
8,3,2,77,1,0,benign,benign
8,3,2,631,1,0,benign,benign
8,3,2,299,0.2,0.8,malignant,malignant
8,3,2,650,1,0,benign,benign
8,3,2,593,1,0,benign,benign
8,3,2,5,0,1,malignant,malignant
8,3,2,577,1,0,benign,benign
8,3,2,19,1,0,benign,benign
8,3,2,400,0,1,malignant,malignant
8,3,2,673,0.9,0.1,benign,benign
8,3,2,262,0,1,malignant,malignant
8,3,2,76,0.9,0.1,benign,benign
8,3,2,657,0.3,0.7,malignant,benign
8,3,2,104,0.2,0.8,malignant,malignant
8,3,2,377,1,0,benign,benign
8,3,2,209,1,0,benign,benign
8,3,2,293,0.1,0.9,malignant,malignant
8,3,2,537,1,0,benign,benign
8,3,2,234,0.8,0.2,benign,benign
8,3,2,698,0,1,malignant,malignant
8,3,2,562,1,0,benign,benign
8,3,2,629,1,0,benign,benign
8,3,2,565,0,1,malignant,malignant
8,3,2,96,1,0,benign,benign
8,3,2,9,1,0,benign,benign
8,3,2,302,0,1,malignant,malignant
8,3,2,666,1,0,benign,benign
8,3,2,259,0,1,malignant,benign
8,3,2,272,0,1,malignant,malignant
8,3,2,638,1,0,benign,benign
8,3,2,198,1,0,benign,benign
8,3,2,231,0,1,malignant,malignant
8,3,2,651,0.9,0.1,benign,benign
8,3,2,281,1,0,benign,benign
8,3,2,109,0,1,malignant,malignant
8,3,2,24,1,0,benign,benign
8,3,2,572,1,0,benign,benign
8,3,2,329,0,1,malignant,malignant
8,3,2,534,1,0,benign,benign
8,3,2,283,0.1,0.9,malignant,malignant
8,3,2,331,1,0,benign,benign
8,3,2,393,1,0,benign,benign
8,3,2,233,0,1,malignant,malignant
8,3,2,601,1,0,benign,benign
8,3,2,596,1,0,benign,benign
8,3,2,340,0,1,malignant,malignant
8,3,2,16,1,0,benign,benign
8,3,2,498,1,0,benign,benign
8,3,2,697,0.1,0.9,malignant,malignant
8,3,2,169,1,0,benign,benign
8,3,2,199,1,0,benign,benign
8,3,2,106,0.2,0.8,malignant,malignant
8,3,2,602,1,0,benign,benign
8,3,2,45,1,0,benign,benign
8,3,2,359,0,1,malignant,malignant
8,3,3,81,1,0,benign,benign
8,3,3,69,1,0,benign,benign
8,3,3,304,0.3,0.7,malignant,malignant
8,3,3,11,1,0,benign,benign
8,3,3,512,1,0,benign,benign
8,3,3,519,0,1,malignant,malignant
8,3,3,335,1,0,benign,benign
8,3,3,156,1,0,benign,benign
8,3,3,610,0.1,0.9,malignant,malignant
8,3,3,460,1,0,benign,benign
8,3,3,618,1,0,benign,benign
8,3,3,611,0,1,malignant,malignant
8,3,3,34,1,0,benign,benign
8,3,3,535,1,0,benign,benign
8,3,3,416,0.1,0.9,malignant,malignant
8,3,3,77,1,0,benign,benign
8,3,3,631,1,0,benign,benign
8,3,3,299,0.5,0.5,benign,malignant
8,3,3,650,1,0,benign,benign
8,3,3,593,1,0,benign,benign
8,3,3,5,0,1,malignant,malignant
8,3,3,577,1,0,benign,benign
8,3,3,19,0.9,0.1,benign,benign
8,3,3,400,0,1,malignant,malignant
8,3,3,673,0.8,0.2,benign,benign
8,3,3,262,0,1,malignant,malignant
8,3,3,76,1,0,benign,benign
8,3,3,657,0.3,0.7,malignant,benign
8,3,3,104,0,1,malignant,malignant
8,3,3,377,1,0,benign,benign
8,3,3,209,1,0,benign,benign
8,3,3,293,0.1,0.9,malignant,malignant
8,3,3,537,1,0,benign,benign
8,3,3,234,0.9,0.1,benign,benign
8,3,3,698,0,1,malignant,malignant
8,3,3,562,1,0,benign,benign
8,3,3,629,1,0,benign,benign
8,3,3,565,0,1,malignant,malignant
8,3,3,96,1,0,benign,benign
8,3,3,9,1,0,benign,benign
8,3,3,302,0,1,malignant,malignant
8,3,3,666,1,0,benign,benign
8,3,3,259,0,1,malignant,benign
8,3,3,272,0,1,malignant,malignant
8,3,3,638,1,0,benign,benign
8,3,3,198,1,0,benign,benign
8,3,3,231,0,1,malignant,malignant
8,3,3,651,1,0,benign,benign
8,3,3,281,1,0,benign,benign
8,3,3,109,0.1,0.9,malignant,malignant
8,3,3,24,1,0,benign,benign
8,3,3,572,1,0,benign,benign
8,3,3,329,0.1,0.9,malignant,malignant
8,3,3,534,1,0,benign,benign
8,3,3,283,0.1,0.9,malignant,malignant
8,3,3,331,1,0,benign,benign
8,3,3,393,1,0,benign,benign
8,3,3,233,0.1,0.9,malignant,malignant
8,3,3,601,1,0,benign,benign
8,3,3,596,1,0,benign,benign
8,3,3,340,0.1,0.9,malignant,malignant
8,3,3,16,1,0,benign,benign
8,3,3,498,1,0,benign,benign
8,3,3,697,0,1,malignant,malignant
8,3,3,169,1,0,benign,benign
8,3,3,199,1,0,benign,benign
8,3,3,106,0,1,malignant,malignant
8,3,3,602,1,0,benign,benign
8,3,3,45,1,0,benign,benign
8,3,3,359,0.2,0.8,malignant,malignant
8,3,4,81,1,0,benign,benign
8,3,4,69,1,0,benign,benign
8,3,4,304,0,1,malignant,malignant
8,3,4,11,1,0,benign,benign
8,3,4,512,1,0,benign,benign
8,3,4,519,0,1,malignant,malignant
8,3,4,335,1,0,benign,benign
8,3,4,156,1,0,benign,benign
8,3,4,610,0.2,0.8,malignant,malignant
8,3,4,460,1,0,benign,benign
8,3,4,618,1,0,benign,benign
8,3,4,611,0,1,malignant,malignant
8,3,4,34,1,0,benign,benign
8,3,4,535,1,0,benign,benign
8,3,4,416,0,1,malignant,malignant
8,3,4,77,1,0,benign,benign
8,3,4,631,1,0,benign,benign
8,3,4,299,0.4,0.6,malignant,malignant
8,3,4,650,1,0,benign,benign
8,3,4,593,1,0,benign,benign
8,3,4,5,0,1,malignant,malignant
8,3,4,577,1,0,benign,benign
8,3,4,19,1,0,benign,benign
8,3,4,400,0,1,malignant,malignant
8,3,4,673,0.8,0.2,benign,benign
8,3,4,262,0,1,malignant,malignant
8,3,4,76,1,0,benign,benign
8,3,4,657,0.7,0.3,benign,benign
8,3,4,104,0,1,malignant,malignant
8,3,4,377,1,0,benign,benign
8,3,4,209,1,0,benign,benign
8,3,4,293,0.4,0.6,malignant,malignant
8,3,4,537,1,0,benign,benign
8,3,4,234,0.8,0.2,benign,benign
8,3,4,698,0.1,0.9,malignant,malignant
8,3,4,562,1,0,benign,benign
8,3,4,629,1,0,benign,benign
8,3,4,565,0,1,malignant,malignant
8,3,4,96,1,0,benign,benign
8,3,4,9,1,0,benign,benign
8,3,4,302,0,1,malignant,malignant
8,3,4,666,1,0,benign,benign
8,3,4,259,0.1,0.9,malignant,benign
8,3,4,272,0.4,0.6,malignant,malignant
8,3,4,638,1,0,benign,benign
8,3,4,198,1,0,benign,benign
8,3,4,231,0,1,malignant,malignant
8,3,4,651,1,0,benign,benign
8,3,4,281,1,0,benign,benign
8,3,4,109,0,1,malignant,malignant
8,3,4,24,1,0,benign,benign
8,3,4,572,1,0,benign,benign
8,3,4,329,0.1,0.9,malignant,malignant
8,3,4,534,1,0,benign,benign
8,3,4,283,0.1,0.9,malignant,malignant
8,3,4,331,1,0,benign,benign
8,3,4,393,1,0,benign,benign
8,3,4,233,0.1,0.9,malignant,malignant
8,3,4,601,1,0,benign,benign
8,3,4,596,1,0,benign,benign
8,3,4,340,0.2,0.8,malignant,malignant
8,3,4,16,1,0,benign,benign
8,3,4,498,1,0,benign,benign
8,3,4,697,0.1,0.9,malignant,malignant
8,3,4,169,1,0,benign,benign
8,3,4,199,1,0,benign,benign
8,3,4,106,0,1,malignant,malignant
8,3,4,602,1,0,benign,benign
8,3,4,45,1,0,benign,benign
8,3,4,359,0.2,0.8,malignant,malignant
8,3,5,81,1,0,benign,benign
8,3,5,69,1,0,benign,benign
8,3,5,304,0.1,0.9,malignant,malignant
8,3,5,11,1,0,benign,benign
8,3,5,512,1,0,benign,benign
8,3,5,519,0,1,malignant,malignant
8,3,5,335,1,0,benign,benign
8,3,5,156,1,0,benign,benign
8,3,5,610,0,1,malignant,malignant
8,3,5,460,1,0,benign,benign
8,3,5,618,1,0,benign,benign
8,3,5,611,0.012727,0.987273,malignant,malignant
8,3,5,34,1,0,benign,benign
8,3,5,535,1,0,benign,benign
8,3,5,416,0,1,malignant,malignant
8,3,5,77,1,0,benign,benign
8,3,5,631,1,0,benign,benign
8,3,5,299,0.2,0.8,malignant,malignant
8,3,5,650,0.8,0.2,benign,benign
8,3,5,593,1,0,benign,benign
8,3,5,5,0,1,malignant,malignant
8,3,5,577,1,0,benign,benign
8,3,5,19,1,0,benign,benign
8,3,5,400,0,1,malignant,malignant
8,3,5,673,1,0,benign,benign
8,3,5,262,0,1,malignant,malignant
8,3,5,76,1,0,benign,benign
8,3,5,657,0.3,0.7,malignant,benign
8,3,5,104,0,1,malignant,malignant
8,3,5,377,1,0,benign,benign
8,3,5,209,1,0,benign,benign
8,3,5,293,0.4,0.6,malignant,malignant
8,3,5,537,1,0,benign,benign
8,3,5,234,0.8,0.2,benign,benign
8,3,5,698,0,1,malignant,malignant
8,3,5,562,1,0,benign,benign
8,3,5,629,1,0,benign,benign
8,3,5,565,0,1,malignant,malignant
8,3,5,96,1,0,benign,benign
8,3,5,9,1,0,benign,benign
8,3,5,302,0,1,malignant,malignant
8,3,5,666,1,0,benign,benign
8,3,5,259,0,1,malignant,benign
8,3,5,272,0.2,0.8,malignant,malignant
8,3,5,638,1,0,benign,benign
8,3,5,198,1,0,benign,benign
8,3,5,231,0,1,malignant,malignant
8,3,5,651,1,0,benign,benign
8,3,5,281,1,0,benign,benign
8,3,5,109,0.2,0.8,malignant,malignant
8,3,5,24,1,0,benign,benign
8,3,5,572,1,0,benign,benign
8,3,5,329,0,1,malignant,malignant
8,3,5,534,1,0,benign,benign
8,3,5,283,0.1,0.9,malignant,malignant
8,3,5,331,1,0,benign,benign
8,3,5,393,1,0,benign,benign
8,3,5,233,0,1,malignant,malignant
8,3,5,601,1,0,benign,benign
8,3,5,596,1,0,benign,benign
8,3,5,340,0.1,0.9,malignant,malignant
8,3,5,16,1,0,benign,benign
8,3,5,498,1,0,benign,benign
8,3,5,697,0.212727,0.787273,malignant,malignant
8,3,5,169,1,0,benign,benign
8,3,5,199,1,0,benign,benign
8,3,5,106,0,1,malignant,malignant
8,3,5,602,1,0,benign,benign
8,3,5,45,1,0,benign,benign
8,3,5,359,0,1,malignant,malignant
8,3,6,81,1,0,benign,benign
8,3,6,69,1,0,benign,benign
8,3,6,304,0.2,0.8,malignant,malignant
8,3,6,11,1,0,benign,benign
8,3,6,512,1,0,benign,benign
8,3,6,519,0,1,malignant,malignant
8,3,6,335,1,0,benign,benign
8,3,6,156,1,0,benign,benign
8,3,6,610,0,1,malignant,malignant
8,3,6,460,1,0,benign,benign
8,3,6,618,1,0,benign,benign
8,3,6,611,0,1,malignant,malignant
8,3,6,34,1,0,benign,benign
8,3,6,535,0.9,0.1,benign,benign
8,3,6,416,0,1,malignant,malignant
8,3,6,77,1,0,benign,benign
8,3,6,631,1,0,benign,benign
8,3,6,299,0.3,0.7,malignant,malignant
8,3,6,650,1,0,benign,benign
8,3,6,593,1,0,benign,benign
8,3,6,5,0.1,0.9,malignant,malignant
8,3,6,577,1,0,benign,benign
8,3,6,19,1,0,benign,benign
8,3,6,400,0,1,malignant,malignant
8,3,6,673,1,0,benign,benign
8,3,6,262,0,1,malignant,malignant
8,3,6,76,1,0,benign,benign
8,3,6,657,0.6,0.4,benign,benign
8,3,6,104,0.1,0.9,malignant,malignant
8,3,6,377,1,0,benign,benign
8,3,6,209,1,0,benign,benign
8,3,6,293,0.1,0.9,malignant,malignant
8,3,6,537,1,0,benign,benign
8,3,6,234,1,0,benign,benign
8,3,6,698,0,1,malignant,malignant
8,3,6,562,1,0,benign,benign
8,3,6,629,1,0,benign,benign
8,3,6,565,0,1,malignant,malignant
8,3,6,96,1,0,benign,benign
8,3,6,9,1,0,benign,benign
8,3,6,302,0,1,malignant,malignant
8,3,6,666,1,0,benign,benign
8,3,6,259,0.3,0.7,malignant,benign
8,3,6,272,0.1,0.9,malignant,malignant
8,3,6,638,1,0,benign,benign
8,3,6,198,1,0,benign,benign
8,3,6,231,0.1,0.9,malignant,malignant
8,3,6,651,1,0,benign,benign
8,3,6,281,1,0,benign,benign
8,3,6,109,0.1,0.9,malignant,malignant
8,3,6,24,1,0,benign,benign
8,3,6,572,1,0,benign,benign
8,3,6,329,0,1,malignant,malignant
8,3,6,534,1,0,benign,benign
8,3,6,283,0,1,malignant,malignant
8,3,6,331,1,0,benign,benign
8,3,6,393,1,0,benign,benign
8,3,6,233,0,1,malignant,malignant
8,3,6,601,1,0,benign,benign
8,3,6,596,1,0,benign,benign
8,3,6,340,0,1,malignant,malignant
8,3,6,16,1,0,benign,benign
8,3,6,498,1,0,benign,benign
8,3,6,697,0,1,malignant,malignant
8,3,6,169,1,0,benign,benign
8,3,6,199,1,0,benign,benign
8,3,6,106,0,1,malignant,malignant
8,3,6,602,1,0,benign,benign
8,3,6,45,1,0,benign,benign
8,3,6,359,0.2,0.8,malignant,malignant
8,3,7,81,1,0,benign,benign
8,3,7,69,1,0,benign,benign
8,3,7,304,0.1,0.9,malignant,malignant
8,3,7,11,1,0,benign,benign
8,3,7,512,1,0,benign,benign
8,3,7,519,0.2,0.8,malignant,malignant
8,3,7,335,1,0,benign,benign
8,3,7,156,1,0,benign,benign
8,3,7,610,0,1,malignant,malignant
8,3,7,460,1,0,benign,benign
8,3,7,618,1,0,benign,benign
8,3,7,611,0.2,0.8,malignant,malignant
8,3,7,34,1,0,benign,benign
8,3,7,535,1,0,benign,benign
8,3,7,416,0,1,malignant,malignant
8,3,7,77,1,0,benign,benign
8,3,7,631,1,0,benign,benign
8,3,7,299,0.1,0.9,malignant,malignant
8,3,7,650,0.9,0.1,benign,benign
8,3,7,593,1,0,benign,benign
8,3,7,5,0,1,malignant,malignant
8,3,7,577,1,0,benign,benign
8,3,7,19,1,0,benign,benign
8,3,7,400,0,1,malignant,malignant
8,3,7,673,0.9,0.1,benign,benign
8,3,7,262,0,1,malignant,malignant
8,3,7,76,1,0,benign,benign
8,3,7,657,0.470103,0.529897,malignant,benign
8,3,7,104,0,1,malignant,malignant
8,3,7,377,1,0,benign,benign
8,3,7,209,1,0,benign,benign
8,3,7,293,0,1,malignant,malignant
8,3,7,537,1,0,benign,benign
8,3,7,234,1,0,benign,benign
8,3,7,698,0.1,0.9,malignant,malignant
8,3,7,562,1,0,benign,benign
8,3,7,629,1,0,benign,benign
8,3,7,565,0,1,malignant,malignant
8,3,7,96,1,0,benign,benign
8,3,7,9,1,0,benign,benign
8,3,7,302,0,1,malignant,malignant
8,3,7,666,1,0,benign,benign
8,3,7,259,0.3,0.7,malignant,benign
8,3,7,272,0.1,0.9,malignant,malignant
8,3,7,638,1,0,benign,benign
8,3,7,198,1,0,benign,benign
8,3,7,231,0.1,0.9,malignant,malignant
8,3,7,651,1,0,benign,benign
8,3,7,281,1,0,benign,benign
8,3,7,109,0.1,0.9,malignant,malignant
8,3,7,24,1,0,benign,benign
8,3,7,572,1,0,benign,benign
8,3,7,329,0.1,0.9,malignant,malignant
8,3,7,534,1,0,benign,benign
8,3,7,283,0,1,malignant,malignant
8,3,7,331,1,0,benign,benign
8,3,7,393,1,0,benign,benign
8,3,7,233,0.1,0.9,malignant,malignant
8,3,7,601,1,0,benign,benign
8,3,7,596,1,0,benign,benign
8,3,7,340,0.1,0.9,malignant,malignant
8,3,7,16,1,0,benign,benign
8,3,7,498,1,0,benign,benign
8,3,7,697,0.3,0.7,malignant,malignant
8,3,7,169,1,0,benign,benign
8,3,7,199,1,0,benign,benign
8,3,7,106,0,1,malignant,malignant
8,3,7,602,1,0,benign,benign
8,3,7,45,1,0,benign,benign
8,3,7,359,0,1,malignant,malignant
8,4,0,598,1,0,benign,benign
8,4,0,185,1,0,benign,benign
8,4,0,348,0.9,0.1,benign,malignant
8,4,0,321,0.992582,0.007418,benign,benign
8,4,0,33,1,0,benign,benign
8,4,0,604,0.6,0.4,benign,malignant
8,4,0,470,1,0,benign,benign
8,4,0,235,0.660126,0.339874,benign,benign
8,4,0,515,0.014835,0.985165,malignant,malignant
8,4,0,480,1,0,benign,benign
8,4,0,484,1,0,benign,benign
8,4,0,264,0.1,0.9,malignant,malignant
8,4,0,688,1,0,benign,benign
8,4,0,254,0.2,0.8,malignant,malignant
8,4,0,385,1,0,benign,benign
8,4,0,653,1,0,benign,benign
8,4,0,292,0.236915,0.763085,malignant,malignant
8,4,0,486,1,0,benign,benign
8,4,0,275,0.660126,0.339874,benign,benign
8,4,0,107,0.214835,0.785165,malignant,malignant
8,4,0,584,1,0,benign,benign
8,4,0,217,1,0,benign,benign
8,4,0,285,0,1,malignant,malignant
8,4,0,127,1,0,benign,benign
8,4,0,671,1,0,benign,benign
8,4,0,353,0.114835,0.885165,malignant,malignant
8,4,0,120,1,0,benign,benign
8,4,0,297,0.343042,0.656958,malignant,benign
8,4,0,482,0,1,malignant,malignant
8,4,0,4,1,0,benign,benign
8,4,0,628,1,0,benign,benign
8,4,0,226,0,1,malignant,malignant
8,4,0,676,1,0,benign,benign
8,4,0,194,1,0,benign,benign
8,4,0,155,0.1,0.9,malignant,malignant
8,4,0,372,1,0,benign,benign
8,4,0,242,1,0,benign,benign
8,4,0,339,0.1,0.9,malignant,malignant
8,4,0,6,0.914835,0.085165,benign,benign
8,4,0,517,1,0,benign,benign
8,4,0,21,0,1,malignant,malignant
8,4,0,500,1,0,benign,benign
8,4,0,60,0.2,0.8,malignant,malignant
8,4,0,643,1,0,benign,benign
8,4,0,406,1,0,benign,benign
8,4,0,159,0,1,malignant,malignant
8,4,0,136,1,0,benign,benign
8,4,0,250,1,0,benign,benign
8,4,0,467,0,1,malignant,malignant
8,4,0,337,1,0,benign,benign
8,4,0,468,1,0,benign,benign
8,4,0,246,0,1,malignant,malignant
8,4,0,64,1,0,benign,benign
8,4,0,438,1,0,benign,benign
8,4,0,386,0,1,malignant,malignant
8,4,0,620,1,0,benign,benign
8,4,0,463,1,0,benign,benign
8,4,0,483,0,1,malignant,malignant
8,4,0,346,0.8,0.2,benign,benign
8,4,0,30,1,0,benign,benign
8,4,0,74,0,1,malignant,malignant
8,4,0,667,1,0,benign,benign
8,4,0,544,1,0,benign,benign
8,4,0,132,0,1,malignant,malignant
8,4,0,580,1,0,benign,benign
8,4,0,193,1,0,benign,benign
8,4,0,54,0.1,0.9,malignant,malignant
8,4,0,148,0.8,0.2,benign,benign
8,4,0,115,1,0,benign,benign
8,4,0,523,0,1,malignant,malignant
8,4,1,598,1,0,benign,benign
8,4,1,185,1,0,benign,benign
8,4,1,348,0.5,0.5,benign,malignant
8,4,1,321,0.976406,0.023594,benign,benign
8,4,1,33,1,0,benign,benign
8,4,1,604,0.2,0.8,malignant,malignant
8,4,1,470,1,0,benign,benign
8,4,1,235,0.800544,0.199456,benign,benign
8,4,1,515,0,1,malignant,malignant
8,4,1,480,1,0,benign,benign
8,4,1,484,1,0,benign,benign
8,4,1,264,0.3,0.7,malignant,malignant
8,4,1,688,1,0,benign,benign
8,4,1,254,0,1,malignant,malignant
8,4,1,385,0.9,0.1,benign,benign
8,4,1,653,1,0,benign,benign
8,4,1,292,0.200446,0.799554,malignant,malignant
8,4,1,486,1,0,benign,benign
8,4,1,275,0.810133,0.189867,benign,benign
8,4,1,107,0.1,0.9,malignant,malignant
8,4,1,584,1,0,benign,benign
8,4,1,217,1,0,benign,benign
8,4,1,285,0,1,malignant,malignant
8,4,1,127,1,0,benign,benign
8,4,1,671,1,0,benign,benign
8,4,1,353,0.2,0.8,malignant,malignant
8,4,1,120,1,0,benign,benign
8,4,1,297,0.288424,0.711576,malignant,benign
8,4,1,482,0,1,malignant,malignant
8,4,1,4,1,0,benign,benign
8,4,1,628,1,0,benign,benign
8,4,1,226,0,1,malignant,malignant
8,4,1,676,1,0,benign,benign
8,4,1,194,1,0,benign,benign
8,4,1,155,0.003448,0.996552,malignant,malignant
8,4,1,372,1,0,benign,benign
8,4,1,242,1,0,benign,benign
8,4,1,339,0,1,malignant,malignant
8,4,1,6,0.76216,0.23784,benign,benign
8,4,1,517,1,0,benign,benign
8,4,1,21,0,1,malignant,malignant
8,4,1,500,1,0,benign,benign
8,4,1,60,0.4,0.6,malignant,malignant
8,4,1,643,1,0,benign,benign
8,4,1,406,0.9,0.1,benign,benign
8,4,1,159,0,1,malignant,malignant
8,4,1,136,1,0,benign,benign
8,4,1,250,0.9,0.1,benign,benign
8,4,1,467,0,1,malignant,malignant
8,4,1,337,1,0,benign,benign
8,4,1,468,1,0,benign,benign
8,4,1,246,0,1,malignant,malignant
8,4,1,64,1,0,benign,benign
8,4,1,438,0.7,0.3,benign,benign
8,4,1,386,0,1,malignant,malignant
8,4,1,620,1,0,benign,benign
8,4,1,463,1,0,benign,benign
8,4,1,483,0,1,malignant,malignant
8,4,1,346,0.7,0.3,benign,benign
8,4,1,30,1,0,benign,benign
8,4,1,74,0.3,0.7,malignant,malignant
8,4,1,667,1,0,benign,benign
8,4,1,544,0.8,0.2,benign,benign
8,4,1,132,0,1,malignant,malignant
8,4,1,580,1,0,benign,benign
8,4,1,193,1,0,benign,benign
8,4,1,54,0,1,malignant,malignant
8,4,1,148,0.7,0.3,benign,benign
8,4,1,115,1,0,benign,benign
8,4,1,523,0,1,malignant,malignant
8,4,2,598,1,0,benign,benign
8,4,2,185,1,0,benign,benign
8,4,2,348,0.5,0.5,benign,malignant
8,4,2,321,0.991657,0.008343,benign,benign
8,4,2,33,1,0,benign,benign
8,4,2,604,0.3,0.7,malignant,malignant
8,4,2,470,1,0,benign,benign
8,4,2,235,0.761061,0.238939,benign,benign
8,4,2,515,0,1,malignant,malignant
8,4,2,480,1,0,benign,benign
8,4,2,484,1,0,benign,benign
8,4,2,264,0.1,0.9,malignant,malignant
8,4,2,688,1,0,benign,benign
8,4,2,254,0,1,malignant,malignant
8,4,2,385,1,0,benign,benign
8,4,2,653,1,0,benign,benign
8,4,2,292,0.061905,0.938095,malignant,malignant
8,4,2,486,1,0,benign,benign
8,4,2,275,0.756665,0.243335,benign,benign
8,4,2,107,0,1,malignant,malignant
8,4,2,584,0.9,0.1,benign,benign
8,4,2,217,1,0,benign,benign
8,4,2,285,0,1,malignant,malignant
8,4,2,127,1,0,benign,benign
8,4,2,671,1,0,benign,benign
8,4,2,353,0.1,0.9,malignant,malignant
8,4,2,120,1,0,benign,benign
8,4,2,297,0.175055,0.824945,malignant,benign
8,4,2,482,0,1,malignant,malignant
8,4,2,4,1,0,benign,benign
8,4,2,628,1,0,benign,benign
8,4,2,226,0,1,malignant,malignant
8,4,2,676,1,0,benign,benign
8,4,2,194,1,0,benign,benign
8,4,2,155,0.3,0.7,malignant,malignant
8,4,2,372,1,0,benign,benign
8,4,2,242,1,0,benign,benign
8,4,2,339,0.1,0.9,malignant,malignant
8,4,2,6,0.808791,0.191209,benign,benign
8,4,2,517,1,0,benign,benign
8,4,2,21,0,1,malignant,malignant
8,4,2,500,1,0,benign,benign
8,4,2,60,0.1,0.9,malignant,malignant
8,4,2,643,1,0,benign,benign
8,4,2,406,1,0,benign,benign
8,4,2,159,0,1,malignant,malignant
8,4,2,136,1,0,benign,benign
8,4,2,250,1,0,benign,benign
8,4,2,467,0,1,malignant,malignant
8,4,2,337,1,0,benign,benign
8,4,2,468,1,0,benign,benign
8,4,2,246,0,1,malignant,malignant
8,4,2,64,1,0,benign,benign
8,4,2,438,0.9,0.1,benign,benign
8,4,2,386,0.2,0.8,malignant,malignant
8,4,2,620,1,0,benign,benign
8,4,2,463,1,0,benign,benign
8,4,2,483,0,1,malignant,malignant
8,4,2,346,0.7,0.3,benign,benign
8,4,2,30,1,0,benign,benign
8,4,2,74,0.3,0.7,malignant,malignant
8,4,2,667,1,0,benign,benign
8,4,2,544,0.9,0.1,benign,benign
8,4,2,132,0,1,malignant,malignant
8,4,2,580,1,0,benign,benign
8,4,2,193,1,0,benign,benign
8,4,2,54,0.2,0.8,malignant,malignant
8,4,2,148,0.9,0.1,benign,benign
8,4,2,115,1,0,benign,benign
8,4,2,523,0,1,malignant,malignant
8,4,3,598,1,0,benign,benign
8,4,3,185,1,0,benign,benign
8,4,3,348,0.2,0.8,malignant,malignant
8,4,3,321,0.996429,0.003571,benign,benign
8,4,3,33,1,0,benign,benign
8,4,3,604,0.5,0.5,benign,malignant
8,4,3,470,1,0,benign,benign
8,4,3,235,1,0,benign,benign
8,4,3,515,0,1,malignant,malignant
8,4,3,480,1,0,benign,benign
8,4,3,484,1,0,benign,benign
8,4,3,264,0,1,malignant,malignant
8,4,3,688,1,0,benign,benign
8,4,3,254,0,1,malignant,malignant
8,4,3,385,0.9,0.1,benign,benign
8,4,3,653,1,0,benign,benign
8,4,3,292,0.131633,0.868367,malignant,malignant
8,4,3,486,1,0,benign,benign
8,4,3,275,1,0,benign,benign
8,4,3,107,0,1,malignant,malignant
8,4,3,584,1,0,benign,benign
8,4,3,217,1,0,benign,benign
8,4,3,285,0,1,malignant,malignant
8,4,3,127,1,0,benign,benign
8,4,3,671,1,0,benign,benign
8,4,3,353,0,1,malignant,malignant
8,4,3,120,1,0,benign,benign
8,4,3,297,0.41112,0.58888,malignant,benign
8,4,3,482,0,1,malignant,malignant
8,4,3,4,1,0,benign,benign
8,4,3,628,1,0,benign,benign
8,4,3,226,0,1,malignant,malignant
8,4,3,676,1,0,benign,benign
8,4,3,194,1,0,benign,benign
8,4,3,155,0.1,0.9,malignant,malignant
8,4,3,372,1,0,benign,benign
8,4,3,242,1,0,benign,benign
8,4,3,339,0.1,0.9,malignant,malignant
8,4,3,6,0.9,0.1,benign,benign
8,4,3,517,1,0,benign,benign
8,4,3,21,0,1,malignant,malignant
8,4,3,500,0.9,0.1,benign,benign
8,4,3,60,0.4,0.6,malignant,malignant
8,4,3,643,1,0,benign,benign
8,4,3,406,1,0,benign,benign
8,4,3,159,0,1,malignant,malignant
8,4,3,136,1,0,benign,benign
8,4,3,250,1,0,benign,benign
8,4,3,467,0,1,malignant,malignant
8,4,3,337,1,0,benign,benign
8,4,3,468,1,0,benign,benign
8,4,3,246,0,1,malignant,malignant
8,4,3,64,1,0,benign,benign
8,4,3,438,1,0,benign,benign
8,4,3,386,0.2,0.8,malignant,malignant
8,4,3,620,1,0,benign,benign
8,4,3,463,1,0,benign,benign
8,4,3,483,0,1,malignant,malignant
8,4,3,346,0.9,0.1,benign,benign
8,4,3,30,1,0,benign,benign
8,4,3,74,0.1,0.9,malignant,malignant
8,4,3,667,1,0,benign,benign
8,4,3,544,1,0,benign,benign
8,4,3,132,0,1,malignant,malignant
8,4,3,580,1,0,benign,benign
8,4,3,193,1,0,benign,benign
8,4,3,54,0.1,0.9,malignant,malignant
8,4,3,148,0.6,0.4,benign,benign
8,4,3,115,1,0,benign,benign
8,4,3,523,0,1,malignant,malignant
8,4,4,598,1,0,benign,benign
8,4,4,185,1,0,benign,benign
8,4,4,348,0.4,0.6,malignant,malignant
8,4,4,321,1,0,benign,benign
8,4,4,33,1,0,benign,benign
8,4,4,604,0.3,0.7,malignant,malignant
8,4,4,470,1,0,benign,benign
8,4,4,235,0.901578,0.098422,benign,benign
8,4,4,515,0,1,malignant,malignant
8,4,4,480,1,0,benign,benign
8,4,4,484,1,0,benign,benign
8,4,4,264,0,1,malignant,malignant
8,4,4,688,1,0,benign,benign
8,4,4,254,0,1,malignant,malignant
8,4,4,385,1,0,benign,benign
8,4,4,653,1,0,benign,benign
8,4,4,292,0.135642,0.864358,malignant,malignant
8,4,4,486,1,0,benign,benign
8,4,4,275,0.901578,0.098422,benign,benign
8,4,4,107,0,1,malignant,malignant
8,4,4,584,1,0,benign,benign
8,4,4,217,1,0,benign,benign
8,4,4,285,0,1,malignant,malignant
8,4,4,127,1,0,benign,benign
8,4,4,671,1,0,benign,benign
8,4,4,353,0,1,malignant,malignant
8,4,4,120,1,0,benign,benign
8,4,4,297,0.455669,0.544331,malignant,benign
8,4,4,482,0,1,malignant,malignant
8,4,4,4,1,0,benign,benign
8,4,4,628,1,0,benign,benign
8,4,4,226,0,1,malignant,malignant
8,4,4,676,1,0,benign,benign
8,4,4,194,1,0,benign,benign
8,4,4,155,0.5,0.5,benign,malignant
8,4,4,372,1,0,benign,benign
8,4,4,242,1,0,benign,benign
8,4,4,339,0,1,malignant,malignant
8,4,4,6,1,0,benign,benign
8,4,4,517,1,0,benign,benign
8,4,4,21,0,1,malignant,malignant
8,4,4,500,1,0,benign,benign
8,4,4,60,0.3,0.7,malignant,malignant
8,4,4,643,1,0,benign,benign
8,4,4,406,1,0,benign,benign
8,4,4,159,0,1,malignant,malignant
8,4,4,136,1,0,benign,benign
8,4,4,250,1,0,benign,benign
8,4,4,467,0,1,malignant,malignant
8,4,4,337,1,0,benign,benign
8,4,4,468,1,0,benign,benign
8,4,4,246,0,1,malignant,malignant
8,4,4,64,1,0,benign,benign
8,4,4,438,1,0,benign,benign
8,4,4,386,0.1,0.9,malignant,malignant
8,4,4,620,1,0,benign,benign
8,4,4,463,1,0,benign,benign
8,4,4,483,0,1,malignant,malignant
8,4,4,346,1,0,benign,benign
8,4,4,30,1,0,benign,benign
8,4,4,74,0.3,0.7,malignant,malignant
8,4,4,667,1,0,benign,benign
8,4,4,544,1,0,benign,benign
8,4,4,132,0.1,0.9,malignant,malignant
8,4,4,580,1,0,benign,benign
8,4,4,193,1,0,benign,benign
8,4,4,54,0,1,malignant,malignant
8,4,4,148,0.7,0.3,benign,benign
8,4,4,115,1,0,benign,benign
8,4,4,523,0,1,malignant,malignant
8,4,5,598,1,0,benign,benign
8,4,5,185,1,0,benign,benign
8,4,5,348,0.3,0.7,malignant,malignant
8,4,5,321,1,0,benign,benign
8,4,5,33,1,0,benign,benign
8,4,5,604,0.1,0.9,malignant,malignant
8,4,5,470,1,0,benign,benign
8,4,5,235,0.882322,0.117678,benign,benign
8,4,5,515,0.1,0.9,malignant,malignant
8,4,5,480,1,0,benign,benign
8,4,5,484,1,0,benign,benign
8,4,5,264,0.1,0.9,malignant,malignant
8,4,5,688,1,0,benign,benign
8,4,5,254,0,1,malignant,malignant
8,4,5,385,1,0,benign,benign
8,4,5,653,1,0,benign,benign
8,4,5,292,0.106056,0.893944,malignant,malignant
8,4,5,486,1,0,benign,benign
8,4,5,275,0.960894,0.039106,benign,benign
8,4,5,107,0.1,0.9,malignant,malignant
8,4,5,584,1,0,benign,benign
8,4,5,217,1,0,benign,benign
8,4,5,285,0,1,malignant,malignant
8,4,5,127,1,0,benign,benign
8,4,5,671,1,0,benign,benign
8,4,5,353,0,1,malignant,malignant
8,4,5,120,1,0,benign,benign
8,4,5,297,0.44115,0.55885,malignant,benign
8,4,5,482,0,1,malignant,malignant
8,4,5,4,1,0,benign,benign
8,4,5,628,1,0,benign,benign
8,4,5,226,0.1,0.9,malignant,malignant
8,4,5,676,1,0,benign,benign
8,4,5,194,1,0,benign,benign
8,4,5,155,0.3,0.7,malignant,malignant
8,4,5,372,1,0,benign,benign
8,4,5,242,1,0,benign,benign
8,4,5,339,0,1,malignant,malignant
8,4,5,6,1,0,benign,benign
8,4,5,517,1,0,benign,benign
8,4,5,21,0,1,malignant,malignant
8,4,5,500,1,0,benign,benign
8,4,5,60,0.2,0.8,malignant,malignant
8,4,5,643,1,0,benign,benign
8,4,5,406,1,0,benign,benign
8,4,5,159,0,1,malignant,malignant
8,4,5,136,1,0,benign,benign
8,4,5,250,1,0,benign,benign
8,4,5,467,0,1,malignant,malignant
8,4,5,337,1,0,benign,benign
8,4,5,468,1,0,benign,benign
8,4,5,246,0,1,malignant,malignant
8,4,5,64,1,0,benign,benign
8,4,5,438,1,0,benign,benign
8,4,5,386,0.1,0.9,malignant,malignant
8,4,5,620,1,0,benign,benign
8,4,5,463,1,0,benign,benign
8,4,5,483,0,1,malignant,malignant
8,4,5,346,1,0,benign,benign
8,4,5,30,1,0,benign,benign
8,4,5,74,0,1,malignant,malignant
8,4,5,667,1,0,benign,benign
8,4,5,544,1,0,benign,benign
8,4,5,132,0.2,0.8,malignant,malignant
8,4,5,580,1,0,benign,benign
8,4,5,193,1,0,benign,benign
8,4,5,54,0,1,malignant,malignant
8,4,5,148,0.8,0.2,benign,benign
8,4,5,115,1,0,benign,benign
8,4,5,523,0,1,malignant,malignant
8,4,6,598,1,0,benign,benign
8,4,6,185,1,0,benign,benign
8,4,6,348,0.4,0.6,malignant,malignant
8,4,6,321,0.995639,0.004361,benign,benign
8,4,6,33,1,0,benign,benign
8,4,6,604,0.4,0.6,malignant,malignant
8,4,6,470,1,0,benign,benign
8,4,6,235,0.932378,0.067622,benign,benign
8,4,6,515,0.1,0.9,malignant,malignant
8,4,6,480,1,0,benign,benign
8,4,6,484,1,0,benign,benign
8,4,6,264,0.1,0.9,malignant,malignant
8,4,6,688,1,0,benign,benign
8,4,6,254,0,1,malignant,malignant
8,4,6,385,1,0,benign,benign
8,4,6,653,1,0,benign,benign
8,4,6,292,0,1,malignant,malignant
8,4,6,486,1,0,benign,benign
8,4,6,275,0.932378,0.067622,benign,benign
8,4,6,107,0,1,malignant,malignant
8,4,6,584,1,0,benign,benign
8,4,6,217,1,0,benign,benign
8,4,6,285,0,1,malignant,malignant
8,4,6,127,1,0,benign,benign
8,4,6,671,1,0,benign,benign
8,4,6,353,0,1,malignant,malignant
8,4,6,120,1,0,benign,benign
8,4,6,297,0.797057,0.202943,benign,benign
8,4,6,482,0,1,malignant,malignant
8,4,6,4,1,0,benign,benign
8,4,6,628,1,0,benign,benign
8,4,6,226,0.1,0.9,malignant,malignant
8,4,6,676,1,0,benign,benign
8,4,6,194,1,0,benign,benign
8,4,6,155,0.4,0.6,malignant,malignant
8,4,6,372,1,0,benign,benign
8,4,6,242,1,0,benign,benign
8,4,6,339,0,1,malignant,malignant
8,4,6,6,0.904361,0.095639,benign,benign
8,4,6,517,1,0,benign,benign
8,4,6,21,0,1,malignant,malignant
8,4,6,500,1,0,benign,benign
8,4,6,60,0.2,0.8,malignant,malignant
8,4,6,643,1,0,benign,benign
8,4,6,406,1,0,benign,benign
8,4,6,159,0,1,malignant,malignant
8,4,6,136,1,0,benign,benign
8,4,6,250,1,0,benign,benign
8,4,6,467,0.1,0.9,malignant,malignant
8,4,6,337,1,0,benign,benign
8,4,6,468,1,0,benign,benign
8,4,6,246,0,1,malignant,malignant
8,4,6,64,1,0,benign,benign
8,4,6,438,1,0,benign,benign
8,4,6,386,0,1,malignant,malignant
8,4,6,620,1,0,benign,benign
8,4,6,463,1,0,benign,benign
8,4,6,483,0,1,malignant,malignant
8,4,6,346,0.9,0.1,benign,benign
8,4,6,30,1,0,benign,benign
8,4,6,74,0,1,malignant,malignant
8,4,6,667,1,0,benign,benign
8,4,6,544,1,0,benign,benign
8,4,6,132,0.3,0.7,malignant,malignant
8,4,6,580,1,0,benign,benign
8,4,6,193,1,0,benign,benign
8,4,6,54,0.1,0.9,malignant,malignant
8,4,6,148,0.9,0.1,benign,benign
8,4,6,115,1,0,benign,benign
8,4,6,523,0,1,malignant,malignant
8,4,7,598,1,0,benign,benign
8,4,7,185,1,0,benign,benign
8,4,7,348,0.8,0.2,benign,malignant
8,4,7,321,1,0,benign,benign
8,4,7,33,1,0,benign,benign
8,4,7,604,0.2,0.8,malignant,malignant
8,4,7,470,1,0,benign,benign
8,4,7,235,0.920695,0.079305,benign,benign
8,4,7,515,0.1,0.9,malignant,malignant
8,4,7,480,1,0,benign,benign
8,4,7,484,1,0,benign,benign
8,4,7,264,0,1,malignant,malignant
8,4,7,688,1,0,benign,benign
8,4,7,254,0.1,0.9,malignant,malignant
8,4,7,385,1,0,benign,benign
8,4,7,653,1,0,benign,benign
8,4,7,292,0,1,malignant,malignant
8,4,7,486,1,0,benign,benign
8,4,7,275,0.988372,0.011628,benign,benign
8,4,7,107,0.1,0.9,malignant,malignant
8,4,7,584,1,0,benign,benign
8,4,7,217,1,0,benign,benign
8,4,7,285,0,1,malignant,malignant
8,4,7,127,1,0,benign,benign
8,4,7,671,1,0,benign,benign
8,4,7,353,0.146855,0.853145,malignant,malignant
8,4,7,120,1,0,benign,benign
8,4,7,297,0.725836,0.274164,benign,benign
8,4,7,482,0,1,malignant,malignant
8,4,7,4,1,0,benign,benign
8,4,7,628,1,0,benign,benign
8,4,7,226,0,1,malignant,malignant
8,4,7,676,1,0,benign,benign
8,4,7,194,1,0,benign,benign
8,4,7,155,0.2,0.8,malignant,malignant
8,4,7,372,1,0,benign,benign
8,4,7,242,1,0,benign,benign
8,4,7,339,0.1,0.9,malignant,malignant
8,4,7,6,1,0,benign,benign
8,4,7,517,1,0,benign,benign
8,4,7,21,0,1,malignant,malignant
8,4,7,500,1,0,benign,benign
8,4,7,60,0.3,0.7,malignant,malignant
8,4,7,643,1,0,benign,benign
8,4,7,406,1,0,benign,benign
8,4,7,159,0,1,malignant,malignant
8,4,7,136,1,0,benign,benign
8,4,7,250,1,0,benign,benign
8,4,7,467,0.2,0.8,malignant,malignant
8,4,7,337,1,0,benign,benign
8,4,7,468,1,0,benign,benign
8,4,7,246,0,1,malignant,malignant
8,4,7,64,1,0,benign,benign
8,4,7,438,1,0,benign,benign
8,4,7,386,0,1,malignant,malignant
8,4,7,620,1,0,benign,benign
8,4,7,463,1,0,benign,benign
8,4,7,483,0,1,malignant,malignant
8,4,7,346,1,0,benign,benign
8,4,7,30,1,0,benign,benign
8,4,7,74,0,1,malignant,malignant
8,4,7,667,1,0,benign,benign
8,4,7,544,1,0,benign,benign
8,4,7,132,0.1,0.9,malignant,malignant
8,4,7,580,1,0,benign,benign
8,4,7,193,1,0,benign,benign
8,4,7,54,0,1,malignant,malignant
8,4,7,148,0.8,0.2,benign,benign
8,4,7,115,1,0,benign,benign
8,4,7,523,0,1,malignant,malignant
8,5,0,17,1,0,benign,benign
8,5,0,648,0.2,0.8,malignant,malignant
8,5,0,624,1,0,benign,benign
8,5,0,129,0.9,0.1,benign,benign
8,5,0,191,0,1,malignant,malignant
8,5,0,647,1,0,benign,benign
8,5,0,280,1,0,benign,benign
8,5,0,223,0,1,malignant,malignant
8,5,0,547,1,0,benign,benign
8,5,0,351,1,0,benign,benign
8,5,0,23,0.236915,0.763085,malignant,malignant
8,5,0,72,0.8,0.2,benign,benign
8,5,0,656,1,0,benign,benign
8,5,0,421,0.1,0.9,malignant,malignant
8,5,0,137,1,0,benign,benign
8,5,0,269,1,0,benign,benign
8,5,0,255,0,1,malignant,malignant
8,5,0,208,1,0,benign,benign
8,5,0,373,1,0,benign,benign
8,5,0,570,0,1,malignant,malignant
8,5,0,388,1,0,benign,benign
8,5,0,654,1,0,benign,benign
8,5,0,349,0.014835,0.985165,malignant,malignant
8,5,0,497,1,0,benign,benign
8,5,0,664,1,0,benign,benign
8,5,0,190,0,1,malignant,malignant
8,5,0,625,0.6,0.4,benign,benign
8,5,0,301,1,0,benign,benign
8,5,0,436,0.6,0.4,benign,malignant
8,5,0,278,1,0,benign,benign
8,5,0,381,0,1,malignant,malignant
8,5,0,365,1,0,benign,benign
8,5,0,95,1,0,benign,benign
8,5,0,323,0.1,0.9,malignant,malignant
8,5,0,296,0,1,malignant,benign
8,5,0,315,0.340714,0.659286,malignant,benign
8,5,0,124,0.1,0.9,malignant,malignant
8,5,0,219,0.9,0.1,benign,benign
8,5,0,375,1,0,benign,benign
8,5,0,46,0.214835,0.785165,malignant,malignant
8,5,0,216,1,0,benign,benign
8,5,0,399,0.9,0.1,benign,benign
8,5,0,288,0.2,0.8,malignant,malignant
8,5,0,685,1,0,benign,benign
8,5,0,35,1,0,benign,benign
8,5,0,167,0.6,0.4,benign,malignant
8,5,0,674,1,0,benign,benign
8,5,0,644,1,0,benign,benign
8,5,0,440,0,1,malignant,malignant
8,5,0,29,1,0,benign,benign
8,5,0,276,1,0,benign,benign
8,5,0,230,0,1,malignant,malignant
8,5,0,587,1,0,benign,benign
8,5,0,450,1,0,benign,benign
8,5,0,605,0,1,malignant,malignant
8,5,0,327,1,0,benign,benign
8,5,0,619,1,0,benign,benign
8,5,0,668,0.5,0.5,benign,malignant
8,5,0,567,1,0,benign,benign
8,5,0,479,0.014835,0.985165,malignant,malignant
8,5,0,678,1,0,benign,benign
8,5,0,178,1,0,benign,benign
8,5,0,43,0.6,0.4,benign,malignant
8,5,0,294,0.992582,0.007418,benign,benign
8,5,0,143,1,0,benign,benign
8,5,0,68,0,1,malignant,malignant
8,5,0,426,0.8,0.2,benign,benign
8,5,0,684,1,0,benign,benign
8,5,0,239,0,1,malignant,malignant
8,5,0,490,1,0,benign,benign
8,5,1,17,1,0,benign,benign
8,5,1,648,0.2,0.8,malignant,malignant
8,5,1,624,1,0,benign,benign
8,5,1,129,1,0,benign,benign
8,5,1,191,0,1,malignant,malignant
8,5,1,647,1,0,benign,benign
8,5,1,280,1,0,benign,benign
8,5,1,223,0,1,malignant,malignant
8,5,1,547,1,0,benign,benign
8,5,1,351,1,0,benign,benign
8,5,1,23,0.267861,0.732139,malignant,malignant
8,5,1,72,0.6,0.4,benign,benign
8,5,1,656,1,0,benign,benign
8,5,1,421,0,1,malignant,malignant
8,5,1,137,1,0,benign,benign
8,5,1,269,1,0,benign,benign
8,5,1,255,0,1,malignant,malignant
8,5,1,208,1,0,benign,benign
8,5,1,373,1,0,benign,benign
8,5,1,570,0,1,malignant,malignant
8,5,1,388,1,0,benign,benign
8,5,1,654,1,0,benign,benign
8,5,1,349,0,1,malignant,malignant
8,5,1,497,1,0,benign,benign
8,5,1,664,1,0,benign,benign
8,5,1,190,0,1,malignant,malignant
8,5,1,625,0.9,0.1,benign,benign
8,5,1,301,1,0,benign,benign
8,5,1,436,0.2,0.8,malignant,malignant
8,5,1,278,1,0,benign,benign
8,5,1,381,0,1,malignant,malignant
8,5,1,365,1,0,benign,benign
8,5,1,95,1,0,benign,benign
8,5,1,323,0.003448,0.996552,malignant,malignant
8,5,1,296,0.2,0.8,malignant,benign
8,5,1,315,0.077374,0.922626,malignant,benign
8,5,1,124,0,1,malignant,malignant
8,5,1,219,0.8,0.2,benign,benign
8,5,1,375,1,0,benign,benign
8,5,1,46,0.2,0.8,malignant,malignant
8,5,1,216,1,0,benign,benign
8,5,1,399,0.7,0.3,benign,benign
8,5,1,288,0.2,0.8,malignant,malignant
8,5,1,685,1,0,benign,benign
8,5,1,35,1,0,benign,benign
8,5,1,167,0.5,0.5,benign,malignant
8,5,1,674,1,0,benign,benign
8,5,1,644,1,0,benign,benign
8,5,1,440,0,1,malignant,malignant
8,5,1,29,0.8,0.2,benign,benign
8,5,1,276,1,0,benign,benign
8,5,1,230,0,1,malignant,malignant
8,5,1,587,1,0,benign,benign
8,5,1,450,1,0,benign,benign
8,5,1,605,0,1,malignant,malignant
8,5,1,327,1,0,benign,benign
8,5,1,619,1,0,benign,benign
8,5,1,668,0.3,0.7,malignant,malignant
8,5,1,567,1,0,benign,benign
8,5,1,479,0,1,malignant,malignant
8,5,1,678,1,0,benign,benign
8,5,1,178,1,0,benign,benign
8,5,1,43,0.5,0.5,benign,malignant
8,5,1,294,0.985995,0.014005,benign,benign
8,5,1,143,1,0,benign,benign
8,5,1,68,0,1,malignant,malignant
8,5,1,426,0.8,0.2,benign,benign
8,5,1,684,1,0,benign,benign
8,5,1,239,0,1,malignant,malignant
8,5,1,490,1,0,benign,benign
8,5,2,17,1,0,benign,benign
8,5,2,648,0.2,0.8,malignant,malignant
8,5,2,624,1,0,benign,benign
8,5,2,129,1,0,benign,benign
8,5,2,191,0,1,malignant,malignant
8,5,2,647,1,0,benign,benign
8,5,2,280,1,0,benign,benign
8,5,2,223,0,1,malignant,malignant
8,5,2,547,1,0,benign,benign
8,5,2,351,1,0,benign,benign
8,5,2,23,0.187627,0.812373,malignant,malignant
8,5,2,72,0.9,0.1,benign,benign
8,5,2,656,1,0,benign,benign
8,5,2,421,0.1,0.9,malignant,malignant
8,5,2,137,1,0,benign,benign
8,5,2,269,1,0,benign,benign
8,5,2,255,0,1,malignant,malignant
8,5,2,208,1,0,benign,benign
8,5,2,373,1,0,benign,benign
8,5,2,570,0.1,0.9,malignant,malignant
8,5,2,388,1,0,benign,benign
8,5,2,654,1,0,benign,benign
8,5,2,349,0,1,malignant,malignant
8,5,2,497,1,0,benign,benign
8,5,2,664,1,0,benign,benign
8,5,2,190,0,1,malignant,malignant
8,5,2,625,0.8,0.2,benign,benign
8,5,2,301,1,0,benign,benign
8,5,2,436,0.2,0.8,malignant,malignant
8,5,2,278,1,0,benign,benign
8,5,2,381,0,1,malignant,malignant
8,5,2,365,1,0,benign,benign
8,5,2,95,1,0,benign,benign
8,5,2,323,0.2,0.8,malignant,malignant
8,5,2,296,0,1,malignant,benign
8,5,2,315,0.098143,0.901857,malignant,benign
8,5,2,124,0,1,malignant,malignant
8,5,2,219,1,0,benign,benign
8,5,2,375,1,0,benign,benign
8,5,2,46,0.1,0.9,malignant,malignant
8,5,2,216,1,0,benign,benign
8,5,2,399,0.9,0.1,benign,benign
8,5,2,288,0.4,0.6,malignant,malignant
8,5,2,685,1,0,benign,benign
8,5,2,35,1,0,benign,benign
8,5,2,167,0.4,0.6,malignant,malignant
8,5,2,674,1,0,benign,benign
8,5,2,644,1,0,benign,benign
8,5,2,440,0,1,malignant,malignant
8,5,2,29,0.9,0.1,benign,benign
8,5,2,276,1,0,benign,benign
8,5,2,230,0,1,malignant,malignant
8,5,2,587,1,0,benign,benign
8,5,2,450,1,0,benign,benign
8,5,2,605,0,1,malignant,malignant
8,5,2,327,1,0,benign,benign
8,5,2,619,1,0,benign,benign
8,5,2,668,0.2,0.8,malignant,malignant
8,5,2,567,1,0,benign,benign
8,5,2,479,0,1,malignant,malignant
8,5,2,678,1,0,benign,benign
8,5,2,178,1,0,benign,benign
8,5,2,43,0.5,0.5,benign,malignant
8,5,2,294,0.991657,0.008343,benign,benign
8,5,2,143,1,0,benign,benign
8,5,2,68,0,1,malignant,malignant
8,5,2,426,1,0,benign,benign
8,5,2,684,1,0,benign,benign
8,5,2,239,0,1,malignant,malignant
8,5,2,490,1,0,benign,benign
8,5,3,17,1,0,benign,benign
8,5,3,648,0,1,malignant,malignant
8,5,3,624,1,0,benign,benign
8,5,3,129,0.9,0.1,benign,benign
8,5,3,191,0,1,malignant,malignant
8,5,3,647,1,0,benign,benign
8,5,3,280,1,0,benign,benign
8,5,3,223,0,1,malignant,malignant
8,5,3,547,1,0,benign,benign
8,5,3,351,1,0,benign,benign
8,5,3,23,0.239325,0.760675,malignant,malignant
8,5,3,72,0.6,0.4,benign,benign
8,5,3,656,1,0,benign,benign
8,5,3,421,0.1,0.9,malignant,malignant
8,5,3,137,1,0,benign,benign
8,5,3,269,1,0,benign,benign
8,5,3,255,0,1,malignant,malignant
8,5,3,208,1,0,benign,benign
8,5,3,373,1,0,benign,benign
8,5,3,570,0.1,0.9,malignant,malignant
8,5,3,388,1,0,benign,benign
8,5,3,654,1,0,benign,benign
8,5,3,349,0.3,0.7,malignant,malignant
8,5,3,497,1,0,benign,benign
8,5,3,664,1,0,benign,benign
8,5,3,190,0,1,malignant,malignant
8,5,3,625,0.9,0.1,benign,benign
8,5,3,301,1,0,benign,benign
8,5,3,436,0.1,0.9,malignant,malignant
8,5,3,278,1,0,benign,benign
8,5,3,381,0.1,0.9,malignant,malignant
8,5,3,365,1,0,benign,benign
8,5,3,95,1,0,benign,benign
8,5,3,323,0.1,0.9,malignant,malignant
8,5,3,296,0.2,0.8,malignant,benign
8,5,3,315,0,1,malignant,benign
8,5,3,124,0.3,0.7,malignant,malignant
8,5,3,219,1,0,benign,benign
8,5,3,375,1,0,benign,benign
8,5,3,46,0,1,malignant,malignant
8,5,3,216,1,0,benign,benign
8,5,3,399,0.9,0.1,benign,benign
8,5,3,288,0.4,0.6,malignant,malignant
8,5,3,685,1,0,benign,benign
8,5,3,35,1,0,benign,benign
8,5,3,167,0.1,0.9,malignant,malignant
8,5,3,674,1,0,benign,benign
8,5,3,644,1,0,benign,benign
8,5,3,440,0,1,malignant,malignant
8,5,3,29,1,0,benign,benign
8,5,3,276,1,0,benign,benign
8,5,3,230,0.2,0.8,malignant,malignant
8,5,3,587,1,0,benign,benign
8,5,3,450,1,0,benign,benign
8,5,3,605,0,1,malignant,malignant
8,5,3,327,1,0,benign,benign
8,5,3,619,1,0,benign,benign
8,5,3,668,0,1,malignant,malignant
8,5,3,567,1,0,benign,benign
8,5,3,479,0,1,malignant,malignant
8,5,3,678,1,0,benign,benign
8,5,3,178,1,0,benign,benign
8,5,3,43,0.1,0.9,malignant,malignant
8,5,3,294,0.996429,0.003571,benign,benign
8,5,3,143,1,0,benign,benign
8,5,3,68,0.1,0.9,malignant,malignant
8,5,3,426,0.9,0.1,benign,benign
8,5,3,684,1,0,benign,benign
8,5,3,239,0.1,0.9,malignant,malignant
8,5,3,490,1,0,benign,benign
8,5,4,17,1,0,benign,benign
8,5,4,648,0,1,malignant,malignant
8,5,4,624,1,0,benign,benign
8,5,4,129,0.9,0.1,benign,benign
8,5,4,191,0,1,malignant,malignant
8,5,4,647,1,0,benign,benign
8,5,4,280,1,0,benign,benign
8,5,4,223,0,1,malignant,malignant
8,5,4,547,1,0,benign,benign
8,5,4,351,1,0,benign,benign
8,5,4,23,0.135729,0.864271,malignant,malignant
8,5,4,72,0.6,0.4,benign,benign
8,5,4,656,1,0,benign,benign
8,5,4,421,0,1,malignant,malignant
8,5,4,137,1,0,benign,benign
8,5,4,269,1,0,benign,benign
8,5,4,255,0.3,0.7,malignant,malignant
8,5,4,208,1,0,benign,benign
8,5,4,373,1,0,benign,benign
8,5,4,570,0.1,0.9,malignant,malignant
8,5,4,388,1,0,benign,benign
8,5,4,654,1,0,benign,benign
8,5,4,349,0.4,0.6,malignant,malignant
8,5,4,497,1,0,benign,benign
8,5,4,664,1,0,benign,benign
8,5,4,190,0,1,malignant,malignant
8,5,4,625,0.9,0.1,benign,benign
8,5,4,301,1,0,benign,benign
8,5,4,436,0.5,0.5,benign,malignant
8,5,4,278,1,0,benign,benign
8,5,4,381,0,1,malignant,malignant
8,5,4,365,1,0,benign,benign
8,5,4,95,1,0,benign,benign
8,5,4,323,0.3,0.7,malignant,malignant
8,5,4,296,0.2,0.8,malignant,benign
8,5,4,315,0.335896,0.664104,malignant,benign
8,5,4,124,0.2,0.8,malignant,malignant
8,5,4,219,1,0,benign,benign
8,5,4,375,1,0,benign,benign
8,5,4,46,0.2,0.8,malignant,malignant
8,5,4,216,1,0,benign,benign
8,5,4,399,1,0,benign,benign
8,5,4,288,0.3,0.7,malignant,malignant
8,5,4,685,1,0,benign,benign
8,5,4,35,1,0,benign,benign
8,5,4,167,0.3,0.7,malignant,malignant
8,5,4,674,1,0,benign,benign
8,5,4,644,1,0,benign,benign
8,5,4,440,0.1,0.9,malignant,malignant
8,5,4,29,1,0,benign,benign
8,5,4,276,1,0,benign,benign
8,5,4,230,0.2,0.8,malignant,malignant
8,5,4,587,1,0,benign,benign
8,5,4,450,1,0,benign,benign
8,5,4,605,0,1,malignant,malignant
8,5,4,327,1,0,benign,benign
8,5,4,619,1,0,benign,benign
8,5,4,668,0.4,0.6,malignant,malignant
8,5,4,567,1,0,benign,benign
8,5,4,479,0,1,malignant,malignant
8,5,4,678,1,0,benign,benign
8,5,4,178,1,0,benign,benign
8,5,4,43,0.8,0.2,benign,malignant
8,5,4,294,1,0,benign,benign
8,5,4,143,1,0,benign,benign
8,5,4,68,0.2,0.8,malignant,malignant
8,5,4,426,0.9,0.1,benign,benign
8,5,4,684,1,0,benign,benign
8,5,4,239,0,1,malignant,malignant
8,5,4,490,1,0,benign,benign
8,5,5,17,1,0,benign,benign
8,5,5,648,0,1,malignant,malignant
8,5,5,624,1,0,benign,benign
8,5,5,129,1,0,benign,benign
8,5,5,191,0,1,malignant,malignant
8,5,5,647,1,0,benign,benign
8,5,5,280,1,0,benign,benign
8,5,5,223,0,1,malignant,malignant
8,5,5,547,1,0,benign,benign
8,5,5,351,1,0,benign,benign
8,5,5,23,0.097612,0.902388,malignant,malignant
8,5,5,72,0.5,0.5,benign,benign
8,5,5,656,1,0,benign,benign
8,5,5,421,0,1,malignant,malignant
8,5,5,137,1,0,benign,benign
8,5,5,269,1,0,benign,benign
8,5,5,255,0.6,0.4,benign,malignant
8,5,5,208,1,0,benign,benign
8,5,5,373,1,0,benign,benign
8,5,5,570,0,1,malignant,malignant
8,5,5,388,1,0,benign,benign
8,5,5,654,1,0,benign,benign
8,5,5,349,0,1,malignant,malignant
8,5,5,497,1,0,benign,benign
8,5,5,664,1,0,benign,benign
8,5,5,190,0,1,malignant,malignant
8,5,5,625,0.8,0.2,benign,benign
8,5,5,301,1,0,benign,benign
8,5,5,436,0.1,0.9,malignant,malignant
8,5,5,278,1,0,benign,benign
8,5,5,381,0,1,malignant,malignant
8,5,5,365,1,0,benign,benign
8,5,5,95,1,0,benign,benign
8,5,5,323,0,1,malignant,malignant
8,5,5,296,0.2,0.8,malignant,benign
8,5,5,315,0,1,malignant,benign
8,5,5,124,0.3,0.7,malignant,malignant
8,5,5,219,0.9,0.1,benign,benign
8,5,5,375,1,0,benign,benign
8,5,5,46,0,1,malignant,malignant
8,5,5,216,1,0,benign,benign
8,5,5,399,1,0,benign,benign
8,5,5,288,0.3,0.7,malignant,malignant
8,5,5,685,1,0,benign,benign
8,5,5,35,1,0,benign,benign
8,5,5,167,0.1,0.9,malignant,malignant
8,5,5,674,1,0,benign,benign
8,5,5,644,1,0,benign,benign
8,5,5,440,0,1,malignant,malignant
8,5,5,29,1,0,benign,benign
8,5,5,276,1,0,benign,benign
8,5,5,230,0,1,malignant,malignant
8,5,5,587,1,0,benign,benign
8,5,5,450,1,0,benign,benign
8,5,5,605,0,1,malignant,malignant
8,5,5,327,1,0,benign,benign
8,5,5,619,1,0,benign,benign
8,5,5,668,0.1,0.9,malignant,malignant
8,5,5,567,1,0,benign,benign
8,5,5,479,0,1,malignant,malignant
8,5,5,678,1,0,benign,benign
8,5,5,178,1,0,benign,benign
8,5,5,43,0.4,0.6,malignant,malignant
8,5,5,294,1,0,benign,benign
8,5,5,143,1,0,benign,benign
8,5,5,68,0.2,0.8,malignant,malignant
8,5,5,426,0.9,0.1,benign,benign
8,5,5,684,1,0,benign,benign
8,5,5,239,0,1,malignant,malignant
8,5,5,490,1,0,benign,benign
8,5,6,17,1,0,benign,benign
8,5,6,648,0,1,malignant,malignant
8,5,6,624,1,0,benign,benign
8,5,6,129,1,0,benign,benign
8,5,6,191,0,1,malignant,malignant
8,5,6,647,1,0,benign,benign
8,5,6,280,1,0,benign,benign
8,5,6,223,0,1,malignant,malignant
8,5,6,547,1,0,benign,benign
8,5,6,351,1,0,benign,benign
8,5,6,23,0.106595,0.893405,malignant,malignant
8,5,6,72,0.8,0.2,benign,benign
8,5,6,656,1,0,benign,benign
8,5,6,421,0,1,malignant,malignant
8,5,6,137,1,0,benign,benign
8,5,6,269,1,0,benign,benign
8,5,6,255,0.3,0.7,malignant,malignant
8,5,6,208,1,0,benign,benign
8,5,6,373,1,0,benign,benign
8,5,6,570,0.1,0.9,malignant,malignant
8,5,6,388,1,0,benign,benign
8,5,6,654,1,0,benign,benign
8,5,6,349,0.2,0.8,malignant,malignant
8,5,6,497,1,0,benign,benign
8,5,6,664,1,0,benign,benign
8,5,6,190,0,1,malignant,malignant
8,5,6,625,1,0,benign,benign
8,5,6,301,1,0,benign,benign
8,5,6,436,0.1,0.9,malignant,malignant
8,5,6,278,1,0,benign,benign
8,5,6,381,0.1,0.9,malignant,malignant
8,5,6,365,1,0,benign,benign
8,5,6,95,1,0,benign,benign
8,5,6,323,0.1,0.9,malignant,malignant
8,5,6,296,0.2,0.8,malignant,benign
8,5,6,315,0.277523,0.722477,malignant,benign
8,5,6,124,0.344136,0.655864,malignant,malignant
8,5,6,219,1,0,benign,benign
8,5,6,375,1,0,benign,benign
8,5,6,46,0,1,malignant,malignant
8,5,6,216,1,0,benign,benign
8,5,6,399,1,0,benign,benign
8,5,6,288,0.5,0.5,benign,malignant
8,5,6,685,1,0,benign,benign
8,5,6,35,1,0,benign,benign
8,5,6,167,0.1,0.9,malignant,malignant
8,5,6,674,1,0,benign,benign
8,5,6,644,1,0,benign,benign
8,5,6,440,0,1,malignant,malignant
8,5,6,29,1,0,benign,benign
8,5,6,276,1,0,benign,benign
8,5,6,230,0.1,0.9,malignant,malignant
8,5,6,587,1,0,benign,benign
8,5,6,450,0.9,0.1,benign,benign
8,5,6,605,0,1,malignant,malignant
8,5,6,327,1,0,benign,benign
8,5,6,619,1,0,benign,benign
8,5,6,668,0.2,0.8,malignant,malignant
8,5,6,567,1,0,benign,benign
8,5,6,479,0,1,malignant,malignant
8,5,6,678,1,0,benign,benign
8,5,6,178,1,0,benign,benign
8,5,6,43,0.6,0.4,benign,malignant
8,5,6,294,1,0,benign,benign
8,5,6,143,1,0,benign,benign
8,5,6,68,0,1,malignant,malignant
8,5,6,426,0.8,0.2,benign,benign
8,5,6,684,1,0,benign,benign
8,5,6,239,0.1,0.9,malignant,malignant
8,5,6,490,1,0,benign,benign
8,5,7,17,1,0,benign,benign
8,5,7,648,0,1,malignant,malignant
8,5,7,624,1,0,benign,benign
8,5,7,129,0.8,0.2,benign,benign
8,5,7,191,0,1,malignant,malignant
8,5,7,647,1,0,benign,benign
8,5,7,280,1,0,benign,benign
8,5,7,223,0,1,malignant,malignant
8,5,7,547,1,0,benign,benign
8,5,7,351,1,0,benign,benign
8,5,7,23,0.307298,0.692702,malignant,malignant
8,5,7,72,0.9,0.1,benign,benign
8,5,7,656,1,0,benign,benign
8,5,7,421,0,1,malignant,malignant
8,5,7,137,1,0,benign,benign
8,5,7,269,1,0,benign,benign
8,5,7,255,0.4,0.6,malignant,malignant
8,5,7,208,1,0,benign,benign
8,5,7,373,1,0,benign,benign
8,5,7,570,0,1,malignant,malignant
8,5,7,388,1,0,benign,benign
8,5,7,654,1,0,benign,benign
8,5,7,349,0,1,malignant,malignant
8,5,7,497,1,0,benign,benign
8,5,7,664,1,0,benign,benign
8,5,7,190,0,1,malignant,malignant
8,5,7,625,0.9,0.1,benign,benign
8,5,7,301,1,0,benign,benign
8,5,7,436,0,1,malignant,malignant
8,5,7,278,1,0,benign,benign
8,5,7,381,0,1,malignant,malignant
8,5,7,365,1,0,benign,benign
8,5,7,95,1,0,benign,benign
8,5,7,323,0.1,0.9,malignant,malignant
8,5,7,296,0.4,0.6,malignant,benign
8,5,7,315,0.1569,0.8431,malignant,benign
8,5,7,124,0.430702,0.569298,malignant,malignant
8,5,7,219,1,0,benign,benign
8,5,7,375,1,0,benign,benign
8,5,7,46,0.1,0.9,malignant,malignant
8,5,7,216,1,0,benign,benign
8,5,7,399,1,0,benign,benign
8,5,7,288,0.425674,0.574326,malignant,malignant
8,5,7,685,1,0,benign,benign
8,5,7,35,1,0,benign,benign
8,5,7,167,0,1,malignant,malignant
8,5,7,674,1,0,benign,benign
8,5,7,644,1,0,benign,benign
8,5,7,440,0,1,malignant,malignant
8,5,7,29,1,0,benign,benign
8,5,7,276,1,0,benign,benign
8,5,7,230,0.2,0.8,malignant,malignant
8,5,7,587,1,0,benign,benign
8,5,7,450,1,0,benign,benign
8,5,7,605,0,1,malignant,malignant
8,5,7,327,1,0,benign,benign
8,5,7,619,1,0,benign,benign
8,5,7,668,0.3,0.7,malignant,malignant
8,5,7,567,1,0,benign,benign
8,5,7,479,0,1,malignant,malignant
8,5,7,678,1,0,benign,benign
8,5,7,178,1,0,benign,benign
8,5,7,43,0.140097,0.859903,malignant,malignant
8,5,7,294,1,0,benign,benign
8,5,7,143,1,0,benign,benign
8,5,7,68,0,1,malignant,malignant
8,5,7,426,0.8,0.2,benign,benign
8,5,7,684,1,0,benign,benign
8,5,7,239,0.1,0.9,malignant,malignant
8,5,7,490,1,0,benign,benign
8,6,0,176,1,0,benign,benign
8,6,0,594,0.014835,0.985165,malignant,malignant
8,6,0,370,1,0,benign,benign
8,6,0,93,1,0,benign,benign
8,6,0,696,0.1,0.9,malignant,malignant
8,6,0,70,1,0,benign,benign
8,6,0,48,1,0,benign,benign
8,6,0,213,0,1,malignant,malignant
8,6,0,228,1,0,benign,benign
8,6,0,538,1,0,benign,benign
8,6,0,55,0,1,malignant,malignant
8,6,0,310,1,0,benign,benign
8,6,0,379,0.7,0.3,benign,benign
8,6,0,49,0,1,malignant,malignant
8,6,0,686,1,0,benign,benign
8,6,0,114,0.9,0.1,benign,benign
8,6,0,435,0,1,malignant,malignant
8,6,0,496,1,0,benign,benign
8,6,0,117,0.014835,0.985165,malignant,malignant
8,6,0,552,1,0,benign,benign
8,6,0,347,1,0,benign,benign
8,6,0,568,0,1,malignant,malignant
8,6,0,529,1,0,benign,benign
8,6,0,548,1,0,benign,benign
8,6,0,261,0,1,malignant,malignant
8,6,0,363,0.6,0.4,benign,benign
8,6,0,119,1,0,benign,benign
8,6,0,210,0,1,malignant,malignant
8,6,0,345,1,0,benign,benign
8,6,0,694,1,0,benign,benign
8,6,0,32,0,1,malignant,malignant
8,6,0,485,1,0,benign,benign
8,6,0,138,1,0,benign,benign
8,6,0,360,0,1,malignant,malignant
8,6,0,189,0.9,0.1,benign,benign
8,6,0,404,1,0,benign,benign
8,6,0,186,0.014835,0.985165,malignant,malignant
8,6,0,165,1,0,benign,benign
8,6,0,499,1,0,benign,benign
8,6,0,344,0,1,malignant,malignant
8,6,0,687,1,0,benign,benign
8,6,0,578,1,0,benign,benign
8,6,0,270,0,1,malignant,malignant
8,6,0,439,1,0,benign,benign
8,6,0,575,1,0,benign,benign
8,6,0,126,0,1,malignant,malignant
8,6,0,528,0.9,0.1,benign,benign
8,6,0,73,0,1,malignant,malignant
8,6,0,446,1,0,benign,benign
8,6,0,635,1,0,benign,benign
8,6,0,152,0,1,malignant,malignant
8,6,0,642,1,0,benign,benign
8,6,0,139,0.992582,0.007418,benign,benign
8,6,0,42,0,1,malignant,malignant
8,6,0,442,1,0,benign,benign
8,6,0,524,1,0,benign,benign
8,6,0,52,0,1,malignant,malignant
8,6,0,118,0.9,0.1,benign,benign
8,6,0,354,1,0,benign,benign
8,6,0,358,0,1,malignant,malignant
8,6,0,477,1,0,benign,benign
8,6,0,508,1,0,benign,benign
8,6,0,201,0.1,0.9,malignant,malignant
8,6,0,396,1,0,benign,benign
8,6,0,26,1,0,benign,benign
8,6,0,236,0,1,malignant,malignant
8,6,0,561,1,0,benign,benign
8,6,0,403,1,0,benign,benign
8,6,0,366,0,1,malignant,malignant
8,6,0,145,0.660126,0.339874,benign,benign
8,6,1,176,1,0,benign,benign
8,6,1,594,0,1,malignant,malignant
8,6,1,370,0.9,0.1,benign,benign
8,6,1,93,1,0,benign,benign
8,6,1,696,0.2,0.8,malignant,malignant
8,6,1,70,0.8,0.2,benign,benign
8,6,1,48,1,0,benign,benign
8,6,1,213,0,1,malignant,malignant
8,6,1,228,1,0,benign,benign
8,6,1,538,1,0,benign,benign
8,6,1,55,0,1,malignant,malignant
8,6,1,310,1,0,benign,benign
8,6,1,379,0.7,0.3,benign,benign
8,6,1,49,0,1,malignant,malignant
8,6,1,686,1,0,benign,benign
8,6,1,114,0.8,0.2,benign,benign
8,6,1,435,0.2,0.8,malignant,malignant
8,6,1,496,1,0,benign,benign
8,6,1,117,0,1,malignant,malignant
8,6,1,552,0.9,0.1,benign,benign
8,6,1,347,1,0,benign,benign
8,6,1,568,0.1,0.9,malignant,malignant
8,6,1,529,1,0,benign,benign
8,6,1,548,1,0,benign,benign
8,6,1,261,0,1,malignant,malignant
8,6,1,363,0.5,0.5,benign,benign
8,6,1,119,1,0,benign,benign
8,6,1,210,0,1,malignant,malignant
8,6,1,345,1,0,benign,benign
8,6,1,694,1,0,benign,benign
8,6,1,32,0,1,malignant,malignant
8,6,1,485,1,0,benign,benign
8,6,1,138,1,0,benign,benign
8,6,1,360,0,1,malignant,malignant
8,6,1,189,0.7,0.3,benign,benign
8,6,1,404,1,0,benign,benign
8,6,1,186,0.1,0.9,malignant,malignant
8,6,1,165,1,0,benign,benign
8,6,1,499,1,0,benign,benign
8,6,1,344,0,1,malignant,malignant
8,6,1,687,1,0,benign,benign
8,6,1,578,1,0,benign,benign
8,6,1,270,0.2,0.8,malignant,malignant
8,6,1,439,1,0,benign,benign
8,6,1,575,1,0,benign,benign
8,6,1,126,0,1,malignant,malignant
8,6,1,528,0.8,0.2,benign,benign
8,6,1,73,0.1,0.9,malignant,malignant
8,6,1,446,1,0,benign,benign
8,6,1,635,0.8,0.2,benign,benign
8,6,1,152,0,1,malignant,malignant
8,6,1,642,1,0,benign,benign
8,6,1,139,0.985995,0.014005,benign,benign
8,6,1,42,0,1,malignant,malignant
8,6,1,442,1,0,benign,benign
8,6,1,524,1,0,benign,benign
8,6,1,52,0.3,0.7,malignant,malignant
8,6,1,118,1,0,benign,benign
8,6,1,354,1,0,benign,benign
8,6,1,358,0,1,malignant,malignant
8,6,1,477,1,0,benign,benign
8,6,1,508,1,0,benign,benign
8,6,1,201,0,1,malignant,malignant
8,6,1,396,1,0,benign,benign
8,6,1,26,1,0,benign,benign
8,6,1,236,0,1,malignant,malignant
8,6,1,561,1,0,benign,benign
8,6,1,403,1,0,benign,benign
8,6,1,366,0,1,malignant,malignant
8,6,1,145,0.810133,0.189867,benign,benign
8,6,2,176,1,0,benign,benign
8,6,2,594,0,1,malignant,malignant
8,6,2,370,0.9,0.1,benign,benign
8,6,2,93,1,0,benign,benign
8,6,2,696,0.2,0.8,malignant,malignant
8,6,2,70,1,0,benign,benign
8,6,2,48,1,0,benign,benign
8,6,2,213,0,1,malignant,malignant
8,6,2,228,1,0,benign,benign
8,6,2,538,1,0,benign,benign
8,6,2,55,0,1,malignant,malignant
8,6,2,310,1,0,benign,benign
8,6,2,379,0.9,0.1,benign,benign
8,6,2,49,0,1,malignant,malignant
8,6,2,686,1,0,benign,benign
8,6,2,114,0.8,0.2,benign,benign
8,6,2,435,0,1,malignant,malignant
8,6,2,496,1,0,benign,benign
8,6,2,117,0,1,malignant,malignant
8,6,2,552,0.9,0.1,benign,benign
8,6,2,347,1,0,benign,benign
8,6,2,568,0,1,malignant,malignant
8,6,2,529,1,0,benign,benign
8,6,2,548,1,0,benign,benign
8,6,2,261,0,1,malignant,malignant
8,6,2,363,0.5,0.5,benign,benign
8,6,2,119,1,0,benign,benign
8,6,2,210,0,1,malignant,malignant
8,6,2,345,1,0,benign,benign
8,6,2,694,1,0,benign,benign
8,6,2,32,0,1,malignant,malignant
8,6,2,485,1,0,benign,benign
8,6,2,138,1,0,benign,benign
8,6,2,360,0,1,malignant,malignant
8,6,2,189,0.9,0.1,benign,benign
8,6,2,404,0.9,0.1,benign,benign
8,6,2,186,0,1,malignant,malignant
8,6,2,165,1,0,benign,benign
8,6,2,499,1,0,benign,benign
8,6,2,344,0,1,malignant,malignant
8,6,2,687,1,0,benign,benign
8,6,2,578,1,0,benign,benign
8,6,2,270,0,1,malignant,malignant
8,6,2,439,1,0,benign,benign
8,6,2,575,1,0,benign,benign
8,6,2,126,0,1,malignant,malignant
8,6,2,528,1,0,benign,benign
8,6,2,73,0,1,malignant,malignant
8,6,2,446,1,0,benign,benign
8,6,2,635,0.9,0.1,benign,benign
8,6,2,152,0,1,malignant,malignant
8,6,2,642,1,0,benign,benign
8,6,2,139,0.991657,0.008343,benign,benign
8,6,2,42,0,1,malignant,malignant
8,6,2,442,1,0,benign,benign
8,6,2,524,1,0,benign,benign
8,6,2,52,0,1,malignant,malignant
8,6,2,118,1,0,benign,benign
8,6,2,354,1,0,benign,benign
8,6,2,358,0,1,malignant,malignant
8,6,2,477,1,0,benign,benign
8,6,2,508,1,0,benign,benign
8,6,2,201,0.1,0.9,malignant,malignant
8,6,2,396,1,0,benign,benign
8,6,2,26,1,0,benign,benign
8,6,2,236,0,1,malignant,malignant
8,6,2,561,1,0,benign,benign
8,6,2,403,1,0,benign,benign
8,6,2,366,0,1,malignant,malignant
8,6,2,145,0.756665,0.243335,benign,benign
8,6,3,176,1,0,benign,benign
8,6,3,594,0,1,malignant,malignant
8,6,3,370,0.8,0.2,benign,benign
8,6,3,93,1,0,benign,benign
8,6,3,696,0,1,malignant,malignant
8,6,3,70,1,0,benign,benign
8,6,3,48,1,0,benign,benign
8,6,3,213,0,1,malignant,malignant
8,6,3,228,1,0,benign,benign
8,6,3,538,1,0,benign,benign
8,6,3,55,0,1,malignant,malignant
8,6,3,310,1,0,benign,benign
8,6,3,379,0.4,0.6,malignant,benign
8,6,3,49,0,1,malignant,malignant
8,6,3,686,1,0,benign,benign
8,6,3,114,1,0,benign,benign
8,6,3,435,0,1,malignant,malignant
8,6,3,496,1,0,benign,benign
8,6,3,117,0,1,malignant,malignant
8,6,3,552,0.9,0.1,benign,benign
8,6,3,347,1,0,benign,benign
8,6,3,568,0.3,0.7,malignant,malignant
8,6,3,529,1,0,benign,benign
8,6,3,548,1,0,benign,benign
8,6,3,261,0,1,malignant,malignant
8,6,3,363,0.6,0.4,benign,benign
8,6,3,119,1,0,benign,benign
8,6,3,210,0,1,malignant,malignant
8,6,3,345,1,0,benign,benign
8,6,3,694,1,0,benign,benign
8,6,3,32,0,1,malignant,malignant
8,6,3,485,1,0,benign,benign
8,6,3,138,1,0,benign,benign
8,6,3,360,0,1,malignant,malignant
8,6,3,189,0.8,0.2,benign,benign
8,6,3,404,1,0,benign,benign
8,6,3,186,0,1,malignant,malignant
8,6,3,165,1,0,benign,benign
8,6,3,499,1,0,benign,benign
8,6,3,344,0,1,malignant,malignant
8,6,3,687,1,0,benign,benign
8,6,3,578,1,0,benign,benign
8,6,3,270,0,1,malignant,malignant
8,6,3,439,1,0,benign,benign
8,6,3,575,1,0,benign,benign
8,6,3,126,0,1,malignant,malignant
8,6,3,528,1,0,benign,benign
8,6,3,73,0.3,0.7,malignant,malignant
8,6,3,446,1,0,benign,benign
8,6,3,635,1,0,benign,benign
8,6,3,152,0,1,malignant,malignant
8,6,3,642,1,0,benign,benign
8,6,3,139,0.996429,0.003571,benign,benign
8,6,3,42,0,1,malignant,malignant
8,6,3,442,1,0,benign,benign
8,6,3,524,1,0,benign,benign
8,6,3,52,0.2,0.8,malignant,malignant
8,6,3,118,1,0,benign,benign
8,6,3,354,1,0,benign,benign
8,6,3,358,0,1,malignant,malignant
8,6,3,477,1,0,benign,benign
8,6,3,508,1,0,benign,benign
8,6,3,201,0.1,0.9,malignant,malignant
8,6,3,396,1,0,benign,benign
8,6,3,26,1,0,benign,benign
8,6,3,236,0,1,malignant,malignant
8,6,3,561,1,0,benign,benign
8,6,3,403,1,0,benign,benign
8,6,3,366,0,1,malignant,malignant
8,6,3,145,1,0,benign,benign
8,6,4,176,1,0,benign,benign
8,6,4,594,0,1,malignant,malignant
8,6,4,370,0.9,0.1,benign,benign
8,6,4,93,1,0,benign,benign
8,6,4,696,0.1,0.9,malignant,malignant
8,6,4,70,1,0,benign,benign
8,6,4,48,1,0,benign,benign
8,6,4,213,0,1,malignant,malignant
8,6,4,228,1,0,benign,benign
8,6,4,538,1,0,benign,benign
8,6,4,55,0,1,malignant,malignant
8,6,4,310,1,0,benign,benign
8,6,4,379,0.7,0.3,benign,benign
8,6,4,49,0.1,0.9,malignant,malignant
8,6,4,686,1,0,benign,benign
8,6,4,114,0.9,0.1,benign,benign
8,6,4,435,0.1,0.9,malignant,malignant
8,6,4,496,1,0,benign,benign
8,6,4,117,0,1,malignant,malignant
8,6,4,552,0.9,0.1,benign,benign
8,6,4,347,1,0,benign,benign
8,6,4,568,0.3,0.7,malignant,malignant
8,6,4,529,1,0,benign,benign
8,6,4,548,1,0,benign,benign
8,6,4,261,0.1,0.9,malignant,malignant
8,6,4,363,0.7,0.3,benign,benign
8,6,4,119,1,0,benign,benign
8,6,4,210,0,1,malignant,malignant
8,6,4,345,1,0,benign,benign
8,6,4,694,1,0,benign,benign
8,6,4,32,0,1,malignant,malignant
8,6,4,485,1,0,benign,benign
8,6,4,138,1,0,benign,benign
8,6,4,360,0,1,malignant,malignant
8,6,4,189,0.9,0.1,benign,benign
8,6,4,404,1,0,benign,benign
8,6,4,186,0.1,0.9,malignant,malignant
8,6,4,165,1,0,benign,benign
8,6,4,499,1,0,benign,benign
8,6,4,344,0,1,malignant,malignant
8,6,4,687,1,0,benign,benign
8,6,4,578,1,0,benign,benign
8,6,4,270,0.1,0.9,malignant,malignant
8,6,4,439,1,0,benign,benign
8,6,4,575,1,0,benign,benign
8,6,4,126,0,1,malignant,malignant
8,6,4,528,1,0,benign,benign
8,6,4,73,0.2,0.8,malignant,malignant
8,6,4,446,1,0,benign,benign
8,6,4,635,1,0,benign,benign
8,6,4,152,0,1,malignant,malignant
8,6,4,642,1,0,benign,benign
8,6,4,139,1,0,benign,benign
8,6,4,42,0,1,malignant,malignant
8,6,4,442,1,0,benign,benign
8,6,4,524,1,0,benign,benign
8,6,4,52,0.1,0.9,malignant,malignant
8,6,4,118,0.9,0.1,benign,benign
8,6,4,354,1,0,benign,benign
8,6,4,358,0.1,0.9,malignant,malignant
8,6,4,477,1,0,benign,benign
8,6,4,508,1,0,benign,benign
8,6,4,201,0,1,malignant,malignant
8,6,4,396,1,0,benign,benign
8,6,4,26,1,0,benign,benign
8,6,4,236,0,1,malignant,malignant
8,6,4,561,1,0,benign,benign
8,6,4,403,1,0,benign,benign
8,6,4,366,0,1,malignant,malignant
8,6,4,145,0.901578,0.098422,benign,benign
8,6,5,176,1,0,benign,benign
8,6,5,594,0,1,malignant,malignant
8,6,5,370,1,0,benign,benign
8,6,5,93,1,0,benign,benign
8,6,5,696,0,1,malignant,malignant
8,6,5,70,1,0,benign,benign
8,6,5,48,1,0,benign,benign
8,6,5,213,0,1,malignant,malignant
8,6,5,228,1,0,benign,benign
8,6,5,538,1,0,benign,benign
8,6,5,55,0.2,0.8,malignant,malignant
8,6,5,310,1,0,benign,benign
8,6,5,379,0.8,0.2,benign,benign
8,6,5,49,0.3,0.7,malignant,malignant
8,6,5,686,1,0,benign,benign
8,6,5,114,1,0,benign,benign
8,6,5,435,0,1,malignant,malignant
8,6,5,496,1,0,benign,benign
8,6,5,117,0,1,malignant,malignant
8,6,5,552,0.9,0.1,benign,benign
8,6,5,347,1,0,benign,benign
8,6,5,568,0.1,0.9,malignant,malignant
8,6,5,529,1,0,benign,benign
8,6,5,548,1,0,benign,benign
8,6,5,261,0,1,malignant,malignant
8,6,5,363,0.8,0.2,benign,benign
8,6,5,119,1,0,benign,benign
8,6,5,210,0,1,malignant,malignant
8,6,5,345,1,0,benign,benign
8,6,5,694,1,0,benign,benign
8,6,5,32,0,1,malignant,malignant
8,6,5,485,1,0,benign,benign
8,6,5,138,1,0,benign,benign
8,6,5,360,0,1,malignant,malignant
8,6,5,189,0.9,0.1,benign,benign
8,6,5,404,1,0,benign,benign
8,6,5,186,0.1,0.9,malignant,malignant
8,6,5,165,1,0,benign,benign
8,6,5,499,1,0,benign,benign
8,6,5,344,0,1,malignant,malignant
8,6,5,687,1,0,benign,benign
8,6,5,578,1,0,benign,benign
8,6,5,270,0.1,0.9,malignant,malignant
8,6,5,439,1,0,benign,benign
8,6,5,575,1,0,benign,benign
8,6,5,126,0,1,malignant,malignant
8,6,5,528,1,0,benign,benign
8,6,5,73,0.1,0.9,malignant,malignant
8,6,5,446,1,0,benign,benign
8,6,5,635,1,0,benign,benign
8,6,5,152,0,1,malignant,malignant
8,6,5,642,1,0,benign,benign
8,6,5,139,1,0,benign,benign
8,6,5,42,0,1,malignant,malignant
8,6,5,442,1,0,benign,benign
8,6,5,524,1,0,benign,benign
8,6,5,52,0.2,0.8,malignant,malignant
8,6,5,118,1,0,benign,benign
8,6,5,354,1,0,benign,benign
8,6,5,358,0,1,malignant,malignant
8,6,5,477,1,0,benign,benign
8,6,5,508,1,0,benign,benign
8,6,5,201,0,1,malignant,malignant
8,6,5,396,1,0,benign,benign
8,6,5,26,1,0,benign,benign
8,6,5,236,0,1,malignant,malignant
8,6,5,561,1,0,benign,benign
8,6,5,403,1,0,benign,benign
8,6,5,366,0,1,malignant,malignant
8,6,5,145,1,0,benign,benign
8,6,6,176,1,0,benign,benign
8,6,6,594,0,1,malignant,malignant
8,6,6,370,1,0,benign,benign
8,6,6,93,1,0,benign,benign
8,6,6,696,0,1,malignant,malignant
8,6,6,70,1,0,benign,benign
8,6,6,48,1,0,benign,benign
8,6,6,213,0.1,0.9,malignant,malignant
8,6,6,228,1,0,benign,benign
8,6,6,538,1,0,benign,benign
8,6,6,55,0,1,malignant,malignant
8,6,6,310,1,0,benign,benign
8,6,6,379,0.7,0.3,benign,benign
8,6,6,49,0,1,malignant,malignant
8,6,6,686,1,0,benign,benign
8,6,6,114,0.8,0.2,benign,benign
8,6,6,435,0,1,malignant,malignant
8,6,6,496,1,0,benign,benign
8,6,6,117,0.1,0.9,malignant,malignant
8,6,6,552,1,0,benign,benign
8,6,6,347,1,0,benign,benign
8,6,6,568,0.3,0.7,malignant,malignant
8,6,6,529,1,0,benign,benign
8,6,6,548,1,0,benign,benign
8,6,6,261,0,1,malignant,malignant
8,6,6,363,0.6,0.4,benign,benign
8,6,6,119,1,0,benign,benign
8,6,6,210,0,1,malignant,malignant
8,6,6,345,1,0,benign,benign
8,6,6,694,1,0,benign,benign
8,6,6,32,0,1,malignant,malignant
8,6,6,485,0.7,0.3,benign,benign
8,6,6,138,1,0,benign,benign
8,6,6,360,0,1,malignant,malignant
8,6,6,189,1,0,benign,benign
8,6,6,404,1,0,benign,benign
8,6,6,186,0,1,malignant,malignant
8,6,6,165,1,0,benign,benign
8,6,6,499,1,0,benign,benign
8,6,6,344,0,1,malignant,malignant
8,6,6,687,1,0,benign,benign
8,6,6,578,1,0,benign,benign
8,6,6,270,0.2,0.8,malignant,malignant
8,6,6,439,1,0,benign,benign
8,6,6,575,1,0,benign,benign
8,6,6,126,0,1,malignant,malignant
8,6,6,528,1,0,benign,benign
8,6,6,73,0,1,malignant,malignant
8,6,6,446,1,0,benign,benign
8,6,6,635,1,0,benign,benign
8,6,6,152,0,1,malignant,malignant
8,6,6,642,1,0,benign,benign
8,6,6,139,0.985464,0.014536,benign,benign
8,6,6,42,0,1,malignant,malignant
8,6,6,442,0.8,0.2,benign,benign
8,6,6,524,1,0,benign,benign
8,6,6,52,0,1,malignant,malignant
8,6,6,118,1,0,benign,benign
8,6,6,354,1,0,benign,benign
8,6,6,358,0,1,malignant,malignant
8,6,6,477,1,0,benign,benign
8,6,6,508,1,0,benign,benign
8,6,6,201,0,1,malignant,malignant
8,6,6,396,1,0,benign,benign
8,6,6,26,1,0,benign,benign
8,6,6,236,0,1,malignant,malignant
8,6,6,561,1,0,benign,benign
8,6,6,403,1,0,benign,benign
8,6,6,366,0.2,0.8,malignant,malignant
8,6,6,145,0.999688,0.000312,benign,benign
8,6,7,176,1,0,benign,benign
8,6,7,594,0,1,malignant,malignant
8,6,7,370,1,0,benign,benign
8,6,7,93,1,0,benign,benign
8,6,7,696,0,1,malignant,malignant
8,6,7,70,1,0,benign,benign
8,6,7,48,1,0,benign,benign
8,6,7,213,0,1,malignant,malignant
8,6,7,228,1,0,benign,benign
8,6,7,538,1,0,benign,benign
8,6,7,55,0,1,malignant,malignant
8,6,7,310,1,0,benign,benign
8,6,7,379,0.4,0.6,malignant,benign
8,6,7,49,0,1,malignant,malignant
8,6,7,686,1,0,benign,benign
8,6,7,114,0.8,0.2,benign,benign
8,6,7,435,0,1,malignant,malignant
8,6,7,496,1,0,benign,benign
8,6,7,117,0,1,malignant,malignant
8,6,7,552,0.8,0.2,benign,benign
8,6,7,347,1,0,benign,benign
8,6,7,568,0.2,0.8,malignant,malignant
8,6,7,529,1,0,benign,benign
8,6,7,548,1,0,benign,benign
8,6,7,261,0,1,malignant,malignant
8,6,7,363,0.6,0.4,benign,benign
8,6,7,119,1,0,benign,benign
8,6,7,210,0,1,malignant,malignant
8,6,7,345,1,0,benign,benign
8,6,7,694,1,0,benign,benign
8,6,7,32,0,1,malignant,malignant
8,6,7,485,1,0,benign,benign
8,6,7,138,1,0,benign,benign
8,6,7,360,0,1,malignant,malignant
8,6,7,189,0.9,0.1,benign,benign
8,6,7,404,1,0,benign,benign
8,6,7,186,0,1,malignant,malignant
8,6,7,165,1,0,benign,benign
8,6,7,499,1,0,benign,benign
8,6,7,344,0,1,malignant,malignant
8,6,7,687,1,0,benign,benign
8,6,7,578,1,0,benign,benign
8,6,7,270,0.1,0.9,malignant,malignant
8,6,7,439,1,0,benign,benign
8,6,7,575,1,0,benign,benign
8,6,7,126,0.1,0.9,malignant,malignant
8,6,7,528,1,0,benign,benign
8,6,7,73,0,1,malignant,malignant
8,6,7,446,1,0,benign,benign
8,6,7,635,1,0,benign,benign
8,6,7,152,0,1,malignant,malignant
8,6,7,642,1,0,benign,benign
8,6,7,139,0.993872,0.006128,benign,benign
8,6,7,42,0,1,malignant,malignant
8,6,7,442,1,0,benign,benign
8,6,7,524,1,0,benign,benign
8,6,7,52,0.1,0.9,malignant,malignant
8,6,7,118,1,0,benign,benign
8,6,7,354,1,0,benign,benign
8,6,7,358,0.1,0.9,malignant,malignant
8,6,7,477,1,0,benign,benign
8,6,7,508,1,0,benign,benign
8,6,7,201,0,1,malignant,malignant
8,6,7,396,1,0,benign,benign
8,6,7,26,1,0,benign,benign
8,6,7,236,0,1,malignant,malignant
8,6,7,561,1,0,benign,benign
8,6,7,403,1,0,benign,benign
8,6,7,366,0,1,malignant,malignant
8,6,7,145,0.995652,0.004348,benign,benign
8,7,0,627,1,0,benign,benign
8,7,0,357,0,1,malignant,malignant
8,7,0,380,1,0,benign,benign
8,7,0,621,0.3,0.7,malignant,benign
8,7,0,282,0.114835,0.885165,malignant,malignant
8,7,0,533,1,0,benign,benign
8,7,0,391,0,1,malignant,malignant
8,7,0,595,1,0,benign,benign
8,7,0,40,0.153241,0.846759,malignant,benign
8,7,0,227,0,1,malignant,malignant
8,7,0,350,1,0,benign,benign
8,7,0,158,0.976256,0.023744,benign,benign
8,7,0,569,0,1,malignant,malignant
8,7,0,265,1,0,benign,benign
8,7,0,503,1,0,benign,benign
8,7,0,465,0,1,malignant,malignant
8,7,0,395,1,0,benign,benign
8,7,0,116,0.5,0.5,benign,benign
8,7,0,633,0.1,0.9,malignant,malignant
8,7,0,541,1,0,benign,benign
8,7,0,531,1,0,benign,benign
8,7,0,14,0,1,malignant,malignant
8,7,0,609,1,0,benign,benign
8,7,0,451,1,0,benign,benign
8,7,0,100,0,1,malignant,malignant
8,7,0,31,1,0,benign,benign
8,7,0,542,0.9,0.1,benign,benign
8,7,0,238,0,1,malignant,malignant
8,7,0,383,1,0,benign,benign
8,7,0,277,1,0,benign,benign
8,7,0,36,0.5,0.5,benign,malignant
8,7,0,501,1,0,benign,benign
8,7,0,252,0,1,malignant,benign
8,7,0,571,0,1,malignant,malignant
8,7,0,303,1,0,benign,benign
8,7,0,177,0.5,0.5,benign,malignant
8,7,0,516,1,0,benign,benign
8,7,0,97,1,0,benign,benign
8,7,0,453,0.014835,0.985165,malignant,malignant
8,7,0,307,1,0,benign,benign
8,7,0,437,1,0,benign,benign
8,7,0,334,0,1,malignant,malignant
8,7,0,641,1,0,benign,benign
8,7,0,161,1,0,benign,benign
8,7,0,71,0.6,0.4,benign,malignant
8,7,0,157,1,0,benign,benign
8,7,0,662,1,0,benign,benign
8,7,0,123,0.1,0.9,malignant,malignant
8,7,0,389,1,0,benign,benign
8,7,0,181,1,0,benign,benign
8,7,0,681,0,1,malignant,malignant
8,7,0,298,0.7,0.3,benign,benign
8,7,0,617,0.992582,0.007418,benign,benign
8,7,0,56,0,1,malignant,malignant
8,7,0,632,1,0,benign,benign
8,7,0,192,1,0,benign,benign
8,7,0,493,0,1,malignant,malignant
8,7,0,663,1,0,benign,benign
8,7,0,495,1,0,benign,benign
8,7,0,591,0.014835,0.985165,malignant,malignant
8,7,0,243,0.7,0.3,benign,benign
8,7,0,180,1,0,benign,benign
8,7,0,491,0,1,malignant,malignant
8,7,0,573,1,0,benign,benign
8,7,0,612,0,1,malignant,malignant
8,7,0,566,1,0,benign,benign
8,7,0,462,1,0,benign,benign
8,7,0,581,0,1,malignant,malignant
8,7,0,241,1,0,benign,benign
8,7,0,474,1,0,benign,benign
8,7,1,627,1,0,benign,benign
8,7,1,357,0,1,malignant,malignant
8,7,1,380,1,0,benign,benign
8,7,1,621,0.5,0.5,benign,benign
8,7,1,282,0.1,0.9,malignant,malignant
8,7,1,533,1,0,benign,benign
8,7,1,391,0,1,malignant,malignant
8,7,1,595,1,0,benign,benign
8,7,1,40,0.077374,0.922626,malignant,benign
8,7,1,227,0,1,malignant,malignant
8,7,1,350,1,0,benign,benign
8,7,1,158,0.985995,0.014005,benign,benign
8,7,1,569,0,1,malignant,malignant
8,7,1,265,0.8,0.2,benign,benign
8,7,1,503,1,0,benign,benign
8,7,1,465,0,1,malignant,malignant
8,7,1,395,1,0,benign,benign
8,7,1,116,0.7,0.3,benign,benign
8,7,1,633,0.2,0.8,malignant,malignant
8,7,1,541,1,0,benign,benign
8,7,1,531,0.9,0.1,benign,benign
8,7,1,14,0,1,malignant,malignant
8,7,1,609,1,0,benign,benign
8,7,1,451,1,0,benign,benign
8,7,1,100,0.2,0.8,malignant,malignant
8,7,1,31,1,0,benign,benign
8,7,1,542,1,0,benign,benign
8,7,1,238,0,1,malignant,malignant
8,7,1,383,1,0,benign,benign
8,7,1,277,1,0,benign,benign
8,7,1,36,0.2,0.8,malignant,malignant
8,7,1,501,1,0,benign,benign
8,7,1,252,0.1,0.9,malignant,benign
8,7,1,571,0,1,malignant,malignant
8,7,1,303,1,0,benign,benign
8,7,1,177,0.2,0.8,malignant,malignant
8,7,1,516,1,0,benign,benign
8,7,1,97,1,0,benign,benign
8,7,1,453,0,1,malignant,malignant
8,7,1,307,1,0,benign,benign
8,7,1,437,1,0,benign,benign
8,7,1,334,0,1,malignant,malignant
8,7,1,641,1,0,benign,benign
8,7,1,161,1,0,benign,benign
8,7,1,71,0.3,0.7,malignant,malignant
8,7,1,157,1,0,benign,benign
8,7,1,662,0.8,0.2,benign,benign
8,7,1,123,0,1,malignant,malignant
8,7,1,389,1,0,benign,benign
8,7,1,181,1,0,benign,benign
8,7,1,681,0,1,malignant,malignant
8,7,1,298,0.8,0.2,benign,benign
8,7,1,617,0.985995,0.014005,benign,benign
8,7,1,56,0.1,0.9,malignant,malignant
8,7,1,632,1,0,benign,benign
8,7,1,192,1,0,benign,benign
8,7,1,493,0,1,malignant,malignant
8,7,1,663,0.8,0.2,benign,benign
8,7,1,495,1,0,benign,benign
8,7,1,591,0.1,0.9,malignant,malignant
8,7,1,243,0.8,0.2,benign,benign
8,7,1,180,1,0,benign,benign
8,7,1,491,0,1,malignant,malignant
8,7,1,573,1,0,benign,benign
8,7,1,612,0,1,malignant,malignant
8,7,1,566,1,0,benign,benign
8,7,1,462,1,0,benign,benign
8,7,1,581,0,1,malignant,malignant
8,7,1,241,1,0,benign,benign
8,7,1,474,1,0,benign,benign
8,7,2,627,1,0,benign,benign
8,7,2,357,0,1,malignant,malignant
8,7,2,380,1,0,benign,benign
8,7,2,621,0.4,0.6,malignant,benign
8,7,2,282,0.1,0.9,malignant,malignant
8,7,2,533,1,0,benign,benign
8,7,2,391,0,1,malignant,malignant
8,7,2,595,1,0,benign,benign
8,7,2,40,0.069571,0.930429,malignant,benign
8,7,2,227,0,1,malignant,malignant
8,7,2,350,1,0,benign,benign
8,7,2,158,0.991657,0.008343,benign,benign
8,7,2,569,0,1,malignant,malignant
8,7,2,265,1,0,benign,benign
8,7,2,503,1,0,benign,benign
8,7,2,465,0,1,malignant,malignant
8,7,2,395,1,0,benign,benign
8,7,2,116,0.8,0.2,benign,benign
8,7,2,633,0,1,malignant,malignant
8,7,2,541,1,0,benign,benign
8,7,2,531,1,0,benign,benign
8,7,2,14,0,1,malignant,malignant
8,7,2,609,1,0,benign,benign
8,7,2,451,1,0,benign,benign
8,7,2,100,0.1,0.9,malignant,malignant
8,7,2,31,1,0,benign,benign
8,7,2,542,1,0,benign,benign
8,7,2,238,0,1,malignant,malignant
8,7,2,383,1,0,benign,benign
8,7,2,277,1,0,benign,benign
8,7,2,36,0.2,0.8,malignant,malignant
8,7,2,501,1,0,benign,benign
8,7,2,252,0,1,malignant,benign
8,7,2,571,0,1,malignant,malignant
8,7,2,303,1,0,benign,benign
8,7,2,177,0.3,0.7,malignant,malignant
8,7,2,516,1,0,benign,benign
8,7,2,97,1,0,benign,benign
8,7,2,453,0,1,malignant,malignant
8,7,2,307,1,0,benign,benign
8,7,2,437,1,0,benign,benign
8,7,2,334,0,1,malignant,malignant
8,7,2,641,1,0,benign,benign
8,7,2,161,1,0,benign,benign
8,7,2,71,0.3,0.7,malignant,malignant
8,7,2,157,1,0,benign,benign
8,7,2,662,0.9,0.1,benign,benign
8,7,2,123,0,1,malignant,malignant
8,7,2,389,1,0,benign,benign
8,7,2,181,1,0,benign,benign
8,7,2,681,0,1,malignant,malignant
8,7,2,298,0.7,0.3,benign,benign
8,7,2,617,0.991657,0.008343,benign,benign
8,7,2,56,0,1,malignant,malignant
8,7,2,632,1,0,benign,benign
8,7,2,192,1,0,benign,benign
8,7,2,493,0,1,malignant,malignant
8,7,2,663,0.9,0.1,benign,benign
8,7,2,495,1,0,benign,benign
8,7,2,591,0,1,malignant,malignant
8,7,2,243,0.7,0.3,benign,benign
8,7,2,180,1,0,benign,benign
8,7,2,491,0,1,malignant,malignant
8,7,2,573,1,0,benign,benign
8,7,2,612,0,1,malignant,malignant
8,7,2,566,1,0,benign,benign
8,7,2,462,1,0,benign,benign
8,7,2,581,0,1,malignant,malignant
8,7,2,241,1,0,benign,benign
8,7,2,474,1,0,benign,benign
8,7,3,627,1,0,benign,benign
8,7,3,357,0,1,malignant,malignant
8,7,3,380,1,0,benign,benign
8,7,3,621,0.1,0.9,malignant,benign
8,7,3,282,0.2,0.8,malignant,malignant
8,7,3,533,1,0,benign,benign
8,7,3,391,0,1,malignant,malignant
8,7,3,595,1,0,benign,benign
8,7,3,40,0,1,malignant,benign
8,7,3,227,0,1,malignant,malignant
8,7,3,350,1,0,benign,benign
8,7,3,158,0.996429,0.003571,benign,benign
8,7,3,569,0,1,malignant,malignant
8,7,3,265,1,0,benign,benign
8,7,3,503,1,0,benign,benign
8,7,3,465,0,1,malignant,malignant
8,7,3,395,1,0,benign,benign
8,7,3,116,0.6,0.4,benign,benign
8,7,3,633,0.1,0.9,malignant,malignant
8,7,3,541,1,0,benign,benign
8,7,3,531,1,0,benign,benign
8,7,3,14,0,1,malignant,malignant
8,7,3,609,1,0,benign,benign
8,7,3,451,1,0,benign,benign
8,7,3,100,0.1,0.9,malignant,malignant
8,7,3,31,1,0,benign,benign
8,7,3,542,1,0,benign,benign
8,7,3,238,0,1,malignant,malignant
8,7,3,383,1,0,benign,benign
8,7,3,277,1,0,benign,benign
8,7,3,36,0,1,malignant,malignant
8,7,3,501,1,0,benign,benign
8,7,3,252,0.3,0.7,malignant,benign
8,7,3,571,0,1,malignant,malignant
8,7,3,303,1,0,benign,benign
8,7,3,177,0,1,malignant,malignant
8,7,3,516,1,0,benign,benign
8,7,3,97,1,0,benign,benign
8,7,3,453,0.1,0.9,malignant,malignant
8,7,3,307,1,0,benign,benign
8,7,3,437,1,0,benign,benign
8,7,3,334,0,1,malignant,malignant
8,7,3,641,1,0,benign,benign
8,7,3,161,1,0,benign,benign
8,7,3,71,0.2,0.8,malignant,malignant
8,7,3,157,1,0,benign,benign
8,7,3,662,1,0,benign,benign
8,7,3,123,0,1,malignant,malignant
8,7,3,389,1,0,benign,benign
8,7,3,181,1,0,benign,benign
8,7,3,681,0,1,malignant,malignant
8,7,3,298,0.3,0.7,malignant,benign
8,7,3,617,0.996429,0.003571,benign,benign
8,7,3,56,0,1,malignant,malignant
8,7,3,632,1,0,benign,benign
8,7,3,192,1,0,benign,benign
8,7,3,493,0,1,malignant,malignant
8,7,3,663,1,0,benign,benign
8,7,3,495,1,0,benign,benign
8,7,3,591,0,1,malignant,malignant
8,7,3,243,0.8,0.2,benign,benign
8,7,3,180,1,0,benign,benign
8,7,3,491,0,1,malignant,malignant
8,7,3,573,1,0,benign,benign
8,7,3,612,0,1,malignant,malignant
8,7,3,566,1,0,benign,benign
8,7,3,462,1,0,benign,benign
8,7,3,581,0,1,malignant,malignant
8,7,3,241,1,0,benign,benign
8,7,3,474,1,0,benign,benign
8,7,4,627,1,0,benign,benign
8,7,4,357,0,1,malignant,malignant
8,7,4,380,1,0,benign,benign
8,7,4,621,0.1,0.9,malignant,benign
8,7,4,282,0.2,0.8,malignant,malignant
8,7,4,533,1,0,benign,benign
8,7,4,391,0,1,malignant,malignant
8,7,4,595,1,0,benign,benign
8,7,4,40,0.1,0.9,malignant,benign
8,7,4,227,0,1,malignant,malignant
8,7,4,350,1,0,benign,benign
8,7,4,158,0.979485,0.020515,benign,benign
8,7,4,569,0,1,malignant,malignant
8,7,4,265,0.9,0.1,benign,benign
8,7,4,503,1,0,benign,benign
8,7,4,465,0,1,malignant,malignant
8,7,4,395,1,0,benign,benign
8,7,4,116,0.3,0.7,malignant,benign
8,7,4,633,0.2,0.8,malignant,malignant
8,7,4,541,1,0,benign,benign
8,7,4,531,1,0,benign,benign
8,7,4,14,0,1,malignant,malignant
8,7,4,609,1,0,benign,benign
8,7,4,451,1,0,benign,benign
8,7,4,100,0.2,0.8,malignant,malignant
8,7,4,31,1,0,benign,benign
8,7,4,542,1,0,benign,benign
8,7,4,238,0,1,malignant,malignant
8,7,4,383,1,0,benign,benign
8,7,4,277,1,0,benign,benign
8,7,4,36,0,1,malignant,malignant
8,7,4,501,1,0,benign,benign
8,7,4,252,0.2,0.8,malignant,benign
8,7,4,571,0,1,malignant,malignant
8,7,4,303,1,0,benign,benign
8,7,4,177,0.2,0.8,malignant,malignant
8,7,4,516,1,0,benign,benign
8,7,4,97,1,0,benign,benign
8,7,4,453,0,1,malignant,malignant
8,7,4,307,1,0,benign,benign
8,7,4,437,1,0,benign,benign
8,7,4,334,0,1,malignant,malignant
8,7,4,641,1,0,benign,benign
8,7,4,161,1,0,benign,benign
8,7,4,71,0.2,0.8,malignant,malignant
8,7,4,157,1,0,benign,benign
8,7,4,662,1,0,benign,benign
8,7,4,123,0.4,0.6,malignant,malignant
8,7,4,389,1,0,benign,benign
8,7,4,181,1,0,benign,benign
8,7,4,681,0,1,malignant,malignant
8,7,4,298,0.3,0.7,malignant,benign
8,7,4,617,1,0,benign,benign
8,7,4,56,0.1,0.9,malignant,malignant
8,7,4,632,1,0,benign,benign
8,7,4,192,1,0,benign,benign
8,7,4,493,0,1,malignant,malignant
8,7,4,663,1,0,benign,benign
8,7,4,495,1,0,benign,benign
8,7,4,591,0.1,0.9,malignant,malignant
8,7,4,243,0.9,0.1,benign,benign
8,7,4,180,1,0,benign,benign
8,7,4,491,0.1,0.9,malignant,malignant
8,7,4,573,1,0,benign,benign
8,7,4,612,0,1,malignant,malignant
8,7,4,566,1,0,benign,benign
8,7,4,462,1,0,benign,benign
8,7,4,581,0.1,0.9,malignant,malignant
8,7,4,241,1,0,benign,benign
8,7,4,474,1,0,benign,benign
8,7,5,627,1,0,benign,benign
8,7,5,357,0,1,malignant,malignant
8,7,5,380,1,0,benign,benign
8,7,5,621,0.2,0.8,malignant,benign
8,7,5,282,0.2,0.8,malignant,malignant
8,7,5,533,1,0,benign,benign
8,7,5,391,0,1,malignant,malignant
8,7,5,595,1,0,benign,benign
8,7,5,40,0,1,malignant,benign
8,7,5,227,0.1,0.9,malignant,malignant
8,7,5,350,1,0,benign,benign
8,7,5,158,1,0,benign,benign
8,7,5,569,0,1,malignant,malignant
8,7,5,265,1,0,benign,benign
8,7,5,503,1,0,benign,benign
8,7,5,465,0,1,malignant,malignant
8,7,5,395,1,0,benign,benign
8,7,5,116,0.4,0.6,malignant,benign
8,7,5,633,0.1,0.9,malignant,malignant
8,7,5,541,1,0,benign,benign
8,7,5,531,1,0,benign,benign
8,7,5,14,0,1,malignant,malignant
8,7,5,609,1,0,benign,benign
8,7,5,451,1,0,benign,benign
8,7,5,100,0.1,0.9,malignant,malignant
8,7,5,31,1,0,benign,benign
8,7,5,542,1,0,benign,benign
8,7,5,238,0,1,malignant,malignant
8,7,5,383,1,0,benign,benign
8,7,5,277,1,0,benign,benign
8,7,5,36,0,1,malignant,malignant
8,7,5,501,1,0,benign,benign
8,7,5,252,0.2,0.8,malignant,benign
8,7,5,571,0,1,malignant,malignant
8,7,5,303,1,0,benign,benign
8,7,5,177,0.1,0.9,malignant,malignant
8,7,5,516,1,0,benign,benign
8,7,5,97,1,0,benign,benign
8,7,5,453,0,1,malignant,malignant
8,7,5,307,1,0,benign,benign
8,7,5,437,1,0,benign,benign
8,7,5,334,0.1,0.9,malignant,malignant
8,7,5,641,1,0,benign,benign
8,7,5,161,1,0,benign,benign
8,7,5,71,0.2,0.8,malignant,malignant
8,7,5,157,1,0,benign,benign
8,7,5,662,1,0,benign,benign
8,7,5,123,0.1,0.9,malignant,malignant
8,7,5,389,1,0,benign,benign
8,7,5,181,1,0,benign,benign
8,7,5,681,0,1,malignant,malignant
8,7,5,298,0.8,0.2,benign,benign
8,7,5,617,1,0,benign,benign
8,7,5,56,0.2,0.8,malignant,malignant
8,7,5,632,1,0,benign,benign
8,7,5,192,1,0,benign,benign
8,7,5,493,0,1,malignant,malignant
8,7,5,663,1,0,benign,benign
8,7,5,495,1,0,benign,benign
8,7,5,591,0,1,malignant,malignant
8,7,5,243,0.8,0.2,benign,benign
8,7,5,180,1,0,benign,benign
8,7,5,491,0,1,malignant,malignant
8,7,5,573,1,0,benign,benign
8,7,5,612,0,1,malignant,malignant
8,7,5,566,1,0,benign,benign
8,7,5,462,1,0,benign,benign
8,7,5,581,0,1,malignant,malignant
8,7,5,241,1,0,benign,benign
8,7,5,474,1,0,benign,benign
8,7,6,627,1,0,benign,benign
8,7,6,357,0,1,malignant,malignant
8,7,6,380,1,0,benign,benign
8,7,6,621,0.5,0.5,benign,benign
8,7,6,282,0.1,0.9,malignant,malignant
8,7,6,533,1,0,benign,benign
8,7,6,391,0,1,malignant,malignant
8,7,6,595,1,0,benign,benign
8,7,6,40,0.00575,0.99425,malignant,benign
8,7,6,227,0.1,0.9,malignant,malignant
8,7,6,350,1,0,benign,benign
8,7,6,158,1,0,benign,benign
8,7,6,569,0,1,malignant,malignant
8,7,6,265,1,0,benign,benign
8,7,6,503,1,0,benign,benign
8,7,6,465,0,1,malignant,malignant
8,7,6,395,1,0,benign,benign
8,7,6,116,0.4,0.6,malignant,benign
8,7,6,633,0.1,0.9,malignant,malignant
8,7,6,541,1,0,benign,benign
8,7,6,531,1,0,benign,benign
8,7,6,14,0,1,malignant,malignant
8,7,6,609,1,0,benign,benign
8,7,6,451,1,0,benign,benign
8,7,6,100,0,1,malignant,malignant
8,7,6,31,1,0,benign,benign
8,7,6,542,1,0,benign,benign
8,7,6,238,0,1,malignant,malignant
8,7,6,383,1,0,benign,benign
8,7,6,277,1,0,benign,benign
8,7,6,36,0,1,malignant,malignant
8,7,6,501,1,0,benign,benign
8,7,6,252,0.10094,0.89906,malignant,benign
8,7,6,571,0,1,malignant,malignant
8,7,6,303,1,0,benign,benign
8,7,6,177,0.219188,0.780812,malignant,malignant
8,7,6,516,1,0,benign,benign
8,7,6,97,1,0,benign,benign
8,7,6,453,0,1,malignant,malignant
8,7,6,307,1,0,benign,benign
8,7,6,437,1,0,benign,benign
8,7,6,334,0,1,malignant,malignant
8,7,6,641,1,0,benign,benign
8,7,6,161,1,0,benign,benign
8,7,6,71,0.2,0.8,malignant,malignant
8,7,6,157,1,0,benign,benign
8,7,6,662,1,0,benign,benign
8,7,6,123,0.25,0.75,malignant,malignant
8,7,6,389,1,0,benign,benign
8,7,6,181,1,0,benign,benign
8,7,6,681,0,1,malignant,malignant
8,7,6,298,0.7,0.3,benign,benign
8,7,6,617,0.995706,0.004294,benign,benign
8,7,6,56,0,1,malignant,malignant
8,7,6,632,1,0,benign,benign
8,7,6,192,1,0,benign,benign
8,7,6,493,0,1,malignant,malignant
8,7,6,663,1,0,benign,benign
8,7,6,495,1,0,benign,benign
8,7,6,591,0,1,malignant,malignant
8,7,6,243,0.6,0.4,benign,benign
8,7,6,180,1,0,benign,benign
8,7,6,491,0,1,malignant,malignant
8,7,6,573,1,0,benign,benign
8,7,6,612,0,1,malignant,malignant
8,7,6,566,1,0,benign,benign
8,7,6,462,1,0,benign,benign
8,7,6,581,0,1,malignant,malignant
8,7,6,241,1,0,benign,benign
8,7,6,474,1,0,benign,benign
8,7,7,627,1,0,benign,benign
8,7,7,357,0,1,malignant,malignant
8,7,7,380,1,0,benign,benign
8,7,7,621,0.5,0.5,benign,benign
8,7,7,282,0,1,malignant,malignant
8,7,7,533,1,0,benign,benign
8,7,7,391,0,1,malignant,malignant
8,7,7,595,1,0,benign,benign
8,7,7,40,0.014719,0.985281,malignant,benign
8,7,7,227,0,1,malignant,malignant
8,7,7,350,1,0,benign,benign
8,7,7,158,0.999701,0.000299,benign,benign
8,7,7,569,0,1,malignant,malignant
8,7,7,265,1,0,benign,benign
8,7,7,503,1,0,benign,benign
8,7,7,465,0,1,malignant,malignant
8,7,7,395,1,0,benign,benign
8,7,7,116,0.3,0.7,malignant,benign
8,7,7,633,0,1,malignant,malignant
8,7,7,541,1,0,benign,benign
8,7,7,531,1,0,benign,benign
8,7,7,14,0,1,malignant,malignant
8,7,7,609,1,0,benign,benign
8,7,7,451,1,0,benign,benign
8,7,7,100,0.1,0.9,malignant,malignant
8,7,7,31,1,0,benign,benign
8,7,7,542,1,0,benign,benign
8,7,7,238,0,1,malignant,malignant
8,7,7,383,1,0,benign,benign
8,7,7,277,1,0,benign,benign
8,7,7,36,0,1,malignant,malignant
8,7,7,501,1,0,benign,benign
8,7,7,252,0.2,0.8,malignant,benign
8,7,7,571,0,1,malignant,malignant
8,7,7,303,1,0,benign,benign
8,7,7,177,0.1,0.9,malignant,malignant
8,7,7,516,1,0,benign,benign
8,7,7,97,1,0,benign,benign
8,7,7,453,0,1,malignant,malignant
8,7,7,307,1,0,benign,benign
8,7,7,437,1,0,benign,benign
8,7,7,334,0,1,malignant,malignant
8,7,7,641,1,0,benign,benign
8,7,7,161,1,0,benign,benign
8,7,7,71,0.218107,0.781893,malignant,malignant
8,7,7,157,1,0,benign,benign
8,7,7,662,1,0,benign,benign
8,7,7,123,0.1,0.9,malignant,malignant
8,7,7,389,1,0,benign,benign
8,7,7,181,1,0,benign,benign
8,7,7,681,0,1,malignant,malignant
8,7,7,298,0.5,0.5,benign,benign
8,7,7,617,0.999701,0.000299,benign,benign
8,7,7,56,0,1,malignant,malignant
8,7,7,632,1,0,benign,benign
8,7,7,192,1,0,benign,benign
8,7,7,493,0,1,malignant,malignant
8,7,7,663,1,0,benign,benign
8,7,7,495,1,0,benign,benign
8,7,7,591,0,1,malignant,malignant
8,7,7,243,0.8,0.2,benign,benign
8,7,7,180,1,0,benign,benign
8,7,7,491,0,1,malignant,malignant
8,7,7,573,1,0,benign,benign
8,7,7,612,0,1,malignant,malignant
8,7,7,566,1,0,benign,benign
8,7,7,462,1,0,benign,benign
8,7,7,581,0,1,malignant,malignant
8,7,7,241,1,0,benign,benign
8,7,7,474,1,0,benign,benign
8,8,0,222,1,0,benign,malignant
8,8,0,692,1,0,benign,benign
8,8,0,182,1,0,benign,benign
8,8,0,122,0,1,malignant,malignant
8,8,0,80,1,0,benign,benign
8,8,0,554,1,0,benign,benign
8,8,0,251,0,1,malignant,malignant
8,8,0,683,1,0,benign,benign
8,8,0,444,1,0,benign,benign
8,8,0,175,0.1,0.9,malignant,malignant
8,8,0,469,1,0,benign,benign
8,8,0,422,0.8,0.2,benign,benign
8,8,0,149,0,1,malignant,malignant
8,8,0,513,1,0,benign,benign
8,8,0,318,0.9,0.1,benign,benign
8,8,0,237,0.3,0.7,malignant,malignant
8,8,0,325,1,0,benign,benign
8,8,0,431,0.9,0.1,benign,benign
8,8,0,86,0.214835,0.785165,malignant,malignant
8,8,0,341,1,0,benign,benign
8,8,0,147,1,0,benign,benign
8,8,0,574,0.2,0.8,malignant,malignant
8,8,0,458,1,0,benign,benign
8,8,0,449,0,1,malignant,malignant
8,8,0,168,1,0,benign,benign
8,8,0,615,1,0,benign,benign
8,8,0,67,0,1,malignant,malignant
8,8,0,583,1,0,benign,benign
8,8,0,432,1,0,benign,benign
8,8,0,361,0.014835,0.985165,malignant,malignant
8,8,0,197,1,0,benign,benign
8,8,0,613,1,0,benign,benign
8,8,0,289,0,1,malignant,malignant
8,8,0,433,1,0,benign,benign
8,8,0,61,1,0,benign,benign
8,8,0,53,0,1,malignant,malignant
8,8,0,195,1,0,benign,benign
8,8,0,607,1,0,benign,benign
8,8,0,101,0.3,0.7,malignant,malignant
8,8,0,576,1,0,benign,benign
8,8,0,371,1,0,benign,benign
8,8,0,582,0,1,malignant,malignant
8,8,0,204,1,0,benign,benign
8,8,0,553,0.7,0.3,benign,benign
8,8,0,522,0,1,malignant,malignant
8,8,0,171,1,0,benign,benign
8,8,0,434,0.1,0.9,malignant,benign
8,8,0,111,0.1,0.9,malignant,malignant
8,8,0,309,0.7,0.3,benign,benign
8,8,0,83,0.8,0.2,benign,benign
8,8,0,670,0.014835,0.985165,malignant,malignant
8,8,0,559,1,0,benign,benign
8,8,0,367,0,1,malignant,malignant
8,8,0,89,1,0,benign,benign
8,8,0,0,1,0,benign,benign
8,8,0,247,0.1,0.9,malignant,malignant
8,8,0,509,1,0,benign,benign
8,8,0,693,1,0,benign,benign
8,8,0,215,0,1,malignant,malignant
8,8,0,13,1,0,benign,benign
8,8,0,398,1,0,benign,benign
8,8,0,205,0,1,malignant,malignant
8,8,0,125,1,0,benign,benign
8,8,0,154,1,0,benign,benign
8,8,0,99,0,1,malignant,malignant
8,8,0,585,1,0,benign,benign
8,8,0,108,1,0,benign,benign
8,8,0,174,0,1,malignant,malignant
8,8,0,66,1,0,benign,benign
8,8,0,343,1,0,benign,benign
8,8,1,222,0.8,0.2,benign,malignant
8,8,1,692,1,0,benign,benign
8,8,1,182,1,0,benign,benign
8,8,1,122,0,1,malignant,malignant
8,8,1,80,0.8,0.2,benign,benign
8,8,1,554,1,0,benign,benign
8,8,1,251,0,1,malignant,malignant
8,8,1,683,1,0,benign,benign
8,8,1,444,1,0,benign,benign
8,8,1,175,0,1,malignant,malignant
8,8,1,469,1,0,benign,benign
8,8,1,422,0.6,0.4,benign,benign
8,8,1,149,0,1,malignant,malignant
8,8,1,513,1,0,benign,benign
8,8,1,318,1,0,benign,benign
8,8,1,237,0.2,0.8,malignant,malignant
8,8,1,325,0.9,0.1,benign,benign
8,8,1,431,1,0,benign,benign
8,8,1,86,0.3,0.7,malignant,malignant
8,8,1,341,1,0,benign,benign
8,8,1,147,1,0,benign,benign
8,8,1,574,0.2,0.8,malignant,malignant
8,8,1,458,1,0,benign,benign
8,8,1,449,0,1,malignant,malignant
8,8,1,168,1,0,benign,benign
8,8,1,615,0.8,0.2,benign,benign
8,8,1,67,0.1,0.9,malignant,malignant
8,8,1,583,1,0,benign,benign
8,8,1,432,1,0,benign,benign
8,8,1,361,0.1,0.9,malignant,malignant
8,8,1,197,1,0,benign,benign
8,8,1,613,1,0,benign,benign
8,8,1,289,0,1,malignant,malignant
8,8,1,433,0.9,0.1,benign,benign
8,8,1,61,1,0,benign,benign
8,8,1,53,0,1,malignant,malignant
8,8,1,195,1,0,benign,benign
8,8,1,607,1,0,benign,benign
8,8,1,101,0.3,0.7,malignant,malignant
8,8,1,576,1,0,benign,benign
8,8,1,371,0.8,0.2,benign,benign
8,8,1,582,0,1,malignant,malignant
8,8,1,204,1,0,benign,benign
8,8,1,553,0.5,0.5,benign,benign
8,8,1,522,0,1,malignant,malignant
8,8,1,171,1,0,benign,benign
8,8,1,434,0.003448,0.996552,malignant,benign
8,8,1,111,0.003448,0.996552,malignant,malignant
8,8,1,309,0.8,0.2,benign,benign
8,8,1,83,0.8,0.2,benign,benign
8,8,1,670,0.1,0.9,malignant,malignant
8,8,1,559,1,0,benign,benign
8,8,1,367,0,1,malignant,malignant
8,8,1,89,1,0,benign,benign
8,8,1,0,1,0,benign,benign
8,8,1,247,0.1,0.9,malignant,malignant
8,8,1,509,1,0,benign,benign
8,8,1,693,1,0,benign,benign
8,8,1,215,0,1,malignant,malignant
8,8,1,13,1,0,benign,benign
8,8,1,398,1,0,benign,benign
8,8,1,205,0,1,malignant,malignant
8,8,1,125,1,0,benign,benign
8,8,1,154,1,0,benign,benign
8,8,1,99,0,1,malignant,malignant
8,8,1,585,1,0,benign,benign
8,8,1,108,1,0,benign,benign
8,8,1,174,0,1,malignant,malignant
8,8,1,66,1,0,benign,benign
8,8,1,343,1,0,benign,benign
8,8,2,222,1,0,benign,malignant
8,8,2,692,1,0,benign,benign
8,8,2,182,1,0,benign,benign
8,8,2,122,0,1,malignant,malignant
8,8,2,80,1,0,benign,benign
8,8,2,554,1,0,benign,benign
8,8,2,251,0.1,0.9,malignant,malignant
8,8,2,683,1,0,benign,benign
8,8,2,444,0.9,0.1,benign,benign
8,8,2,175,0,1,malignant,malignant
8,8,2,469,1,0,benign,benign
8,8,2,422,0.7,0.3,benign,benign
8,8,2,149,0,1,malignant,malignant
8,8,2,513,1,0,benign,benign
8,8,2,318,1,0,benign,benign
8,8,2,237,0.2,0.8,malignant,malignant
8,8,2,325,0.9,0.1,benign,benign
8,8,2,431,1,0,benign,benign
8,8,2,86,0.1,0.9,malignant,malignant
8,8,2,341,1,0,benign,benign
8,8,2,147,1,0,benign,benign
8,8,2,574,0.1,0.9,malignant,malignant
8,8,2,458,1,0,benign,benign
8,8,2,449,0,1,malignant,malignant
8,8,2,168,1,0,benign,benign
8,8,2,615,0.9,0.1,benign,benign
8,8,2,67,0,1,malignant,malignant
8,8,2,583,1,0,benign,benign
8,8,2,432,1,0,benign,benign
8,8,2,361,0.1,0.9,malignant,malignant
8,8,2,197,0.9,0.1,benign,benign
8,8,2,613,1,0,benign,benign
8,8,2,289,0,1,malignant,malignant
8,8,2,433,0.9,0.1,benign,benign
8,8,2,61,1,0,benign,benign
8,8,2,53,0,1,malignant,malignant
8,8,2,195,1,0,benign,benign
8,8,2,607,1,0,benign,benign
8,8,2,101,0,1,malignant,malignant
8,8,2,576,1,0,benign,benign
8,8,2,371,0.9,0.1,benign,benign
8,8,2,582,0,1,malignant,malignant
8,8,2,204,1,0,benign,benign
8,8,2,553,0.8,0.2,benign,benign
8,8,2,522,0,1,malignant,malignant
8,8,2,171,1,0,benign,benign
8,8,2,434,0,1,malignant,benign
8,8,2,111,0.3,0.7,malignant,malignant
8,8,2,309,0.6,0.4,benign,benign
8,8,2,83,0.9,0.1,benign,benign
8,8,2,670,0,1,malignant,malignant
8,8,2,559,1,0,benign,benign
8,8,2,367,0,1,malignant,malignant
8,8,2,89,1,0,benign,benign
8,8,2,0,1,0,benign,benign
8,8,2,247,0.1,0.9,malignant,malignant
8,8,2,509,1,0,benign,benign
8,8,2,693,1,0,benign,benign
8,8,2,215,0,1,malignant,malignant
8,8,2,13,1,0,benign,benign
8,8,2,398,1,0,benign,benign
8,8,2,205,0,1,malignant,malignant
8,8,2,125,1,0,benign,benign
8,8,2,154,1,0,benign,benign
8,8,2,99,0,1,malignant,malignant
8,8,2,585,1,0,benign,benign
8,8,2,108,1,0,benign,benign
8,8,2,174,0,1,malignant,malignant
8,8,2,66,1,0,benign,benign
8,8,2,343,1,0,benign,benign
8,8,3,222,1,0,benign,malignant
8,8,3,692,1,0,benign,benign
8,8,3,182,0.9,0.1,benign,benign
8,8,3,122,0,1,malignant,malignant
8,8,3,80,1,0,benign,benign
8,8,3,554,1,0,benign,benign
8,8,3,251,0.1,0.9,malignant,malignant
8,8,3,683,1,0,benign,benign
8,8,3,444,1,0,benign,benign
8,8,3,175,0,1,malignant,malignant
8,8,3,469,1,0,benign,benign
8,8,3,422,0.5,0.5,benign,benign
8,8,3,149,0,1,malignant,malignant
8,8,3,513,1,0,benign,benign
8,8,3,318,0.9,0.1,benign,benign
8,8,3,237,0,1,malignant,malignant
8,8,3,325,1,0,benign,benign
8,8,3,431,1,0,benign,benign
8,8,3,86,0.1,0.9,malignant,malignant
8,8,3,341,1,0,benign,benign
8,8,3,147,1,0,benign,benign
8,8,3,574,0,1,malignant,malignant
8,8,3,458,1,0,benign,benign
8,8,3,449,0,1,malignant,malignant
8,8,3,168,1,0,benign,benign
8,8,3,615,1,0,benign,benign
8,8,3,67,0,1,malignant,malignant
8,8,3,583,1,0,benign,benign
8,8,3,432,1,0,benign,benign
8,8,3,361,0,1,malignant,malignant
8,8,3,197,1,0,benign,benign
8,8,3,613,1,0,benign,benign
8,8,3,289,0,1,malignant,malignant
8,8,3,433,1,0,benign,benign
8,8,3,61,1,0,benign,benign
8,8,3,53,0,1,malignant,malignant
8,8,3,195,1,0,benign,benign
8,8,3,607,1,0,benign,benign
8,8,3,101,0.5,0.5,benign,malignant
8,8,3,576,1,0,benign,benign
8,8,3,371,1,0,benign,benign
8,8,3,582,0,1,malignant,malignant
8,8,3,204,1,0,benign,benign
8,8,3,553,0.8,0.2,benign,benign
8,8,3,522,0.2,0.8,malignant,malignant
8,8,3,171,1,0,benign,benign
8,8,3,434,0,1,malignant,benign
8,8,3,111,0.1,0.9,malignant,malignant
8,8,3,309,0.7,0.3,benign,benign
8,8,3,83,0.7,0.3,benign,benign
8,8,3,670,0,1,malignant,malignant
8,8,3,559,1,0,benign,benign
8,8,3,367,0,1,malignant,malignant
8,8,3,89,1,0,benign,benign
8,8,3,0,1,0,benign,benign
8,8,3,247,0.3,0.7,malignant,malignant
8,8,3,509,1,0,benign,benign
8,8,3,693,1,0,benign,benign
8,8,3,215,0,1,malignant,malignant
8,8,3,13,1,0,benign,benign
8,8,3,398,1,0,benign,benign
8,8,3,205,0,1,malignant,malignant
8,8,3,125,1,0,benign,benign
8,8,3,154,1,0,benign,benign
8,8,3,99,0,1,malignant,malignant
8,8,3,585,1,0,benign,benign
8,8,3,108,1,0,benign,benign
8,8,3,174,0,1,malignant,malignant
8,8,3,66,1,0,benign,benign
8,8,3,343,1,0,benign,benign
8,8,4,222,1,0,benign,malignant
8,8,4,692,1,0,benign,benign
8,8,4,182,1,0,benign,benign
8,8,4,122,0,1,malignant,malignant
8,8,4,80,0.8,0.2,benign,benign
8,8,4,554,1,0,benign,benign
8,8,4,251,0.1,0.9,malignant,malignant
8,8,4,683,1,0,benign,benign
8,8,4,444,1,0,benign,benign
8,8,4,175,0,1,malignant,malignant
8,8,4,469,1,0,benign,benign
8,8,4,422,0.8,0.2,benign,benign
8,8,4,149,0.1,0.9,malignant,malignant
8,8,4,513,1,0,benign,benign
8,8,4,318,0.9,0.1,benign,benign
8,8,4,237,0,1,malignant,malignant
8,8,4,325,1,0,benign,benign
8,8,4,431,0.9,0.1,benign,benign
8,8,4,86,0.3,0.7,malignant,malignant
8,8,4,341,1,0,benign,benign
8,8,4,147,1,0,benign,benign
8,8,4,574,0,1,malignant,malignant
8,8,4,458,1,0,benign,benign
8,8,4,449,0,1,malignant,malignant
8,8,4,168,1,0,benign,benign
8,8,4,615,1,0,benign,benign
8,8,4,67,0.4,0.6,malignant,malignant
8,8,4,583,1,0,benign,benign
8,8,4,432,1,0,benign,benign
8,8,4,361,0,1,malignant,malignant
8,8,4,197,1,0,benign,benign
8,8,4,613,1,0,benign,benign
8,8,4,289,0,1,malignant,malignant
8,8,4,433,1,0,benign,benign
8,8,4,61,1,0,benign,benign
8,8,4,53,0,1,malignant,malignant
8,8,4,195,1,0,benign,benign
8,8,4,607,1,0,benign,benign
8,8,4,101,0.6,0.4,benign,malignant
8,8,4,576,1,0,benign,benign
8,8,4,371,1,0,benign,benign
8,8,4,582,0.1,0.9,malignant,malignant
8,8,4,204,1,0,benign,benign
8,8,4,553,0.7,0.3,benign,benign
8,8,4,522,0.1,0.9,malignant,malignant
8,8,4,171,1,0,benign,benign
8,8,4,434,0.1,0.9,malignant,benign
8,8,4,111,0,1,malignant,malignant
8,8,4,309,0.8,0.2,benign,benign
8,8,4,83,0.8,0.2,benign,benign
8,8,4,670,0,1,malignant,malignant
8,8,4,559,1,0,benign,benign
8,8,4,367,0,1,malignant,malignant
8,8,4,89,1,0,benign,benign
8,8,4,0,1,0,benign,benign
8,8,4,247,0.1,0.9,malignant,malignant
8,8,4,509,1,0,benign,benign
8,8,4,693,1,0,benign,benign
8,8,4,215,0,1,malignant,malignant
8,8,4,13,1,0,benign,benign
8,8,4,398,1,0,benign,benign
8,8,4,205,0,1,malignant,malignant
8,8,4,125,1,0,benign,benign
8,8,4,154,1,0,benign,benign
8,8,4,99,0,1,malignant,malignant
8,8,4,585,1,0,benign,benign
8,8,4,108,1,0,benign,benign
8,8,4,174,0.1,0.9,malignant,malignant
8,8,4,66,1,0,benign,benign
8,8,4,343,1,0,benign,benign
8,8,5,222,1,0,benign,malignant
8,8,5,692,1,0,benign,benign
8,8,5,182,1,0,benign,benign
8,8,5,122,0,1,malignant,malignant
8,8,5,80,0.8,0.2,benign,benign
8,8,5,554,1,0,benign,benign
8,8,5,251,0,1,malignant,malignant
8,8,5,683,1,0,benign,benign
8,8,5,444,1,0,benign,benign
8,8,5,175,0,1,malignant,malignant
8,8,5,469,1,0,benign,benign
8,8,5,422,0.9,0.1,benign,benign
8,8,5,149,0,1,malignant,malignant
8,8,5,513,1,0,benign,benign
8,8,5,318,1,0,benign,benign
8,8,5,237,0,1,malignant,malignant
8,8,5,325,1,0,benign,benign
8,8,5,431,1,0,benign,benign
8,8,5,86,0.1,0.9,malignant,malignant
8,8,5,341,1,0,benign,benign
8,8,5,147,1,0,benign,benign
8,8,5,574,0.1,0.9,malignant,malignant
8,8,5,458,1,0,benign,benign
8,8,5,449,0,1,malignant,malignant
8,8,5,168,1,0,benign,benign
8,8,5,615,1,0,benign,benign
8,8,5,67,0.2,0.8,malignant,malignant
8,8,5,583,1,0,benign,benign
8,8,5,432,1,0,benign,benign
8,8,5,361,0,1,malignant,malignant
8,8,5,197,1,0,benign,benign
8,8,5,613,1,0,benign,benign
8,8,5,289,0,1,malignant,malignant
8,8,5,433,1,0,benign,benign
8,8,5,61,1,0,benign,benign
8,8,5,53,0,1,malignant,malignant
8,8,5,195,1,0,benign,benign
8,8,5,607,1,0,benign,benign
8,8,5,101,0.4,0.6,malignant,malignant
8,8,5,576,1,0,benign,benign
8,8,5,371,1,0,benign,benign
8,8,5,582,0,1,malignant,malignant
8,8,5,204,1,0,benign,benign
8,8,5,553,0.8,0.2,benign,benign
8,8,5,522,0,1,malignant,malignant
8,8,5,171,1,0,benign,benign
8,8,5,434,0.2,0.8,malignant,benign
8,8,5,111,0.1,0.9,malignant,malignant
8,8,5,309,0.7,0.3,benign,benign
8,8,5,83,0.8,0.2,benign,benign
8,8,5,670,0,1,malignant,malignant
8,8,5,559,1,0,benign,benign
8,8,5,367,0,1,malignant,malignant
8,8,5,89,1,0,benign,benign
8,8,5,0,1,0,benign,benign
8,8,5,247,0.1,0.9,malignant,malignant
8,8,5,509,1,0,benign,benign
8,8,5,693,1,0,benign,benign
8,8,5,215,0,1,malignant,malignant
8,8,5,13,1,0,benign,benign
8,8,5,398,1,0,benign,benign
8,8,5,205,0,1,malignant,malignant
8,8,5,125,1,0,benign,benign
8,8,5,154,1,0,benign,benign
8,8,5,99,0,1,malignant,malignant
8,8,5,585,1,0,benign,benign
8,8,5,108,1,0,benign,benign
8,8,5,174,0,1,malignant,malignant
8,8,5,66,1,0,benign,benign
8,8,5,343,1,0,benign,benign
8,8,6,222,1,0,benign,malignant
8,8,6,692,1,0,benign,benign
8,8,6,182,1,0,benign,benign
8,8,6,122,0,1,malignant,malignant
8,8,6,80,0.75,0.25,benign,benign
8,8,6,554,1,0,benign,benign
8,8,6,251,0,1,malignant,malignant
8,8,6,683,1,0,benign,benign
8,8,6,444,0.9,0.1,benign,benign
8,8,6,175,0,1,malignant,malignant
8,8,6,469,1,0,benign,benign
8,8,6,422,0.9,0.1,benign,benign
8,8,6,149,0.046182,0.953818,malignant,malignant
8,8,6,513,1,0,benign,benign
8,8,6,318,1,0,benign,benign
8,8,6,237,0,1,malignant,malignant
8,8,6,325,1,0,benign,benign
8,8,6,431,1,0,benign,benign
8,8,6,86,0,1,malignant,malignant
8,8,6,341,1,0,benign,benign
8,8,6,147,1,0,benign,benign
8,8,6,574,0,1,malignant,malignant
8,8,6,458,1,0,benign,benign
8,8,6,449,0,1,malignant,malignant
8,8,6,168,1,0,benign,benign
8,8,6,615,1,0,benign,benign
8,8,6,67,0.127027,0.872973,malignant,malignant
8,8,6,583,1,0,benign,benign
8,8,6,432,1,0,benign,benign
8,8,6,361,0,1,malignant,malignant
8,8,6,197,1,0,benign,benign
8,8,6,613,1,0,benign,benign
8,8,6,289,0.427027,0.572973,malignant,malignant
8,8,6,433,1,0,benign,benign
8,8,6,61,1,0,benign,benign
8,8,6,53,0.1,0.9,malignant,malignant
8,8,6,195,1,0,benign,benign
8,8,6,607,1,0,benign,benign
8,8,6,101,0.4,0.6,malignant,malignant
8,8,6,576,1,0,benign,benign
8,8,6,371,1,0,benign,benign
8,8,6,582,0.1,0.9,malignant,malignant
8,8,6,204,1,0,benign,benign
8,8,6,553,0.8,0.2,benign,benign
8,8,6,522,0.1,0.9,malignant,malignant
8,8,6,171,1,0,benign,benign
8,8,6,434,0,1,malignant,benign
8,8,6,111,0.2,0.8,malignant,malignant
8,8,6,309,0.7,0.3,benign,benign
8,8,6,83,0.95,0.05,benign,benign
8,8,6,670,0,1,malignant,malignant
8,8,6,559,1,0,benign,benign
8,8,6,367,0,1,malignant,malignant
8,8,6,89,1,0,benign,benign
8,8,6,0,1,0,benign,benign
8,8,6,247,0.2,0.8,malignant,malignant
8,8,6,509,1,0,benign,benign
8,8,6,693,1,0,benign,benign
8,8,6,215,0,1,malignant,malignant
8,8,6,13,1,0,benign,benign
8,8,6,398,1,0,benign,benign
8,8,6,205,0,1,malignant,malignant
8,8,6,125,1,0,benign,benign
8,8,6,154,1,0,benign,benign
8,8,6,99,0.240824,0.759176,malignant,malignant
8,8,6,585,1,0,benign,benign
8,8,6,108,1,0,benign,benign
8,8,6,174,0,1,malignant,malignant
8,8,6,66,1,0,benign,benign
8,8,6,343,1,0,benign,benign
8,8,7,222,1,0,benign,malignant
8,8,7,692,1,0,benign,benign
8,8,7,182,1,0,benign,benign
8,8,7,122,0,1,malignant,malignant
8,8,7,80,1,0,benign,benign
8,8,7,554,1,0,benign,benign
8,8,7,251,0,1,malignant,malignant
8,8,7,683,1,0,benign,benign
8,8,7,444,1,0,benign,benign
8,8,7,175,0,1,malignant,malignant
8,8,7,469,1,0,benign,benign
8,8,7,422,1,0,benign,benign
8,8,7,149,0,1,malignant,malignant
8,8,7,513,1,0,benign,benign
8,8,7,318,1,0,benign,benign
8,8,7,237,0,1,malignant,malignant
8,8,7,325,1,0,benign,benign
8,8,7,431,0.9,0.1,benign,benign
8,8,7,86,0.1,0.9,malignant,malignant
8,8,7,341,1,0,benign,benign
8,8,7,147,1,0,benign,benign
8,8,7,574,0,1,malignant,malignant
8,8,7,458,1,0,benign,benign
8,8,7,449,0,1,malignant,malignant
8,8,7,168,1,0,benign,benign
8,8,7,615,1,0,benign,benign
8,8,7,67,0.417544,0.582456,malignant,malignant
8,8,7,583,1,0,benign,benign
8,8,7,432,1,0,benign,benign
8,8,7,361,0.1,0.9,malignant,malignant
8,8,7,197,1,0,benign,benign
8,8,7,613,1,0,benign,benign
8,8,7,289,0,1,malignant,malignant
8,8,7,433,1,0,benign,benign
8,8,7,61,1,0,benign,benign
8,8,7,53,0,1,malignant,malignant
8,8,7,195,1,0,benign,benign
8,8,7,607,1,0,benign,benign
8,8,7,101,0.6,0.4,benign,malignant
8,8,7,576,1,0,benign,benign
8,8,7,371,1,0,benign,benign
8,8,7,582,0,1,malignant,malignant
8,8,7,204,1,0,benign,benign
8,8,7,553,0.8,0.2,benign,benign
8,8,7,522,0.1,0.9,malignant,malignant
8,8,7,171,1,0,benign,benign
8,8,7,434,0,1,malignant,benign
8,8,7,111,0,1,malignant,malignant
8,8,7,309,0.9,0.1,benign,benign
8,8,7,83,1,0,benign,benign
8,8,7,670,0,1,malignant,malignant
8,8,7,559,1,0,benign,benign
8,8,7,367,0,1,malignant,malignant
8,8,7,89,1,0,benign,benign
8,8,7,0,1,0,benign,benign
8,8,7,247,0.1,0.9,malignant,malignant
8,8,7,509,1,0,benign,benign
8,8,7,693,1,0,benign,benign
8,8,7,215,0,1,malignant,malignant
8,8,7,13,1,0,benign,benign
8,8,7,398,1,0,benign,benign
8,8,7,205,0,1,malignant,malignant
8,8,7,125,1,0,benign,benign
8,8,7,154,1,0,benign,benign
8,8,7,99,0.025908,0.974092,malignant,malignant
8,8,7,585,1,0,benign,benign
8,8,7,108,1,0,benign,benign
8,8,7,174,0,1,malignant,malignant
8,8,7,66,1,0,benign,benign
8,8,7,343,1,0,benign,benign
8,9,0,211,0,1,malignant,malignant
8,9,0,452,1,0,benign,benign
8,9,0,502,1,0,benign,benign
8,9,0,414,0,1,malignant,malignant
8,9,0,362,0.9,0.1,benign,benign
8,9,0,92,1,0,benign,benign
8,9,0,680,0,1,malignant,malignant
8,9,0,454,1,0,benign,benign
8,9,0,290,1,0,benign,benign
8,9,0,218,0,1,malignant,malignant
8,9,0,91,1,0,benign,benign
8,9,0,85,0,1,malignant,malignant
8,9,0,134,1,0,benign,benign
8,9,0,384,1,0,benign,benign
8,9,0,128,0,1,malignant,malignant
8,9,0,600,1,0,benign,benign
8,9,0,212,1,0,benign,benign
8,9,0,266,0,1,malignant,malignant
8,9,0,22,1,0,benign,benign
8,9,0,545,1,0,benign,benign
8,9,0,588,0.3,0.7,malignant,malignant
8,9,0,202,1,0,benign,benign
8,9,0,579,1,0,benign,benign
8,9,0,549,0,1,malignant,malignant
8,9,0,634,1,0,benign,benign
8,9,0,418,0.7,0.3,benign,benign
8,9,0,316,0.1,0.9,malignant,malignant
8,9,0,82,0.9,0.1,benign,benign
8,9,0,368,1,0,benign,benign
8,9,0,263,0,1,malignant,malignant
8,9,0,232,0.7,0.3,benign,benign
8,9,0,640,1,0,benign,benign
8,9,0,113,0.1,0.9,malignant,malignant
8,9,0,405,1,0,benign,benign
8,9,0,430,1,0,benign,benign
8,9,0,15,0.6,0.4,benign,malignant
8,9,0,144,1,0,benign,benign
8,9,0,220,1,0,benign,benign
8,9,0,330,0,1,malignant,malignant
8,9,0,90,1,0,benign,benign
8,9,0,160,0,1,malignant,malignant
8,9,0,527,1,0,benign,benign
8,9,0,164,0.956452,0.043548,benign,benign
8,9,0,455,0.5,0.5,benign,malignant
8,9,0,376,1,0,benign,benign
8,9,0,47,1,0,benign,benign
8,9,0,273,0.1,0.9,malignant,malignant
8,9,0,555,0.9,0.1,benign,benign
8,9,0,419,0.9,0.1,benign,benign
8,9,0,206,0.1,0.9,malignant,malignant
8,9,0,475,1,0,benign,benign
8,9,0,257,1,0,benign,benign
8,9,0,669,0,1,malignant,malignant
8,9,0,162,1,0,benign,benign
8,9,0,240,0.8,0.2,benign,benign
8,9,0,305,0,1,malignant,malignant
8,9,0,397,1,0,benign,benign
8,9,0,645,1,0,benign,benign
8,9,0,457,0.1,0.9,malignant,malignant
8,9,0,274,1,0,benign,benign
8,9,0,314,1,0,benign,benign
8,9,0,592,0.1,0.9,malignant,malignant
8,9,0,448,1,0,benign,benign
8,9,0,319,0.1,0.9,malignant,benign
8,9,0,229,0.1,0.9,malignant,malignant
8,9,0,563,1,0,benign,benign
8,9,0,407,1,0,benign,benign
8,9,0,691,0,1,malignant,malignant
8,9,0,424,1,0,benign,benign
8,9,1,211,0,1,malignant,malignant
8,9,1,452,1,0,benign,benign
8,9,1,502,1,0,benign,benign
8,9,1,414,0,1,malignant,malignant
8,9,1,362,0.8,0.2,benign,benign
8,9,1,92,1,0,benign,benign
8,9,1,680,0,1,malignant,malignant
8,9,1,454,1,0,benign,benign
8,9,1,290,1,0,benign,benign
8,9,1,218,0,1,malignant,malignant
8,9,1,91,1,0,benign,benign
8,9,1,85,0.1,0.9,malignant,malignant
8,9,1,134,1,0,benign,benign
8,9,1,384,1,0,benign,benign
8,9,1,128,0.2,0.8,malignant,malignant
8,9,1,600,1,0,benign,benign
8,9,1,212,1,0,benign,benign
8,9,1,266,0,1,malignant,malignant
8,9,1,22,1,0,benign,benign
8,9,1,545,1,0,benign,benign
8,9,1,588,0.5,0.5,benign,malignant
8,9,1,202,1,0,benign,benign
8,9,1,579,1,0,benign,benign
8,9,1,549,0,1,malignant,malignant
8,9,1,634,1,0,benign,benign
8,9,1,418,0.9,0.1,benign,benign
8,9,1,316,0,1,malignant,malignant
8,9,1,82,1,0,benign,benign
8,9,1,368,0.8,0.2,benign,benign
8,9,1,263,0,1,malignant,malignant
8,9,1,232,0.5,0.5,benign,benign
8,9,1,640,1,0,benign,benign
8,9,1,113,0,1,malignant,malignant
8,9,1,405,1,0,benign,benign
8,9,1,430,1,0,benign,benign
8,9,1,15,0.4,0.6,malignant,malignant
8,9,1,144,1,0,benign,benign
8,9,1,220,1,0,benign,benign
8,9,1,330,0,1,malignant,malignant
8,9,1,90,1,0,benign,benign
8,9,1,160,0,1,malignant,malignant
8,9,1,527,1,0,benign,benign
8,9,1,164,0.943822,0.056178,benign,benign
8,9,1,455,0.5,0.5,benign,malignant
8,9,1,376,1,0,benign,benign
8,9,1,47,1,0,benign,benign
8,9,1,273,0.4,0.6,malignant,malignant
8,9,1,555,0.7,0.3,benign,benign
8,9,1,419,0.9,0.1,benign,benign
8,9,1,206,0,1,malignant,malignant
8,9,1,475,1,0,benign,benign
8,9,1,257,1,0,benign,benign
8,9,1,669,0,1,malignant,malignant
8,9,1,162,1,0,benign,benign
8,9,1,240,0.5,0.5,benign,benign
8,9,1,305,0,1,malignant,malignant
8,9,1,397,1,0,benign,benign
8,9,1,645,1,0,benign,benign
8,9,1,457,0.2,0.8,malignant,malignant
8,9,1,274,1,0,benign,benign
8,9,1,314,1,0,benign,benign
8,9,1,592,0.103448,0.896552,malignant,malignant
8,9,1,448,1,0,benign,benign
8,9,1,319,0,1,malignant,benign
8,9,1,229,0,1,malignant,malignant
8,9,1,563,1,0,benign,benign
8,9,1,407,1,0,benign,benign
8,9,1,691,0,1,malignant,malignant
8,9,1,424,1,0,benign,benign
8,9,2,211,0,1,malignant,malignant
8,9,2,452,1,0,benign,benign
8,9,2,502,1,0,benign,benign
8,9,2,414,0,1,malignant,malignant
8,9,2,362,0.9,0.1,benign,benign
8,9,2,92,1,0,benign,benign
8,9,2,680,0,1,malignant,malignant
8,9,2,454,1,0,benign,benign
8,9,2,290,1,0,benign,benign
8,9,2,218,0,1,malignant,malignant
8,9,2,91,1,0,benign,benign
8,9,2,85,0,1,malignant,malignant
8,9,2,134,1,0,benign,benign
8,9,2,384,1,0,benign,benign
8,9,2,128,0,1,malignant,malignant
8,9,2,600,1,0,benign,benign
8,9,2,212,1,0,benign,benign
8,9,2,266,0,1,malignant,malignant
8,9,2,22,1,0,benign,benign
8,9,2,545,1,0,benign,benign
8,9,2,588,0.2,0.8,malignant,malignant
8,9,2,202,1,0,benign,benign
8,9,2,579,1,0,benign,benign
8,9,2,549,0,1,malignant,malignant
8,9,2,634,1,0,benign,benign
8,9,2,418,1,0,benign,benign
8,9,2,316,0,1,malignant,malignant
8,9,2,82,1,0,benign,benign
8,9,2,368,0.9,0.1,benign,benign
8,9,2,263,0,1,malignant,malignant
8,9,2,232,0.2,0.8,malignant,benign
8,9,2,640,1,0,benign,benign
8,9,2,113,0.1,0.9,malignant,malignant
8,9,2,405,1,0,benign,benign
8,9,2,430,1,0,benign,benign
8,9,2,15,0.3,0.7,malignant,malignant
8,9,2,144,1,0,benign,benign
8,9,2,220,1,0,benign,benign
8,9,2,330,0.2,0.8,malignant,malignant
8,9,2,90,1,0,benign,benign
8,9,2,160,0,1,malignant,malignant
8,9,2,527,1,0,benign,benign
8,9,2,164,0.991657,0.008343,benign,benign
8,9,2,455,0.7,0.3,benign,malignant
8,9,2,376,1,0,benign,benign
8,9,2,47,1,0,benign,benign
8,9,2,273,0.2,0.8,malignant,malignant
8,9,2,555,0.6,0.4,benign,benign
8,9,2,419,1,0,benign,benign
8,9,2,206,0,1,malignant,malignant
8,9,2,475,1,0,benign,benign
8,9,2,257,1,0,benign,benign
8,9,2,669,0,1,malignant,malignant
8,9,2,162,1,0,benign,benign
8,9,2,240,0.6,0.4,benign,benign
8,9,2,305,0,1,malignant,malignant
8,9,2,397,1,0,benign,benign
8,9,2,645,1,0,benign,benign
8,9,2,457,0.2,0.8,malignant,malignant
8,9,2,274,1,0,benign,benign
8,9,2,314,1,0,benign,benign
8,9,2,592,0,1,malignant,malignant
8,9,2,448,1,0,benign,benign
8,9,2,319,0,1,malignant,benign
8,9,2,229,0,1,malignant,malignant
8,9,2,563,1,0,benign,benign
8,9,2,407,1,0,benign,benign
8,9,2,691,0,1,malignant,malignant
8,9,2,424,1,0,benign,benign
8,9,3,211,0,1,malignant,malignant
8,9,3,452,1,0,benign,benign
8,9,3,502,1,0,benign,benign
8,9,3,414,0,1,malignant,malignant
8,9,3,362,0.8,0.2,benign,benign
8,9,3,92,1,0,benign,benign
8,9,3,680,0,1,malignant,malignant
8,9,3,454,0.8,0.2,benign,benign
8,9,3,290,1,0,benign,benign
8,9,3,218,0,1,malignant,malignant
8,9,3,91,1,0,benign,benign
8,9,3,85,0,1,malignant,malignant
8,9,3,134,1,0,benign,benign
8,9,3,384,1,0,benign,benign
8,9,3,128,0.3,0.7,malignant,malignant
8,9,3,600,1,0,benign,benign
8,9,3,212,1,0,benign,benign
8,9,3,266,0,1,malignant,malignant
8,9,3,22,1,0,benign,benign
8,9,3,545,1,0,benign,benign
8,9,3,588,0,1,malignant,malignant
8,9,3,202,1,0,benign,benign
8,9,3,579,1,0,benign,benign
8,9,3,549,0.1,0.9,malignant,malignant
8,9,3,634,1,0,benign,benign
8,9,3,418,0.9,0.1,benign,benign
8,9,3,316,0,1,malignant,malignant
8,9,3,82,1,0,benign,benign
8,9,3,368,1,0,benign,benign
8,9,3,263,0.3,0.7,malignant,malignant
8,9,3,232,0.3,0.7,malignant,benign
8,9,3,640,1,0,benign,benign
8,9,3,113,0.1,0.9,malignant,malignant
8,9,3,405,1,0,benign,benign
8,9,3,430,1,0,benign,benign
8,9,3,15,0.5,0.5,benign,malignant
8,9,3,144,1,0,benign,benign
8,9,3,220,1,0,benign,benign
8,9,3,330,0.1,0.9,malignant,malignant
8,9,3,90,1,0,benign,benign
8,9,3,160,0,1,malignant,malignant
8,9,3,527,1,0,benign,benign
8,9,3,164,0.996429,0.003571,benign,benign
8,9,3,455,0.5,0.5,benign,malignant
8,9,3,376,1,0,benign,benign
8,9,3,47,1,0,benign,benign
8,9,3,273,0.1,0.9,malignant,malignant
8,9,3,555,0.8,0.2,benign,benign
8,9,3,419,0.7,0.3,benign,benign
8,9,3,206,0,1,malignant,malignant
8,9,3,475,1,0,benign,benign
8,9,3,257,1,0,benign,benign
8,9,3,669,0,1,malignant,malignant
8,9,3,162,1,0,benign,benign
8,9,3,240,0.8,0.2,benign,benign
8,9,3,305,0,1,malignant,malignant
8,9,3,397,1,0,benign,benign
8,9,3,645,1,0,benign,benign
8,9,3,457,0,1,malignant,malignant
8,9,3,274,1,0,benign,benign
8,9,3,314,1,0,benign,benign
8,9,3,592,0.2,0.8,malignant,malignant
8,9,3,448,1,0,benign,benign
8,9,3,319,0.3,0.7,malignant,benign
8,9,3,229,0,1,malignant,malignant
8,9,3,563,1,0,benign,benign
8,9,3,407,1,0,benign,benign
8,9,3,691,0,1,malignant,malignant
8,9,3,424,1,0,benign,benign
8,9,4,211,0.1,0.9,malignant,malignant
8,9,4,452,1,0,benign,benign
8,9,4,502,1,0,benign,benign
8,9,4,414,0,1,malignant,malignant
8,9,4,362,0.8,0.2,benign,benign
8,9,4,92,1,0,benign,benign
8,9,4,680,0,1,malignant,malignant
8,9,4,454,0.9,0.1,benign,benign
8,9,4,290,1,0,benign,benign
8,9,4,218,0,1,malignant,malignant
8,9,4,91,1,0,benign,benign
8,9,4,85,0.3,0.7,malignant,malignant
8,9,4,134,1,0,benign,benign
8,9,4,384,1,0,benign,benign
8,9,4,128,0.4,0.6,malignant,malignant
8,9,4,600,1,0,benign,benign
8,9,4,212,1,0,benign,benign
8,9,4,266,0,1,malignant,malignant
8,9,4,22,1,0,benign,benign
8,9,4,545,1,0,benign,benign
8,9,4,588,0.1,0.9,malignant,malignant
8,9,4,202,1,0,benign,benign
8,9,4,579,1,0,benign,benign
8,9,4,549,0.1,0.9,malignant,malignant
8,9,4,634,1,0,benign,benign
8,9,4,418,1,0,benign,benign
8,9,4,316,0.2,0.8,malignant,malignant
8,9,4,82,1,0,benign,benign
8,9,4,368,1,0,benign,benign
8,9,4,263,0.2,0.8,malignant,malignant
8,9,4,232,0.4,0.6,malignant,benign
8,9,4,640,1,0,benign,benign
8,9,4,113,0,1,malignant,malignant
8,9,4,405,1,0,benign,benign
8,9,4,430,1,0,benign,benign
8,9,4,15,0.3,0.7,malignant,malignant
8,9,4,144,1,0,benign,benign
8,9,4,220,1,0,benign,benign
8,9,4,330,0,1,malignant,malignant
8,9,4,90,1,0,benign,benign
8,9,4,160,0,1,malignant,malignant
8,9,4,527,1,0,benign,benign
8,9,4,164,0.994304,0.005696,benign,benign
8,9,4,455,0.4,0.6,malignant,malignant
8,9,4,376,1,0,benign,benign
8,9,4,47,1,0,benign,benign
8,9,4,273,0.3,0.7,malignant,malignant
8,9,4,555,0.8,0.2,benign,benign
8,9,4,419,0.8,0.2,benign,benign
8,9,4,206,0,1,malignant,malignant
8,9,4,475,1,0,benign,benign
8,9,4,257,1,0,benign,benign
8,9,4,669,0,1,malignant,malignant
8,9,4,162,1,0,benign,benign
8,9,4,240,0.7,0.3,benign,benign
8,9,4,305,0,1,malignant,malignant
8,9,4,397,1,0,benign,benign
8,9,4,645,1,0,benign,benign
8,9,4,457,0.1,0.9,malignant,malignant
8,9,4,274,1,0,benign,benign
8,9,4,314,1,0,benign,benign
8,9,4,592,0,1,malignant,malignant
8,9,4,448,1,0,benign,benign
8,9,4,319,0.3,0.7,malignant,benign
8,9,4,229,0,1,malignant,malignant
8,9,4,563,1,0,benign,benign
8,9,4,407,1,0,benign,benign
8,9,4,691,0.1,0.9,malignant,malignant
8,9,4,424,1,0,benign,benign
8,9,5,211,0,1,malignant,malignant
8,9,5,452,1,0,benign,benign
8,9,5,502,1,0,benign,benign
8,9,5,414,0,1,malignant,malignant
8,9,5,362,1,0,benign,benign
8,9,5,92,1,0,benign,benign
8,9,5,680,0,1,malignant,malignant
8,9,5,454,1,0,benign,benign
8,9,5,290,1,0,benign,benign
8,9,5,218,0,1,malignant,malignant
8,9,5,91,1,0,benign,benign
8,9,5,85,0,1,malignant,malignant
8,9,5,134,1,0,benign,benign
8,9,5,384,1,0,benign,benign
8,9,5,128,0.3,0.7,malignant,malignant
8,9,5,600,1,0,benign,benign
8,9,5,212,1,0,benign,benign
8,9,5,266,0,1,malignant,malignant
8,9,5,22,1,0,benign,benign
8,9,5,545,1,0,benign,benign
8,9,5,588,0,1,malignant,malignant
8,9,5,202,1,0,benign,benign
8,9,5,579,1,0,benign,benign
8,9,5,549,0.1,0.9,malignant,malignant
8,9,5,634,1,0,benign,benign
8,9,5,418,1,0,benign,benign
8,9,5,316,0.1,0.9,malignant,malignant
8,9,5,82,1,0,benign,benign
8,9,5,368,1,0,benign,benign
8,9,5,263,0,1,malignant,malignant
8,9,5,232,0.163121,0.836879,malignant,benign
8,9,5,640,1,0,benign,benign
8,9,5,113,0,1,malignant,malignant
8,9,5,405,1,0,benign,benign
8,9,5,430,1,0,benign,benign
8,9,5,15,0.163121,0.836879,malignant,malignant
8,9,5,144,1,0,benign,benign
8,9,5,220,1,0,benign,benign
8,9,5,330,0,1,malignant,malignant
8,9,5,90,1,0,benign,benign
8,9,5,160,0,1,malignant,malignant
8,9,5,527,1,0,benign,benign
8,9,5,164,0.987879,0.012121,benign,benign
8,9,5,455,0.9,0.1,benign,malignant
8,9,5,376,1,0,benign,benign
8,9,5,47,1,0,benign,benign
8,9,5,273,0.4,0.6,malignant,malignant
8,9,5,555,0.5,0.5,benign,benign
8,9,5,419,1,0,benign,benign
8,9,5,206,0.2,0.8,malignant,malignant
8,9,5,475,1,0,benign,benign
8,9,5,257,1,0,benign,benign
8,9,5,669,0,1,malignant,malignant
8,9,5,162,1,0,benign,benign
8,9,5,240,0.9,0.1,benign,benign
8,9,5,305,0.1,0.9,malignant,malignant
8,9,5,397,1,0,benign,benign
8,9,5,645,1,0,benign,benign
8,9,5,457,0,1,malignant,malignant
8,9,5,274,1,0,benign,benign
8,9,5,314,1,0,benign,benign
8,9,5,592,0,1,malignant,malignant
8,9,5,448,1,0,benign,benign
8,9,5,319,0.3,0.7,malignant,benign
8,9,5,229,0,1,malignant,malignant
8,9,5,563,1,0,benign,benign
8,9,5,407,1,0,benign,benign
8,9,5,691,0.3,0.7,malignant,malignant
8,9,5,424,1,0,benign,benign
8,9,6,211,0,1,malignant,malignant
8,9,6,452,1,0,benign,benign
8,9,6,502,1,0,benign,benign
8,9,6,414,0,1,malignant,malignant
8,9,6,362,1,0,benign,benign
8,9,6,92,1,0,benign,benign
8,9,6,680,0,1,malignant,malignant
8,9,6,454,1,0,benign,benign
8,9,6,290,1,0,benign,benign
8,9,6,218,0,1,malignant,malignant
8,9,6,91,1,0,benign,benign
8,9,6,85,0.516713,0.483287,benign,malignant
8,9,6,134,1,0,benign,benign
8,9,6,384,1,0,benign,benign
8,9,6,128,0.3,0.7,malignant,malignant
8,9,6,600,1,0,benign,benign
8,9,6,212,1,0,benign,benign
8,9,6,266,0,1,malignant,malignant
8,9,6,22,1,0,benign,benign
8,9,6,545,1,0,benign,benign
8,9,6,588,0,1,malignant,malignant
8,9,6,202,1,0,benign,benign
8,9,6,579,1,0,benign,benign
8,9,6,549,0.2,0.8,malignant,malignant
8,9,6,634,1,0,benign,benign
8,9,6,418,1,0,benign,benign
8,9,6,316,0.027027,0.972973,malignant,malignant
8,9,6,82,1,0,benign,benign
8,9,6,368,1,0,benign,benign
8,9,6,263,0,1,malignant,malignant
8,9,6,232,0,1,malignant,benign
8,9,6,640,1,0,benign,benign
8,9,6,113,0,1,malignant,malignant
8,9,6,405,1,0,benign,benign
8,9,6,430,1,0,benign,benign
8,9,6,15,0.1,0.9,malignant,malignant
8,9,6,144,1,0,benign,benign
8,9,6,220,1,0,benign,benign
8,9,6,330,0,1,malignant,malignant
8,9,6,90,1,0,benign,benign
8,9,6,160,0,1,malignant,malignant
8,9,6,527,1,0,benign,benign
8,9,6,164,0.998976,0.001024,benign,benign
8,9,6,455,0.5,0.5,benign,malignant
8,9,6,376,1,0,benign,benign
8,9,6,47,1,0,benign,benign
8,9,6,273,0.7,0.3,benign,malignant
8,9,6,555,0.9,0.1,benign,benign
8,9,6,419,0.9,0.1,benign,benign
8,9,6,206,0.1,0.9,malignant,malignant
8,9,6,475,1,0,benign,benign
8,9,6,257,1,0,benign,benign
8,9,6,669,0,1,malignant,malignant
8,9,6,162,1,0,benign,benign
8,9,6,240,1,0,benign,benign
8,9,6,305,0,1,malignant,malignant
8,9,6,397,1,0,benign,benign
8,9,6,645,1,0,benign,benign
8,9,6,457,0,1,malignant,malignant
8,9,6,274,1,0,benign,benign
8,9,6,314,1,0,benign,benign
8,9,6,592,0.1,0.9,malignant,malignant
8,9,6,448,1,0,benign,benign
8,9,6,319,0.2,0.8,malignant,benign
8,9,6,229,0,1,malignant,malignant
8,9,6,563,1,0,benign,benign
8,9,6,407,1,0,benign,benign
8,9,6,691,0.1,0.9,malignant,malignant
8,9,6,424,1,0,benign,benign
8,9,7,211,0,1,malignant,malignant
8,9,7,452,1,0,benign,benign
8,9,7,502,1,0,benign,benign
8,9,7,414,0,1,malignant,malignant
8,9,7,362,0.8,0.2,benign,benign
8,9,7,92,1,0,benign,benign
8,9,7,680,0,1,malignant,malignant
8,9,7,454,1,0,benign,benign
8,9,7,290,1,0,benign,benign
8,9,7,218,0,1,malignant,malignant
8,9,7,91,1,0,benign,benign
8,9,7,85,0.1,0.9,malignant,malignant
8,9,7,134,1,0,benign,benign
8,9,7,384,1,0,benign,benign
8,9,7,128,0,1,malignant,malignant
8,9,7,600,1,0,benign,benign
8,9,7,212,1,0,benign,benign
8,9,7,266,0,1,malignant,malignant
8,9,7,22,1,0,benign,benign
8,9,7,545,1,0,benign,benign
8,9,7,588,0.2,0.8,malignant,malignant
8,9,7,202,1,0,benign,benign
8,9,7,579,1,0,benign,benign
8,9,7,549,0.1,0.9,malignant,malignant
8,9,7,634,1,0,benign,benign
8,9,7,418,1,0,benign,benign
8,9,7,316,0.3,0.7,malignant,malignant
8,9,7,82,1,0,benign,benign
8,9,7,368,1,0,benign,benign
8,9,7,263,0,1,malignant,malignant
8,9,7,232,0.1,0.9,malignant,benign
8,9,7,640,1,0,benign,benign
8,9,7,113,0,1,malignant,malignant
8,9,7,405,1,0,benign,benign
8,9,7,430,1,0,benign,benign
8,9,7,15,0.1,0.9,malignant,malignant
8,9,7,144,1,0,benign,benign
8,9,7,220,1,0,benign,benign
8,9,7,330,0,1,malignant,malignant
8,9,7,90,1,0,benign,benign
8,9,7,160,0,1,malignant,malignant
8,9,7,527,1,0,benign,benign
8,9,7,164,0.954759,0.045241,benign,benign
8,9,7,455,0.5,0.5,benign,malignant
8,9,7,376,1,0,benign,benign
8,9,7,47,1,0,benign,benign
8,9,7,273,0.3,0.7,malignant,malignant
8,9,7,555,0.7,0.3,benign,benign
8,9,7,419,0.9,0.1,benign,benign
8,9,7,206,0,1,malignant,malignant
8,9,7,475,1,0,benign,benign
8,9,7,257,1,0,benign,benign
8,9,7,669,0,1,malignant,malignant
8,9,7,162,1,0,benign,benign
8,9,7,240,1,0,benign,benign
8,9,7,305,0,1,malignant,malignant
8,9,7,397,1,0,benign,benign
8,9,7,645,1,0,benign,benign
8,9,7,457,0,1,malignant,malignant
8,9,7,274,1,0,benign,benign
8,9,7,314,1,0,benign,benign
8,9,7,592,0.1,0.9,malignant,malignant
8,9,7,448,1,0,benign,benign
8,9,7,319,0.1,0.9,malignant,benign
8,9,7,229,0,1,malignant,malignant
8,9,7,563,1,0,benign,benign
8,9,7,407,1,0,benign,benign
8,9,7,691,0.3,0.7,malignant,malignant
8,9,7,424,1,0,benign,benign
9,0,0,567,0.9,0.1,benign,benign
9,0,0,286,0,1,malignant,malignant
9,0,0,70,1,0,benign,benign
9,0,0,696,0.2,0.8,malignant,malignant
9,0,0,543,1,0,benign,benign
9,0,0,512,1,0,benign,benign
9,0,0,299,0.3,0.7,malignant,malignant
9,0,0,31,1,0,benign,benign
9,0,0,640,0.9,0.1,benign,benign
9,0,0,101,0.1,0.9,malignant,malignant
9,0,0,666,0.9,0.1,benign,benign
9,0,0,695,1,0,benign,benign
9,0,0,292,0.126984,0.873016,malignant,malignant
9,0,0,368,1,0,benign,benign
9,0,0,642,1,0,benign,benign
9,0,0,117,0,1,malignant,malignant
9,0,0,298,0.9,0.1,benign,benign
9,0,0,641,1,0,benign,benign
9,0,0,36,0.2,0.8,malignant,malignant
9,0,0,463,1,0,benign,benign
9,0,0,637,0.7,0.3,benign,benign
9,0,0,50,0.3,0.7,malignant,malignant
9,0,0,622,1,0,benign,benign
9,0,0,551,1,0,benign,benign
9,0,0,54,0,1,malignant,malignant
9,0,0,646,1,0,benign,benign
9,0,0,468,1,0,benign,benign
9,0,0,263,0,1,malignant,malignant
9,0,0,624,0.9,0.1,benign,benign
9,0,0,164,0.94569,0.05431,benign,benign
9,0,0,57,0.5,0.5,benign,malignant
9,0,0,682,1,0,benign,benign
9,0,0,128,0,1,malignant,malignant
9,0,0,143,0.8,0.2,benign,benign
9,0,0,72,0.9,0.1,benign,benign
9,0,0,358,0,1,malignant,malignant
9,0,0,140,1,0,benign,benign
9,0,0,399,1,0,benign,benign
9,0,0,191,0,1,malignant,malignant
9,0,0,93,1,0,benign,benign
9,0,0,76,0.7,0.3,benign,benign
9,0,0,247,0,1,malignant,malignant
9,0,0,80,1,0,benign,benign
9,0,0,269,1,0,benign,benign
9,0,0,43,0.5,0.5,benign,malignant
9,0,0,552,1,0,benign,benign
9,0,0,387,1,0,benign,benign
9,0,0,266,0,1,malignant,malignant
9,0,0,405,1,0,benign,benign
9,0,0,209,1,0,benign,benign
9,0,0,330,0.2,0.8,malignant,malignant
9,0,0,606,1,0,benign,benign
9,0,0,171,1,0,benign,benign
9,0,0,188,0,1,malignant,malignant
9,0,0,244,1,0,benign,benign
9,0,0,687,0.8,0.2,benign,benign
9,0,0,184,0,1,malignant,malignant
9,0,0,202,1,0,benign,benign
9,0,0,473,1,0,benign,benign
9,0,0,359,0,1,malignant,malignant
9,0,0,82,1,0,benign,benign
9,0,0,51,0.3,0.7,malignant,malignant
9,0,0,108,0.8,0.2,benign,benign
9,0,0,430,0.9,0.1,benign,benign
9,0,0,273,0.2,0.8,malignant,malignant
9,0,0,545,1,0,benign,benign
9,0,0,119,1,0,benign,benign
9,0,0,681,0,1,malignant,malignant
9,0,0,10,1,0,benign,benign
9,0,0,667,1,0,benign,benign
9,0,1,567,0.8,0.2,benign,benign
9,0,1,286,0,1,malignant,malignant
9,0,1,70,1,0,benign,benign
9,0,1,696,0.1,0.9,malignant,malignant
9,0,1,543,1,0,benign,benign
9,0,1,512,1,0,benign,benign
9,0,1,299,0.1,0.9,malignant,malignant
9,0,1,31,1,0,benign,benign
9,0,1,640,1,0,benign,benign
9,0,1,101,0.6,0.4,benign,malignant
9,0,1,666,0.9,0.1,benign,benign
9,0,1,695,1,0,benign,benign
9,0,1,292,0.207717,0.792283,malignant,malignant
9,0,1,368,1,0,benign,benign
9,0,1,642,1,0,benign,benign
9,0,1,117,0.2,0.8,malignant,malignant
9,0,1,298,0.6,0.4,benign,benign
9,0,1,641,1,0,benign,benign
9,0,1,36,0.1,0.9,malignant,malignant
9,0,1,463,1,0,benign,benign
9,0,1,637,0.9,0.1,benign,benign
9,0,1,50,0.2,0.8,malignant,malignant
9,0,1,622,0.9,0.1,benign,benign
9,0,1,551,1,0,benign,benign
9,0,1,54,0,1,malignant,malignant
9,0,1,646,1,0,benign,benign
9,0,1,468,1,0,benign,benign
9,0,1,263,0,1,malignant,malignant
9,0,1,624,0.9,0.1,benign,benign
9,0,1,164,0.938449,0.061551,benign,benign
9,0,1,57,0.3,0.7,malignant,malignant
9,0,1,682,1,0,benign,benign
9,0,1,128,0.1,0.9,malignant,malignant
9,0,1,143,0.903704,0.096296,benign,benign
9,0,1,72,0.9,0.1,benign,benign
9,0,1,358,0,1,malignant,malignant
9,0,1,140,1,0,benign,benign
9,0,1,399,1,0,benign,benign
9,0,1,191,0,1,malignant,malignant
9,0,1,93,1,0,benign,benign
9,0,1,76,0.9,0.1,benign,benign
9,0,1,247,0.244444,0.755556,malignant,malignant
9,0,1,80,0.9,0.1,benign,benign
9,0,1,269,1,0,benign,benign
9,0,1,43,0.3,0.7,malignant,malignant
9,0,1,552,1,0,benign,benign
9,0,1,387,1,0,benign,benign
9,0,1,266,0,1,malignant,malignant
9,0,1,405,1,0,benign,benign
9,0,1,209,1,0,benign,benign
9,0,1,330,0.044444,0.955556,malignant,malignant
9,0,1,606,1,0,benign,benign
9,0,1,171,1,0,benign,benign
9,0,1,188,0.1,0.9,malignant,malignant
9,0,1,244,1,0,benign,benign
9,0,1,687,1,0,benign,benign
9,0,1,184,0,1,malignant,malignant
9,0,1,202,1,0,benign,benign
9,0,1,473,1,0,benign,benign
9,0,1,359,0.1,0.9,malignant,malignant
9,0,1,82,1,0,benign,benign
9,0,1,51,0.403704,0.596296,malignant,malignant
9,0,1,108,1,0,benign,benign
9,0,1,430,1,0,benign,benign
9,0,1,273,0.544444,0.455556,benign,malignant
9,0,1,545,1,0,benign,benign
9,0,1,119,1,0,benign,benign
9,0,1,681,0,1,malignant,malignant
9,0,1,10,1,0,benign,benign
9,0,1,667,1,0,benign,benign
9,0,2,567,0.8,0.2,benign,benign
9,0,2,286,0,1,malignant,malignant
9,0,2,70,1,0,benign,benign
9,0,2,696,0,1,malignant,malignant
9,0,2,543,1,0,benign,benign
9,0,2,512,1,0,benign,benign
9,0,2,299,0.1,0.9,malignant,malignant
9,0,2,31,1,0,benign,benign
9,0,2,640,1,0,benign,benign
9,0,2,101,0.7,0.3,benign,malignant
9,0,2,666,1,0,benign,benign
9,0,2,695,1,0,benign,benign
9,0,2,292,0.213163,0.786837,malignant,malignant
9,0,2,368,1,0,benign,benign
9,0,2,642,1,0,benign,benign
9,0,2,117,0,1,malignant,malignant
9,0,2,298,0.6,0.4,benign,benign
9,0,2,641,1,0,benign,benign
9,0,2,36,0,1,malignant,malignant
9,0,2,463,1,0,benign,benign
9,0,2,637,1,0,benign,benign
9,0,2,50,0.4,0.6,malignant,malignant
9,0,2,622,0.9,0.1,benign,benign
9,0,2,551,1,0,benign,benign
9,0,2,54,0,1,malignant,malignant
9,0,2,646,1,0,benign,benign
9,0,2,468,1,0,benign,benign
9,0,2,263,0,1,malignant,malignant
9,0,2,624,1,0,benign,benign
9,0,2,164,0.95818,0.04182,benign,benign
9,0,2,57,0.4,0.6,malignant,malignant
9,0,2,682,1,0,benign,benign
9,0,2,128,0.1,0.9,malignant,malignant
9,0,2,143,1,0,benign,benign
9,0,2,72,0.9,0.1,benign,benign
9,0,2,358,0,1,malignant,malignant
9,0,2,140,1,0,benign,benign
9,0,2,399,0.9,0.1,benign,benign
9,0,2,191,0,1,malignant,malignant
9,0,2,93,1,0,benign,benign
9,0,2,76,1,0,benign,benign
9,0,2,247,0.1,0.9,malignant,malignant
9,0,2,80,0.9,0.1,benign,benign
9,0,2,269,1,0,benign,benign
9,0,2,43,0.2,0.8,malignant,malignant
9,0,2,552,1,0,benign,benign
9,0,2,387,1,0,benign,benign
9,0,2,266,0,1,malignant,malignant
9,0,2,405,1,0,benign,benign
9,0,2,209,1,0,benign,benign
9,0,2,330,0,1,malignant,malignant
9,0,2,606,1,0,benign,benign
9,0,2,171,1,0,benign,benign
9,0,2,188,0,1,malignant,malignant
9,0,2,244,1,0,benign,benign
9,0,2,687,1,0,benign,benign
9,0,2,184,0,1,malignant,malignant
9,0,2,202,1,0,benign,benign
9,0,2,473,1,0,benign,benign
9,0,2,359,0.1,0.9,malignant,malignant
9,0,2,82,1,0,benign,benign
9,0,2,51,0.6,0.4,benign,malignant
9,0,2,108,1,0,benign,benign
9,0,2,430,1,0,benign,benign
9,0,2,273,0.3,0.7,malignant,malignant
9,0,2,545,1,0,benign,benign
9,0,2,119,1,0,benign,benign
9,0,2,681,0,1,malignant,malignant
9,0,2,10,1,0,benign,benign
9,0,2,667,1,0,benign,benign
9,0,3,567,0.9,0.1,benign,benign
9,0,3,286,0,1,malignant,malignant
9,0,3,70,1,0,benign,benign
9,0,3,696,0,1,malignant,malignant
9,0,3,543,1,0,benign,benign
9,0,3,512,1,0,benign,benign
9,0,3,299,0.2,0.8,malignant,malignant
9,0,3,31,1,0,benign,benign
9,0,3,640,1,0,benign,benign
9,0,3,101,0.6,0.4,benign,malignant
9,0,3,666,1,0,benign,benign
9,0,3,695,1,0,benign,benign
9,0,3,292,0.185842,0.814158,malignant,malignant
9,0,3,368,1,0,benign,benign
9,0,3,642,1,0,benign,benign
9,0,3,117,0,1,malignant,malignant
9,0,3,298,0.7,0.3,benign,benign
9,0,3,641,1,0,benign,benign
9,0,3,36,0,1,malignant,malignant
9,0,3,463,1,0,benign,benign
9,0,3,637,0.9,0.1,benign,benign
9,0,3,50,0.2,0.8,malignant,malignant
9,0,3,622,0.8,0.2,benign,benign
9,0,3,551,1,0,benign,benign
9,0,3,54,0,1,malignant,malignant
9,0,3,646,1,0,benign,benign
9,0,3,468,1,0,benign,benign
9,0,3,263,0,1,malignant,malignant
9,0,3,624,0.9,0.1,benign,benign
9,0,3,164,0.951664,0.048336,benign,benign
9,0,3,57,0.2,0.8,malignant,malignant
9,0,3,682,1,0,benign,benign
9,0,3,128,0,1,malignant,malignant
9,0,3,143,0.9016,0.0984,benign,benign
9,0,3,72,0.9,0.1,benign,benign
9,0,3,358,0,1,malignant,malignant
9,0,3,140,1,0,benign,benign
9,0,3,399,0.9,0.1,benign,benign
9,0,3,191,0,1,malignant,malignant
9,0,3,93,1,0,benign,benign
9,0,3,76,1,0,benign,benign
9,0,3,247,0.1,0.9,malignant,malignant
9,0,3,80,0.9,0.1,benign,benign
9,0,3,269,1,0,benign,benign
9,0,3,43,0.3,0.7,malignant,malignant
9,0,3,552,1,0,benign,benign
9,0,3,387,0.7,0.3,benign,benign
9,0,3,266,0,1,malignant,malignant
9,0,3,405,1,0,benign,benign
9,0,3,209,1,0,benign,benign
9,0,3,330,0.1,0.9,malignant,malignant
9,0,3,606,1,0,benign,benign
9,0,3,171,1,0,benign,benign
9,0,3,188,0.1,0.9,malignant,malignant
9,0,3,244,1,0,benign,benign
9,0,3,687,1,0,benign,benign
9,0,3,184,0,1,malignant,malignant
9,0,3,202,1,0,benign,benign
9,0,3,473,1,0,benign,benign
9,0,3,359,0,1,malignant,malignant
9,0,3,82,1,0,benign,benign
9,0,3,51,0.5,0.5,benign,malignant
9,0,3,108,1,0,benign,benign
9,0,3,430,0.9,0.1,benign,benign
9,0,3,273,0.2,0.8,malignant,malignant
9,0,3,545,1,0,benign,benign
9,0,3,119,1,0,benign,benign
9,0,3,681,0,1,malignant,malignant
9,0,3,10,1,0,benign,benign
9,0,3,667,1,0,benign,benign
9,0,4,567,1,0,benign,benign
9,0,4,286,0,1,malignant,malignant
9,0,4,70,1,0,benign,benign
9,0,4,696,0.1,0.9,malignant,malignant
9,0,4,543,1,0,benign,benign
9,0,4,512,1,0,benign,benign
9,0,4,299,0,1,malignant,malignant
9,0,4,31,1,0,benign,benign
9,0,4,640,1,0,benign,benign
9,0,4,101,0.8,0.2,benign,malignant
9,0,4,666,1,0,benign,benign
9,0,4,695,1,0,benign,benign
9,0,4,292,0.243098,0.756902,malignant,malignant
9,0,4,368,1,0,benign,benign
9,0,4,642,1,0,benign,benign
9,0,4,117,0.1,0.9,malignant,malignant
9,0,4,298,0.7,0.3,benign,benign
9,0,4,641,1,0,benign,benign
9,0,4,36,0,1,malignant,malignant
9,0,4,463,1,0,benign,benign
9,0,4,637,0.9,0.1,benign,benign
9,0,4,50,0.307065,0.692935,malignant,malignant
9,0,4,622,0.9,0.1,benign,benign
9,0,4,551,1,0,benign,benign
9,0,4,54,0,1,malignant,malignant
9,0,4,646,1,0,benign,benign
9,0,4,468,1,0,benign,benign
9,0,4,263,0,1,malignant,malignant
9,0,4,624,1,0,benign,benign
9,0,4,164,0.95506,0.04494,benign,benign
9,0,4,57,0.2,0.8,malignant,malignant
9,0,4,682,1,0,benign,benign
9,0,4,128,0,1,malignant,malignant
9,0,4,143,0.9,0.1,benign,benign
9,0,4,72,0.7,0.3,benign,benign
9,0,4,358,0.1,0.9,malignant,malignant
9,0,4,140,1,0,benign,benign
9,0,4,399,1,0,benign,benign
9,0,4,191,0,1,malignant,malignant
9,0,4,93,1,0,benign,benign
9,0,4,76,1,0,benign,benign
9,0,4,247,0.1,0.9,malignant,malignant
9,0,4,80,0.9,0.1,benign,benign
9,0,4,269,1,0,benign,benign
9,0,4,43,0.3,0.7,malignant,malignant
9,0,4,552,1,0,benign,benign
9,0,4,387,0.9,0.1,benign,benign
9,0,4,266,0,1,malignant,malignant
9,0,4,405,1,0,benign,benign
9,0,4,209,1,0,benign,benign
9,0,4,330,0,1,malignant,malignant
9,0,4,606,1,0,benign,benign
9,0,4,171,1,0,benign,benign
9,0,4,188,0,1,malignant,malignant
9,0,4,244,1,0,benign,benign
9,0,4,687,1,0,benign,benign
9,0,4,184,0,1,malignant,malignant
9,0,4,202,1,0,benign,benign
9,0,4,473,1,0,benign,benign
9,0,4,359,0,1,malignant,malignant
9,0,4,82,1,0,benign,benign
9,0,4,51,0.4,0.6,malignant,malignant
9,0,4,108,1,0,benign,benign
9,0,4,430,1,0,benign,benign
9,0,4,273,0.2,0.8,malignant,malignant
9,0,4,545,1,0,benign,benign
9,0,4,119,1,0,benign,benign
9,0,4,681,0,1,malignant,malignant
9,0,4,10,1,0,benign,benign
9,0,4,667,1,0,benign,benign
9,0,5,567,1,0,benign,benign
9,0,5,286,0,1,malignant,malignant
9,0,5,70,1,0,benign,benign
9,0,5,696,0,1,malignant,malignant
9,0,5,543,1,0,benign,benign
9,0,5,512,1,0,benign,benign
9,0,5,299,0.1,0.9,malignant,malignant
9,0,5,31,1,0,benign,benign
9,0,5,640,1,0,benign,benign
9,0,5,101,0.3,0.7,malignant,malignant
9,0,5,666,0.9,0.1,benign,benign
9,0,5,695,1,0,benign,benign
9,0,5,292,0.178656,0.821344,malignant,malignant
9,0,5,368,1,0,benign,benign
9,0,5,642,1,0,benign,benign
9,0,5,117,0,1,malignant,malignant
9,0,5,298,0.7,0.3,benign,benign
9,0,5,641,1,0,benign,benign
9,0,5,36,0,1,malignant,malignant
9,0,5,463,1,0,benign,benign
9,0,5,637,0.9,0.1,benign,benign
9,0,5,50,0.2,0.8,malignant,malignant
9,0,5,622,1,0,benign,benign
9,0,5,551,1,0,benign,benign
9,0,5,54,0,1,malignant,malignant
9,0,5,646,1,0,benign,benign
9,0,5,468,1,0,benign,benign
9,0,5,263,0,1,malignant,malignant
9,0,5,624,1,0,benign,benign
9,0,5,164,0.944242,0.055758,benign,benign
9,0,5,57,0.3,0.7,malignant,malignant
9,0,5,682,1,0,benign,benign
9,0,5,128,0,1,malignant,malignant
9,0,5,143,1,0,benign,benign
9,0,5,72,1,0,benign,benign
9,0,5,358,0.1,0.9,malignant,malignant
9,0,5,140,1,0,benign,benign
9,0,5,399,1,0,benign,benign
9,0,5,191,0,1,malignant,malignant
9,0,5,93,1,0,benign,benign
9,0,5,76,1,0,benign,benign
9,0,5,247,0.1,0.9,malignant,malignant
9,0,5,80,0.8,0.2,benign,benign
9,0,5,269,1,0,benign,benign
9,0,5,43,0.3,0.7,malignant,malignant
9,0,5,552,0.9,0.1,benign,benign
9,0,5,387,0.9,0.1,benign,benign
9,0,5,266,0,1,malignant,malignant
9,0,5,405,1,0,benign,benign
9,0,5,209,1,0,benign,benign
9,0,5,330,0,1,malignant,malignant
9,0,5,606,1,0,benign,benign
9,0,5,171,1,0,benign,benign
9,0,5,188,0,1,malignant,malignant
9,0,5,244,1,0,benign,benign
9,0,5,687,1,0,benign,benign
9,0,5,184,0,1,malignant,malignant
9,0,5,202,1,0,benign,benign
9,0,5,473,1,0,benign,benign
9,0,5,359,0.1,0.9,malignant,malignant
9,0,5,82,1,0,benign,benign
9,0,5,51,0.4,0.6,malignant,malignant
9,0,5,108,1,0,benign,benign
9,0,5,430,1,0,benign,benign
9,0,5,273,0.3,0.7,malignant,malignant
9,0,5,545,1,0,benign,benign
9,0,5,119,1,0,benign,benign
9,0,5,681,0,1,malignant,malignant
9,0,5,10,1,0,benign,benign
9,0,5,667,1,0,benign,benign
9,0,6,567,0.9,0.1,benign,benign
9,0,6,286,0.1,0.9,malignant,malignant
9,0,6,70,1,0,benign,benign
9,0,6,696,0.1,0.9,malignant,malignant
9,0,6,543,1,0,benign,benign
9,0,6,512,1,0,benign,benign
9,0,6,299,0,1,malignant,malignant
9,0,6,31,1,0,benign,benign
9,0,6,640,1,0,benign,benign
9,0,6,101,0.726316,0.273684,benign,malignant
9,0,6,666,1,0,benign,benign
9,0,6,695,1,0,benign,benign
9,0,6,292,0.126174,0.873826,malignant,malignant
9,0,6,368,1,0,benign,benign
9,0,6,642,1,0,benign,benign
9,0,6,117,0,1,malignant,malignant
9,0,6,298,0.6,0.4,benign,benign
9,0,6,641,1,0,benign,benign
9,0,6,36,0,1,malignant,malignant
9,0,6,463,1,0,benign,benign
9,0,6,637,0.805118,0.194882,benign,benign
9,0,6,50,0.1,0.9,malignant,malignant
9,0,6,622,0.8,0.2,benign,benign
9,0,6,551,1,0,benign,benign
9,0,6,54,0,1,malignant,malignant
9,0,6,646,1,0,benign,benign
9,0,6,468,1,0,benign,benign
9,0,6,263,0,1,malignant,malignant
9,0,6,624,1,0,benign,benign
9,0,6,164,0.980413,0.019587,benign,benign
9,0,6,57,0.377816,0.622184,malignant,malignant
9,0,6,682,1,0,benign,benign
9,0,6,128,0.1,0.9,malignant,malignant
9,0,6,143,1,0,benign,benign
9,0,6,72,0.8,0.2,benign,benign
9,0,6,358,0.1,0.9,malignant,malignant
9,0,6,140,1,0,benign,benign
9,0,6,399,1,0,benign,benign
9,0,6,191,0,1,malignant,malignant
9,0,6,93,1,0,benign,benign
9,0,6,76,1,0,benign,benign
9,0,6,247,0.1,0.9,malignant,malignant
9,0,6,80,0.7,0.3,benign,benign
9,0,6,269,1,0,benign,benign
9,0,6,43,0.5,0.5,benign,malignant
9,0,6,552,1,0,benign,benign
9,0,6,387,1,0,benign,benign
9,0,6,266,0.1,0.9,malignant,malignant
9,0,6,405,1,0,benign,benign
9,0,6,209,1,0,benign,benign
9,0,6,330,0,1,malignant,malignant
9,0,6,606,1,0,benign,benign
9,0,6,171,1,0,benign,benign
9,0,6,188,0,1,malignant,malignant
9,0,6,244,1,0,benign,benign
9,0,6,687,1,0,benign,benign
9,0,6,184,0,1,malignant,malignant
9,0,6,202,1,0,benign,benign
9,0,6,473,1,0,benign,benign
9,0,6,359,0.1,0.9,malignant,malignant
9,0,6,82,1,0,benign,benign
9,0,6,51,0.726316,0.273684,benign,malignant
9,0,6,108,1,0,benign,benign
9,0,6,430,1,0,benign,benign
9,0,6,273,0.2,0.8,malignant,malignant
9,0,6,545,1,0,benign,benign
9,0,6,119,1,0,benign,benign
9,0,6,681,0,1,malignant,malignant
9,0,6,10,1,0,benign,benign
9,0,6,667,1,0,benign,benign
9,0,7,567,1,0,benign,benign
9,0,7,286,0,1,malignant,malignant
9,0,7,70,1,0,benign,benign
9,0,7,696,0,1,malignant,malignant
9,0,7,543,1,0,benign,benign
9,0,7,512,1,0,benign,benign
9,0,7,299,0.105348,0.894652,malignant,malignant
9,0,7,31,1,0,benign,benign
9,0,7,640,1,0,benign,benign
9,0,7,101,0.6,0.4,benign,malignant
9,0,7,666,1,0,benign,benign
9,0,7,695,1,0,benign,benign
9,0,7,292,0.177143,0.822857,malignant,malignant
9,0,7,368,1,0,benign,benign
9,0,7,642,1,0,benign,benign
9,0,7,117,0,1,malignant,malignant
9,0,7,298,0.7,0.3,benign,benign
9,0,7,641,1,0,benign,benign
9,0,7,36,0,1,malignant,malignant
9,0,7,463,1,0,benign,benign
9,0,7,637,0.9,0.1,benign,benign
9,0,7,50,0.1,0.9,malignant,malignant
9,0,7,622,0.8,0.2,benign,benign
9,0,7,551,1,0,benign,benign
9,0,7,54,0,1,malignant,malignant
9,0,7,646,1,0,benign,benign
9,0,7,468,1,0,benign,benign
9,0,7,263,0,1,malignant,malignant
9,0,7,624,1,0,benign,benign
9,0,7,164,0.99097,0.00903,benign,benign
9,0,7,57,0.3,0.7,malignant,malignant
9,0,7,682,1,0,benign,benign
9,0,7,128,0.2,0.8,malignant,malignant
9,0,7,143,1,0,benign,benign
9,0,7,72,0.8,0.2,benign,benign
9,0,7,358,0,1,malignant,malignant
9,0,7,140,1,0,benign,benign
9,0,7,399,1,0,benign,benign
9,0,7,191,0,1,malignant,malignant
9,0,7,93,1,0,benign,benign
9,0,7,76,1,0,benign,benign
9,0,7,247,0.1,0.9,malignant,malignant
9,0,7,80,1,0,benign,benign
9,0,7,269,1,0,benign,benign
9,0,7,43,0.217241,0.782759,malignant,malignant
9,0,7,552,0.8,0.2,benign,benign
9,0,7,387,1,0,benign,benign
9,0,7,266,0,1,malignant,malignant
9,0,7,405,1,0,benign,benign
9,0,7,209,1,0,benign,benign
9,0,7,330,0,1,malignant,malignant
9,0,7,606,1,0,benign,benign
9,0,7,171,1,0,benign,benign
9,0,7,188,0,1,malignant,malignant
9,0,7,244,1,0,benign,benign
9,0,7,687,1,0,benign,benign
9,0,7,184,0,1,malignant,malignant
9,0,7,202,1,0,benign,benign
9,0,7,473,1,0,benign,benign
9,0,7,359,0.1,0.9,malignant,malignant
9,0,7,82,1,0,benign,benign
9,0,7,51,0.5,0.5,benign,malignant
9,0,7,108,1,0,benign,benign
9,0,7,430,1,0,benign,benign
9,0,7,273,0.4,0.6,malignant,malignant
9,0,7,545,1,0,benign,benign
9,0,7,119,1,0,benign,benign
9,0,7,681,0,1,malignant,malignant
9,0,7,10,1,0,benign,benign
9,0,7,667,1,0,benign,benign
9,1,0,254,0,1,malignant,malignant
9,1,0,258,1,0,benign,benign
9,1,0,79,1,0,benign,benign
9,1,0,238,0,1,malignant,malignant
9,1,0,501,1,0,benign,benign
9,1,0,432,1,0,benign,benign
9,1,0,285,0,1,malignant,malignant
9,1,0,352,0,1,malignant,benign
9,1,0,547,1,0,benign,benign
9,1,0,603,0.1,0.9,malignant,malignant
9,1,0,212,1,0,benign,benign
9,1,0,250,1,0,benign,benign
9,1,0,231,0,1,malignant,malignant
9,1,0,130,1,0,benign,benign
9,1,0,686,1,0,benign,benign
9,1,0,414,0,1,malignant,malignant
9,1,0,454,1,0,benign,benign
9,1,0,628,1,0,benign,benign
9,1,0,582,0,1,malignant,malignant
9,1,0,408,0.9,0.1,benign,benign
9,1,0,300,0,1,malignant,malignant
9,1,0,274,1,0,benign,benign
9,1,0,573,1,0,benign,benign
9,1,0,201,0,1,malignant,malignant
9,1,0,617,0.97875,0.02125,benign,benign
9,1,0,486,1,0,benign,benign
9,1,0,293,0,1,malignant,malignant
9,1,0,2,1,0,benign,benign
9,1,0,444,0.8,0.2,benign,benign
9,1,0,222,0.92125,0.07875,benign,malignant
9,1,0,589,1,0,benign,benign
9,1,0,147,1,0,benign,benign
9,1,0,612,0,1,malignant,malignant
9,1,0,257,1,0,benign,benign
9,1,0,562,1,0,benign,benign
9,1,0,173,0,1,malignant,malignant
9,1,0,538,1,0,benign,benign
9,1,0,220,1,0,benign,benign
9,1,0,626,0,1,malignant,malignant
9,1,0,672,1,0,benign,benign
9,1,0,182,1,0,benign,benign
9,1,0,515,0.1,0.9,malignant,malignant
9,1,0,203,1,0,benign,benign
9,1,0,134,1,0,benign,benign
9,1,0,132,0,1,malignant,malignant
9,1,0,621,0.8,0.2,benign,benign
9,1,0,500,1,0,benign,benign
9,1,0,174,0,1,malignant,malignant
9,1,0,407,1,0,benign,benign
9,1,0,360,0,1,malignant,malignant
9,1,0,115,0.92125,0.07875,benign,benign
9,1,0,382,1,0,benign,benign
9,1,0,605,0,1,malignant,malignant
9,1,0,496,1,0,benign,benign
9,1,0,307,1,0,benign,benign
9,1,0,41,0.3,0.7,malignant,malignant
9,1,0,550,1,0,benign,benign
9,1,0,539,1,0,benign,benign
9,1,0,100,0,1,malignant,malignant
9,1,0,614,1,0,benign,benign
9,1,0,403,0.92125,0.07875,benign,benign
9,1,0,206,0,1,malignant,malignant
9,1,0,75,1,0,benign,benign
9,1,0,343,1,0,benign,benign
9,1,0,436,0,1,malignant,malignant
9,1,0,502,1,0,benign,benign
9,1,0,245,1,0,benign,benign
9,1,0,590,0,1,malignant,malignant
9,1,0,342,1,0,benign,benign
9,1,0,651,1,0,benign,benign
9,1,1,254,0,1,malignant,malignant
9,1,1,258,1,0,benign,benign
9,1,1,79,1,0,benign,benign
9,1,1,238,0,1,malignant,malignant
9,1,1,501,1,0,benign,benign
9,1,1,432,1,0,benign,benign
9,1,1,285,0,1,malignant,malignant
9,1,1,352,0.1,0.9,malignant,benign
9,1,1,547,1,0,benign,benign
9,1,1,603,0,1,malignant,malignant
9,1,1,212,1,0,benign,benign
9,1,1,250,1,0,benign,benign
9,1,1,231,0,1,malignant,malignant
9,1,1,130,1,0,benign,benign
9,1,1,686,1,0,benign,benign
9,1,1,414,0,1,malignant,malignant
9,1,1,454,1,0,benign,benign
9,1,1,628,1,0,benign,benign
9,1,1,582,0,1,malignant,malignant
9,1,1,408,1,0,benign,benign
9,1,1,300,0,1,malignant,malignant
9,1,1,274,1,0,benign,benign
9,1,1,573,1,0,benign,benign
9,1,1,201,0,1,malignant,malignant
9,1,1,617,0.9686,0.0314,benign,benign
9,1,1,486,1,0,benign,benign
9,1,1,293,0.1,0.9,malignant,malignant
9,1,1,2,1,0,benign,benign
9,1,1,444,0.7,0.3,benign,benign
9,1,1,222,0.9,0.1,benign,malignant
9,1,1,589,1,0,benign,benign
9,1,1,147,1,0,benign,benign
9,1,1,612,0,1,malignant,malignant
9,1,1,257,1,0,benign,benign
9,1,1,562,1,0,benign,benign
9,1,1,173,0,1,malignant,malignant
9,1,1,538,1,0,benign,benign
9,1,1,220,1,0,benign,benign
9,1,1,626,0,1,malignant,malignant
9,1,1,672,1,0,benign,benign
9,1,1,182,1,0,benign,benign
9,1,1,515,0,1,malignant,malignant
9,1,1,203,1,0,benign,benign
9,1,1,134,1,0,benign,benign
9,1,1,132,0,1,malignant,malignant
9,1,1,621,0.8,0.2,benign,benign
9,1,1,500,1,0,benign,benign
9,1,1,174,0,1,malignant,malignant
9,1,1,407,1,0,benign,benign
9,1,1,360,0,1,malignant,malignant
9,1,1,115,0.9,0.1,benign,benign
9,1,1,382,1,0,benign,benign
9,1,1,605,0,1,malignant,malignant
9,1,1,496,1,0,benign,benign
9,1,1,307,1,0,benign,benign
9,1,1,41,0.1,0.9,malignant,malignant
9,1,1,550,1,0,benign,benign
9,1,1,539,1,0,benign,benign
9,1,1,100,0.1,0.9,malignant,malignant
9,1,1,614,1,0,benign,benign
9,1,1,403,1,0,benign,benign
9,1,1,206,0,1,malignant,malignant
9,1,1,75,1,0,benign,benign
9,1,1,343,1,0,benign,benign
9,1,1,436,0.3,0.7,malignant,malignant
9,1,1,502,1,0,benign,benign
9,1,1,245,1,0,benign,benign
9,1,1,590,0,1,malignant,malignant
9,1,1,342,1,0,benign,benign
9,1,1,651,1,0,benign,benign
9,1,2,254,0,1,malignant,malignant
9,1,2,258,1,0,benign,benign
9,1,2,79,0.8,0.2,benign,benign
9,1,2,238,0,1,malignant,malignant
9,1,2,501,1,0,benign,benign
9,1,2,432,1,0,benign,benign
9,1,2,285,0,1,malignant,malignant
9,1,2,352,0,1,malignant,benign
9,1,2,547,1,0,benign,benign
9,1,2,603,0.279487,0.720513,malignant,malignant
9,1,2,212,1,0,benign,benign
9,1,2,250,1,0,benign,benign
9,1,2,231,0,1,malignant,malignant
9,1,2,130,1,0,benign,benign
9,1,2,686,1,0,benign,benign
9,1,2,414,0,1,malignant,malignant
9,1,2,454,0.8,0.2,benign,benign
9,1,2,628,1,0,benign,benign
9,1,2,582,0,1,malignant,malignant
9,1,2,408,0.9,0.1,benign,benign
9,1,2,300,0,1,malignant,malignant
9,1,2,274,1,0,benign,benign
9,1,2,573,1,0,benign,benign
9,1,2,201,0,1,malignant,malignant
9,1,2,617,1,0,benign,benign
9,1,2,486,1,0,benign,benign
9,1,2,293,0,1,malignant,malignant
9,1,2,2,1,0,benign,benign
9,1,2,444,0.8,0.2,benign,benign
9,1,2,222,1,0,benign,malignant
9,1,2,589,1,0,benign,benign
9,1,2,147,0.7,0.3,benign,benign
9,1,2,612,0,1,malignant,malignant
9,1,2,257,1,0,benign,benign
9,1,2,562,1,0,benign,benign
9,1,2,173,0,1,malignant,malignant
9,1,2,538,1,0,benign,benign
9,1,2,220,1,0,benign,benign
9,1,2,626,0,1,malignant,malignant
9,1,2,672,1,0,benign,benign
9,1,2,182,0.9,0.1,benign,benign
9,1,2,515,0,1,malignant,malignant
9,1,2,203,1,0,benign,benign
9,1,2,134,0.8,0.2,benign,benign
9,1,2,132,0,1,malignant,malignant
9,1,2,621,0.3,0.7,malignant,benign
9,1,2,500,0.9,0.1,benign,benign
9,1,2,174,0,1,malignant,malignant
9,1,2,407,1,0,benign,benign
9,1,2,360,0,1,malignant,malignant
9,1,2,115,1,0,benign,benign
9,1,2,382,1,0,benign,benign
9,1,2,605,0,1,malignant,malignant
9,1,2,496,1,0,benign,benign
9,1,2,307,1,0,benign,benign
9,1,2,41,0,1,malignant,malignant
9,1,2,550,1,0,benign,benign
9,1,2,539,0.9,0.1,benign,benign
9,1,2,100,0,1,malignant,malignant
9,1,2,614,1,0,benign,benign
9,1,2,403,1,0,benign,benign
9,1,2,206,0,1,malignant,malignant
9,1,2,75,0.8,0.2,benign,benign
9,1,2,343,1,0,benign,benign
9,1,2,436,0,1,malignant,malignant
9,1,2,502,1,0,benign,benign
9,1,2,245,1,0,benign,benign
9,1,2,590,0.179487,0.820513,malignant,malignant
9,1,2,342,1,0,benign,benign
9,1,2,651,1,0,benign,benign
9,1,3,254,0,1,malignant,malignant
9,1,3,258,1,0,benign,benign
9,1,3,79,0.9,0.1,benign,benign
9,1,3,238,0,1,malignant,malignant
9,1,3,501,1,0,benign,benign
9,1,3,432,1,0,benign,benign
9,1,3,285,0,1,malignant,malignant
9,1,3,352,0.1,0.9,malignant,benign
9,1,3,547,1,0,benign,benign
9,1,3,603,0.3,0.7,malignant,malignant
9,1,3,212,1,0,benign,benign
9,1,3,250,1,0,benign,benign
9,1,3,231,0,1,malignant,malignant
9,1,3,130,1,0,benign,benign
9,1,3,686,1,0,benign,benign
9,1,3,414,0,1,malignant,malignant
9,1,3,454,0.8,0.2,benign,benign
9,1,3,628,1,0,benign,benign
9,1,3,582,0,1,malignant,malignant
9,1,3,408,0.7,0.3,benign,benign
9,1,3,300,0,1,malignant,malignant
9,1,3,274,1,0,benign,benign
9,1,3,573,1,0,benign,benign
9,1,3,201,0,1,malignant,malignant
9,1,3,617,1,0,benign,benign
9,1,3,486,1,0,benign,benign
9,1,3,293,0.1,0.9,malignant,malignant
9,1,3,2,1,0,benign,benign
9,1,3,444,0.9,0.1,benign,benign
9,1,3,222,0.9,0.1,benign,malignant
9,1,3,589,1,0,benign,benign
9,1,3,147,0.9,0.1,benign,benign
9,1,3,612,0,1,malignant,malignant
9,1,3,257,1,0,benign,benign
9,1,3,562,1,0,benign,benign
9,1,3,173,0,1,malignant,malignant
9,1,3,538,1,0,benign,benign
9,1,3,220,1,0,benign,benign
9,1,3,626,0,1,malignant,malignant
9,1,3,672,1,0,benign,benign
9,1,3,182,1,0,benign,benign
9,1,3,515,0,1,malignant,malignant
9,1,3,203,1,0,benign,benign
9,1,3,134,0.9,0.1,benign,benign
9,1,3,132,0,1,malignant,malignant
9,1,3,621,0.5,0.5,benign,benign
9,1,3,500,1,0,benign,benign
9,1,3,174,0,1,malignant,malignant
9,1,3,407,1,0,benign,benign
9,1,3,360,0,1,malignant,malignant
9,1,3,115,1,0,benign,benign
9,1,3,382,1,0,benign,benign
9,1,3,605,0,1,malignant,malignant
9,1,3,496,1,0,benign,benign
9,1,3,307,1,0,benign,benign
9,1,3,41,0,1,malignant,malignant
9,1,3,550,1,0,benign,benign
9,1,3,539,1,0,benign,benign
9,1,3,100,0,1,malignant,malignant
9,1,3,614,1,0,benign,benign
9,1,3,403,1,0,benign,benign
9,1,3,206,0,1,malignant,malignant
9,1,3,75,1,0,benign,benign
9,1,3,343,1,0,benign,benign
9,1,3,436,0,1,malignant,malignant
9,1,3,502,1,0,benign,benign
9,1,3,245,1,0,benign,benign
9,1,3,590,0,1,malignant,malignant
9,1,3,342,1,0,benign,benign
9,1,3,651,1,0,benign,benign
9,1,4,254,0,1,malignant,malignant
9,1,4,258,1,0,benign,benign
9,1,4,79,1,0,benign,benign
9,1,4,238,0,1,malignant,malignant
9,1,4,501,1,0,benign,benign
9,1,4,432,1,0,benign,benign
9,1,4,285,0,1,malignant,malignant
9,1,4,352,0.3,0.7,malignant,benign
9,1,4,547,1,0,benign,benign
9,1,4,603,0.2,0.8,malignant,malignant
9,1,4,212,1,0,benign,benign
9,1,4,250,1,0,benign,benign
9,1,4,231,0,1,malignant,malignant
9,1,4,130,1,0,benign,benign
9,1,4,686,1,0,benign,benign
9,1,4,414,0,1,malignant,malignant
9,1,4,454,1,0,benign,benign
9,1,4,628,1,0,benign,benign
9,1,4,582,0,1,malignant,malignant
9,1,4,408,0.7,0.3,benign,benign
9,1,4,300,0.1,0.9,malignant,malignant
9,1,4,274,1,0,benign,benign
9,1,4,573,1,0,benign,benign
9,1,4,201,0,1,malignant,malignant
9,1,4,617,0.995982,0.004018,benign,benign
9,1,4,486,1,0,benign,benign
9,1,4,293,0,1,malignant,malignant
9,1,4,2,1,0,benign,benign
9,1,4,444,0.8,0.2,benign,benign
9,1,4,222,0.9,0.1,benign,malignant
9,1,4,589,1,0,benign,benign
9,1,4,147,0.9,0.1,benign,benign
9,1,4,612,0,1,malignant,malignant
9,1,4,257,1,0,benign,benign
9,1,4,562,1,0,benign,benign
9,1,4,173,0,1,malignant,malignant
9,1,4,538,1,0,benign,benign
9,1,4,220,1,0,benign,benign
9,1,4,626,0,1,malignant,malignant
9,1,4,672,1,0,benign,benign
9,1,4,182,1,0,benign,benign
9,1,4,515,0.1,0.9,malignant,malignant
9,1,4,203,1,0,benign,benign
9,1,4,134,1,0,benign,benign
9,1,4,132,0,1,malignant,malignant
9,1,4,621,0.2,0.8,malignant,benign
9,1,4,500,1,0,benign,benign
9,1,4,174,0,1,malignant,malignant
9,1,4,407,1,0,benign,benign
9,1,4,360,0,1,malignant,malignant
9,1,4,115,0.919139,0.080861,benign,benign
9,1,4,382,1,0,benign,benign
9,1,4,605,0,1,malignant,malignant
9,1,4,496,1,0,benign,benign
9,1,4,307,1,0,benign,benign
9,1,4,41,0,1,malignant,malignant
9,1,4,550,1,0,benign,benign
9,1,4,539,1,0,benign,benign
9,1,4,100,0,1,malignant,malignant
9,1,4,614,1,0,benign,benign
9,1,4,403,0.919139,0.080861,benign,benign
9,1,4,206,0,1,malignant,malignant
9,1,4,75,0.9,0.1,benign,benign
9,1,4,343,1,0,benign,benign
9,1,4,436,0.2,0.8,malignant,malignant
9,1,4,502,1,0,benign,benign
9,1,4,245,1,0,benign,benign
9,1,4,590,0.1,0.9,malignant,malignant
9,1,4,342,1,0,benign,benign
9,1,4,651,1,0,benign,benign
9,1,5,254,0.1,0.9,malignant,malignant
9,1,5,258,1,0,benign,benign
9,1,5,79,1,0,benign,benign
9,1,5,238,0,1,malignant,malignant
9,1,5,501,1,0,benign,benign
9,1,5,432,1,0,benign,benign
9,1,5,285,0,1,malignant,malignant
9,1,5,352,0.1,0.9,malignant,benign
9,1,5,547,1,0,benign,benign
9,1,5,603,0.1,0.9,malignant,malignant
9,1,5,212,1,0,benign,benign
9,1,5,250,1,0,benign,benign
9,1,5,231,0.2,0.8,malignant,malignant
9,1,5,130,1,0,benign,benign
9,1,5,686,1,0,benign,benign
9,1,5,414,0,1,malignant,malignant
9,1,5,454,1,0,benign,benign
9,1,5,628,1,0,benign,benign
9,1,5,582,0,1,malignant,malignant
9,1,5,408,0.9,0.1,benign,benign
9,1,5,300,0,1,malignant,malignant
9,1,5,274,1,0,benign,benign
9,1,5,573,1,0,benign,benign
9,1,5,201,0,1,malignant,malignant
9,1,5,617,0.998266,0.001734,benign,benign
9,1,5,486,1,0,benign,benign
9,1,5,293,0,1,malignant,malignant
9,1,5,2,1,0,benign,benign
9,1,5,444,1,0,benign,benign
9,1,5,222,1,0,benign,malignant
9,1,5,589,1,0,benign,benign
9,1,5,147,1,0,benign,benign
9,1,5,612,0,1,malignant,malignant
9,1,5,257,1,0,benign,benign
9,1,5,562,1,0,benign,benign
9,1,5,173,0,1,malignant,malignant
9,1,5,538,1,0,benign,benign
9,1,5,220,1,0,benign,benign
9,1,5,626,0.1,0.9,malignant,malignant
9,1,5,672,1,0,benign,benign
9,1,5,182,1,0,benign,benign
9,1,5,515,0,1,malignant,malignant
9,1,5,203,1,0,benign,benign
9,1,5,134,1,0,benign,benign
9,1,5,132,0,1,malignant,malignant
9,1,5,621,0.4,0.6,malignant,benign
9,1,5,500,1,0,benign,benign
9,1,5,174,0,1,malignant,malignant
9,1,5,407,1,0,benign,benign
9,1,5,360,0,1,malignant,malignant
9,1,5,115,1,0,benign,benign
9,1,5,382,1,0,benign,benign
9,1,5,605,0,1,malignant,malignant
9,1,5,496,1,0,benign,benign
9,1,5,307,1,0,benign,benign
9,1,5,41,0.1,0.9,malignant,malignant
9,1,5,550,1,0,benign,benign
9,1,5,539,1,0,benign,benign
9,1,5,100,0,1,malignant,malignant
9,1,5,614,1,0,benign,benign
9,1,5,403,1,0,benign,benign
9,1,5,206,0,1,malignant,malignant
9,1,5,75,1,0,benign,benign
9,1,5,343,1,0,benign,benign
9,1,5,436,0.1,0.9,malignant,malignant
9,1,5,502,1,0,benign,benign
9,1,5,245,1,0,benign,benign
9,1,5,590,0.1,0.9,malignant,malignant
9,1,5,342,1,0,benign,benign
9,1,5,651,1,0,benign,benign
9,1,6,254,0,1,malignant,malignant
9,1,6,258,1,0,benign,benign
9,1,6,79,1,0,benign,benign
9,1,6,238,0,1,malignant,malignant
9,1,6,501,1,0,benign,benign
9,1,6,432,1,0,benign,benign
9,1,6,285,0,1,malignant,malignant
9,1,6,352,0.2,0.8,malignant,benign
9,1,6,547,1,0,benign,benign
9,1,6,603,0.3,0.7,malignant,malignant
9,1,6,212,1,0,benign,benign
9,1,6,250,1,0,benign,benign
9,1,6,231,0.1,0.9,malignant,malignant
9,1,6,130,1,0,benign,benign
9,1,6,686,1,0,benign,benign
9,1,6,414,0,1,malignant,malignant
9,1,6,454,1,0,benign,benign
9,1,6,628,1,0,benign,benign
9,1,6,582,0,1,malignant,malignant
9,1,6,408,1,0,benign,benign
9,1,6,300,0,1,malignant,malignant
9,1,6,274,1,0,benign,benign
9,1,6,573,1,0,benign,benign
9,1,6,201,0,1,malignant,malignant
9,1,6,617,1,0,benign,benign
9,1,6,486,1,0,benign,benign
9,1,6,293,0,1,malignant,malignant
9,1,6,2,1,0,benign,benign
9,1,6,444,1,0,benign,benign
9,1,6,222,1,0,benign,malignant
9,1,6,589,1,0,benign,benign
9,1,6,147,1,0,benign,benign
9,1,6,612,0,1,malignant,malignant
9,1,6,257,1,0,benign,benign
9,1,6,562,1,0,benign,benign
9,1,6,173,0,1,malignant,malignant
9,1,6,538,1,0,benign,benign
9,1,6,220,1,0,benign,benign
9,1,6,626,0.2,0.8,malignant,malignant
9,1,6,672,1,0,benign,benign
9,1,6,182,1,0,benign,benign
9,1,6,515,0,1,malignant,malignant
9,1,6,203,1,0,benign,benign
9,1,6,134,1,0,benign,benign
9,1,6,132,0.1,0.9,malignant,malignant
9,1,6,621,0.6,0.4,benign,benign
9,1,6,500,1,0,benign,benign
9,1,6,174,0,1,malignant,malignant
9,1,6,407,1,0,benign,benign
9,1,6,360,0,1,malignant,malignant
9,1,6,115,1,0,benign,benign
9,1,6,382,1,0,benign,benign
9,1,6,605,0,1,malignant,malignant
9,1,6,496,1,0,benign,benign
9,1,6,307,1,0,benign,benign
9,1,6,41,0.1,0.9,malignant,malignant
9,1,6,550,1,0,benign,benign
9,1,6,539,1,0,benign,benign
9,1,6,100,0,1,malignant,malignant
9,1,6,614,1,0,benign,benign
9,1,6,403,1,0,benign,benign
9,1,6,206,0.1,0.9,malignant,malignant
9,1,6,75,1,0,benign,benign
9,1,6,343,1,0,benign,benign
9,1,6,436,0.3,0.7,malignant,malignant
9,1,6,502,1,0,benign,benign
9,1,6,245,1,0,benign,benign
9,1,6,590,0.3,0.7,malignant,malignant
9,1,6,342,1,0,benign,benign
9,1,6,651,1,0,benign,benign
9,1,7,254,0.1,0.9,malignant,malignant
9,1,7,258,1,0,benign,benign
9,1,7,79,1,0,benign,benign
9,1,7,238,0.1,0.9,malignant,malignant
9,1,7,501,1,0,benign,benign
9,1,7,432,1,0,benign,benign
9,1,7,285,0,1,malignant,malignant
9,1,7,352,0.5,0.5,benign,benign
9,1,7,547,1,0,benign,benign
9,1,7,603,0.114865,0.885135,malignant,malignant
9,1,7,212,1,0,benign,benign
9,1,7,250,1,0,benign,benign
9,1,7,231,0,1,malignant,malignant
9,1,7,130,1,0,benign,benign
9,1,7,686,1,0,benign,benign
9,1,7,414,0,1,malignant,malignant
9,1,7,454,1,0,benign,benign
9,1,7,628,1,0,benign,benign
9,1,7,582,0,1,malignant,malignant
9,1,7,408,1,0,benign,benign
9,1,7,300,0.2,0.8,malignant,malignant
9,1,7,274,1,0,benign,benign
9,1,7,573,1,0,benign,benign
9,1,7,201,0,1,malignant,malignant
9,1,7,617,1,0,benign,benign
9,1,7,486,1,0,benign,benign
9,1,7,293,0.3,0.7,malignant,malignant
9,1,7,2,1,0,benign,benign
9,1,7,444,0.9,0.1,benign,benign
9,1,7,222,1,0,benign,malignant
9,1,7,589,1,0,benign,benign
9,1,7,147,1,0,benign,benign
9,1,7,612,0,1,malignant,malignant
9,1,7,257,1,0,benign,benign
9,1,7,562,1,0,benign,benign
9,1,7,173,0,1,malignant,malignant
9,1,7,538,1,0,benign,benign
9,1,7,220,1,0,benign,benign
9,1,7,626,0.1,0.9,malignant,malignant
9,1,7,672,1,0,benign,benign
9,1,7,182,1,0,benign,benign
9,1,7,515,0.1,0.9,malignant,malignant
9,1,7,203,1,0,benign,benign
9,1,7,134,1,0,benign,benign
9,1,7,132,0.2,0.8,malignant,malignant
9,1,7,621,0.4,0.6,malignant,benign
9,1,7,500,1,0,benign,benign
9,1,7,174,0,1,malignant,malignant
9,1,7,407,1,0,benign,benign
9,1,7,360,0,1,malignant,malignant
9,1,7,115,1,0,benign,benign
9,1,7,382,1,0,benign,benign
9,1,7,605,0,1,malignant,malignant
9,1,7,496,1,0,benign,benign
9,1,7,307,1,0,benign,benign
9,1,7,41,0,1,malignant,malignant
9,1,7,550,1,0,benign,benign
9,1,7,539,1,0,benign,benign
9,1,7,100,0.2,0.8,malignant,malignant
9,1,7,614,1,0,benign,benign
9,1,7,403,1,0,benign,benign
9,1,7,206,0.1,0.9,malignant,malignant
9,1,7,75,1,0,benign,benign
9,1,7,343,1,0,benign,benign
9,1,7,436,0.3,0.7,malignant,malignant
9,1,7,502,1,0,benign,benign
9,1,7,245,1,0,benign,benign
9,1,7,590,0.114865,0.885135,malignant,malignant
9,1,7,342,1,0,benign,benign
9,1,7,651,1,0,benign,benign
9,2,0,449,0,1,malignant,malignant
9,2,0,135,0.7,0.3,benign,benign
9,2,0,560,1,0,benign,benign
9,2,0,211,0,1,malignant,malignant
9,2,0,275,0.97875,0.02125,benign,benign
9,2,0,526,1,0,benign,benign
9,2,0,416,0,1,malignant,malignant
9,2,0,411,0.97875,0.02125,benign,benign
9,2,0,608,0,1,malignant,malignant
9,2,0,533,1,0,benign,benign
9,2,0,525,1,0,benign,benign
9,2,0,103,0.7,0.3,benign,malignant
9,2,0,97,1,0,benign,benign
9,2,0,232,0.1,0.9,malignant,benign
9,2,0,320,0.3,0.7,malignant,malignant
9,2,0,557,1,0,benign,benign
9,2,0,162,1,0,benign,benign
9,2,0,21,0,1,malignant,malignant
9,2,0,505,1,0,benign,benign
9,2,0,536,1,0,benign,benign
9,2,0,112,0.2,0.8,malignant,malignant
9,2,0,240,0.8,0.2,benign,benign
9,2,0,597,1,0,benign,benign
9,2,0,391,0,1,malignant,malignant
9,2,0,471,1,0,benign,benign
9,2,0,420,0.9,0.1,benign,benign
9,2,0,333,0,1,malignant,malignant
9,2,0,335,1,0,benign,benign
9,2,0,643,1,0,benign,benign
9,2,0,465,0,1,malignant,malignant
9,2,0,138,1,0,benign,benign
9,2,0,33,1,0,benign,benign
9,2,0,179,0.6,0.4,benign,malignant
9,2,0,577,1,0,benign,benign
9,2,0,599,0.8,0.2,benign,benign
9,2,0,246,0,1,malignant,malignant
9,2,0,650,0.92125,0.07875,benign,benign
9,2,0,177,0,1,malignant,malignant
9,2,0,148,0.4,0.6,malignant,benign
9,2,0,527,1,0,benign,benign
9,2,0,565,0,1,malignant,malignant
9,2,0,281,1,0,benign,benign
9,2,0,350,1,0,benign,benign
9,2,0,151,0.1,0.9,malignant,malignant
9,2,0,598,1,0,benign,benign
9,2,0,325,0.8,0.2,benign,benign
9,2,0,316,0,1,malignant,malignant
9,2,0,619,1,0,benign,benign
9,2,0,217,1,0,benign,benign
9,2,0,466,0,1,malignant,malignant
9,2,0,424,1,0,benign,benign
9,2,0,156,1,0,benign,benign
9,2,0,213,0,1,malignant,malignant
9,2,0,452,1,0,benign,benign
9,2,0,47,1,0,benign,benign
9,2,0,65,0.4,0.6,malignant,malignant
9,2,0,442,0.92125,0.07875,benign,benign
9,2,0,616,1,0,benign,benign
9,2,0,514,0.1,0.9,malignant,malignant
9,2,0,345,1,0,benign,benign
9,2,0,446,1,0,benign,benign
9,2,0,122,0,1,malignant,malignant
9,2,0,313,1,0,benign,benign
9,2,0,664,1,0,benign,benign
9,2,0,610,0.3,0.7,malignant,malignant
9,2,0,153,0.92125,0.07875,benign,benign
9,2,0,591,0,1,malignant,malignant
9,2,0,689,1,0,benign,benign
9,2,0,639,1,0,benign,benign
9,2,0,670,0,1,malignant,malignant
9,2,1,449,0,1,malignant,malignant
9,2,1,135,1,0,benign,benign
9,2,1,560,1,0,benign,benign
9,2,1,211,0,1,malignant,malignant
9,2,1,275,0.971975,0.028025,benign,benign
9,2,1,526,1,0,benign,benign
9,2,1,416,0,1,malignant,malignant
9,2,1,411,0.975424,0.024576,benign,benign
9,2,1,608,0.2,0.8,malignant,malignant
9,2,1,533,1,0,benign,benign
9,2,1,525,1,0,benign,benign
9,2,1,103,0.6,0.4,benign,malignant
9,2,1,97,1,0,benign,benign
9,2,1,232,0.3,0.7,malignant,benign
9,2,1,320,0.3,0.7,malignant,malignant
9,2,1,557,1,0,benign,benign
9,2,1,162,1,0,benign,benign
9,2,1,21,0,1,malignant,malignant
9,2,1,505,0.8,0.2,benign,benign
9,2,1,536,1,0,benign,benign
9,2,1,112,0.2,0.8,malignant,malignant
9,2,1,240,1,0,benign,benign
9,2,1,597,1,0,benign,benign
9,2,1,391,0,1,malignant,malignant
9,2,1,471,1,0,benign,benign
9,2,1,420,1,0,benign,benign
9,2,1,333,0,1,malignant,malignant
9,2,1,335,1,0,benign,benign
9,2,1,643,1,0,benign,benign
9,2,1,465,0,1,malignant,malignant
9,2,1,138,1,0,benign,benign
9,2,1,33,1,0,benign,benign
9,2,1,179,0.6,0.4,benign,malignant
9,2,1,577,1,0,benign,benign
9,2,1,599,0.8,0.2,benign,benign
9,2,1,246,0,1,malignant,malignant
9,2,1,650,0.824576,0.175424,benign,benign
9,2,1,177,0.1,0.9,malignant,malignant
9,2,1,148,0.6,0.4,benign,benign
9,2,1,527,1,0,benign,benign
9,2,1,565,0,1,malignant,malignant
9,2,1,281,1,0,benign,benign
9,2,1,350,1,0,benign,benign
9,2,1,151,0.2,0.8,malignant,malignant
9,2,1,598,1,0,benign,benign
9,2,1,325,1,0,benign,benign
9,2,1,316,0.1,0.9,malignant,malignant
9,2,1,619,1,0,benign,benign
9,2,1,217,1,0,benign,benign
9,2,1,466,0,1,malignant,malignant
9,2,1,424,1,0,benign,benign
9,2,1,156,1,0,benign,benign
9,2,1,213,0,1,malignant,malignant
9,2,1,452,1,0,benign,benign
9,2,1,47,1,0,benign,benign
9,2,1,65,0.7,0.3,benign,malignant
9,2,1,442,1,0,benign,benign
9,2,1,616,1,0,benign,benign
9,2,1,514,0,1,malignant,malignant
9,2,1,345,1,0,benign,benign
9,2,1,446,1,0,benign,benign
9,2,1,122,0,1,malignant,malignant
9,2,1,313,1,0,benign,benign
9,2,1,664,1,0,benign,benign
9,2,1,610,0.1,0.9,malignant,malignant
9,2,1,153,1,0,benign,benign
9,2,1,591,0.1,0.9,malignant,malignant
9,2,1,689,1,0,benign,benign
9,2,1,639,1,0,benign,benign
9,2,1,670,0,1,malignant,malignant
9,2,2,449,0,1,malignant,malignant
9,2,2,135,1,0,benign,benign
9,2,2,560,1,0,benign,benign
9,2,2,211,0,1,malignant,malignant
9,2,2,275,0.931912,0.068088,benign,benign
9,2,2,526,1,0,benign,benign
9,2,2,416,0,1,malignant,malignant
9,2,2,411,0.964998,0.035002,benign,benign
9,2,2,608,0,1,malignant,malignant
9,2,2,533,1,0,benign,benign
9,2,2,525,1,0,benign,benign
9,2,2,103,0.4,0.6,malignant,malignant
9,2,2,97,1,0,benign,benign
9,2,2,232,0.2,0.8,malignant,benign
9,2,2,320,0.1,0.9,malignant,malignant
9,2,2,557,1,0,benign,benign
9,2,2,162,1,0,benign,benign
9,2,2,21,0,1,malignant,malignant
9,2,2,505,1,0,benign,benign
9,2,2,536,1,0,benign,benign
9,2,2,112,0,1,malignant,malignant
9,2,2,240,1,0,benign,benign
9,2,2,597,1,0,benign,benign
9,2,2,391,0,1,malignant,malignant
9,2,2,471,1,0,benign,benign
9,2,2,420,0.7,0.3,benign,benign
9,2,2,333,0,1,malignant,malignant
9,2,2,335,1,0,benign,benign
9,2,2,643,1,0,benign,benign
9,2,2,465,0,1,malignant,malignant
9,2,2,138,1,0,benign,benign
9,2,2,33,1,0,benign,benign
9,2,2,179,0.2,0.8,malignant,malignant
9,2,2,577,1,0,benign,benign
9,2,2,599,0.8,0.2,benign,benign
9,2,2,246,0,1,malignant,malignant
9,2,2,650,0.803529,0.196471,benign,benign
9,2,2,177,0.1,0.9,malignant,malignant
9,2,2,148,0.8,0.2,benign,benign
9,2,2,527,1,0,benign,benign
9,2,2,565,0,1,malignant,malignant
9,2,2,281,1,0,benign,benign
9,2,2,350,1,0,benign,benign
9,2,2,151,0.2,0.8,malignant,malignant
9,2,2,598,1,0,benign,benign
9,2,2,325,1,0,benign,benign
9,2,2,316,0,1,malignant,malignant
9,2,2,619,1,0,benign,benign
9,2,2,217,1,0,benign,benign
9,2,2,466,0,1,malignant,malignant
9,2,2,424,1,0,benign,benign
9,2,2,156,1,0,benign,benign
9,2,2,213,0,1,malignant,malignant
9,2,2,452,1,0,benign,benign
9,2,2,47,1,0,benign,benign
9,2,2,65,0.3,0.7,malignant,malignant
9,2,2,442,1,0,benign,benign
9,2,2,616,1,0,benign,benign
9,2,2,514,0,1,malignant,malignant
9,2,2,345,1,0,benign,benign
9,2,2,446,1,0,benign,benign
9,2,2,122,0,1,malignant,malignant
9,2,2,313,1,0,benign,benign
9,2,2,664,1,0,benign,benign
9,2,2,610,0,1,malignant,malignant
9,2,2,153,1,0,benign,benign
9,2,2,591,0.1,0.9,malignant,malignant
9,2,2,689,1,0,benign,benign
9,2,2,639,1,0,benign,benign
9,2,2,670,0.2,0.8,malignant,malignant
9,2,3,449,0,1,malignant,malignant
9,2,3,135,0.7,0.3,benign,benign
9,2,3,560,1,0,benign,benign
9,2,3,211,0,1,malignant,malignant
9,2,3,275,0.998182,0.001818,benign,benign
9,2,3,526,1,0,benign,benign
9,2,3,416,0,1,malignant,malignant
9,2,3,411,0.998387,0.001613,benign,benign
9,2,3,608,0,1,malignant,malignant
9,2,3,533,1,0,benign,benign
9,2,3,525,1,0,benign,benign
9,2,3,103,0.8,0.2,benign,malignant
9,2,3,97,1,0,benign,benign
9,2,3,232,0.2,0.8,malignant,benign
9,2,3,320,0.1,0.9,malignant,malignant
9,2,3,557,1,0,benign,benign
9,2,3,162,1,0,benign,benign
9,2,3,21,0,1,malignant,malignant
9,2,3,505,1,0,benign,benign
9,2,3,536,1,0,benign,benign
9,2,3,112,0.1,0.9,malignant,malignant
9,2,3,240,0.7,0.3,benign,benign
9,2,3,597,1,0,benign,benign
9,2,3,391,0,1,malignant,malignant
9,2,3,471,1,0,benign,benign
9,2,3,420,0.9,0.1,benign,benign
9,2,3,333,0,1,malignant,malignant
9,2,3,335,1,0,benign,benign
9,2,3,643,1,0,benign,benign
9,2,3,465,0,1,malignant,malignant
9,2,3,138,1,0,benign,benign
9,2,3,33,1,0,benign,benign
9,2,3,179,0.501818,0.498182,benign,malignant
9,2,3,577,1,0,benign,benign
9,2,3,599,0.8,0.2,benign,benign
9,2,3,246,0,1,malignant,malignant
9,2,3,650,0.801818,0.198182,benign,benign
9,2,3,177,0,1,malignant,malignant
9,2,3,148,0.5,0.5,benign,benign
9,2,3,527,1,0,benign,benign
9,2,3,565,0,1,malignant,malignant
9,2,3,281,1,0,benign,benign
9,2,3,350,1,0,benign,benign
9,2,3,151,0,1,malignant,malignant
9,2,3,598,1,0,benign,benign
9,2,3,325,0.9,0.1,benign,benign
9,2,3,316,0,1,malignant,malignant
9,2,3,619,1,0,benign,benign
9,2,3,217,1,0,benign,benign
9,2,3,466,0,1,malignant,malignant
9,2,3,424,1,0,benign,benign
9,2,3,156,1,0,benign,benign
9,2,3,213,0,1,malignant,malignant
9,2,3,452,1,0,benign,benign
9,2,3,47,1,0,benign,benign
9,2,3,65,0.3,0.7,malignant,malignant
9,2,3,442,1,0,benign,benign
9,2,3,616,1,0,benign,benign
9,2,3,514,0,1,malignant,malignant
9,2,3,345,1,0,benign,benign
9,2,3,446,1,0,benign,benign
9,2,3,122,0,1,malignant,malignant
9,2,3,313,1,0,benign,benign
9,2,3,664,1,0,benign,benign
9,2,3,610,0.2,0.8,malignant,malignant
9,2,3,153,1,0,benign,benign
9,2,3,591,0.1,0.9,malignant,malignant
9,2,3,689,1,0,benign,benign
9,2,3,639,1,0,benign,benign
9,2,3,670,0.1,0.9,malignant,malignant
9,2,4,449,0,1,malignant,malignant
9,2,4,135,0.9,0.1,benign,benign
9,2,4,560,1,0,benign,benign
9,2,4,211,0,1,malignant,malignant
9,2,4,275,0.783125,0.216875,benign,benign
9,2,4,526,1,0,benign,benign
9,2,4,416,0,1,malignant,malignant
9,2,4,411,0.981024,0.018976,benign,benign
9,2,4,608,0,1,malignant,malignant
9,2,4,533,1,0,benign,benign
9,2,4,525,1,0,benign,benign
9,2,4,103,0.5,0.5,benign,malignant
9,2,4,97,1,0,benign,benign
9,2,4,232,0.1,0.9,malignant,benign
9,2,4,320,0,1,malignant,malignant
9,2,4,557,1,0,benign,benign
9,2,4,162,1,0,benign,benign
9,2,4,21,0,1,malignant,malignant
9,2,4,505,1,0,benign,benign
9,2,4,536,1,0,benign,benign
9,2,4,112,0,1,malignant,malignant
9,2,4,240,0.6,0.4,benign,benign
9,2,4,597,1,0,benign,benign
9,2,4,391,0,1,malignant,malignant
9,2,4,471,1,0,benign,benign
9,2,4,420,1,0,benign,benign
9,2,4,333,0,1,malignant,malignant
9,2,4,335,1,0,benign,benign
9,2,4,643,1,0,benign,benign
9,2,4,465,0,1,malignant,malignant
9,2,4,138,1,0,benign,benign
9,2,4,33,1,0,benign,benign
9,2,4,179,0,1,malignant,malignant
9,2,4,577,1,0,benign,benign
9,2,4,599,0.9,0.1,benign,benign
9,2,4,246,0,1,malignant,malignant
9,2,4,650,0.7,0.3,benign,benign
9,2,4,177,0,1,malignant,malignant
9,2,4,148,0.9,0.1,benign,benign
9,2,4,527,1,0,benign,benign
9,2,4,565,0,1,malignant,malignant
9,2,4,281,1,0,benign,benign
9,2,4,350,1,0,benign,benign
9,2,4,151,0,1,malignant,malignant
9,2,4,598,1,0,benign,benign
9,2,4,325,0.9,0.1,benign,benign
9,2,4,316,0,1,malignant,malignant
9,2,4,619,1,0,benign,benign
9,2,4,217,1,0,benign,benign
9,2,4,466,0,1,malignant,malignant
9,2,4,424,1,0,benign,benign
9,2,4,156,1,0,benign,benign
9,2,4,213,0,1,malignant,malignant
9,2,4,452,1,0,benign,benign
9,2,4,47,1,0,benign,benign
9,2,4,65,0.6,0.4,benign,malignant
9,2,4,442,1,0,benign,benign
9,2,4,616,1,0,benign,benign
9,2,4,514,0,1,malignant,malignant
9,2,4,345,1,0,benign,benign
9,2,4,446,1,0,benign,benign
9,2,4,122,0,1,malignant,malignant
9,2,4,313,1,0,benign,benign
9,2,4,664,1,0,benign,benign
9,2,4,610,0,1,malignant,malignant
9,2,4,153,1,0,benign,benign
9,2,4,591,0,1,malignant,malignant
9,2,4,689,0.9,0.1,benign,benign
9,2,4,639,1,0,benign,benign
9,2,4,670,0,1,malignant,malignant
9,2,5,449,0,1,malignant,malignant
9,2,5,135,0.9,0.1,benign,benign
9,2,5,560,1,0,benign,benign
9,2,5,211,0,1,malignant,malignant
9,2,5,275,0.909599,0.090401,benign,benign
9,2,5,526,1,0,benign,benign
9,2,5,416,0,1,malignant,malignant
9,2,5,411,1,0,benign,benign
9,2,5,608,0,1,malignant,malignant
9,2,5,533,1,0,benign,benign
9,2,5,525,1,0,benign,benign
9,2,5,103,0.1,0.9,malignant,malignant
9,2,5,97,1,0,benign,benign
9,2,5,232,0.1,0.9,malignant,benign
9,2,5,320,0,1,malignant,malignant
9,2,5,557,1,0,benign,benign
9,2,5,162,1,0,benign,benign
9,2,5,21,0,1,malignant,malignant
9,2,5,505,1,0,benign,benign
9,2,5,536,1,0,benign,benign
9,2,5,112,0,1,malignant,malignant
9,2,5,240,0.8,0.2,benign,benign
9,2,5,597,0.9,0.1,benign,benign
9,2,5,391,0,1,malignant,malignant
9,2,5,471,1,0,benign,benign
9,2,5,420,0.95,0.05,benign,benign
9,2,5,333,0.2,0.8,malignant,malignant
9,2,5,335,1,0,benign,benign
9,2,5,643,1,0,benign,benign
9,2,5,465,0,1,malignant,malignant
9,2,5,138,1,0,benign,benign
9,2,5,33,1,0,benign,benign
9,2,5,179,0.2,0.8,malignant,malignant
9,2,5,577,1,0,benign,benign
9,2,5,599,1,0,benign,benign
9,2,5,246,0,1,malignant,malignant
9,2,5,650,1,0,benign,benign
9,2,5,177,0.1,0.9,malignant,malignant
9,2,5,148,1,0,benign,benign
9,2,5,527,1,0,benign,benign
9,2,5,565,0,1,malignant,malignant
9,2,5,281,1,0,benign,benign
9,2,5,350,1,0,benign,benign
9,2,5,151,0,1,malignant,malignant
9,2,5,598,1,0,benign,benign
9,2,5,325,1,0,benign,benign
9,2,5,316,0.1,0.9,malignant,malignant
9,2,5,619,1,0,benign,benign
9,2,5,217,1,0,benign,benign
9,2,5,466,0,1,malignant,malignant
9,2,5,424,1,0,benign,benign
9,2,5,156,1,0,benign,benign
9,2,5,213,0,1,malignant,malignant
9,2,5,452,1,0,benign,benign
9,2,5,47,1,0,benign,benign
9,2,5,65,0.5,0.5,malignant,malignant
9,2,5,442,0.75,0.25,benign,benign
9,2,5,616,1,0,benign,benign
9,2,5,514,0,1,malignant,malignant
9,2,5,345,1,0,benign,benign
9,2,5,446,1,0,benign,benign
9,2,5,122,0,1,malignant,malignant
9,2,5,313,1,0,benign,benign
9,2,5,664,1,0,benign,benign
9,2,5,610,0,1,malignant,malignant
9,2,5,153,1,0,benign,benign
9,2,5,591,0,1,malignant,malignant
9,2,5,689,0.9,0.1,benign,benign
9,2,5,639,1,0,benign,benign
9,2,5,670,0,1,malignant,malignant
9,2,6,449,0,1,malignant,malignant
9,2,6,135,1,0,benign,benign
9,2,6,560,1,0,benign,benign
9,2,6,211,0,1,malignant,malignant
9,2,6,275,0.93493,0.06507,benign,benign
9,2,6,526,1,0,benign,benign
9,2,6,416,0,1,malignant,malignant
9,2,6,411,0.997006,0.002994,benign,benign
9,2,6,608,0,1,malignant,malignant
9,2,6,533,1,0,benign,benign
9,2,6,525,1,0,benign,benign
9,2,6,103,0.1,0.9,malignant,malignant
9,2,6,97,1,0,benign,benign
9,2,6,232,0.1,0.9,malignant,benign
9,2,6,320,0,1,malignant,malignant
9,2,6,557,1,0,benign,benign
9,2,6,162,1,0,benign,benign
9,2,6,21,0,1,malignant,malignant
9,2,6,505,1,0,benign,benign
9,2,6,536,1,0,benign,benign
9,2,6,112,0.2,0.8,malignant,malignant
9,2,6,240,0.7,0.3,benign,benign
9,2,6,597,1,0,benign,benign
9,2,6,391,0,1,malignant,malignant
9,2,6,471,1,0,benign,benign
9,2,6,420,1,0,benign,benign
9,2,6,333,0.1,0.9,malignant,malignant
9,2,6,335,1,0,benign,benign
9,2,6,643,1,0,benign,benign
9,2,6,465,0,1,malignant,malignant
9,2,6,138,1,0,benign,benign
9,2,6,33,1,0,benign,benign
9,2,6,179,0.6,0.4,benign,malignant
9,2,6,577,1,0,benign,benign
9,2,6,599,1,0,benign,benign
9,2,6,246,0,1,malignant,malignant
9,2,6,650,1,0,benign,benign
9,2,6,177,0,1,malignant,malignant
9,2,6,148,0.7,0.3,benign,benign
9,2,6,527,1,0,benign,benign
9,2,6,565,0,1,malignant,malignant
9,2,6,281,1,0,benign,benign
9,2,6,350,1,0,benign,benign
9,2,6,151,0,1,malignant,malignant
9,2,6,598,1,0,benign,benign
9,2,6,325,1,0,benign,benign
9,2,6,316,0.3,0.7,malignant,malignant
9,2,6,619,1,0,benign,benign
9,2,6,217,1,0,benign,benign
9,2,6,466,0,1,malignant,malignant
9,2,6,424,1,0,benign,benign
9,2,6,156,1,0,benign,benign
9,2,6,213,0,1,malignant,malignant
9,2,6,452,1,0,benign,benign
9,2,6,47,1,0,benign,benign
9,2,6,65,0.7,0.3,benign,malignant
9,2,6,442,1,0,benign,benign
9,2,6,616,1,0,benign,benign
9,2,6,514,0,1,malignant,malignant
9,2,6,345,1,0,benign,benign
9,2,6,446,1,0,benign,benign
9,2,6,122,0,1,malignant,malignant
9,2,6,313,1,0,benign,benign
9,2,6,664,1,0,benign,benign
9,2,6,610,0,1,malignant,malignant
9,2,6,153,1,0,benign,benign
9,2,6,591,0,1,malignant,malignant
9,2,6,689,1,0,benign,benign
9,2,6,639,1,0,benign,benign
9,2,6,670,0,1,malignant,malignant
9,2,7,449,0,1,malignant,malignant
9,2,7,135,0.9,0.1,benign,benign
9,2,7,560,1,0,benign,benign
9,2,7,211,0,1,malignant,malignant
9,2,7,275,1,0,benign,benign
9,2,7,526,1,0,benign,benign
9,2,7,416,0,1,malignant,malignant
9,2,7,411,0.998465,0.001535,benign,benign
9,2,7,608,0,1,malignant,malignant
9,2,7,533,1,0,benign,benign
9,2,7,525,1,0,benign,benign
9,2,7,103,0.6,0.4,benign,malignant
9,2,7,97,1,0,benign,benign
9,2,7,232,0.3,0.7,malignant,benign
9,2,7,320,0,1,malignant,malignant
9,2,7,557,1,0,benign,benign
9,2,7,162,1,0,benign,benign
9,2,7,21,0.1,0.9,malignant,malignant
9,2,7,505,1,0,benign,benign
9,2,7,536,1,0,benign,benign
9,2,7,112,0,1,malignant,malignant
9,2,7,240,1,0,benign,benign
9,2,7,597,1,0,benign,benign
9,2,7,391,0,1,malignant,malignant
9,2,7,471,1,0,benign,benign
9,2,7,420,0.9,0.1,benign,benign
9,2,7,333,0.3,0.7,malignant,malignant
9,2,7,335,1,0,benign,benign
9,2,7,643,1,0,benign,benign
9,2,7,465,0,1,malignant,malignant
9,2,7,138,1,0,benign,benign
9,2,7,33,1,0,benign,benign
9,2,7,179,0.6,0.4,benign,malignant
9,2,7,577,1,0,benign,benign
9,2,7,599,1,0,benign,benign
9,2,7,246,0,1,malignant,malignant
9,2,7,650,1,0,benign,benign
9,2,7,177,0.2,0.8,malignant,malignant
9,2,7,148,0.7,0.3,benign,benign
9,2,7,527,1,0,benign,benign
9,2,7,565,0,1,malignant,malignant
9,2,7,281,1,0,benign,benign
9,2,7,350,1,0,benign,benign
9,2,7,151,0,1,malignant,malignant
9,2,7,598,1,0,benign,benign
9,2,7,325,1,0,benign,benign
9,2,7,316,0.2,0.8,malignant,malignant
9,2,7,619,1,0,benign,benign
9,2,7,217,1,0,benign,benign
9,2,7,466,0,1,malignant,malignant
9,2,7,424,1,0,benign,benign
9,2,7,156,1,0,benign,benign
9,2,7,213,0,1,malignant,malignant
9,2,7,452,1,0,benign,benign
9,2,7,47,1,0,benign,benign
9,2,7,65,0.5,0.5,benign,malignant
9,2,7,442,1,0,benign,benign
9,2,7,616,1,0,benign,benign
9,2,7,514,0,1,malignant,malignant
9,2,7,345,1,0,benign,benign
9,2,7,446,1,0,benign,benign
9,2,7,122,0,1,malignant,malignant
9,2,7,313,1,0,benign,benign
9,2,7,664,1,0,benign,benign
9,2,7,610,0,1,malignant,malignant
9,2,7,153,1,0,benign,benign
9,2,7,591,0,1,malignant,malignant
9,2,7,689,1,0,benign,benign
9,2,7,639,1,0,benign,benign
9,2,7,670,0,1,malignant,malignant
9,3,0,11,1,0,benign,benign
9,3,0,474,1,0,benign,benign
9,3,0,186,0.1,0.9,malignant,malignant
9,3,0,13,0.92125,0.07875,benign,benign
9,3,0,180,1,0,benign,benign
9,3,0,71,0.2,0.8,malignant,malignant
9,3,0,618,1,0,benign,benign
9,3,0,585,1,0,benign,benign
9,3,0,49,0,1,malignant,malignant
9,3,0,150,1,0,benign,benign
9,3,0,540,1,0,benign,benign
9,3,0,85,0,1,malignant,malignant
9,3,0,380,1,0,benign,benign
9,3,0,347,0.8,0.2,benign,benign
9,3,0,427,0,1,malignant,malignant
9,3,0,26,1,0,benign,benign
9,3,0,655,1,0,benign,benign
9,3,0,594,0,1,malignant,malignant
9,3,0,141,1,0,benign,benign
9,3,0,558,1,0,benign,benign
9,3,0,124,0,1,malignant,malignant
9,3,0,225,1,0,benign,benign
9,3,0,168,1,0,benign,benign
9,3,0,648,0,1,malignant,malignant
9,3,0,678,1,0,benign,benign
9,3,0,283,0,1,malignant,malignant
9,3,0,602,1,0,benign,benign
9,3,0,644,1,0,benign,benign
9,3,0,74,0.2,0.8,malignant,malignant
9,3,0,631,1,0,benign,benign
9,3,0,163,0.92125,0.07875,benign,benign
9,3,0,227,0,1,malignant,malignant
9,3,0,319,0,1,malignant,benign
9,3,0,433,1,0,benign,benign
9,3,0,142,0,1,malignant,malignant
9,3,0,537,1,0,benign,benign
9,3,0,652,1,0,benign,benign
9,3,0,356,0.5,0.5,benign,malignant
9,3,0,178,1,0,benign,benign
9,3,0,327,1,0,benign,benign
9,3,0,658,0.1,0.9,malignant,malignant
9,3,0,426,0.4,0.6,malignant,benign
9,3,0,564,1,0,benign,benign
9,3,0,339,0,1,malignant,malignant
9,3,0,35,1,0,benign,benign
9,3,0,396,1,0,benign,benign
9,3,0,200,0,1,malignant,malignant
9,3,0,22,1,0,benign,benign
9,3,0,34,1,0,benign,benign
9,3,0,328,0.3,0.7,malignant,malignant
9,3,0,576,1,0,benign,benign
9,3,0,620,1,0,benign,benign
9,3,0,155,0.1,0.9,malignant,malignant
9,3,0,373,1,0,benign,benign
9,3,0,56,0,1,malignant,malignant
9,3,0,596,1,0,benign,benign
9,3,0,638,1,0,benign,benign
9,3,0,361,0.3,0.7,malignant,malignant
9,3,0,583,1,0,benign,benign
9,3,0,587,1,0,benign,benign
9,3,0,308,0,1,malignant,malignant
9,3,0,395,1,0,benign,benign
9,3,0,477,1,0,benign,benign
9,3,0,215,0,1,malignant,malignant
9,3,0,393,1,0,benign,benign
9,3,0,692,1,0,benign,benign
9,3,0,479,0,1,malignant,malignant
9,3,0,528,1,0,benign,benign
9,3,0,241,1,0,benign,benign
9,3,0,39,0.2,0.8,malignant,malignant
9,3,1,11,1,0,benign,benign
9,3,1,474,1,0,benign,benign
9,3,1,186,0.1,0.9,malignant,malignant
9,3,1,13,1,0,benign,benign
9,3,1,180,1,0,benign,benign
9,3,1,71,0.3,0.7,malignant,malignant
9,3,1,618,1,0,benign,benign
9,3,1,585,1,0,benign,benign
9,3,1,49,0.1,0.9,malignant,malignant
9,3,1,150,1,0,benign,benign
9,3,1,540,1,0,benign,benign
9,3,1,85,0.2,0.8,malignant,malignant
9,3,1,380,1,0,benign,benign
9,3,1,347,1,0,benign,benign
9,3,1,427,0,1,malignant,malignant
9,3,1,26,1,0,benign,benign
9,3,1,655,1,0,benign,benign
9,3,1,594,0.3,0.7,malignant,malignant
9,3,1,141,1,0,benign,benign
9,3,1,558,1,0,benign,benign
9,3,1,124,0,1,malignant,malignant
9,3,1,225,1,0,benign,benign
9,3,1,168,1,0,benign,benign
9,3,1,648,0,1,malignant,malignant
9,3,1,678,1,0,benign,benign
9,3,1,283,0,1,malignant,malignant
9,3,1,602,1,0,benign,benign
9,3,1,644,1,0,benign,benign
9,3,1,74,0,1,malignant,malignant
9,3,1,631,1,0,benign,benign
9,3,1,163,1,0,benign,benign
9,3,1,227,0,1,malignant,malignant
9,3,1,319,0,1,malignant,benign
9,3,1,433,1,0,benign,benign
9,3,1,142,0,1,malignant,malignant
9,3,1,537,1,0,benign,benign
9,3,1,652,1,0,benign,benign
9,3,1,356,0.8,0.2,benign,malignant
9,3,1,178,1,0,benign,benign
9,3,1,327,1,0,benign,benign
9,3,1,658,0,1,malignant,malignant
9,3,1,426,0.5,0.5,benign,benign
9,3,1,564,1,0,benign,benign
9,3,1,339,0,1,malignant,malignant
9,3,1,35,1,0,benign,benign
9,3,1,396,1,0,benign,benign
9,3,1,200,0,1,malignant,malignant
9,3,1,22,1,0,benign,benign
9,3,1,34,1,0,benign,benign
9,3,1,328,0.2,0.8,malignant,malignant
9,3,1,576,1,0,benign,benign
9,3,1,620,1,0,benign,benign
9,3,1,155,0.2,0.8,malignant,malignant
9,3,1,373,1,0,benign,benign
9,3,1,56,0,1,malignant,malignant
9,3,1,596,1,0,benign,benign
9,3,1,638,1,0,benign,benign
9,3,1,361,0.3,0.7,malignant,malignant
9,3,1,583,1,0,benign,benign
9,3,1,587,1,0,benign,benign
9,3,1,308,0,1,malignant,malignant
9,3,1,395,1,0,benign,benign
9,3,1,477,1,0,benign,benign
9,3,1,215,0,1,malignant,malignant
9,3,1,393,1,0,benign,benign
9,3,1,692,1,0,benign,benign
9,3,1,479,0,1,malignant,malignant
9,3,1,528,1,0,benign,benign
9,3,1,241,1,0,benign,benign
9,3,1,39,0.5,0.5,benign,malignant
9,3,2,11,1,0,benign,benign
9,3,2,474,1,0,benign,benign
9,3,2,186,0.1,0.9,malignant,malignant
9,3,2,13,1,0,benign,benign
9,3,2,180,1,0,benign,benign
9,3,2,71,0.5,0.5,benign,malignant
9,3,2,618,1,0,benign,benign
9,3,2,585,1,0,benign,benign
9,3,2,49,0,1,malignant,malignant
9,3,2,150,1,0,benign,benign
9,3,2,540,1,0,benign,benign
9,3,2,85,0,1,malignant,malignant
9,3,2,380,1,0,benign,benign
9,3,2,347,1,0,benign,benign
9,3,2,427,0.1,0.9,malignant,malignant
9,3,2,26,1,0,benign,benign
9,3,2,655,1,0,benign,benign
9,3,2,594,0,1,malignant,malignant
9,3,2,141,1,0,benign,benign
9,3,2,558,1,0,benign,benign
9,3,2,124,0.1,0.9,malignant,malignant
9,3,2,225,1,0,benign,benign
9,3,2,168,1,0,benign,benign
9,3,2,648,0.1,0.9,malignant,malignant
9,3,2,678,1,0,benign,benign
9,3,2,283,0.05,0.95,malignant,malignant
9,3,2,602,1,0,benign,benign
9,3,2,644,1,0,benign,benign
9,3,2,74,0,1,malignant,malignant
9,3,2,631,1,0,benign,benign
9,3,2,163,1,0,benign,benign
9,3,2,227,0,1,malignant,malignant
9,3,2,319,0.1,0.9,malignant,benign
9,3,2,433,1,0,benign,benign
9,3,2,142,0,1,malignant,malignant
9,3,2,537,1,0,benign,benign
9,3,2,652,1,0,benign,benign
9,3,2,356,0.5,0.5,benign,malignant
9,3,2,178,1,0,benign,benign
9,3,2,327,1,0,benign,benign
9,3,2,658,0,1,malignant,malignant
9,3,2,426,0.8,0.2,benign,benign
9,3,2,564,1,0,benign,benign
9,3,2,339,0,1,malignant,malignant
9,3,2,35,1,0,benign,benign
9,3,2,396,1,0,benign,benign
9,3,2,200,0,1,malignant,malignant
9,3,2,22,1,0,benign,benign
9,3,2,34,1,0,benign,benign
9,3,2,328,0,1,malignant,malignant
9,3,2,576,1,0,benign,benign
9,3,2,620,1,0,benign,benign
9,3,2,155,0,1,malignant,malignant
9,3,2,373,1,0,benign,benign
9,3,2,56,0,1,malignant,malignant
9,3,2,596,1,0,benign,benign
9,3,2,638,1,0,benign,benign
9,3,2,361,0.3,0.7,malignant,malignant
9,3,2,583,1,0,benign,benign
9,3,2,587,1,0,benign,benign
9,3,2,308,0,1,malignant,malignant
9,3,2,395,1,0,benign,benign
9,3,2,477,1,0,benign,benign
9,3,2,215,0,1,malignant,malignant
9,3,2,393,1,0,benign,benign
9,3,2,692,1,0,benign,benign
9,3,2,479,0,1,malignant,malignant
9,3,2,528,1,0,benign,benign
9,3,2,241,1,0,benign,benign
9,3,2,39,0.3,0.7,malignant,malignant
9,3,3,11,1,0,benign,benign
9,3,3,474,1,0,benign,benign
9,3,3,186,0,1,malignant,malignant
9,3,3,13,1,0,benign,benign
9,3,3,180,1,0,benign,benign
9,3,3,71,0.4,0.6,malignant,malignant
9,3,3,618,1,0,benign,benign
9,3,3,585,1,0,benign,benign
9,3,3,49,0,1,malignant,malignant
9,3,3,150,1,0,benign,benign
9,3,3,540,1,0,benign,benign
9,3,3,85,0.1,0.9,malignant,malignant
9,3,3,380,1,0,benign,benign
9,3,3,347,1,0,benign,benign
9,3,3,427,0,1,malignant,malignant
9,3,3,26,1,0,benign,benign
9,3,3,655,1,0,benign,benign
9,3,3,594,0.1,0.9,malignant,malignant
9,3,3,141,1,0,benign,benign
9,3,3,558,1,0,benign,benign
9,3,3,124,0,1,malignant,malignant
9,3,3,225,1,0,benign,benign
9,3,3,168,1,0,benign,benign
9,3,3,648,0,1,malignant,malignant
9,3,3,678,1,0,benign,benign
9,3,3,283,0,1,malignant,malignant
9,3,3,602,1,0,benign,benign
9,3,3,644,1,0,benign,benign
9,3,3,74,0,1,malignant,malignant
9,3,3,631,1,0,benign,benign
9,3,3,163,0.9,0.1,benign,benign
9,3,3,227,0,1,malignant,malignant
9,3,3,319,0,1,malignant,benign
9,3,3,433,1,0,benign,benign
9,3,3,142,0,1,malignant,malignant
9,3,3,537,1,0,benign,benign
9,3,3,652,1,0,benign,benign
9,3,3,356,0.4,0.6,malignant,malignant
9,3,3,178,1,0,benign,benign
9,3,3,327,1,0,benign,benign
9,3,3,658,0,1,malignant,malignant
9,3,3,426,0.9,0.1,benign,benign
9,3,3,564,1,0,benign,benign
9,3,3,339,0,1,malignant,malignant
9,3,3,35,1,0,benign,benign
9,3,3,396,1,0,benign,benign
9,3,3,200,0,1,malignant,malignant
9,3,3,22,1,0,benign,benign
9,3,3,34,1,0,benign,benign
9,3,3,328,0,1,malignant,malignant
9,3,3,576,1,0,benign,benign
9,3,3,620,1,0,benign,benign
9,3,3,155,0,1,malignant,malignant
9,3,3,373,1,0,benign,benign
9,3,3,56,0,1,malignant,malignant
9,3,3,596,1,0,benign,benign
9,3,3,638,1,0,benign,benign
9,3,3,361,0.4,0.6,malignant,malignant
9,3,3,583,1,0,benign,benign
9,3,3,587,1,0,benign,benign
9,3,3,308,0,1,malignant,malignant
9,3,3,395,1,0,benign,benign
9,3,3,477,1,0,benign,benign
9,3,3,215,0,1,malignant,malignant
9,3,3,393,1,0,benign,benign
9,3,3,692,1,0,benign,benign
9,3,3,479,0,1,malignant,malignant
9,3,3,528,1,0,benign,benign
9,3,3,241,1,0,benign,benign
9,3,3,39,0.6,0.4,benign,malignant
9,3,4,11,1,0,benign,benign
9,3,4,474,1,0,benign,benign
9,3,4,186,0.1,0.9,malignant,malignant
9,3,4,13,1,0,benign,benign
9,3,4,180,1,0,benign,benign
9,3,4,71,0,1,malignant,malignant
9,3,4,618,1,0,benign,benign
9,3,4,585,1,0,benign,benign
9,3,4,49,0,1,malignant,malignant
9,3,4,150,1,0,benign,benign
9,3,4,540,0.917708,0.082292,benign,benign
9,3,4,85,0,1,malignant,malignant
9,3,4,380,1,0,benign,benign
9,3,4,347,1,0,benign,benign
9,3,4,427,0,1,malignant,malignant
9,3,4,26,1,0,benign,benign
9,3,4,655,1,0,benign,benign
9,3,4,594,0,1,malignant,malignant
9,3,4,141,1,0,benign,benign
9,3,4,558,1,0,benign,benign
9,3,4,124,0,1,malignant,malignant
9,3,4,225,1,0,benign,benign
9,3,4,168,1,0,benign,benign
9,3,4,648,0,1,malignant,malignant
9,3,4,678,1,0,benign,benign
9,3,4,283,0.01875,0.98125,malignant,malignant
9,3,4,602,1,0,benign,benign
9,3,4,644,1,0,benign,benign
9,3,4,74,0,1,malignant,malignant
9,3,4,631,1,0,benign,benign
9,3,4,163,0.8,0.2,benign,benign
9,3,4,227,0.1,0.9,malignant,malignant
9,3,4,319,0,1,malignant,benign
9,3,4,433,1,0,benign,benign
9,3,4,142,0,1,malignant,malignant
9,3,4,537,1,0,benign,benign
9,3,4,652,1,0,benign,benign
9,3,4,356,0.5,0.5,benign,malignant
9,3,4,178,1,0,benign,benign
9,3,4,327,1,0,benign,benign
9,3,4,658,0,1,malignant,malignant
9,3,4,426,0.9,0.1,benign,benign
9,3,4,564,1,0,benign,benign
9,3,4,339,0,1,malignant,malignant
9,3,4,35,1,0,benign,benign
9,3,4,396,1,0,benign,benign
9,3,4,200,0,1,malignant,malignant
9,3,4,22,1,0,benign,benign
9,3,4,34,1,0,benign,benign
9,3,4,328,0,1,malignant,malignant
9,3,4,576,1,0,benign,benign
9,3,4,620,1,0,benign,benign
9,3,4,155,0,1,malignant,malignant
9,3,4,373,1,0,benign,benign
9,3,4,56,0,1,malignant,malignant
9,3,4,596,1,0,benign,benign
9,3,4,638,1,0,benign,benign
9,3,4,361,0.2,0.8,malignant,malignant
9,3,4,583,1,0,benign,benign
9,3,4,587,1,0,benign,benign
9,3,4,308,0,1,malignant,malignant
9,3,4,395,1,0,benign,benign
9,3,4,477,1,0,benign,benign
9,3,4,215,0,1,malignant,malignant
9,3,4,393,1,0,benign,benign
9,3,4,692,1,0,benign,benign
9,3,4,479,0,1,malignant,malignant
9,3,4,528,1,0,benign,benign
9,3,4,241,0.9,0.1,benign,benign
9,3,4,39,0.2,0.8,malignant,malignant
9,3,5,11,1,0,benign,benign
9,3,5,474,1,0,benign,benign
9,3,5,186,0,1,malignant,malignant
9,3,5,13,1,0,benign,benign
9,3,5,180,1,0,benign,benign
9,3,5,71,0.7,0.3,benign,malignant
9,3,5,618,1,0,benign,benign
9,3,5,585,1,0,benign,benign
9,3,5,49,0,1,malignant,malignant
9,3,5,150,1,0,benign,benign
9,3,5,540,1,0,benign,benign
9,3,5,85,0.2,0.8,malignant,malignant
9,3,5,380,1,0,benign,benign
9,3,5,347,1,0,benign,benign
9,3,5,427,0.078571,0.921429,malignant,malignant
9,3,5,26,1,0,benign,benign
9,3,5,655,1,0,benign,benign
9,3,5,594,0.2,0.8,malignant,malignant
9,3,5,141,1,0,benign,benign
9,3,5,558,1,0,benign,benign
9,3,5,124,0,1,malignant,malignant
9,3,5,225,1,0,benign,benign
9,3,5,168,1,0,benign,benign
9,3,5,648,0,1,malignant,malignant
9,3,5,678,1,0,benign,benign
9,3,5,283,0,1,malignant,malignant
9,3,5,602,1,0,benign,benign
9,3,5,644,1,0,benign,benign
9,3,5,74,0,1,malignant,malignant
9,3,5,631,1,0,benign,benign
9,3,5,163,0.9,0.1,benign,benign
9,3,5,227,0,1,malignant,malignant
9,3,5,319,0,1,malignant,benign
9,3,5,433,1,0,benign,benign
9,3,5,142,0,1,malignant,malignant
9,3,5,537,1,0,benign,benign
9,3,5,652,1,0,benign,benign
9,3,5,356,0.3,0.7,malignant,malignant
9,3,5,178,1,0,benign,benign
9,3,5,327,1,0,benign,benign
9,3,5,658,0,1,malignant,malignant
9,3,5,426,0.8,0.2,benign,benign
9,3,5,564,1,0,benign,benign
9,3,5,339,0,1,malignant,malignant
9,3,5,35,1,0,benign,benign
9,3,5,396,1,0,benign,benign
9,3,5,200,0,1,malignant,malignant
9,3,5,22,1,0,benign,benign
9,3,5,34,1,0,benign,benign
9,3,5,328,0,1,malignant,malignant
9,3,5,576,1,0,benign,benign
9,3,5,620,1,0,benign,benign
9,3,5,155,0.1,0.9,malignant,malignant
9,3,5,373,1,0,benign,benign
9,3,5,56,0,1,malignant,malignant
9,3,5,596,1,0,benign,benign
9,3,5,638,1,0,benign,benign
9,3,5,361,0.2,0.8,malignant,malignant
9,3,5,583,1,0,benign,benign
9,3,5,587,1,0,benign,benign
9,3,5,308,0,1,malignant,malignant
9,3,5,395,1,0,benign,benign
9,3,5,477,1,0,benign,benign
9,3,5,215,0,1,malignant,malignant
9,3,5,393,1,0,benign,benign
9,3,5,692,1,0,benign,benign
9,3,5,479,0,1,malignant,malignant
9,3,5,528,1,0,benign,benign
9,3,5,241,0.9,0.1,benign,benign
9,3,5,39,0.2,0.8,malignant,malignant
9,3,6,11,1,0,benign,benign
9,3,6,474,1,0,benign,benign
9,3,6,186,0,1,malignant,malignant
9,3,6,13,1,0,benign,benign
9,3,6,180,1,0,benign,benign
9,3,6,71,0.4,0.6,malignant,malignant
9,3,6,618,1,0,benign,benign
9,3,6,585,1,0,benign,benign
9,3,6,49,0,1,malignant,malignant
9,3,6,150,1,0,benign,benign
9,3,6,540,1,0,benign,benign
9,3,6,85,0.4,0.6,malignant,malignant
9,3,6,380,1,0,benign,benign
9,3,6,347,1,0,benign,benign
9,3,6,427,0,1,malignant,malignant
9,3,6,26,1,0,benign,benign
9,3,6,655,1,0,benign,benign
9,3,6,594,0,1,malignant,malignant
9,3,6,141,1,0,benign,benign
9,3,6,558,1,0,benign,benign
9,3,6,124,0,1,malignant,malignant
9,3,6,225,1,0,benign,benign
9,3,6,168,1,0,benign,benign
9,3,6,648,0,1,malignant,malignant
9,3,6,678,1,0,benign,benign
9,3,6,283,0,1,malignant,malignant
9,3,6,602,1,0,benign,benign
9,3,6,644,1,0,benign,benign
9,3,6,74,0,1,malignant,malignant
9,3,6,631,1,0,benign,benign
9,3,6,163,1,0,benign,benign
9,3,6,227,0,1,malignant,malignant
9,3,6,319,0,1,malignant,benign
9,3,6,433,1,0,benign,benign
9,3,6,142,0,1,malignant,malignant
9,3,6,537,1,0,benign,benign
9,3,6,652,1,0,benign,benign
9,3,6,356,0.7,0.3,benign,malignant
9,3,6,178,1,0,benign,benign
9,3,6,327,1,0,benign,benign
9,3,6,658,0,1,malignant,malignant
9,3,6,426,0.9,0.1,benign,benign
9,3,6,564,1,0,benign,benign
9,3,6,339,0,1,malignant,malignant
9,3,6,35,1,0,benign,benign
9,3,6,396,1,0,benign,benign
9,3,6,200,0,1,malignant,malignant
9,3,6,22,1,0,benign,benign
9,3,6,34,1,0,benign,benign
9,3,6,328,0.1,0.9,malignant,malignant
9,3,6,576,1,0,benign,benign
9,3,6,620,1,0,benign,benign
9,3,6,155,0.2,0.8,malignant,malignant
9,3,6,373,1,0,benign,benign
9,3,6,56,0.1,0.9,malignant,malignant
9,3,6,596,1,0,benign,benign
9,3,6,638,1,0,benign,benign
9,3,6,361,0.3,0.7,malignant,malignant
9,3,6,583,1,0,benign,benign
9,3,6,587,1,0,benign,benign
9,3,6,308,0,1,malignant,malignant
9,3,6,395,1,0,benign,benign
9,3,6,477,1,0,benign,benign
9,3,6,215,0,1,malignant,malignant
9,3,6,393,1,0,benign,benign
9,3,6,692,1,0,benign,benign
9,3,6,479,0,1,malignant,malignant
9,3,6,528,1,0,benign,benign
9,3,6,241,1,0,benign,benign
9,3,6,39,0.3,0.7,malignant,malignant
9,3,7,11,1,0,benign,benign
9,3,7,474,1,0,benign,benign
9,3,7,186,0.1,0.9,malignant,malignant
9,3,7,13,1,0,benign,benign
9,3,7,180,1,0,benign,benign
9,3,7,71,0.3,0.7,malignant,malignant
9,3,7,618,1,0,benign,benign
9,3,7,585,1,0,benign,benign
9,3,7,49,0.1,0.9,malignant,malignant
9,3,7,150,1,0,benign,benign
9,3,7,540,1,0,benign,benign
9,3,7,85,0.228947,0.771053,malignant,malignant
9,3,7,380,1,0,benign,benign
9,3,7,347,1,0,benign,benign
9,3,7,427,0.1,0.9,malignant,malignant
9,3,7,26,1,0,benign,benign
9,3,7,655,1,0,benign,benign
9,3,7,594,0,1,malignant,malignant
9,3,7,141,1,0,benign,benign
9,3,7,558,1,0,benign,benign
9,3,7,124,0.128947,0.871053,malignant,malignant
9,3,7,225,1,0,benign,benign
9,3,7,168,1,0,benign,benign
9,3,7,648,0,1,malignant,malignant
9,3,7,678,1,0,benign,benign
9,3,7,283,0,1,malignant,malignant
9,3,7,602,1,0,benign,benign
9,3,7,644,1,0,benign,benign
9,3,7,74,0,1,malignant,malignant
9,3,7,631,1,0,benign,benign
9,3,7,163,1,0,benign,benign
9,3,7,227,0,1,malignant,malignant
9,3,7,319,0.2,0.8,malignant,benign
9,3,7,433,1,0,benign,benign
9,3,7,142,0,1,malignant,malignant
9,3,7,537,1,0,benign,benign
9,3,7,652,1,0,benign,benign
9,3,7,356,0.7,0.3,benign,malignant
9,3,7,178,1,0,benign,benign
9,3,7,327,1,0,benign,benign
9,3,7,658,0,1,malignant,malignant
9,3,7,426,0.7,0.3,benign,benign
9,3,7,564,1,0,benign,benign
9,3,7,339,0,1,malignant,malignant
9,3,7,35,1,0,benign,benign
9,3,7,396,1,0,benign,benign
9,3,7,200,0,1,malignant,malignant
9,3,7,22,1,0,benign,benign
9,3,7,34,1,0,benign,benign
9,3,7,328,0.1,0.9,malignant,malignant
9,3,7,576,1,0,benign,benign
9,3,7,620,1,0,benign,benign
9,3,7,155,0.3,0.7,malignant,malignant
9,3,7,373,1,0,benign,benign
9,3,7,56,0.1,0.9,malignant,malignant
9,3,7,596,1,0,benign,benign
9,3,7,638,1,0,benign,benign
9,3,7,361,0.1,0.9,malignant,malignant
9,3,7,583,1,0,benign,benign
9,3,7,587,1,0,benign,benign
9,3,7,308,0.1,0.9,malignant,malignant
9,3,7,395,1,0,benign,benign
9,3,7,477,1,0,benign,benign
9,3,7,215,0.2,0.8,malignant,malignant
9,3,7,393,1,0,benign,benign
9,3,7,692,1,0,benign,benign
9,3,7,479,0,1,malignant,malignant
9,3,7,528,1,0,benign,benign
9,3,7,241,1,0,benign,benign
9,3,7,39,0.3,0.7,malignant,malignant
9,4,0,548,1,0,benign,benign
9,4,0,133,1,0,benign,benign
9,4,0,233,0,1,malignant,malignant
9,4,0,561,1,0,benign,benign
9,4,0,195,1,0,benign,benign
9,4,0,111,0.2,0.8,malignant,malignant
9,4,0,662,1,0,benign,benign
9,4,0,659,1,0,benign,benign
9,4,0,425,0,1,malignant,malignant
9,4,0,579,1,0,benign,benign
9,4,0,234,0.6,0.4,benign,benign
9,4,0,32,0,1,malignant,malignant
9,4,0,654,1,0,benign,benign
9,4,0,38,0.1,0.9,malignant,malignant
9,4,0,508,1,0,benign,benign
9,4,0,609,1,0,benign,benign
9,4,0,53,0,1,malignant,malignant
9,4,0,521,1,0,benign,benign
9,4,0,78,0.92125,0.07875,benign,benign
9,4,0,159,0,1,malignant,malignant
9,4,0,9,1,0,benign,benign
9,4,0,311,1,0,benign,benign
9,4,0,123,0.1,0.9,malignant,malignant
9,4,0,208,1,0,benign,benign
9,4,0,600,1,0,benign,benign
9,4,0,349,0.3,0.7,malignant,malignant
9,4,0,437,1,0,benign,benign
9,4,0,372,1,0,benign,benign
9,4,0,15,0.1,0.9,malignant,malignant
9,4,0,460,1,0,benign,benign
9,4,0,542,1,0,benign,benign
9,4,0,261,0,1,malignant,malignant
9,4,0,331,1,0,benign,benign
9,4,0,630,1,0,benign,benign
9,4,0,592,0.3,0.7,malignant,malignant
9,4,0,127,1,0,benign,benign
9,4,0,290,1,0,benign,benign
9,4,0,574,0,1,malignant,malignant
9,4,0,401,1,0,benign,benign
9,4,0,249,0.97875,0.02125,benign,benign
9,4,0,571,0.1,0.9,malignant,malignant
9,4,0,688,1,0,benign,benign
9,4,0,611,0,1,malignant,malignant
9,4,0,90,1,0,benign,benign
9,4,0,520,1,0,benign,benign
9,4,0,400,0,1,malignant,malignant
9,4,0,674,1,0,benign,benign
9,4,0,410,1,0,benign,benign
9,4,0,58,0.8,0.2,benign,malignant
9,4,0,584,0.8,0.2,benign,benign
9,4,0,355,1,0,benign,benign
9,4,0,440,0.3,0.7,malignant,malignant
9,4,0,495,1,0,benign,benign
9,4,0,278,1,0,benign,benign
9,4,0,237,0,1,malignant,malignant
9,4,0,413,1,0,benign,benign
9,4,0,470,1,0,benign,benign
9,4,0,522,0,1,malignant,malignant
9,4,0,429,1,0,benign,benign
9,4,0,385,1,0,benign,benign
9,4,0,488,0.1,0.9,malignant,malignant
9,4,0,398,1,0,benign,benign
9,4,0,634,1,0,benign,benign
9,4,0,52,0,1,malignant,malignant
9,4,0,362,0.8,0.2,benign,benign
9,4,0,199,1,0,benign,benign
9,4,0,482,0,1,malignant,malignant
9,4,0,365,1,0,benign,benign
9,4,0,114,0.8,0.2,benign,benign
9,4,0,344,0,1,malignant,malignant
9,4,1,548,1,0,benign,benign
9,4,1,133,1,0,benign,benign
9,4,1,233,0,1,malignant,malignant
9,4,1,561,1,0,benign,benign
9,4,1,195,1,0,benign,benign
9,4,1,111,0,1,malignant,malignant
9,4,1,662,1,0,benign,benign
9,4,1,659,1,0,benign,benign
9,4,1,425,0,1,malignant,malignant
9,4,1,579,1,0,benign,benign
9,4,1,234,0.7,0.3,benign,benign
9,4,1,32,0,1,malignant,malignant
9,4,1,654,1,0,benign,benign
9,4,1,38,0,1,malignant,malignant
9,4,1,508,1,0,benign,benign
9,4,1,609,1,0,benign,benign
9,4,1,53,0,1,malignant,malignant
9,4,1,521,1,0,benign,benign
9,4,1,78,1,0,benign,benign
9,4,1,159,0,1,malignant,malignant
9,4,1,9,1,0,benign,benign
9,4,1,311,1,0,benign,benign
9,4,1,123,0.3,0.7,malignant,malignant
9,4,1,208,1,0,benign,benign
9,4,1,600,1,0,benign,benign
9,4,1,349,0.2,0.8,malignant,malignant
9,4,1,437,1,0,benign,benign
9,4,1,372,1,0,benign,benign
9,4,1,15,0.1,0.9,malignant,malignant
9,4,1,460,1,0,benign,benign
9,4,1,542,0.8,0.2,benign,benign
9,4,1,261,0,1,malignant,malignant
9,4,1,331,1,0,benign,benign
9,4,1,630,1,0,benign,benign
9,4,1,592,0.1,0.9,malignant,malignant
9,4,1,127,1,0,benign,benign
9,4,1,290,1,0,benign,benign
9,4,1,574,0,1,malignant,malignant
9,4,1,401,1,0,benign,benign
9,4,1,249,0.975424,0.024576,benign,benign
9,4,1,571,0,1,malignant,malignant
9,4,1,688,1,0,benign,benign
9,4,1,611,0,1,malignant,malignant
9,4,1,90,1,0,benign,benign
9,4,1,520,1,0,benign,benign
9,4,1,400,0,1,malignant,malignant
9,4,1,674,1,0,benign,benign
9,4,1,410,1,0,benign,benign
9,4,1,58,0.8,0.2,benign,malignant
9,4,1,584,0.8,0.2,benign,benign
9,4,1,355,1,0,benign,benign
9,4,1,440,0.1,0.9,malignant,malignant
9,4,1,495,1,0,benign,benign
9,4,1,278,1,0,benign,benign
9,4,1,237,0,1,malignant,malignant
9,4,1,413,1,0,benign,benign
9,4,1,470,1,0,benign,benign
9,4,1,522,0,1,malignant,malignant
9,4,1,429,1,0,benign,benign
9,4,1,385,0.8,0.2,benign,benign
9,4,1,488,0.3,0.7,malignant,malignant
9,4,1,398,1,0,benign,benign
9,4,1,634,1,0,benign,benign
9,4,1,52,0,1,malignant,malignant
9,4,1,362,0.9,0.1,benign,benign
9,4,1,199,1,0,benign,benign
9,4,1,482,0,1,malignant,malignant
9,4,1,365,1,0,benign,benign
9,4,1,114,0.8,0.2,benign,benign
9,4,1,344,0,1,malignant,malignant
9,4,2,548,1,0,benign,benign
9,4,2,133,1,0,benign,benign
9,4,2,233,0,1,malignant,malignant
9,4,2,561,1,0,benign,benign
9,4,2,195,1,0,benign,benign
9,4,2,111,0,1,malignant,malignant
9,4,2,662,1,0,benign,benign
9,4,2,659,1,0,benign,benign
9,4,2,425,0,1,malignant,malignant
9,4,2,579,1,0,benign,benign
9,4,2,234,0.9,0.1,benign,benign
9,4,2,32,0,1,malignant,malignant
9,4,2,654,1,0,benign,benign
9,4,2,38,0,1,malignant,malignant
9,4,2,508,1,0,benign,benign
9,4,2,609,1,0,benign,benign
9,4,2,53,0,1,malignant,malignant
9,4,2,521,1,0,benign,benign
9,4,2,78,1,0,benign,benign
9,4,2,159,0,1,malignant,malignant
9,4,2,9,1,0,benign,benign
9,4,2,311,1,0,benign,benign
9,4,2,123,0.2,0.8,malignant,malignant
9,4,2,208,1,0,benign,benign
9,4,2,600,1,0,benign,benign
9,4,2,349,0.1,0.9,malignant,malignant
9,4,2,437,1,0,benign,benign
9,4,2,372,1,0,benign,benign
9,4,2,15,0.2,0.8,malignant,malignant
9,4,2,460,1,0,benign,benign
9,4,2,542,1,0,benign,benign
9,4,2,261,0,1,malignant,malignant
9,4,2,331,1,0,benign,benign
9,4,2,630,1,0,benign,benign
9,4,2,592,0,1,malignant,malignant
9,4,2,127,1,0,benign,benign
9,4,2,290,1,0,benign,benign
9,4,2,574,0.1,0.9,malignant,malignant
9,4,2,401,1,0,benign,benign
9,4,2,249,0.981145,0.018855,benign,benign
9,4,2,571,0,1,malignant,malignant
9,4,2,688,1,0,benign,benign
9,4,2,611,0.1,0.9,malignant,malignant
9,4,2,90,1,0,benign,benign
9,4,2,520,1,0,benign,benign
9,4,2,400,0.2,0.8,malignant,malignant
9,4,2,674,1,0,benign,benign
9,4,2,410,1,0,benign,benign
9,4,2,58,0.4,0.6,malignant,malignant
9,4,2,584,1,0,benign,benign
9,4,2,355,1,0,benign,benign
9,4,2,440,0,1,malignant,malignant
9,4,2,495,1,0,benign,benign
9,4,2,278,1,0,benign,benign
9,4,2,237,0.1,0.9,malignant,malignant
9,4,2,413,1,0,benign,benign
9,4,2,470,1,0,benign,benign
9,4,2,522,0,1,malignant,malignant
9,4,2,429,1,0,benign,benign
9,4,2,385,1,0,benign,benign
9,4,2,488,0.3,0.7,malignant,malignant
9,4,2,398,1,0,benign,benign
9,4,2,634,1,0,benign,benign
9,4,2,52,0.1,0.9,malignant,malignant
9,4,2,362,0.7,0.3,benign,benign
9,4,2,199,1,0,benign,benign
9,4,2,482,0,1,malignant,malignant
9,4,2,365,1,0,benign,benign
9,4,2,114,0.7,0.3,benign,benign
9,4,2,344,0,1,malignant,malignant
9,4,3,548,1,0,benign,benign
9,4,3,133,1,0,benign,benign
9,4,3,233,0,1,malignant,malignant
9,4,3,561,1,0,benign,benign
9,4,3,195,1,0,benign,benign
9,4,3,111,0.2,0.8,malignant,malignant
9,4,3,662,1,0,benign,benign
9,4,3,659,1,0,benign,benign
9,4,3,425,0,1,malignant,malignant
9,4,3,579,1,0,benign,benign
9,4,3,234,0.9,0.1,benign,benign
9,4,3,32,0.1,0.9,malignant,malignant
9,4,3,654,1,0,benign,benign
9,4,3,38,0,1,malignant,malignant
9,4,3,508,1,0,benign,benign
9,4,3,609,1,0,benign,benign
9,4,3,53,0,1,malignant,malignant
9,4,3,521,1,0,benign,benign
9,4,3,78,1,0,benign,benign
9,4,3,159,0,1,malignant,malignant
9,4,3,9,1,0,benign,benign
9,4,3,311,1,0,benign,benign
9,4,3,123,0.2,0.8,malignant,malignant
9,4,3,208,1,0,benign,benign
9,4,3,600,1,0,benign,benign
9,4,3,349,0.2,0.8,malignant,malignant
9,4,3,437,1,0,benign,benign
9,4,3,372,1,0,benign,benign
9,4,3,15,0.3,0.7,malignant,malignant
9,4,3,460,1,0,benign,benign
9,4,3,542,1,0,benign,benign
9,4,3,261,0,1,malignant,malignant
9,4,3,331,1,0,benign,benign
9,4,3,630,1,0,benign,benign
9,4,3,592,0.1,0.9,malignant,malignant
9,4,3,127,1,0,benign,benign
9,4,3,290,1,0,benign,benign
9,4,3,574,0,1,malignant,malignant
9,4,3,401,1,0,benign,benign
9,4,3,249,1,0,benign,benign
9,4,3,571,0,1,malignant,malignant
9,4,3,688,1,0,benign,benign
9,4,3,611,0,1,malignant,malignant
9,4,3,90,1,0,benign,benign
9,4,3,520,1,0,benign,benign
9,4,3,400,0,1,malignant,malignant
9,4,3,674,1,0,benign,benign
9,4,3,410,1,0,benign,benign
9,4,3,58,0.2,0.8,malignant,malignant
9,4,3,584,0.9,0.1,benign,benign
9,4,3,355,1,0,benign,benign
9,4,3,440,0,1,malignant,malignant
9,4,3,495,1,0,benign,benign
9,4,3,278,1,0,benign,benign
9,4,3,237,0,1,malignant,malignant
9,4,3,413,1,0,benign,benign
9,4,3,470,1,0,benign,benign
9,4,3,522,0,1,malignant,malignant
9,4,3,429,1,0,benign,benign
9,4,3,385,0.9,0.1,benign,benign
9,4,3,488,0.3,0.7,malignant,malignant
9,4,3,398,1,0,benign,benign
9,4,3,634,1,0,benign,benign
9,4,3,52,0,1,malignant,malignant
9,4,3,362,0.9,0.1,benign,benign
9,4,3,199,1,0,benign,benign
9,4,3,482,0,1,malignant,malignant
9,4,3,365,1,0,benign,benign
9,4,3,114,0.9,0.1,benign,benign
9,4,3,344,0,1,malignant,malignant
9,4,4,548,0.9,0.1,benign,benign
9,4,4,133,1,0,benign,benign
9,4,4,233,0,1,malignant,malignant
9,4,4,561,1,0,benign,benign
9,4,4,195,1,0,benign,benign
9,4,4,111,0,1,malignant,malignant
9,4,4,662,1,0,benign,benign
9,4,4,659,1,0,benign,benign
9,4,4,425,0,1,malignant,malignant
9,4,4,579,1,0,benign,benign
9,4,4,234,1,0,benign,benign
9,4,4,32,0.1,0.9,malignant,malignant
9,4,4,654,1,0,benign,benign
9,4,4,38,0.1,0.9,malignant,malignant
9,4,4,508,1,0,benign,benign
9,4,4,609,1,0,benign,benign
9,4,4,53,0.1,0.9,malignant,malignant
9,4,4,521,0.9,0.1,benign,benign
9,4,4,78,1,0,benign,benign
9,4,4,159,0,1,malignant,malignant
9,4,4,9,1,0,benign,benign
9,4,4,311,1,0,benign,benign
9,4,4,123,0,1,malignant,malignant
9,4,4,208,1,0,benign,benign
9,4,4,600,1,0,benign,benign
9,4,4,349,0.1,0.9,malignant,malignant
9,4,4,437,1,0,benign,benign
9,4,4,372,1,0,benign,benign
9,4,4,15,0.1,0.9,malignant,malignant
9,4,4,460,1,0,benign,benign
9,4,4,542,1,0,benign,benign
9,4,4,261,0,1,malignant,malignant
9,4,4,331,1,0,benign,benign
9,4,4,630,1,0,benign,benign
9,4,4,592,0.1,0.9,malignant,malignant
9,4,4,127,1,0,benign,benign
9,4,4,290,1,0,benign,benign
9,4,4,574,0,1,malignant,malignant
9,4,4,401,1,0,benign,benign
9,4,4,249,0.983249,0.016751,benign,benign
9,4,4,571,0,1,malignant,malignant
9,4,4,688,1,0,benign,benign
9,4,4,611,0,1,malignant,malignant
9,4,4,90,1,0,benign,benign
9,4,4,520,1,0,benign,benign
9,4,4,400,0,1,malignant,malignant
9,4,4,674,1,0,benign,benign
9,4,4,410,1,0,benign,benign
9,4,4,58,0.2,0.8,malignant,malignant
9,4,4,584,1,0,benign,benign
9,4,4,355,0.9,0.1,benign,benign
9,4,4,440,0,1,malignant,malignant
9,4,4,495,0.9,0.1,benign,benign
9,4,4,278,1,0,benign,benign
9,4,4,237,0.1,0.9,malignant,malignant
9,4,4,413,1,0,benign,benign
9,4,4,470,0.9,0.1,benign,benign
9,4,4,522,0.2,0.8,malignant,malignant
9,4,4,429,1,0,benign,benign
9,4,4,385,0.9,0.1,benign,benign
9,4,4,488,0.8,0.2,benign,malignant
9,4,4,398,1,0,benign,benign
9,4,4,634,1,0,benign,benign
9,4,4,52,0.1,0.9,malignant,malignant
9,4,4,362,0.8,0.2,benign,benign
9,4,4,199,1,0,benign,benign
9,4,4,482,0.1,0.9,malignant,malignant
9,4,4,365,1,0,benign,benign
9,4,4,114,1,0,benign,benign
9,4,4,344,0,1,malignant,malignant
9,4,5,548,1,0,benign,benign
9,4,5,133,1,0,benign,benign
9,4,5,233,0.1,0.9,malignant,malignant
9,4,5,561,1,0,benign,benign
9,4,5,195,1,0,benign,benign
9,4,5,111,0,1,malignant,malignant
9,4,5,662,1,0,benign,benign
9,4,5,659,1,0,benign,benign
9,4,5,425,0,1,malignant,malignant
9,4,5,579,1,0,benign,benign
9,4,5,234,0.9,0.1,benign,benign
9,4,5,32,0,1,malignant,malignant
9,4,5,654,1,0,benign,benign
9,4,5,38,0,1,malignant,malignant
9,4,5,508,1,0,benign,benign
9,4,5,609,1,0,benign,benign
9,4,5,53,0.2,0.8,malignant,malignant
9,4,5,521,1,0,benign,benign
9,4,5,78,1,0,benign,benign
9,4,5,159,0,1,malignant,malignant
9,4,5,9,1,0,benign,benign
9,4,5,311,1,0,benign,benign
9,4,5,123,0.1,0.9,malignant,malignant
9,4,5,208,1,0,benign,benign
9,4,5,600,1,0,benign,benign
9,4,5,349,0,1,malignant,malignant
9,4,5,437,1,0,benign,benign
9,4,5,372,1,0,benign,benign
9,4,5,15,0.7,0.3,benign,malignant
9,4,5,460,1,0,benign,benign
9,4,5,542,1,0,benign,benign
9,4,5,261,0,1,malignant,malignant
9,4,5,331,1,0,benign,benign
9,4,5,630,1,0,benign,benign
9,4,5,592,0.2,0.8,malignant,malignant
9,4,5,127,1,0,benign,benign
9,4,5,290,1,0,benign,benign
9,4,5,574,0.1,0.9,malignant,malignant
9,4,5,401,1,0,benign,benign
9,4,5,249,0.998661,0.001339,benign,benign
9,4,5,571,0,1,malignant,malignant
9,4,5,688,1,0,benign,benign
9,4,5,611,0,1,malignant,malignant
9,4,5,90,1,0,benign,benign
9,4,5,520,1,0,benign,benign
9,4,5,400,0.1,0.9,malignant,malignant
9,4,5,674,1,0,benign,benign
9,4,5,410,1,0,benign,benign
9,4,5,58,0.2,0.8,malignant,malignant
9,4,5,584,1,0,benign,benign
9,4,5,355,1,0,benign,benign
9,4,5,440,0,1,malignant,malignant
9,4,5,495,1,0,benign,benign
9,4,5,278,1,0,benign,benign
9,4,5,237,0,1,malignant,malignant
9,4,5,413,1,0,benign,benign
9,4,5,470,1,0,benign,benign
9,4,5,522,0,1,malignant,malignant
9,4,5,429,1,0,benign,benign
9,4,5,385,0.8,0.2,benign,benign
9,4,5,488,0.2,0.8,malignant,malignant
9,4,5,398,1,0,benign,benign
9,4,5,634,1,0,benign,benign
9,4,5,52,0,1,malignant,malignant
9,4,5,362,1,0,benign,benign
9,4,5,199,1,0,benign,benign
9,4,5,482,0,1,malignant,malignant
9,4,5,365,1,0,benign,benign
9,4,5,114,1,0,benign,benign
9,4,5,344,0,1,malignant,malignant
9,4,6,548,1,0,benign,benign
9,4,6,133,1,0,benign,benign
9,4,6,233,0.1,0.9,malignant,malignant
9,4,6,561,1,0,benign,benign
9,4,6,195,1,0,benign,benign
9,4,6,111,0,1,malignant,malignant
9,4,6,662,1,0,benign,benign
9,4,6,659,1,0,benign,benign
9,4,6,425,0,1,malignant,malignant
9,4,6,579,1,0,benign,benign
9,4,6,234,0.8,0.2,benign,benign
9,4,6,32,0,1,malignant,malignant
9,4,6,654,1,0,benign,benign
9,4,6,38,0.2,0.8,malignant,malignant
9,4,6,508,1,0,benign,benign
9,4,6,609,1,0,benign,benign
9,4,6,53,0,1,malignant,malignant
9,4,6,521,1,0,benign,benign
9,4,6,78,1,0,benign,benign
9,4,6,159,0.1,0.9,malignant,malignant
9,4,6,9,1,0,benign,benign
9,4,6,311,1,0,benign,benign
9,4,6,123,0.2,0.8,malignant,malignant
9,4,6,208,1,0,benign,benign
9,4,6,600,1,0,benign,benign
9,4,6,349,0.4,0.6,malignant,malignant
9,4,6,437,1,0,benign,benign
9,4,6,372,1,0,benign,benign
9,4,6,15,0.4,0.6,malignant,malignant
9,4,6,460,1,0,benign,benign
9,4,6,542,1,0,benign,benign
9,4,6,261,0,1,malignant,malignant
9,4,6,331,1,0,benign,benign
9,4,6,630,1,0,benign,benign
9,4,6,592,0.1,0.9,malignant,malignant
9,4,6,127,1,0,benign,benign
9,4,6,290,1,0,benign,benign
9,4,6,574,0,1,malignant,malignant
9,4,6,401,1,0,benign,benign
9,4,6,249,0.992908,0.007092,benign,benign
9,4,6,571,0,1,malignant,malignant
9,4,6,688,1,0,benign,benign
9,4,6,611,0,1,malignant,malignant
9,4,6,90,1,0,benign,benign
9,4,6,520,1,0,benign,benign
9,4,6,400,0,1,malignant,malignant
9,4,6,674,1,0,benign,benign
9,4,6,410,1,0,benign,benign
9,4,6,58,0.408333,0.591667,malignant,malignant
9,4,6,584,1,0,benign,benign
9,4,6,355,1,0,benign,benign
9,4,6,440,0.1,0.9,malignant,malignant
9,4,6,495,1,0,benign,benign
9,4,6,278,1,0,benign,benign
9,4,6,237,0,1,malignant,malignant
9,4,6,413,1,0,benign,benign
9,4,6,470,1,0,benign,benign
9,4,6,522,0,1,malignant,malignant
9,4,6,429,1,0,benign,benign
9,4,6,385,0.9,0.1,benign,benign
9,4,6,488,0.3,0.7,malignant,malignant
9,4,6,398,1,0,benign,benign
9,4,6,634,1,0,benign,benign
9,4,6,52,0.1,0.9,malignant,malignant
9,4,6,362,1,0,benign,benign
9,4,6,199,1,0,benign,benign
9,4,6,482,0,1,malignant,malignant
9,4,6,365,1,0,benign,benign
9,4,6,114,0.9,0.1,benign,benign
9,4,6,344,0,1,malignant,malignant
9,4,7,548,1,0,benign,benign
9,4,7,133,1,0,benign,benign
9,4,7,233,0,1,malignant,malignant
9,4,7,561,1,0,benign,benign
9,4,7,195,1,0,benign,benign
9,4,7,111,0,1,malignant,malignant
9,4,7,662,1,0,benign,benign
9,4,7,659,1,0,benign,benign
9,4,7,425,0,1,malignant,malignant
9,4,7,579,1,0,benign,benign
9,4,7,234,1,0,benign,benign
9,4,7,32,0,1,malignant,malignant
9,4,7,654,1,0,benign,benign
9,4,7,38,0.1,0.9,malignant,malignant
9,4,7,508,1,0,benign,benign
9,4,7,609,1,0,benign,benign
9,4,7,53,0.1,0.9,malignant,malignant
9,4,7,521,1,0,benign,benign
9,4,7,78,1,0,benign,benign
9,4,7,159,0,1,malignant,malignant
9,4,7,9,1,0,benign,benign
9,4,7,311,1,0,benign,benign
9,4,7,123,0.4,0.6,malignant,malignant
9,4,7,208,1,0,benign,benign
9,4,7,600,1,0,benign,benign
9,4,7,349,0.2,0.8,malignant,malignant
9,4,7,437,1,0,benign,benign
9,4,7,372,1,0,benign,benign
9,4,7,15,0.489474,0.510526,malignant,malignant
9,4,7,460,1,0,benign,benign
9,4,7,542,1,0,benign,benign
9,4,7,261,0,1,malignant,malignant
9,4,7,331,1,0,benign,benign
9,4,7,630,1,0,benign,benign
9,4,7,592,0.1,0.9,malignant,malignant
9,4,7,127,1,0,benign,benign
9,4,7,290,1,0,benign,benign
9,4,7,574,0,1,malignant,malignant
9,4,7,401,1,0,benign,benign
9,4,7,249,1,0,benign,benign
9,4,7,571,0,1,malignant,malignant
9,4,7,688,1,0,benign,benign
9,4,7,611,0,1,malignant,malignant
9,4,7,90,1,0,benign,benign
9,4,7,520,1,0,benign,benign
9,4,7,400,0,1,malignant,malignant
9,4,7,674,1,0,benign,benign
9,4,7,410,1,0,benign,benign
9,4,7,58,0.3,0.7,malignant,malignant
9,4,7,584,0.9,0.1,benign,benign
9,4,7,355,1,0,benign,benign
9,4,7,440,0,1,malignant,malignant
9,4,7,495,1,0,benign,benign
9,4,7,278,1,0,benign,benign
9,4,7,237,0,1,malignant,malignant
9,4,7,413,1,0,benign,benign
9,4,7,470,1,0,benign,benign
9,4,7,522,0.1,0.9,malignant,malignant
9,4,7,429,1,0,benign,benign
9,4,7,385,1,0,benign,benign
9,4,7,488,0.3,0.7,malignant,malignant
9,4,7,398,1,0,benign,benign
9,4,7,634,1,0,benign,benign
9,4,7,52,0,1,malignant,malignant
9,4,7,362,0.9,0.1,benign,benign
9,4,7,199,1,0,benign,benign
9,4,7,482,0,1,malignant,malignant
9,4,7,365,1,0,benign,benign
9,4,7,114,0.9,0.1,benign,benign
9,4,7,344,0.1,0.9,malignant,malignant
9,5,0,379,0.6,0.4,benign,benign
9,5,0,487,0,1,malignant,malignant
9,5,0,81,1,0,benign,benign
9,5,0,497,1,0,benign,benign
9,5,0,166,0,1,malignant,malignant
9,5,0,198,1,0,benign,benign
9,5,0,683,1,0,benign,benign
9,5,0,126,0.1,0.9,malignant,malignant
9,5,0,438,1,0,benign,benign
9,5,0,434,0,1,malignant,benign
9,5,0,456,0,1,malignant,malignant
9,5,0,684,1,0,benign,benign
9,5,0,504,1,0,benign,benign
9,5,0,691,0,1,malignant,malignant
9,5,0,418,1,0,benign,benign
9,5,0,532,1,0,benign,benign
9,5,0,386,0.1,0.9,malignant,malignant
9,5,0,498,1,0,benign,benign
9,5,0,445,1,0,benign,benign
9,5,0,455,0.8,0.2,benign,malignant
9,5,0,509,1,0,benign,benign
9,5,0,566,1,0,benign,benign
9,5,0,279,0,1,malignant,malignant
9,5,0,503,1,0,benign,benign
9,5,0,462,1,0,benign,benign
9,5,0,284,0.1,0.9,malignant,malignant
9,5,0,397,1,0,benign,benign
9,5,0,595,1,0,benign,benign
9,5,0,63,0.1,0.9,malignant,malignant
9,5,0,172,1,0,benign,benign
9,5,0,42,0,1,malignant,malignant
9,5,0,685,1,0,benign,benign
9,5,0,48,1,0,benign,benign
9,5,0,698,0,1,malignant,malignant
9,5,0,110,0.6,0.4,benign,benign
9,5,0,555,0.6,0.4,benign,benign
9,5,0,210,0,1,malignant,malignant
9,5,0,120,1,0,benign,benign
9,5,0,507,0.92125,0.07875,benign,benign
9,5,0,25,0.3,0.7,malignant,malignant
9,5,0,136,1,0,benign,benign
9,5,0,102,1,0,benign,benign
9,5,0,224,0,1,malignant,malignant
9,5,0,422,0.7,0.3,benign,benign
9,5,0,441,0.7,0.3,benign,benign
9,5,0,568,0,1,malignant,malignant
9,5,0,510,1,0,benign,benign
9,5,0,277,1,0,benign,benign
9,5,0,113,0,1,malignant,malignant
9,5,0,0,1,0,benign,benign
9,5,0,371,1,0,benign,benign
9,5,0,302,0,1,malignant,malignant
9,5,0,154,1,0,benign,benign
9,5,0,390,1,0,benign,benign
9,5,0,106,0,1,malignant,malignant
9,5,0,364,1,0,benign,benign
9,5,0,256,1,0,benign,benign
9,5,0,214,0,1,malignant,malignant
9,5,0,310,1,0,benign,benign
9,5,0,260,0,1,malignant,malignant
9,5,0,518,1,0,benign,benign
9,5,0,287,1,0,benign,benign
9,5,0,581,0,1,malignant,malignant
9,5,0,318,0.9,0.1,benign,benign
9,5,0,322,1,0,benign,benign
9,5,0,506,0,1,malignant,malignant
9,5,0,428,1,0,benign,benign
9,5,0,189,1,0,benign,benign
9,5,0,105,0.4,0.6,malignant,malignant
9,5,0,121,1,0,benign,benign
9,5,1,379,0.4,0.6,malignant,benign
9,5,1,487,0,1,malignant,malignant
9,5,1,81,1,0,benign,benign
9,5,1,497,1,0,benign,benign
9,5,1,166,0,1,malignant,malignant
9,5,1,198,1,0,benign,benign
9,5,1,683,1,0,benign,benign
9,5,1,126,0.1,0.9,malignant,malignant
9,5,1,438,1,0,benign,benign
9,5,1,434,0,1,malignant,benign
9,5,1,456,0,1,malignant,malignant
9,5,1,684,1,0,benign,benign
9,5,1,504,1,0,benign,benign
9,5,1,691,0,1,malignant,malignant
9,5,1,418,1,0,benign,benign
9,5,1,532,1,0,benign,benign
9,5,1,386,0.2,0.8,malignant,malignant
9,5,1,498,1,0,benign,benign
9,5,1,445,1,0,benign,benign
9,5,1,455,0.5,0.5,benign,malignant
9,5,1,509,1,0,benign,benign
9,5,1,566,1,0,benign,benign
9,5,1,279,0,1,malignant,malignant
9,5,1,503,1,0,benign,benign
9,5,1,462,1,0,benign,benign
9,5,1,284,0,1,malignant,malignant
9,5,1,397,1,0,benign,benign
9,5,1,595,1,0,benign,benign
9,5,1,63,0.3,0.7,malignant,malignant
9,5,1,172,1,0,benign,benign
9,5,1,42,0.1,0.9,malignant,malignant
9,5,1,685,1,0,benign,benign
9,5,1,48,1,0,benign,benign
9,5,1,698,0,1,malignant,malignant
9,5,1,110,1,0,benign,benign
9,5,1,555,0.7,0.3,benign,benign
9,5,1,210,0,1,malignant,malignant
9,5,1,120,1,0,benign,benign
9,5,1,507,0.924576,0.075424,benign,benign
9,5,1,25,0.3,0.7,malignant,malignant
9,5,1,136,1,0,benign,benign
9,5,1,102,1,0,benign,benign
9,5,1,224,0,1,malignant,malignant
9,5,1,422,0.8,0.2,benign,benign
9,5,1,441,0.7,0.3,benign,benign
9,5,1,568,0,1,malignant,malignant
9,5,1,510,1,0,benign,benign
9,5,1,277,1,0,benign,benign
9,5,1,113,0,1,malignant,malignant
9,5,1,0,1,0,benign,benign
9,5,1,371,1,0,benign,benign
9,5,1,302,0,1,malignant,malignant
9,5,1,154,1,0,benign,benign
9,5,1,390,1,0,benign,benign
9,5,1,106,0,1,malignant,malignant
9,5,1,364,1,0,benign,benign
9,5,1,256,1,0,benign,benign
9,5,1,214,0,1,malignant,malignant
9,5,1,310,1,0,benign,benign
9,5,1,260,0,1,malignant,malignant
9,5,1,518,1,0,benign,benign
9,5,1,287,1,0,benign,benign
9,5,1,581,0,1,malignant,malignant
9,5,1,318,0.9,0.1,benign,benign
9,5,1,322,1,0,benign,benign
9,5,1,506,0,1,malignant,malignant
9,5,1,428,1,0,benign,benign
9,5,1,189,1,0,benign,benign
9,5,1,105,0.5,0.5,benign,malignant
9,5,1,121,1,0,benign,benign
9,5,2,379,0.5,0.5,benign,benign
9,5,2,487,0,1,malignant,malignant
9,5,2,81,1,0,benign,benign
9,5,2,497,1,0,benign,benign
9,5,2,166,0,1,malignant,malignant
9,5,2,198,1,0,benign,benign
9,5,2,683,1,0,benign,benign
9,5,2,126,0.1,0.9,malignant,malignant
9,5,2,438,1,0,benign,benign
9,5,2,434,0,1,malignant,benign
9,5,2,456,0,1,malignant,malignant
9,5,2,684,1,0,benign,benign
9,5,2,504,1,0,benign,benign
9,5,2,691,0,1,malignant,malignant
9,5,2,418,1,0,benign,benign
9,5,2,532,1,0,benign,benign
9,5,2,386,0,1,malignant,malignant
9,5,2,498,1,0,benign,benign
9,5,2,445,1,0,benign,benign
9,5,2,455,0.25,0.75,malignant,malignant
9,5,2,509,1,0,benign,benign
9,5,2,566,1,0,benign,benign
9,5,2,279,0,1,malignant,malignant
9,5,2,503,1,0,benign,benign
9,5,2,462,1,0,benign,benign
9,5,2,284,0,1,malignant,malignant
9,5,2,397,1,0,benign,benign
9,5,2,595,1,0,benign,benign
9,5,2,63,0.4,0.6,malignant,malignant
9,5,2,172,1,0,benign,benign
9,5,2,42,0,1,malignant,malignant
9,5,2,685,1,0,benign,benign
9,5,2,48,1,0,benign,benign
9,5,2,698,0,1,malignant,malignant
9,5,2,110,1,0,benign,benign
9,5,2,555,0.9,0.1,benign,benign
9,5,2,210,0,1,malignant,malignant
9,5,2,120,1,0,benign,benign
9,5,2,507,1,0,benign,benign
9,5,2,25,0,1,malignant,malignant
9,5,2,136,1,0,benign,benign
9,5,2,102,1,0,benign,benign
9,5,2,224,0,1,malignant,malignant
9,5,2,422,1,0,benign,benign
9,5,2,441,0,1,malignant,benign
9,5,2,568,0.1,0.9,malignant,malignant
9,5,2,510,1,0,benign,benign
9,5,2,277,1,0,benign,benign
9,5,2,113,0,1,malignant,malignant
9,5,2,0,1,0,benign,benign
9,5,2,371,1,0,benign,benign
9,5,2,302,0,1,malignant,malignant
9,5,2,154,1,0,benign,benign
9,5,2,390,1,0,benign,benign
9,5,2,106,0,1,malignant,malignant
9,5,2,364,1,0,benign,benign
9,5,2,256,1,0,benign,benign
9,5,2,214,0,1,malignant,malignant
9,5,2,310,1,0,benign,benign
9,5,2,260,0,1,malignant,malignant
9,5,2,518,1,0,benign,benign
9,5,2,287,1,0,benign,benign
9,5,2,581,0,1,malignant,malignant
9,5,2,318,0.9,0.1,benign,benign
9,5,2,322,1,0,benign,benign
9,5,2,506,0,1,malignant,malignant
9,5,2,428,1,0,benign,benign
9,5,2,189,1,0,benign,benign
9,5,2,105,0.1,0.9,malignant,malignant
9,5,2,121,1,0,benign,benign
9,5,3,379,0.9,0.1,benign,benign
9,5,3,487,0,1,malignant,malignant
9,5,3,81,1,0,benign,benign
9,5,3,497,1,0,benign,benign
9,5,3,166,0,1,malignant,malignant
9,5,3,198,1,0,benign,benign
9,5,3,683,1,0,benign,benign
9,5,3,126,0,1,malignant,malignant
9,5,3,438,1,0,benign,benign
9,5,3,434,0,1,malignant,benign
9,5,3,456,0,1,malignant,malignant
9,5,3,684,1,0,benign,benign
9,5,3,504,1,0,benign,benign
9,5,3,691,0,1,malignant,malignant
9,5,3,418,1,0,benign,benign
9,5,3,532,1,0,benign,benign
9,5,3,386,0.2,0.8,malignant,malignant
9,5,3,498,1,0,benign,benign
9,5,3,445,1,0,benign,benign
9,5,3,455,0.2,0.8,malignant,malignant
9,5,3,509,1,0,benign,benign
9,5,3,566,1,0,benign,benign
9,5,3,279,0.2,0.8,malignant,malignant
9,5,3,503,1,0,benign,benign
9,5,3,462,1,0,benign,benign
9,5,3,284,0,1,malignant,malignant
9,5,3,397,1,0,benign,benign
9,5,3,595,1,0,benign,benign
9,5,3,63,0.7,0.3,benign,malignant
9,5,3,172,1,0,benign,benign
9,5,3,42,0.1,0.9,malignant,malignant
9,5,3,685,1,0,benign,benign
9,5,3,48,1,0,benign,benign
9,5,3,698,0,1,malignant,malignant
9,5,3,110,1,0,benign,benign
9,5,3,555,0.9,0.1,benign,benign
9,5,3,210,0,1,malignant,malignant
9,5,3,120,1,0,benign,benign
9,5,3,507,1,0,benign,benign
9,5,3,25,0.1,0.9,malignant,malignant
9,5,3,136,1,0,benign,benign
9,5,3,102,1,0,benign,benign
9,5,3,224,0,1,malignant,malignant
9,5,3,422,1,0,benign,benign
9,5,3,441,0.5,0.5,benign,benign
9,5,3,568,0,1,malignant,malignant
9,5,3,510,1,0,benign,benign
9,5,3,277,1,0,benign,benign
9,5,3,113,0.1,0.9,malignant,malignant
9,5,3,0,1,0,benign,benign
9,5,3,371,1,0,benign,benign
9,5,3,302,0,1,malignant,malignant
9,5,3,154,1,0,benign,benign
9,5,3,390,1,0,benign,benign
9,5,3,106,0,1,malignant,malignant
9,5,3,364,1,0,benign,benign
9,5,3,256,1,0,benign,benign
9,5,3,214,0,1,malignant,malignant
9,5,3,310,1,0,benign,benign
9,5,3,260,0,1,malignant,malignant
9,5,3,518,1,0,benign,benign
9,5,3,287,1,0,benign,benign
9,5,3,581,0,1,malignant,malignant
9,5,3,318,1,0,benign,benign
9,5,3,322,1,0,benign,benign
9,5,3,506,0,1,malignant,malignant
9,5,3,428,1,0,benign,benign
9,5,3,189,1,0,benign,benign
9,5,3,105,0.2,0.8,malignant,malignant
9,5,3,121,1,0,benign,benign
9,5,4,379,0.8,0.2,benign,benign
9,5,4,487,0,1,malignant,malignant
9,5,4,81,1,0,benign,benign
9,5,4,497,1,0,benign,benign
9,5,4,166,0,1,malignant,malignant
9,5,4,198,1,0,benign,benign
9,5,4,683,1,0,benign,benign
9,5,4,126,0,1,malignant,malignant
9,5,4,438,1,0,benign,benign
9,5,4,434,0,1,malignant,benign
9,5,4,456,0,1,malignant,malignant
9,5,4,684,1,0,benign,benign
9,5,4,504,1,0,benign,benign
9,5,4,691,0.1,0.9,malignant,malignant
9,5,4,418,0.9,0.1,benign,benign
9,5,4,532,1,0,benign,benign
9,5,4,386,0,1,malignant,malignant
9,5,4,498,1,0,benign,benign
9,5,4,445,1,0,benign,benign
9,5,4,455,0.417308,0.582692,malignant,malignant
9,5,4,509,1,0,benign,benign
9,5,4,566,1,0,benign,benign
9,5,4,279,0,1,malignant,malignant
9,5,4,503,1,0,benign,benign
9,5,4,462,1,0,benign,benign
9,5,4,284,0,1,malignant,malignant
9,5,4,397,1,0,benign,benign
9,5,4,595,1,0,benign,benign
9,5,4,63,0.6,0.4,benign,malignant
9,5,4,172,1,0,benign,benign
9,5,4,42,0,1,malignant,malignant
9,5,4,685,1,0,benign,benign
9,5,4,48,1,0,benign,benign
9,5,4,698,0.4,0.6,malignant,malignant
9,5,4,110,0.9,0.1,benign,benign
9,5,4,555,1,0,benign,benign
9,5,4,210,0,1,malignant,malignant
9,5,4,120,1,0,benign,benign
9,5,4,507,0.917308,0.082692,benign,benign
9,5,4,25,0.3,0.7,malignant,malignant
9,5,4,136,1,0,benign,benign
9,5,4,102,1,0,benign,benign
9,5,4,224,0,1,malignant,malignant
9,5,4,422,0.8,0.2,benign,benign
9,5,4,441,0.6,0.4,benign,benign
9,5,4,568,0,1,malignant,malignant
9,5,4,510,1,0,benign,benign
9,5,4,277,1,0,benign,benign
9,5,4,113,0,1,malignant,malignant
9,5,4,0,1,0,benign,benign
9,5,4,371,1,0,benign,benign
9,5,4,302,0,1,malignant,malignant
9,5,4,154,1,0,benign,benign
9,5,4,390,1,0,benign,benign
9,5,4,106,0,1,malignant,malignant
9,5,4,364,1,0,benign,benign
9,5,4,256,1,0,benign,benign
9,5,4,214,0,1,malignant,malignant
9,5,4,310,1,0,benign,benign
9,5,4,260,0,1,malignant,malignant
9,5,4,518,1,0,benign,benign
9,5,4,287,1,0,benign,benign
9,5,4,581,0,1,malignant,malignant
9,5,4,318,0.9,0.1,benign,benign
9,5,4,322,1,0,benign,benign
9,5,4,506,0.1,0.9,malignant,malignant
9,5,4,428,1,0,benign,benign
9,5,4,189,1,0,benign,benign
9,5,4,105,0.2,0.8,malignant,malignant
9,5,4,121,1,0,benign,benign
9,5,5,379,0.2,0.8,malignant,benign
9,5,5,487,0,1,malignant,malignant
9,5,5,81,1,0,benign,benign
9,5,5,497,1,0,benign,benign
9,5,5,166,0,1,malignant,malignant
9,5,5,198,1,0,benign,benign
9,5,5,683,1,0,benign,benign
9,5,5,126,0,1,malignant,malignant
9,5,5,438,1,0,benign,benign
9,5,5,434,0,1,malignant,benign
9,5,5,456,0,1,malignant,malignant
9,5,5,684,1,0,benign,benign
9,5,5,504,1,0,benign,benign
9,5,5,691,0,1,malignant,malignant
9,5,5,418,1,0,benign,benign
9,5,5,532,1,0,benign,benign
9,5,5,386,0,1,malignant,malignant
9,5,5,498,1,0,benign,benign
9,5,5,445,1,0,benign,benign
9,5,5,455,0.701887,0.298113,benign,malignant
9,5,5,509,1,0,benign,benign
9,5,5,566,1,0,benign,benign
9,5,5,279,0,1,malignant,malignant
9,5,5,503,1,0,benign,benign
9,5,5,462,1,0,benign,benign
9,5,5,284,0,1,malignant,malignant
9,5,5,397,1,0,benign,benign
9,5,5,595,1,0,benign,benign
9,5,5,63,0.1,0.9,malignant,malignant
9,5,5,172,1,0,benign,benign
9,5,5,42,0,1,malignant,malignant
9,5,5,685,1,0,benign,benign
9,5,5,48,1,0,benign,benign
9,5,5,698,0.1,0.9,malignant,malignant
9,5,5,110,0.9,0.1,benign,benign
9,5,5,555,0.8,0.2,benign,benign
9,5,5,210,0,1,malignant,malignant
9,5,5,120,1,0,benign,benign
9,5,5,507,1,0,benign,benign
9,5,5,25,0.104545,0.895455,malignant,malignant
9,5,5,136,1,0,benign,benign
9,5,5,102,1,0,benign,benign
9,5,5,224,0,1,malignant,malignant
9,5,5,422,0.7,0.3,benign,benign
9,5,5,441,0.8,0.2,benign,benign
9,5,5,568,0.1,0.9,malignant,malignant
9,5,5,510,1,0,benign,benign
9,5,5,277,1,0,benign,benign
9,5,5,113,0,1,malignant,malignant
9,5,5,0,1,0,benign,benign
9,5,5,371,1,0,benign,benign
9,5,5,302,0,1,malignant,malignant
9,5,5,154,1,0,benign,benign
9,5,5,390,1,0,benign,benign
9,5,5,106,0,1,malignant,malignant
9,5,5,364,1,0,benign,benign
9,5,5,256,1,0,benign,benign
9,5,5,214,0,1,malignant,malignant
9,5,5,310,1,0,benign,benign
9,5,5,260,0,1,malignant,malignant
9,5,5,518,1,0,benign,benign
9,5,5,287,1,0,benign,benign
9,5,5,581,0,1,malignant,malignant
9,5,5,318,0.8,0.2,benign,benign
9,5,5,322,1,0,benign,benign
9,5,5,506,0,1,malignant,malignant
9,5,5,428,1,0,benign,benign
9,5,5,189,0.9,0.1,benign,benign
9,5,5,105,0.3,0.7,malignant,malignant
9,5,5,121,1,0,benign,benign
9,5,6,379,0.9,0.1,benign,benign
9,5,6,487,0,1,malignant,malignant
9,5,6,81,1,0,benign,benign
9,5,6,497,1,0,benign,benign
9,5,6,166,0.2,0.8,malignant,malignant
9,5,6,198,1,0,benign,benign
9,5,6,683,1,0,benign,benign
9,5,6,126,0,1,malignant,malignant
9,5,6,438,0.9,0.1,benign,benign
9,5,6,434,0.1,0.9,malignant,benign
9,5,6,456,0,1,malignant,malignant
9,5,6,684,1,0,benign,benign
9,5,6,504,1,0,benign,benign
9,5,6,691,0.1,0.9,malignant,malignant
9,5,6,418,1,0,benign,benign
9,5,6,532,1,0,benign,benign
9,5,6,386,0,1,malignant,malignant
9,5,6,498,1,0,benign,benign
9,5,6,445,1,0,benign,benign
9,5,6,455,0.7,0.3,benign,malignant
9,5,6,509,1,0,benign,benign
9,5,6,566,1,0,benign,benign
9,5,6,279,0,1,malignant,malignant
9,5,6,503,1,0,benign,benign
9,5,6,462,1,0,benign,benign
9,5,6,284,0,1,malignant,malignant
9,5,6,397,1,0,benign,benign
9,5,6,595,1,0,benign,benign
9,5,6,63,0.8,0.2,benign,malignant
9,5,6,172,1,0,benign,benign
9,5,6,42,0,1,malignant,malignant
9,5,6,685,1,0,benign,benign
9,5,6,48,1,0,benign,benign
9,5,6,698,0,1,malignant,malignant
9,5,6,110,0.8,0.2,benign,benign
9,5,6,555,0.7,0.3,benign,benign
9,5,6,210,0,1,malignant,malignant
9,5,6,120,1,0,benign,benign
9,5,6,507,1,0,benign,benign
9,5,6,25,0.2,0.8,malignant,malignant
9,5,6,136,1,0,benign,benign
9,5,6,102,1,0,benign,benign
9,5,6,224,0,1,malignant,malignant
9,5,6,422,0.9,0.1,benign,benign
9,5,6,441,0.9,0.1,benign,benign
9,5,6,568,0.1,0.9,malignant,malignant
9,5,6,510,1,0,benign,benign
9,5,6,277,1,0,benign,benign
9,5,6,113,0,1,malignant,malignant
9,5,6,0,1,0,benign,benign
9,5,6,371,1,0,benign,benign
9,5,6,302,0,1,malignant,malignant
9,5,6,154,1,0,benign,benign
9,5,6,390,1,0,benign,benign
9,5,6,106,0,1,malignant,malignant
9,5,6,364,1,0,benign,benign
9,5,6,256,1,0,benign,benign
9,5,6,214,0,1,malignant,malignant
9,5,6,310,1,0,benign,benign
9,5,6,260,0,1,malignant,malignant
9,5,6,518,1,0,benign,benign
9,5,6,287,1,0,benign,benign
9,5,6,581,0,1,malignant,malignant
9,5,6,318,1,0,benign,benign
9,5,6,322,1,0,benign,benign
9,5,6,506,0,1,malignant,malignant
9,5,6,428,1,0,benign,benign
9,5,6,189,1,0,benign,benign
9,5,6,105,0.4,0.6,malignant,malignant
9,5,6,121,1,0,benign,benign
9,5,7,379,0.9,0.1,benign,benign
9,5,7,487,0,1,malignant,malignant
9,5,7,81,1,0,benign,benign
9,5,7,497,1,0,benign,benign
9,5,7,166,0.2,0.8,malignant,malignant
9,5,7,198,1,0,benign,benign
9,5,7,683,1,0,benign,benign
9,5,7,126,0,1,malignant,malignant
9,5,7,438,1,0,benign,benign
9,5,7,434,0,1,malignant,benign
9,5,7,456,0,1,malignant,malignant
9,5,7,684,1,0,benign,benign
9,5,7,504,1,0,benign,benign
9,5,7,691,0,1,malignant,malignant
9,5,7,418,1,0,benign,benign
9,5,7,532,1,0,benign,benign
9,5,7,386,0,1,malignant,malignant
9,5,7,498,1,0,benign,benign
9,5,7,445,1,0,benign,benign
9,5,7,455,0.5,0.5,benign,malignant
9,5,7,509,1,0,benign,benign
9,5,7,566,1,0,benign,benign
9,5,7,279,0,1,malignant,malignant
9,5,7,503,1,0,benign,benign
9,5,7,462,1,0,benign,benign
9,5,7,284,0.1,0.9,malignant,malignant
9,5,7,397,1,0,benign,benign
9,5,7,595,1,0,benign,benign
9,5,7,63,0.8,0.2,benign,malignant
9,5,7,172,1,0,benign,benign
9,5,7,42,0,1,malignant,malignant
9,5,7,685,1,0,benign,benign
9,5,7,48,1,0,benign,benign
9,5,7,698,0,1,malignant,malignant
9,5,7,110,0.9,0.1,benign,benign
9,5,7,555,0.8,0.2,benign,benign
9,5,7,210,0,1,malignant,malignant
9,5,7,120,1,0,benign,benign
9,5,7,507,1,0,benign,benign
9,5,7,25,0.6,0.4,benign,malignant
9,5,7,136,1,0,benign,benign
9,5,7,102,1,0,benign,benign
9,5,7,224,0,1,malignant,malignant
9,5,7,422,0.8,0.2,benign,benign
9,5,7,441,0.9,0.1,benign,benign
9,5,7,568,0.1,0.9,malignant,malignant
9,5,7,510,1,0,benign,benign
9,5,7,277,1,0,benign,benign
9,5,7,113,0,1,malignant,malignant
9,5,7,0,1,0,benign,benign
9,5,7,371,1,0,benign,benign
9,5,7,302,0,1,malignant,malignant
9,5,7,154,1,0,benign,benign
9,5,7,390,1,0,benign,benign
9,5,7,106,0,1,malignant,malignant
9,5,7,364,1,0,benign,benign
9,5,7,256,1,0,benign,benign
9,5,7,214,0,1,malignant,malignant
9,5,7,310,1,0,benign,benign
9,5,7,260,0,1,malignant,malignant
9,5,7,518,1,0,benign,benign
9,5,7,287,1,0,benign,benign
9,5,7,581,0.1,0.9,malignant,malignant
9,5,7,318,1,0,benign,benign
9,5,7,322,1,0,benign,benign
9,5,7,506,0,1,malignant,malignant
9,5,7,428,1,0,benign,benign
9,5,7,189,1,0,benign,benign
9,5,7,105,0,1,malignant,malignant
9,5,7,121,1,0,benign,benign
9,6,0,306,1,0,benign,benign
9,6,0,272,0.3,0.7,malignant,malignant
9,6,0,337,1,0,benign,benign
9,6,0,694,1,0,benign,benign
9,6,0,149,0,1,malignant,malignant
9,6,0,197,0.8,0.2,benign,benign
9,6,0,464,1,0,benign,benign
9,6,0,305,0,1,malignant,malignant
9,6,0,404,1,0,benign,benign
9,6,0,363,0.3,0.7,malignant,benign
9,6,0,680,0,1,malignant,malignant
9,6,0,676,1,0,benign,benign
9,6,0,613,1,0,benign,benign
9,6,0,586,0,1,malignant,malignant
9,6,0,499,1,0,benign,benign
9,6,0,629,1,0,benign,benign
9,6,0,152,0,1,malignant,malignant
9,6,0,1,0.2,0.8,malignant,benign
9,6,0,312,0.1,0.9,malignant,malignant
9,6,0,219,1,0,benign,benign
9,6,0,443,1,0,benign,benign
9,6,0,264,0,1,malignant,malignant
9,6,0,402,1,0,benign,benign
9,6,0,383,1,0,benign,benign
9,6,0,251,0,1,malignant,malignant
9,6,0,161,1,0,benign,benign
9,6,0,291,1,0,benign,benign
9,6,0,267,0.3,0.7,malignant,malignant
9,6,0,125,1,0,benign,benign
9,6,0,341,1,0,benign,benign
9,6,0,23,0.036842,0.963158,malignant,malignant
9,6,0,294,0.97875,0.02125,benign,benign
9,6,0,271,1,0,benign,benign
9,6,0,366,0,1,malignant,malignant
9,6,0,657,0.1,0.9,malignant,benign
9,6,0,480,1,0,benign,benign
9,6,0,87,0,1,malignant,malignant
9,6,0,243,0.92125,0.07875,benign,benign
9,6,0,24,1,0,benign,benign
9,6,0,334,0,1,malignant,malignant
9,6,0,556,1,0,benign,benign
9,6,0,83,1,0,benign,benign
9,6,0,73,0,1,malignant,malignant
9,6,0,472,1,0,benign,benign
9,6,0,623,1,0,benign,benign
9,6,0,20,0.1,0.9,malignant,malignant
9,6,0,647,1,0,benign,benign
9,6,0,367,0,1,malignant,malignant
9,6,0,176,1,0,benign,benign
9,6,0,541,1,0,benign,benign
9,6,0,229,0,1,malignant,malignant
9,6,0,388,1,0,benign,benign
9,6,0,389,1,0,benign,benign
9,6,0,68,0,1,malignant,malignant
9,6,0,513,1,0,benign,benign
9,6,0,29,1,0,benign,benign
9,6,0,381,0.1,0.9,malignant,malignant
9,6,0,235,0.77875,0.22125,benign,benign
9,6,0,656,1,0,benign,benign
9,6,0,190,0,1,malignant,malignant
9,6,0,607,1,0,benign,benign
9,6,0,447,1,0,benign,benign
9,6,0,221,0,1,malignant,malignant
9,6,0,6,0.92125,0.07875,benign,benign
9,6,0,394,1,0,benign,benign
9,6,0,421,0,1,malignant,malignant
9,6,0,369,1,0,benign,benign
9,6,0,242,1,0,benign,benign
9,6,0,59,0,1,malignant,malignant
9,6,0,409,1,0,benign,benign
9,6,1,306,1,0,benign,benign
9,6,1,272,0.5,0.5,benign,malignant
9,6,1,337,1,0,benign,benign
9,6,1,694,1,0,benign,benign
9,6,1,149,0,1,malignant,malignant
9,6,1,197,0.9,0.1,benign,benign
9,6,1,464,1,0,benign,benign
9,6,1,305,0,1,malignant,malignant
9,6,1,404,1,0,benign,benign
9,6,1,363,0.6,0.4,benign,benign
9,6,1,680,0,1,malignant,malignant
9,6,1,676,1,0,benign,benign
9,6,1,613,1,0,benign,benign
9,6,1,586,0,1,malignant,malignant
9,6,1,499,1,0,benign,benign
9,6,1,629,1,0,benign,benign
9,6,1,152,0,1,malignant,malignant
9,6,1,1,0,1,malignant,benign
9,6,1,312,0.1,0.9,malignant,malignant
9,6,1,219,1,0,benign,benign
9,6,1,443,1,0,benign,benign
9,6,1,264,0.1,0.9,malignant,malignant
9,6,1,402,0.8,0.2,benign,benign
9,6,1,383,1,0,benign,benign
9,6,1,251,0,1,malignant,malignant
9,6,1,161,1,0,benign,benign
9,6,1,291,1,0,benign,benign
9,6,1,267,0.5,0.5,benign,malignant
9,6,1,125,1,0,benign,benign
9,6,1,341,1,0,benign,benign
9,6,1,23,0.142697,0.857303,malignant,malignant
9,6,1,294,0.975424,0.024576,benign,benign
9,6,1,271,1,0,benign,benign
9,6,1,366,0,1,malignant,malignant
9,6,1,657,0.2,0.8,malignant,benign
9,6,1,480,1,0,benign,benign
9,6,1,87,0,1,malignant,malignant
9,6,1,243,0.824576,0.175424,benign,benign
9,6,1,24,1,0,benign,benign
9,6,1,334,0,1,malignant,malignant
9,6,1,556,1,0,benign,benign
9,6,1,83,0.9,0.1,benign,benign
9,6,1,73,0,1,malignant,malignant
9,6,1,472,1,0,benign,benign
9,6,1,623,1,0,benign,benign
9,6,1,20,0.1,0.9,malignant,malignant
9,6,1,647,1,0,benign,benign
9,6,1,367,0,1,malignant,malignant
9,6,1,176,1,0,benign,benign
9,6,1,541,1,0,benign,benign
9,6,1,229,0,1,malignant,malignant
9,6,1,388,1,0,benign,benign
9,6,1,389,1,0,benign,benign
9,6,1,68,0,1,malignant,malignant
9,6,1,513,1,0,benign,benign
9,6,1,29,1,0,benign,benign
9,6,1,381,0.1,0.9,malignant,malignant
9,6,1,235,0.901008,0.098992,benign,benign
9,6,1,656,1,0,benign,benign
9,6,1,190,0,1,malignant,malignant
9,6,1,607,1,0,benign,benign
9,6,1,447,1,0,benign,benign
9,6,1,221,0,1,malignant,malignant
9,6,1,6,0.924576,0.075424,benign,benign
9,6,1,394,1,0,benign,benign
9,6,1,421,0,1,malignant,malignant
9,6,1,369,1,0,benign,benign
9,6,1,242,1,0,benign,benign
9,6,1,59,0.2,0.8,malignant,malignant
9,6,1,409,1,0,benign,benign
9,6,2,306,1,0,benign,benign
9,6,2,272,0.4,0.6,malignant,malignant
9,6,2,337,1,0,benign,benign
9,6,2,694,1,0,benign,benign
9,6,2,149,0,1,malignant,malignant
9,6,2,197,1,0,benign,benign
9,6,2,464,1,0,benign,benign
9,6,2,305,0,1,malignant,malignant
9,6,2,404,1,0,benign,benign
9,6,2,363,0.2,0.8,malignant,benign
9,6,2,680,0,1,malignant,malignant
9,6,2,676,1,0,benign,benign
9,6,2,613,1,0,benign,benign
9,6,2,586,0,1,malignant,malignant
9,6,2,499,1,0,benign,benign
9,6,2,629,1,0,benign,benign
9,6,2,152,0,1,malignant,malignant
9,6,2,1,0.1,0.9,malignant,benign
9,6,2,312,0.1,0.9,malignant,malignant
9,6,2,219,1,0,benign,benign
9,6,2,443,1,0,benign,benign
9,6,2,264,0,1,malignant,malignant
9,6,2,402,1,0,benign,benign
9,6,2,383,1,0,benign,benign
9,6,2,251,0,1,malignant,malignant
9,6,2,161,1,0,benign,benign
9,6,2,291,1,0,benign,benign
9,6,2,267,0.4,0.6,malignant,malignant
9,6,2,125,1,0,benign,benign
9,6,2,341,1,0,benign,benign
9,6,2,23,0.130171,0.869829,malignant,malignant
9,6,2,294,0.986598,0.013402,benign,benign
9,6,2,271,1,0,benign,benign
9,6,2,366,0,1,malignant,malignant
9,6,2,657,0.3,0.7,malignant,benign
9,6,2,480,1,0,benign,benign
9,6,2,87,0.2,0.8,malignant,malignant
9,6,2,243,0.913402,0.086598,benign,benign
9,6,2,24,1,0,benign,benign
9,6,2,334,0,1,malignant,malignant
9,6,2,556,1,0,benign,benign
9,6,2,83,1,0,benign,benign
9,6,2,73,0.1,0.9,malignant,malignant
9,6,2,472,1,0,benign,benign
9,6,2,623,1,0,benign,benign
9,6,2,20,0.1,0.9,malignant,malignant
9,6,2,647,1,0,benign,benign
9,6,2,367,0,1,malignant,malignant
9,6,2,176,1,0,benign,benign
9,6,2,541,1,0,benign,benign
9,6,2,229,0,1,malignant,malignant
9,6,2,388,1,0,benign,benign
9,6,2,389,1,0,benign,benign
9,6,2,68,0.1,0.9,malignant,malignant
9,6,2,513,1,0,benign,benign
9,6,2,29,1,0,benign,benign
9,6,2,381,0,1,malignant,malignant
9,6,2,235,0.855345,0.144655,benign,benign
9,6,2,656,1,0,benign,benign
9,6,2,190,0,1,malignant,malignant
9,6,2,607,1,0,benign,benign
9,6,2,447,1,0,benign,benign
9,6,2,221,0,1,malignant,malignant
9,6,2,6,0.913402,0.086598,benign,benign
9,6,2,394,1,0,benign,benign
9,6,2,421,0,1,malignant,malignant
9,6,2,369,1,0,benign,benign
9,6,2,242,1,0,benign,benign
9,6,2,59,0.2,0.8,malignant,malignant
9,6,2,409,1,0,benign,benign
9,6,3,306,1,0,benign,benign
9,6,3,272,0.4,0.6,malignant,malignant
9,6,3,337,1,0,benign,benign
9,6,3,694,1,0,benign,benign
9,6,3,149,0,1,malignant,malignant
9,6,3,197,0.9,0.1,benign,benign
9,6,3,464,1,0,benign,benign
9,6,3,305,0,1,malignant,malignant
9,6,3,404,1,0,benign,benign
9,6,3,363,0.4,0.6,malignant,benign
9,6,3,680,0,1,malignant,malignant
9,6,3,676,1,0,benign,benign
9,6,3,613,1,0,benign,benign
9,6,3,586,0,1,malignant,malignant
9,6,3,499,1,0,benign,benign
9,6,3,629,1,0,benign,benign
9,6,3,152,0,1,malignant,malignant
9,6,3,1,0,1,malignant,benign
9,6,3,312,0.1,0.9,malignant,malignant
9,6,3,219,1,0,benign,benign
9,6,3,443,1,0,benign,benign
9,6,3,264,0,1,malignant,malignant
9,6,3,402,1,0,benign,benign
9,6,3,383,1,0,benign,benign
9,6,3,251,0,1,malignant,malignant
9,6,3,161,1,0,benign,benign
9,6,3,291,1,0,benign,benign
9,6,3,267,0.4,0.6,malignant,malignant
9,6,3,125,1,0,benign,benign
9,6,3,341,1,0,benign,benign
9,6,3,23,0.031818,0.968182,malignant,malignant
9,6,3,294,1,0,benign,benign
9,6,3,271,1,0,benign,benign
9,6,3,366,0,1,malignant,malignant
9,6,3,657,0.6,0.4,benign,benign
9,6,3,480,1,0,benign,benign
9,6,3,87,0,1,malignant,malignant
9,6,3,243,0.9,0.1,benign,benign
9,6,3,24,1,0,benign,benign
9,6,3,334,0.2,0.8,malignant,malignant
9,6,3,556,1,0,benign,benign
9,6,3,83,1,0,benign,benign
9,6,3,73,0,1,malignant,malignant
9,6,3,472,1,0,benign,benign
9,6,3,623,1,0,benign,benign
9,6,3,20,0.1,0.9,malignant,malignant
9,6,3,647,1,0,benign,benign
9,6,3,367,0,1,malignant,malignant
9,6,3,176,1,0,benign,benign
9,6,3,541,1,0,benign,benign
9,6,3,229,0,1,malignant,malignant
9,6,3,388,1,0,benign,benign
9,6,3,389,1,0,benign,benign
9,6,3,68,0.1,0.9,malignant,malignant
9,6,3,513,1,0,benign,benign
9,6,3,29,1,0,benign,benign
9,6,3,381,0,1,malignant,malignant
9,6,3,235,0.84419,0.15581,benign,benign
9,6,3,656,1,0,benign,benign
9,6,3,190,0,1,malignant,malignant
9,6,3,607,1,0,benign,benign
9,6,3,447,1,0,benign,benign
9,6,3,221,0.1,0.9,malignant,malignant
9,6,3,6,1,0,benign,benign
9,6,3,394,1,0,benign,benign
9,6,3,421,0,1,malignant,malignant
9,6,3,369,1,0,benign,benign
9,6,3,242,1,0,benign,benign
9,6,3,59,0,1,malignant,malignant
9,6,3,409,1,0,benign,benign
9,6,4,306,1,0,benign,benign
9,6,4,272,0.2,0.8,malignant,malignant
9,6,4,337,1,0,benign,benign
9,6,4,694,1,0,benign,benign
9,6,4,149,0,1,malignant,malignant
9,6,4,197,1,0,benign,benign
9,6,4,464,1,0,benign,benign
9,6,4,305,0,1,malignant,malignant
9,6,4,404,1,0,benign,benign
9,6,4,363,0.4,0.6,malignant,benign
9,6,4,680,0,1,malignant,malignant
9,6,4,676,1,0,benign,benign
9,6,4,613,1,0,benign,benign
9,6,4,586,0,1,malignant,malignant
9,6,4,499,1,0,benign,benign
9,6,4,629,1,0,benign,benign
9,6,4,152,0.1,0.9,malignant,malignant
9,6,4,1,0.1,0.9,malignant,benign
9,6,4,312,0.1,0.9,malignant,malignant
9,6,4,219,1,0,benign,benign
9,6,4,443,1,0,benign,benign
9,6,4,264,0,1,malignant,malignant
9,6,4,402,0.9,0.1,benign,benign
9,6,4,383,1,0,benign,benign
9,6,4,251,0,1,malignant,malignant
9,6,4,161,1,0,benign,benign
9,6,4,291,1,0,benign,benign
9,6,4,267,0.2,0.8,malignant,malignant
9,6,4,125,1,0,benign,benign
9,6,4,341,1,0,benign,benign
9,6,4,23,0.001298,0.998702,malignant,malignant
9,6,4,294,0.983249,0.016751,benign,benign
9,6,4,271,1,0,benign,benign
9,6,4,366,0,1,malignant,malignant
9,6,4,657,0.2,0.8,malignant,benign
9,6,4,480,1,0,benign,benign
9,6,4,87,0,1,malignant,malignant
9,6,4,243,0.717308,0.282692,benign,benign
9,6,4,24,1,0,benign,benign
9,6,4,334,0,1,malignant,malignant
9,6,4,556,1,0,benign,benign
9,6,4,83,1,0,benign,benign
9,6,4,73,0,1,malignant,malignant
9,6,4,472,1,0,benign,benign
9,6,4,623,1,0,benign,benign
9,6,4,20,0.2,0.8,malignant,malignant
9,6,4,647,1,0,benign,benign
9,6,4,367,0,1,malignant,malignant
9,6,4,176,1,0,benign,benign
9,6,4,541,1,0,benign,benign
9,6,4,229,0,1,malignant,malignant
9,6,4,388,1,0,benign,benign
9,6,4,389,0.8,0.2,benign,benign
9,6,4,68,0,1,malignant,malignant
9,6,4,513,0.9,0.1,benign,benign
9,6,4,29,1,0,benign,benign
9,6,4,381,0,1,malignant,malignant
9,6,4,235,0.872818,0.127182,benign,benign
9,6,4,656,1,0,benign,benign
9,6,4,190,0,1,malignant,malignant
9,6,4,607,1,0,benign,benign
9,6,4,447,1,0,benign,benign
9,6,4,221,0,1,malignant,malignant
9,6,4,6,0.717308,0.282692,benign,benign
9,6,4,394,1,0,benign,benign
9,6,4,421,0,1,malignant,malignant
9,6,4,369,1,0,benign,benign
9,6,4,242,1,0,benign,benign
9,6,4,59,0,1,malignant,malignant
9,6,4,409,1,0,benign,benign
9,6,5,306,1,0,benign,benign
9,6,5,272,0.2,0.8,malignant,malignant
9,6,5,337,1,0,benign,benign
9,6,5,694,1,0,benign,benign
9,6,5,149,0,1,malignant,malignant
9,6,5,197,1,0,benign,benign
9,6,5,464,1,0,benign,benign
9,6,5,305,0,1,malignant,malignant
9,6,5,404,1,0,benign,benign
9,6,5,363,0.7,0.3,benign,benign
9,6,5,680,0,1,malignant,malignant
9,6,5,676,1,0,benign,benign
9,6,5,613,1,0,benign,benign
9,6,5,586,0,1,malignant,malignant
9,6,5,499,1,0,benign,benign
9,6,5,629,1,0,benign,benign
9,6,5,152,0,1,malignant,malignant
9,6,5,1,0.1,0.9,malignant,benign
9,6,5,312,0,1,malignant,malignant
9,6,5,219,1,0,benign,benign
9,6,5,443,1,0,benign,benign
9,6,5,264,0,1,malignant,malignant
9,6,5,402,1,0,benign,benign
9,6,5,383,1,0,benign,benign
9,6,5,251,0,1,malignant,malignant
9,6,5,161,1,0,benign,benign
9,6,5,291,1,0,benign,benign
9,6,5,267,0.2,0.8,malignant,malignant
9,6,5,125,1,0,benign,benign
9,6,5,341,1,0,benign,benign
9,6,5,23,0.321707,0.678293,malignant,malignant
9,6,5,294,0.999526,0.000474,benign,benign
9,6,5,271,1,0,benign,benign
9,6,5,366,0,1,malignant,malignant
9,6,5,657,0.5,0.5,benign,benign
9,6,5,480,1,0,benign,benign
9,6,5,87,0,1,malignant,malignant
9,6,5,243,0.901896,0.098104,benign,benign
9,6,5,24,1,0,benign,benign
9,6,5,334,0,1,malignant,malignant
9,6,5,556,1,0,benign,benign
9,6,5,83,0.9,0.1,benign,benign
9,6,5,73,0,1,malignant,malignant
9,6,5,472,1,0,benign,benign
9,6,5,623,1,0,benign,benign
9,6,5,20,0.301896,0.698104,malignant,malignant
9,6,5,647,1,0,benign,benign
9,6,5,367,0,1,malignant,malignant
9,6,5,176,1,0,benign,benign
9,6,5,541,1,0,benign,benign
9,6,5,229,0,1,malignant,malignant
9,6,5,388,1,0,benign,benign
9,6,5,389,1,0,benign,benign
9,6,5,68,0,1,malignant,malignant
9,6,5,513,1,0,benign,benign
9,6,5,29,1,0,benign,benign
9,6,5,381,0,1,malignant,malignant
9,6,5,235,0.714416,0.285584,benign,benign
9,6,5,656,1,0,benign,benign
9,6,5,190,0,1,malignant,malignant
9,6,5,607,1,0,benign,benign
9,6,5,447,1,0,benign,benign
9,6,5,221,0,1,malignant,malignant
9,6,5,6,0.901896,0.098104,benign,benign
9,6,5,394,1,0,benign,benign
9,6,5,421,0,1,malignant,malignant
9,6,5,369,1,0,benign,benign
9,6,5,242,1,0,benign,benign
9,6,5,59,0.3,0.7,malignant,malignant
9,6,5,409,1,0,benign,benign
9,6,6,306,1,0,benign,benign
9,6,6,272,0.6,0.4,benign,malignant
9,6,6,337,1,0,benign,benign
9,6,6,694,1,0,benign,benign
9,6,6,149,0,1,malignant,malignant
9,6,6,197,1,0,benign,benign
9,6,6,464,1,0,benign,benign
9,6,6,305,0,1,malignant,malignant
9,6,6,404,1,0,benign,benign
9,6,6,363,0.7,0.3,benign,benign
9,6,6,680,0,1,malignant,malignant
9,6,6,676,1,0,benign,benign
9,6,6,613,1,0,benign,benign
9,6,6,586,0,1,malignant,malignant
9,6,6,499,1,0,benign,benign
9,6,6,629,1,0,benign,benign
9,6,6,152,0,1,malignant,malignant
9,6,6,1,0.333333,0.666667,malignant,benign
9,6,6,312,0.1,0.9,malignant,malignant
9,6,6,219,1,0,benign,benign
9,6,6,443,1,0,benign,benign
9,6,6,264,0,1,malignant,malignant
9,6,6,402,1,0,benign,benign
9,6,6,383,1,0,benign,benign
9,6,6,251,0,1,malignant,malignant
9,6,6,161,1,0,benign,benign
9,6,6,291,1,0,benign,benign
9,6,6,267,0.6,0.4,benign,malignant
9,6,6,125,1,0,benign,benign
9,6,6,341,1,0,benign,benign
9,6,6,23,0.172742,0.827258,malignant,malignant
9,6,6,294,1,0,benign,benign
9,6,6,271,1,0,benign,benign
9,6,6,366,0,1,malignant,malignant
9,6,6,657,0.2,0.8,malignant,benign
9,6,6,480,1,0,benign,benign
9,6,6,87,0,1,malignant,malignant
9,6,6,243,1,0,benign,benign
9,6,6,24,1,0,benign,benign
9,6,6,334,0,1,malignant,malignant
9,6,6,556,1,0,benign,benign
9,6,6,83,1,0,benign,benign
9,6,6,73,0,1,malignant,malignant
9,6,6,472,1,0,benign,benign
9,6,6,623,1,0,benign,benign
9,6,6,20,0,1,malignant,malignant
9,6,6,647,1,0,benign,benign
9,6,6,367,0,1,malignant,malignant
9,6,6,176,1,0,benign,benign
9,6,6,541,1,0,benign,benign
9,6,6,229,0,1,malignant,malignant
9,6,6,388,1,0,benign,benign
9,6,6,389,1,0,benign,benign
9,6,6,68,0,1,malignant,malignant
9,6,6,513,1,0,benign,benign
9,6,6,29,1,0,benign,benign
9,6,6,381,0,1,malignant,malignant
9,6,6,235,0.915949,0.084051,benign,benign
9,6,6,656,1,0,benign,benign
9,6,6,190,0,1,malignant,malignant
9,6,6,607,1,0,benign,benign
9,6,6,447,1,0,benign,benign
9,6,6,221,0,1,malignant,malignant
9,6,6,6,1,0,benign,benign
9,6,6,394,1,0,benign,benign
9,6,6,421,0.1,0.9,malignant,malignant
9,6,6,369,1,0,benign,benign
9,6,6,242,1,0,benign,benign
9,6,6,59,0.6,0.4,benign,malignant
9,6,6,409,1,0,benign,benign
9,6,7,306,1,0,benign,benign
9,6,7,272,0.2,0.8,malignant,malignant
9,6,7,337,1,0,benign,benign
9,6,7,694,1,0,benign,benign
9,6,7,149,0,1,malignant,malignant
9,6,7,197,1,0,benign,benign
9,6,7,464,1,0,benign,benign
9,6,7,305,0.1,0.9,malignant,malignant
9,6,7,404,1,0,benign,benign
9,6,7,363,0.9,0.1,benign,benign
9,6,7,680,0,1,malignant,malignant
9,6,7,676,1,0,benign,benign
9,6,7,613,1,0,benign,benign
9,6,7,586,0,1,malignant,malignant
9,6,7,499,1,0,benign,benign
9,6,7,629,1,0,benign,benign
9,6,7,152,0,1,malignant,malignant
9,6,7,1,0,1,malignant,benign
9,6,7,312,0.2,0.8,malignant,malignant
9,6,7,219,1,0,benign,benign
9,6,7,443,1,0,benign,benign
9,6,7,264,0,1,malignant,malignant
9,6,7,402,1,0,benign,benign
9,6,7,383,1,0,benign,benign
9,6,7,251,0,1,malignant,malignant
9,6,7,161,1,0,benign,benign
9,6,7,291,1,0,benign,benign
9,6,7,267,0.2,0.8,malignant,malignant
9,6,7,125,1,0,benign,benign
9,6,7,341,1,0,benign,benign
9,6,7,23,0.335564,0.664436,malignant,malignant
9,6,7,294,0.998708,0.001292,benign,benign
9,6,7,271,1,0,benign,benign
9,6,7,366,0,1,malignant,malignant
9,6,7,657,0.4,0.6,malignant,benign
9,6,7,480,1,0,benign,benign
9,6,7,87,0.4,0.6,malignant,malignant
9,6,7,243,0.9,0.1,benign,benign
9,6,7,24,1,0,benign,benign
9,6,7,334,0,1,malignant,malignant
9,6,7,556,1,0,benign,benign
9,6,7,83,1,0,benign,benign
9,6,7,73,0.1,0.9,malignant,malignant
9,6,7,472,1,0,benign,benign
9,6,7,623,1,0,benign,benign
9,6,7,20,0,1,malignant,malignant
9,6,7,647,1,0,benign,benign
9,6,7,367,0,1,malignant,malignant
9,6,7,176,1,0,benign,benign
9,6,7,541,1,0,benign,benign
9,6,7,229,0,1,malignant,malignant
9,6,7,388,1,0,benign,benign
9,6,7,389,1,0,benign,benign
9,6,7,68,0.2,0.8,malignant,malignant
9,6,7,513,1,0,benign,benign
9,6,7,29,1,0,benign,benign
9,6,7,381,0.1,0.9,malignant,malignant
9,6,7,235,0.866342,0.133658,benign,benign
9,6,7,656,1,0,benign,benign
9,6,7,190,0,1,malignant,malignant
9,6,7,607,1,0,benign,benign
9,6,7,447,1,0,benign,benign
9,6,7,221,0.1,0.9,malignant,malignant
9,6,7,6,0.903876,0.096124,benign,benign
9,6,7,394,1,0,benign,benign
9,6,7,421,0,1,malignant,malignant
9,6,7,369,1,0,benign,benign
9,6,7,242,1,0,benign,benign
9,6,7,59,0.3,0.7,malignant,malignant
9,6,7,409,1,0,benign,benign
9,7,0,301,1,0,benign,benign
9,7,0,289,0,1,malignant,malignant
9,7,0,165,1,0,benign,benign
9,7,0,4,1,0,benign,benign
9,7,0,282,0.1,0.9,malignant,malignant
9,7,0,144,1,0,benign,benign
9,7,0,353,0,1,malignant,malignant
9,7,0,673,1,0,benign,benign
9,7,0,553,0.6,0.4,benign,benign
9,7,0,569,0,1,malignant,malignant
9,7,0,297,0.609858,0.390142,benign,benign
9,7,0,690,1,0,benign,benign
9,7,0,523,0,1,malignant,malignant
9,7,0,370,1,0,benign,benign
9,7,0,693,1,0,benign,benign
9,7,0,268,0,1,malignant,malignant
9,7,0,309,0.92125,0.07875,benign,benign
9,7,0,185,1,0,benign,benign
9,7,0,493,0,1,malignant,malignant
9,7,0,8,1,0,benign,benign
9,7,0,451,1,0,benign,benign
9,7,0,549,0.1,0.9,malignant,malignant
9,7,0,661,1,0,benign,benign
9,7,0,158,0.97875,0.02125,benign,benign
9,7,0,104,0,1,malignant,malignant
9,7,0,45,1,0,benign,benign
9,7,0,377,1,0,benign,benign
9,7,0,453,0,1,malignant,malignant
9,7,0,3,0.1,0.9,malignant,benign
9,7,0,374,1,0,benign,benign
9,7,0,46,0,1,malignant,malignant
9,7,0,517,1,0,benign,benign
9,7,0,490,1,0,benign,benign
9,7,0,262,0,1,malignant,malignant
9,7,0,314,1,0,benign,benign
9,7,0,270,0,1,malignant,malignant
9,7,0,415,0.2,0.8,malignant,benign
9,7,0,296,0,1,malignant,benign
9,7,0,230,0.1,0.9,malignant,malignant
9,7,0,69,1,0,benign,benign
9,7,0,481,0.7,0.3,benign,benign
9,7,0,239,0.3,0.7,malignant,malignant
9,7,0,679,1,0,benign,benign
9,7,0,485,0.92125,0.07875,benign,benign
9,7,0,255,0,1,malignant,malignant
9,7,0,95,1,0,benign,benign
9,7,0,170,1,0,benign,benign
9,7,0,205,0,1,malignant,malignant
9,7,0,137,1,0,benign,benign
9,7,0,192,1,0,benign,benign
9,7,0,336,0,1,malignant,malignant
9,7,0,484,1,0,benign,benign
9,7,0,516,1,0,benign,benign
9,7,0,12,0.3,0.7,malignant,malignant
9,7,0,575,1,0,benign,benign
9,7,0,324,1,0,benign,benign
9,7,0,435,0,1,malignant,malignant
9,7,0,259,0,1,malignant,benign
9,7,0,511,1,0,benign,benign
9,7,0,457,0,1,malignant,malignant
9,7,0,524,1,0,benign,benign
9,7,0,139,0.97875,0.02125,benign,benign
9,7,0,588,0,1,malignant,malignant
9,7,0,450,1,0,benign,benign
9,7,0,604,0.4,0.6,malignant,malignant
9,7,0,677,1,0,benign,benign
9,7,0,265,0.8,0.2,benign,benign
9,7,0,669,0,1,malignant,malignant
9,7,0,458,1,0,benign,benign
9,7,0,660,1,0,benign,benign
9,7,1,301,1,0,benign,benign
9,7,1,289,0,1,malignant,malignant
9,7,1,165,1,0,benign,benign
9,7,1,4,1,0,benign,benign
9,7,1,282,0.3,0.7,malignant,malignant
9,7,1,144,1,0,benign,benign
9,7,1,353,0.1,0.9,malignant,malignant
9,7,1,673,0.8,0.2,benign,benign
9,7,1,553,0.6,0.4,benign,benign
9,7,1,569,0,1,malignant,malignant
9,7,1,297,0.613151,0.386849,benign,benign
9,7,1,690,1,0,benign,benign
9,7,1,523,0,1,malignant,malignant
9,7,1,370,0.8,0.2,benign,benign
9,7,1,693,1,0,benign,benign
9,7,1,268,0,1,malignant,malignant
9,7,1,309,0.824576,0.175424,benign,benign
9,7,1,185,1,0,benign,benign
9,7,1,493,0,1,malignant,malignant
9,7,1,8,1,0,benign,benign
9,7,1,451,1,0,benign,benign
9,7,1,549,0.1,0.9,malignant,malignant
9,7,1,661,1,0,benign,benign
9,7,1,158,0.975424,0.024576,benign,benign
9,7,1,104,0,1,malignant,malignant
9,7,1,45,1,0,benign,benign
9,7,1,377,1,0,benign,benign
9,7,1,453,0,1,malignant,malignant
9,7,1,3,0.1,0.9,malignant,benign
9,7,1,374,1,0,benign,benign
9,7,1,46,0,1,malignant,malignant
9,7,1,517,1,0,benign,benign
9,7,1,490,1,0,benign,benign
9,7,1,262,0,1,malignant,malignant
9,7,1,314,1,0,benign,benign
9,7,1,270,0,1,malignant,malignant
9,7,1,415,0.5,0.5,benign,benign
9,7,1,296,0.1,0.9,malignant,benign
9,7,1,230,0,1,malignant,malignant
9,7,1,69,1,0,benign,benign
9,7,1,481,0.7,0.3,benign,benign
9,7,1,239,0.2,0.8,malignant,malignant
9,7,1,679,1,0,benign,benign
9,7,1,485,1,0,benign,benign
9,7,1,255,0.1,0.9,malignant,malignant
9,7,1,95,1,0,benign,benign
9,7,1,170,1,0,benign,benign
9,7,1,205,0,1,malignant,malignant
9,7,1,137,1,0,benign,benign
9,7,1,192,1,0,benign,benign
9,7,1,336,0,1,malignant,malignant
9,7,1,484,1,0,benign,benign
9,7,1,516,1,0,benign,benign
9,7,1,12,0.7,0.3,benign,malignant
9,7,1,575,1,0,benign,benign
9,7,1,324,1,0,benign,benign
9,7,1,435,0,1,malignant,malignant
9,7,1,259,0.2,0.8,malignant,benign
9,7,1,511,1,0,benign,benign
9,7,1,457,0,1,malignant,malignant
9,7,1,524,1,0,benign,benign
9,7,1,139,0.975424,0.024576,benign,benign
9,7,1,588,0,1,malignant,malignant
9,7,1,450,1,0,benign,benign
9,7,1,604,0.4,0.6,malignant,malignant
9,7,1,677,1,0,benign,benign
9,7,1,265,0.8,0.2,benign,benign
9,7,1,669,0,1,malignant,malignant
9,7,1,458,1,0,benign,benign
9,7,1,660,1,0,benign,benign
9,7,2,301,1,0,benign,benign
9,7,2,289,0,1,malignant,malignant
9,7,2,165,1,0,benign,benign
9,7,2,4,1,0,benign,benign
9,7,2,282,0.2,0.8,malignant,malignant
9,7,2,144,1,0,benign,benign
9,7,2,353,0.1,0.9,malignant,malignant
9,7,2,673,1,0,benign,benign
9,7,2,553,0.15,0.85,malignant,benign
9,7,2,569,0,1,malignant,malignant
9,7,2,297,0.442891,0.557109,malignant,benign
9,7,2,690,1,0,benign,benign
9,7,2,523,0,1,malignant,malignant
9,7,2,370,1,0,benign,benign
9,7,2,693,1,0,benign,benign
9,7,2,268,0,1,malignant,malignant
9,7,2,309,0.766931,0.233069,benign,benign
9,7,2,185,1,0,benign,benign
9,7,2,493,0,1,malignant,malignant
9,7,2,8,1,0,benign,benign
9,7,2,451,1,0,benign,benign
9,7,2,549,0.1,0.9,malignant,malignant
9,7,2,661,1,0,benign,benign
9,7,2,158,0.950766,0.049234,benign,benign
9,7,2,104,0.1,0.9,malignant,malignant
9,7,2,45,1,0,benign,benign
9,7,2,377,1,0,benign,benign
9,7,2,453,0,1,malignant,malignant
9,7,2,3,0,1,malignant,benign
9,7,2,374,1,0,benign,benign
9,7,2,46,0.2,0.8,malignant,malignant
9,7,2,517,1,0,benign,benign
9,7,2,490,1,0,benign,benign
9,7,2,262,0,1,malignant,malignant
9,7,2,314,1,0,benign,benign
9,7,2,270,0,1,malignant,malignant
9,7,2,415,0.4,0.6,malignant,benign
9,7,2,296,0.1,0.9,malignant,benign
9,7,2,230,0,1,malignant,malignant
9,7,2,69,1,0,benign,benign
9,7,2,481,0.9,0.1,benign,benign
9,7,2,239,0,1,malignant,malignant
9,7,2,679,1,0,benign,benign
9,7,2,485,1,0,benign,benign
9,7,2,255,0,1,malignant,malignant
9,7,2,95,1,0,benign,benign
9,7,2,170,1,0,benign,benign
9,7,2,205,0,1,malignant,malignant
9,7,2,137,1,0,benign,benign
9,7,2,192,1,0,benign,benign
9,7,2,336,0,1,malignant,malignant
9,7,2,484,1,0,benign,benign
9,7,2,516,1,0,benign,benign
9,7,2,12,0.3,0.7,malignant,malignant
9,7,2,575,1,0,benign,benign
9,7,2,324,1,0,benign,benign
9,7,2,435,0,1,malignant,malignant
9,7,2,259,0,1,malignant,benign
9,7,2,511,1,0,benign,benign
9,7,2,457,0,1,malignant,malignant
9,7,2,524,1,0,benign,benign
9,7,2,139,0.964998,0.035002,benign,benign
9,7,2,588,0,1,malignant,malignant
9,7,2,450,1,0,benign,benign
9,7,2,604,0.1,0.9,malignant,malignant
9,7,2,677,1,0,benign,benign
9,7,2,265,0.8,0.2,benign,benign
9,7,2,669,0,1,malignant,malignant
9,7,2,458,1,0,benign,benign
9,7,2,660,1,0,benign,benign
9,7,3,301,1,0,benign,benign
9,7,3,289,0,1,malignant,malignant
9,7,3,165,1,0,benign,benign
9,7,3,4,1,0,benign,benign
9,7,3,282,0.4,0.6,malignant,malignant
9,7,3,144,1,0,benign,benign
9,7,3,353,0,1,malignant,malignant
9,7,3,673,1,0,benign,benign
9,7,3,553,0.3,0.7,malignant,benign
9,7,3,569,0,1,malignant,malignant
9,7,3,297,0.482012,0.517988,malignant,benign
9,7,3,690,1,0,benign,benign
9,7,3,523,0,1,malignant,malignant
9,7,3,370,1,0,benign,benign
9,7,3,693,1,0,benign,benign
9,7,3,268,0,1,malignant,malignant
9,7,3,309,0.9,0.1,benign,benign
9,7,3,185,1,0,benign,benign
9,7,3,493,0,1,malignant,malignant
9,7,3,8,0.9,0.1,benign,benign
9,7,3,451,1,0,benign,benign
9,7,3,549,0,1,malignant,malignant
9,7,3,661,1,0,benign,benign
9,7,3,158,0.986614,0.013386,benign,benign
9,7,3,104,0,1,malignant,malignant
9,7,3,45,1,0,benign,benign
9,7,3,377,1,0,benign,benign
9,7,3,453,0,1,malignant,malignant
9,7,3,3,0.1,0.9,malignant,benign
9,7,3,374,1,0,benign,benign
9,7,3,46,0,1,malignant,malignant
9,7,3,517,1,0,benign,benign
9,7,3,490,1,0,benign,benign
9,7,3,262,0,1,malignant,malignant
9,7,3,314,1,0,benign,benign
9,7,3,270,0,1,malignant,malignant
9,7,3,415,0.7,0.3,benign,benign
9,7,3,296,0,1,malignant,benign
9,7,3,230,0,1,malignant,malignant
9,7,3,69,1,0,benign,benign
9,7,3,481,0.9,0.1,benign,benign
9,7,3,239,0,1,malignant,malignant
9,7,3,679,1,0,benign,benign
9,7,3,485,0.8,0.2,benign,benign
9,7,3,255,0.2,0.8,malignant,malignant
9,7,3,95,1,0,benign,benign
9,7,3,170,1,0,benign,benign
9,7,3,205,0,1,malignant,malignant
9,7,3,137,1,0,benign,benign
9,7,3,192,1,0,benign,benign
9,7,3,336,0,1,malignant,malignant
9,7,3,484,1,0,benign,benign
9,7,3,516,1,0,benign,benign
9,7,3,12,0.4,0.6,malignant,malignant
9,7,3,575,1,0,benign,benign
9,7,3,324,1,0,benign,benign
9,7,3,435,0,1,malignant,malignant
9,7,3,259,0.2,0.8,malignant,benign
9,7,3,511,1,0,benign,benign
9,7,3,457,0,1,malignant,malignant
9,7,3,524,1,0,benign,benign
9,7,3,139,0.998361,0.001639,benign,benign
9,7,3,588,0,1,malignant,malignant
9,7,3,450,1,0,benign,benign
9,7,3,604,0.2,0.8,malignant,malignant
9,7,3,677,1,0,benign,benign
9,7,3,265,1,0,benign,benign
9,7,3,669,0,1,malignant,malignant
9,7,3,458,1,0,benign,benign
9,7,3,660,1,0,benign,benign
9,7,4,301,1,0,benign,benign
9,7,4,289,0,1,malignant,malignant
9,7,4,165,0.9,0.1,benign,benign
9,7,4,4,1,0,benign,benign
9,7,4,282,0.2,0.8,malignant,malignant
9,7,4,144,1,0,benign,benign
9,7,4,353,0,1,malignant,malignant
9,7,4,673,1,0,benign,benign
9,7,4,553,0.317308,0.682692,malignant,benign
9,7,4,569,0.1,0.9,malignant,malignant
9,7,4,297,0.21968,0.78032,malignant,benign
9,7,4,690,1,0,benign,benign
9,7,4,523,0,1,malignant,malignant
9,7,4,370,0.9,0.1,benign,benign
9,7,4,693,1,0,benign,benign
9,7,4,268,0,1,malignant,malignant
9,7,4,309,0.717308,0.282692,benign,benign
9,7,4,185,1,0,benign,benign
9,7,4,493,0,1,malignant,malignant
9,7,4,8,1,0,benign,benign
9,7,4,451,1,0,benign,benign
9,7,4,549,0.1,0.9,malignant,malignant
9,7,4,661,1,0,benign,benign
9,7,4,158,0.793549,0.206451,benign,benign
9,7,4,104,0,1,malignant,malignant
9,7,4,45,1,0,benign,benign
9,7,4,377,1,0,benign,benign
9,7,4,453,0.1,0.9,malignant,malignant
9,7,4,3,0,1,malignant,benign
9,7,4,374,1,0,benign,benign
9,7,4,46,0,1,malignant,malignant
9,7,4,517,1,0,benign,benign
9,7,4,490,1,0,benign,benign
9,7,4,262,0,1,malignant,malignant
9,7,4,314,1,0,benign,benign
9,7,4,270,0,1,malignant,malignant
9,7,4,415,0.8,0.2,benign,benign
9,7,4,296,0.1,0.9,malignant,benign
9,7,4,230,0,1,malignant,malignant
9,7,4,69,1,0,benign,benign
9,7,4,481,1,0,benign,benign
9,7,4,239,0,1,malignant,malignant
9,7,4,679,1,0,benign,benign
9,7,4,485,0.6,0.4,benign,benign
9,7,4,255,0,1,malignant,malignant
9,7,4,95,1,0,benign,benign
9,7,4,170,1,0,benign,benign
9,7,4,205,0,1,malignant,malignant
9,7,4,137,1,0,benign,benign
9,7,4,192,1,0,benign,benign
9,7,4,336,0,1,malignant,malignant
9,7,4,484,1,0,benign,benign
9,7,4,516,1,0,benign,benign
9,7,4,12,0.6,0.4,benign,malignant
9,7,4,575,1,0,benign,benign
9,7,4,324,1,0,benign,benign
9,7,4,435,0,1,malignant,malignant
9,7,4,259,0,1,malignant,benign
9,7,4,511,1,0,benign,benign
9,7,4,457,0,1,malignant,malignant
9,7,4,524,1,0,benign,benign
9,7,4,139,0.938767,0.061233,benign,benign
9,7,4,588,0.1,0.9,malignant,malignant
9,7,4,450,0.7,0.3,benign,benign
9,7,4,604,0.3,0.7,malignant,malignant
9,7,4,677,1,0,benign,benign
9,7,4,265,1,0,benign,benign
9,7,4,669,0.1,0.9,malignant,malignant
9,7,4,458,1,0,benign,benign
9,7,4,660,1,0,benign,benign
9,7,5,301,1,0,benign,benign
9,7,5,289,0,1,malignant,malignant
9,7,5,165,1,0,benign,benign
9,7,5,4,1,0,benign,benign
9,7,5,282,0.1,0.9,malignant,malignant
9,7,5,144,1,0,benign,benign
9,7,5,353,0,1,malignant,malignant
9,7,5,673,1,0,benign,benign
9,7,5,553,0.704323,0.295677,benign,benign
9,7,5,569,0,1,malignant,malignant
9,7,5,297,0.490897,0.509103,malignant,benign
9,7,5,690,1,0,benign,benign
9,7,5,523,0.1,0.9,malignant,malignant
9,7,5,370,1,0,benign,benign
9,7,5,693,1,0,benign,benign
9,7,5,268,0.1,0.9,malignant,malignant
9,7,5,309,0.901896,0.098104,benign,benign
9,7,5,185,1,0,benign,benign
9,7,5,493,0,1,malignant,malignant
9,7,5,8,1,0,benign,benign
9,7,5,451,1,0,benign,benign
9,7,5,549,0,1,malignant,malignant
9,7,5,661,1,0,benign,benign
9,7,5,158,0.999526,0.000474,benign,benign
9,7,5,104,0,1,malignant,malignant
9,7,5,45,1,0,benign,benign
9,7,5,377,1,0,benign,benign
9,7,5,453,0,1,malignant,malignant
9,7,5,3,0.1,0.9,malignant,benign
9,7,5,374,1,0,benign,benign
9,7,5,46,0.1,0.9,malignant,malignant
9,7,5,517,1,0,benign,benign
9,7,5,490,1,0,benign,benign
9,7,5,262,0,1,malignant,malignant
9,7,5,314,1,0,benign,benign
9,7,5,270,0,1,malignant,malignant
9,7,5,415,0.9,0.1,benign,benign
9,7,5,296,0,1,malignant,benign
9,7,5,230,0,1,malignant,malignant
9,7,5,69,1,0,benign,benign
9,7,5,481,0.9,0.1,benign,benign
9,7,5,239,0,1,malignant,malignant
9,7,5,679,1,0,benign,benign
9,7,5,485,1,0,benign,benign
9,7,5,255,0.1,0.9,malignant,malignant
9,7,5,95,1,0,benign,benign
9,7,5,170,1,0,benign,benign
9,7,5,205,0,1,malignant,malignant
9,7,5,137,1,0,benign,benign
9,7,5,192,1,0,benign,benign
9,7,5,336,0,1,malignant,malignant
9,7,5,484,1,0,benign,benign
9,7,5,516,1,0,benign,benign
9,7,5,12,0.3,0.7,malignant,malignant
9,7,5,575,1,0,benign,benign
9,7,5,324,1,0,benign,benign
9,7,5,435,0,1,malignant,malignant
9,7,5,259,0.1,0.9,malignant,benign
9,7,5,511,1,0,benign,benign
9,7,5,457,0,1,malignant,malignant
9,7,5,524,1,0,benign,benign
9,7,5,139,0.999526,0.000474,benign,benign
9,7,5,588,0,1,malignant,malignant
9,7,5,450,0.9,0.1,benign,benign
9,7,5,604,0.304323,0.695677,malignant,malignant
9,7,5,677,1,0,benign,benign
9,7,5,265,1,0,benign,benign
9,7,5,669,0,1,malignant,malignant
9,7,5,458,1,0,benign,benign
9,7,5,660,1,0,benign,benign
9,7,6,301,1,0,benign,benign
9,7,6,289,0.1,0.9,malignant,malignant
9,7,6,165,1,0,benign,benign
9,7,6,4,1,0,benign,benign
9,7,6,282,0.3,0.7,malignant,malignant
9,7,6,144,1,0,benign,benign
9,7,6,353,0,1,malignant,malignant
9,7,6,673,1,0,benign,benign
9,7,6,553,0.7,0.3,benign,benign
9,7,6,569,0,1,malignant,malignant
9,7,6,297,0.526095,0.473905,benign,benign
9,7,6,690,1,0,benign,benign
9,7,6,523,0,1,malignant,malignant
9,7,6,370,1,0,benign,benign
9,7,6,693,1,0,benign,benign
9,7,6,268,0,1,malignant,malignant
9,7,6,309,1,0,benign,benign
9,7,6,185,1,0,benign,benign
9,7,6,493,0,1,malignant,malignant
9,7,6,8,1,0,benign,benign
9,7,6,451,1,0,benign,benign
9,7,6,549,0,1,malignant,malignant
9,7,6,661,1,0,benign,benign
9,7,6,158,1,0,benign,benign
9,7,6,104,0,1,malignant,malignant
9,7,6,45,1,0,benign,benign
9,7,6,377,1,0,benign,benign
9,7,6,453,0,1,malignant,malignant
9,7,6,3,0.2,0.8,malignant,benign
9,7,6,374,1,0,benign,benign
9,7,6,46,0,1,malignant,malignant
9,7,6,517,1,0,benign,benign
9,7,6,490,1,0,benign,benign
9,7,6,262,0,1,malignant,malignant
9,7,6,314,1,0,benign,benign
9,7,6,270,0,1,malignant,malignant
9,7,6,415,0.75,0.25,benign,benign
9,7,6,296,0,1,malignant,benign
9,7,6,230,0,1,malignant,malignant
9,7,6,69,1,0,benign,benign
9,7,6,481,0.8,0.2,benign,benign
9,7,6,239,0,1,malignant,malignant
9,7,6,679,1,0,benign,benign
9,7,6,485,1,0,benign,benign
9,7,6,255,0.1,0.9,malignant,malignant
9,7,6,95,1,0,benign,benign
9,7,6,170,1,0,benign,benign
9,7,6,205,0,1,malignant,malignant
9,7,6,137,1,0,benign,benign
9,7,6,192,1,0,benign,benign
9,7,6,336,0,1,malignant,malignant
9,7,6,484,1,0,benign,benign
9,7,6,516,1,0,benign,benign
9,7,6,12,0.45,0.55,malignant,malignant
9,7,6,575,1,0,benign,benign
9,7,6,324,1,0,benign,benign
9,7,6,435,0,1,malignant,malignant
9,7,6,259,0.1,0.9,malignant,benign
9,7,6,511,1,0,benign,benign
9,7,6,457,0,1,malignant,malignant
9,7,6,524,1,0,benign,benign
9,7,6,139,0.99919,0.00081,benign,benign
9,7,6,588,0,1,malignant,malignant
9,7,6,450,0.9,0.1,benign,benign
9,7,6,604,0.3,0.7,malignant,malignant
9,7,6,677,1,0,benign,benign
9,7,6,265,1,0,benign,benign
9,7,6,669,0,1,malignant,malignant
9,7,6,458,1,0,benign,benign
9,7,6,660,1,0,benign,benign
9,7,7,301,1,0,benign,benign
9,7,7,289,0.144286,0.855714,malignant,malignant
9,7,7,165,1,0,benign,benign
9,7,7,4,1,0,benign,benign
9,7,7,282,0.239496,0.760504,malignant,malignant
9,7,7,144,1,0,benign,benign
9,7,7,353,0.139496,0.860504,malignant,malignant
9,7,7,673,1,0,benign,benign
9,7,7,553,0.1,0.9,malignant,benign
9,7,7,569,0,1,malignant,malignant
9,7,7,297,0.405454,0.594546,malignant,benign
9,7,7,690,1,0,benign,benign
9,7,7,523,0.1,0.9,malignant,malignant
9,7,7,370,1,0,benign,benign
9,7,7,693,1,0,benign,benign
9,7,7,268,0,1,malignant,malignant
9,7,7,309,0.9,0.1,benign,benign
9,7,7,185,1,0,benign,benign
9,7,7,493,0,1,malignant,malignant
9,7,7,8,0.9,0.1,benign,benign
9,7,7,451,1,0,benign,benign
9,7,7,549,0.1,0.9,malignant,malignant
9,7,7,661,1,0,benign,benign
9,7,7,158,0.99973,0.00027,benign,benign
9,7,7,104,0,1,malignant,malignant
9,7,7,45,1,0,benign,benign
9,7,7,377,1,0,benign,benign
9,7,7,453,0.1,0.9,malignant,malignant
9,7,7,3,0,1,malignant,benign
9,7,7,374,1,0,benign,benign
9,7,7,46,0.039496,0.960504,malignant,malignant
9,7,7,517,1,0,benign,benign
9,7,7,490,1,0,benign,benign
9,7,7,262,0,1,malignant,malignant
9,7,7,314,1,0,benign,benign
9,7,7,270,0.1,0.9,malignant,malignant
9,7,7,415,0.7,0.3,benign,benign
9,7,7,296,0.2,0.8,malignant,benign
9,7,7,230,0.165,0.835,malignant,malignant
9,7,7,69,1,0,benign,benign
9,7,7,481,1,0,benign,benign
9,7,7,239,0.1,0.9,malignant,malignant
9,7,7,679,1,0,benign,benign
9,7,7,485,0.920792,0.079208,benign,benign
9,7,7,255,0,1,malignant,malignant
9,7,7,95,1,0,benign,benign
9,7,7,170,1,0,benign,benign
9,7,7,205,0,1,malignant,malignant
9,7,7,137,1,0,benign,benign
9,7,7,192,1,0,benign,benign
9,7,7,336,0,1,malignant,malignant
9,7,7,484,1,0,benign,benign
9,7,7,516,1,0,benign,benign
9,7,7,12,0.2,0.8,malignant,malignant
9,7,7,575,1,0,benign,benign
9,7,7,324,1,0,benign,benign
9,7,7,435,0,1,malignant,malignant
9,7,7,259,0,1,malignant,benign
9,7,7,511,1,0,benign,benign
9,7,7,457,0.1,0.9,malignant,malignant
9,7,7,524,1,0,benign,benign
9,7,7,139,0.9928,0.0072,benign,benign
9,7,7,588,0.1,0.9,malignant,malignant
9,7,7,450,1,0,benign,benign
9,7,7,604,0.1,0.9,malignant,malignant
9,7,7,677,1,0,benign,benign
9,7,7,265,1,0,benign,benign
9,7,7,669,0,1,malignant,malignant
9,7,7,458,1,0,benign,benign
9,7,7,660,1,0,benign,benign
9,8,0,62,0,1,malignant,malignant
9,8,0,475,1,0,benign,benign
9,8,0,563,1,0,benign,benign
9,8,0,483,0,1,malignant,malignant
9,8,0,346,0.8,0.2,benign,benign
9,8,0,535,1,0,benign,benign
9,8,0,109,0.1,0.9,malignant,malignant
9,8,0,431,0.9,0.1,benign,benign
9,8,0,675,0.8,0.2,benign,benign
9,8,0,668,0.1,0.9,malignant,malignant
9,8,0,116,0.8,0.2,benign,benign
9,8,0,194,1,0,benign,benign
9,8,0,175,0,1,malignant,malignant
9,8,0,469,1,0,benign,benign
9,8,0,534,1,0,benign,benign
9,8,0,99,0,1,malignant,malignant
9,8,0,492,1,0,benign,benign
9,8,0,252,0.2,0.8,malignant,benign
9,8,0,340,0.3,0.7,malignant,malignant
9,8,0,632,1,0,benign,benign
9,8,0,169,1,0,benign,benign
9,8,0,348,0.2,0.8,malignant,malignant
9,8,0,476,1,0,benign,benign
9,8,0,357,0,1,malignant,malignant
9,8,0,559,1,0,benign,benign
9,8,0,384,1,0,benign,benign
9,8,0,86,0,1,malignant,malignant
9,8,0,459,1,0,benign,benign
9,8,0,423,1,0,benign,benign
9,8,0,519,0,1,malignant,malignant
9,8,0,392,1,0,benign,benign
9,8,0,554,1,0,benign,benign
9,8,0,55,0,1,malignant,malignant
9,8,0,665,1,0,benign,benign
9,8,0,118,0.82125,0.17875,benign,benign
9,8,0,107,0.1,0.9,malignant,malignant
9,8,0,625,0.92125,0.07875,benign,benign
9,8,0,406,1,0,benign,benign
9,8,0,146,0,1,malignant,malignant
9,8,0,448,1,0,benign,benign
9,8,0,376,1,0,benign,benign
9,8,0,187,0,1,malignant,malignant
9,8,0,19,1,0,benign,benign
9,8,0,671,1,0,benign,benign
9,8,0,98,0,1,malignant,malignant
9,8,0,332,1,0,benign,benign
9,8,0,77,1,0,benign,benign
9,8,0,236,0,1,malignant,malignant
9,8,0,204,1,0,benign,benign
9,8,0,419,0.9,0.1,benign,benign
9,8,0,226,0,1,malignant,malignant
9,8,0,131,1,0,benign,benign
9,8,0,491,0.1,0.9,malignant,malignant
9,8,0,315,0,1,malignant,benign
9,8,0,593,1,0,benign,benign
9,8,0,317,0,1,malignant,malignant
9,8,0,129,0.9,0.1,benign,benign
9,8,0,91,1,0,benign,benign
9,8,0,326,0.22125,0.77875,malignant,malignant
9,8,0,578,1,0,benign,benign
9,8,0,572,1,0,benign,benign
9,8,0,295,0,1,malignant,malignant
9,8,0,601,1,0,benign,benign
9,8,0,28,1,0,benign,benign
9,8,0,67,0,1,malignant,malignant
9,8,0,321,0.97875,0.02125,benign,benign
9,8,0,96,1,0,benign,benign
9,8,0,60,0.1,0.9,malignant,malignant
9,8,0,338,1,0,benign,benign
9,8,0,580,1,0,benign,benign
9,8,1,62,0,1,malignant,malignant
9,8,1,475,1,0,benign,benign
9,8,1,563,1,0,benign,benign
9,8,1,483,0,1,malignant,malignant
9,8,1,346,1,0,benign,benign
9,8,1,535,1,0,benign,benign
9,8,1,109,0,1,malignant,malignant
9,8,1,431,0.8,0.2,benign,benign
9,8,1,675,1,0,benign,benign
9,8,1,668,0.2,0.8,malignant,malignant
9,8,1,116,0.7,0.3,benign,benign
9,8,1,194,1,0,benign,benign
9,8,1,175,0,1,malignant,malignant
9,8,1,469,1,0,benign,benign
9,8,1,534,1,0,benign,benign
9,8,1,99,0,1,malignant,malignant
9,8,1,492,1,0,benign,benign
9,8,1,252,0.1,0.9,malignant,benign
9,8,1,340,0.2,0.8,malignant,malignant
9,8,1,632,1,0,benign,benign
9,8,1,169,1,0,benign,benign
9,8,1,348,0.4,0.6,malignant,malignant
9,8,1,476,1,0,benign,benign
9,8,1,357,0,1,malignant,malignant
9,8,1,559,1,0,benign,benign
9,8,1,384,1,0,benign,benign
9,8,1,86,0.1,0.9,malignant,malignant
9,8,1,459,1,0,benign,benign
9,8,1,423,1,0,benign,benign
9,8,1,519,0.2,0.8,malignant,malignant
9,8,1,392,1,0,benign,benign
9,8,1,554,1,0,benign,benign
9,8,1,55,0,1,malignant,malignant
9,8,1,665,1,0,benign,benign
9,8,1,118,0.9,0.1,benign,benign
9,8,1,107,0.1,0.9,malignant,malignant
9,8,1,625,0.824576,0.175424,benign,benign
9,8,1,406,1,0,benign,benign
9,8,1,146,0.3,0.7,malignant,malignant
9,8,1,448,1,0,benign,benign
9,8,1,376,1,0,benign,benign
9,8,1,187,0,1,malignant,malignant
9,8,1,19,1,0,benign,benign
9,8,1,671,1,0,benign,benign
9,8,1,98,0,1,malignant,malignant
9,8,1,332,1,0,benign,benign
9,8,1,77,0.8,0.2,benign,benign
9,8,1,236,0,1,malignant,malignant
9,8,1,204,1,0,benign,benign
9,8,1,419,0.9,0.1,benign,benign
9,8,1,226,0,1,malignant,malignant
9,8,1,131,1,0,benign,benign
9,8,1,491,0.2,0.8,malignant,malignant
9,8,1,315,0.070455,0.929545,malignant,benign
9,8,1,593,1,0,benign,benign
9,8,1,317,0,1,malignant,malignant
9,8,1,129,0.9,0.1,benign,benign
9,8,1,91,1,0,benign,benign
9,8,1,326,0.324576,0.675424,malignant,malignant
9,8,1,578,1,0,benign,benign
9,8,1,572,1,0,benign,benign
9,8,1,295,0,1,malignant,malignant
9,8,1,601,1,0,benign,benign
9,8,1,28,1,0,benign,benign
9,8,1,67,0.2,0.8,malignant,malignant
9,8,1,321,0.975424,0.024576,benign,benign
9,8,1,96,1,0,benign,benign
9,8,1,60,0.3,0.7,malignant,malignant
9,8,1,338,1,0,benign,benign
9,8,1,580,1,0,benign,benign
9,8,2,62,0,1,malignant,malignant
9,8,2,475,1,0,benign,benign
9,8,2,563,1,0,benign,benign
9,8,2,483,0,1,malignant,malignant
9,8,2,346,1,0,benign,benign
9,8,2,535,1,0,benign,benign
9,8,2,109,0,1,malignant,malignant
9,8,2,431,0.9,0.1,benign,benign
9,8,2,675,0.9,0.1,benign,benign
9,8,2,668,0.1,0.9,malignant,malignant
9,8,2,116,0.9,0.1,benign,benign
9,8,2,194,1,0,benign,benign
9,8,2,175,0,1,malignant,malignant
9,8,2,469,1,0,benign,benign
9,8,2,534,1,0,benign,benign
9,8,2,99,0,1,malignant,malignant
9,8,2,492,1,0,benign,benign
9,8,2,252,0.1,0.9,malignant,benign
9,8,2,340,0.25,0.75,malignant,malignant
9,8,2,632,1,0,benign,benign
9,8,2,169,1,0,benign,benign
9,8,2,348,0.5,0.5,benign,malignant
9,8,2,476,1,0,benign,benign
9,8,2,357,0,1,malignant,malignant
9,8,2,559,1,0,benign,benign
9,8,2,384,1,0,benign,benign
9,8,2,86,0.2,0.8,malignant,malignant
9,8,2,459,1,0,benign,benign
9,8,2,423,1,0,benign,benign
9,8,2,519,0,1,malignant,malignant
9,8,2,392,1,0,benign,benign
9,8,2,554,1,0,benign,benign
9,8,2,55,0,1,malignant,malignant
9,8,2,665,1,0,benign,benign
9,8,2,118,1,0,benign,benign
9,8,2,107,0.1,0.9,malignant,malignant
9,8,2,625,0.703529,0.296471,benign,benign
9,8,2,406,1,0,benign,benign
9,8,2,146,0.4,0.6,malignant,malignant
9,8,2,448,1,0,benign,benign
9,8,2,376,1,0,benign,benign
9,8,2,187,0,1,malignant,malignant
9,8,2,19,1,0,benign,benign
9,8,2,671,1,0,benign,benign
9,8,2,98,0,1,malignant,malignant
9,8,2,332,1,0,benign,benign
9,8,2,77,1,0,benign,benign
9,8,2,236,0,1,malignant,malignant
9,8,2,204,1,0,benign,benign
9,8,2,419,0.9,0.1,benign,benign
9,8,2,226,0,1,malignant,malignant
9,8,2,131,1,0,benign,benign
9,8,2,491,0,1,malignant,malignant
9,8,2,315,0.0742,0.9258,malignant,benign
9,8,2,593,1,0,benign,benign
9,8,2,317,0,1,malignant,malignant
9,8,2,129,0.9,0.1,benign,benign
9,8,2,91,1,0,benign,benign
9,8,2,326,0.663402,0.336598,benign,malignant
9,8,2,578,1,0,benign,benign
9,8,2,572,1,0,benign,benign
9,8,2,295,0,1,malignant,malignant
9,8,2,601,1,0,benign,benign
9,8,2,28,1,0,benign,benign
9,8,2,67,0.2,0.8,malignant,malignant
9,8,2,321,0.981145,0.018855,benign,benign
9,8,2,96,1,0,benign,benign
9,8,2,60,0,1,malignant,malignant
9,8,2,338,1,0,benign,benign
9,8,2,580,1,0,benign,benign
9,8,3,62,0,1,malignant,malignant
9,8,3,475,1,0,benign,benign
9,8,3,563,1,0,benign,benign
9,8,3,483,0,1,malignant,malignant
9,8,3,346,1,0,benign,benign
9,8,3,535,1,0,benign,benign
9,8,3,109,0,1,malignant,malignant
9,8,3,431,1,0,benign,benign
9,8,3,675,1,0,benign,benign
9,8,3,668,0.2,0.8,malignant,malignant
9,8,3,116,0.55,0.45,benign,benign
9,8,3,194,1,0,benign,benign
9,8,3,175,0,1,malignant,malignant
9,8,3,469,1,0,benign,benign
9,8,3,534,1,0,benign,benign
9,8,3,99,0,1,malignant,malignant
9,8,3,492,1,0,benign,benign
9,8,3,252,0.1,0.9,malignant,benign
9,8,3,340,0,1,malignant,malignant
9,8,3,632,1,0,benign,benign
9,8,3,169,1,0,benign,benign
9,8,3,348,0.5,0.5,benign,malignant
9,8,3,476,1,0,benign,benign
9,8,3,357,0,1,malignant,malignant
9,8,3,559,1,0,benign,benign
9,8,3,384,1,0,benign,benign
9,8,3,86,0,1,malignant,malignant
9,8,3,459,1,0,benign,benign
9,8,3,423,1,0,benign,benign
9,8,3,519,0.1,0.9,malignant,malignant
9,8,3,392,1,0,benign,benign
9,8,3,554,1,0,benign,benign
9,8,3,55,0.2,0.8,malignant,malignant
9,8,3,665,1,0,benign,benign
9,8,3,118,1,0,benign,benign
9,8,3,107,0,1,malignant,malignant
9,8,3,625,0.9,0.1,benign,benign
9,8,3,406,1,0,benign,benign
9,8,3,146,0.3,0.7,malignant,malignant
9,8,3,448,1,0,benign,benign
9,8,3,376,1,0,benign,benign
9,8,3,187,0,1,malignant,malignant
9,8,3,19,1,0,benign,benign
9,8,3,671,1,0,benign,benign
9,8,3,98,0,1,malignant,malignant
9,8,3,332,1,0,benign,benign
9,8,3,77,1,0,benign,benign
9,8,3,236,0,1,malignant,malignant
9,8,3,204,1,0,benign,benign
9,8,3,419,1,0,benign,benign
9,8,3,226,0,1,malignant,malignant
9,8,3,131,1,0,benign,benign
9,8,3,491,0,1,malignant,malignant
9,8,3,315,0.036396,0.963604,malignant,benign
9,8,3,593,1,0,benign,benign
9,8,3,317,0,1,malignant,malignant
9,8,3,129,1,0,benign,benign
9,8,3,91,1,0,benign,benign
9,8,3,326,0.222907,0.777093,malignant,malignant
9,8,3,578,1,0,benign,benign
9,8,3,572,1,0,benign,benign
9,8,3,295,0,1,malignant,malignant
9,8,3,601,1,0,benign,benign
9,8,3,28,1,0,benign,benign
9,8,3,67,0.1,0.9,malignant,malignant
9,8,3,321,1,0,benign,benign
9,8,3,96,1,0,benign,benign
9,8,3,60,0.4,0.6,malignant,malignant
9,8,3,338,1,0,benign,benign
9,8,3,580,1,0,benign,benign
9,8,4,62,0,1,malignant,malignant
9,8,4,475,1,0,benign,benign
9,8,4,563,1,0,benign,benign
9,8,4,483,0,1,malignant,malignant
9,8,4,346,0.9,0.1,benign,benign
9,8,4,535,1,0,benign,benign
9,8,4,109,0,1,malignant,malignant
9,8,4,431,0.8,0.2,benign,benign
9,8,4,675,1,0,benign,benign
9,8,4,668,0.1,0.9,malignant,malignant
9,8,4,116,0.4,0.6,malignant,benign
9,8,4,194,1,0,benign,benign
9,8,4,175,0,1,malignant,malignant
9,8,4,469,1,0,benign,benign
9,8,4,534,1,0,benign,benign
9,8,4,99,0,1,malignant,malignant
9,8,4,492,0.9,0.1,benign,benign
9,8,4,252,0,1,malignant,benign
9,8,4,340,0.017308,0.982692,malignant,malignant
9,8,4,632,1,0,benign,benign
9,8,4,169,1,0,benign,benign
9,8,4,348,0.8,0.2,benign,malignant
9,8,4,476,1,0,benign,benign
9,8,4,357,0,1,malignant,malignant
9,8,4,559,1,0,benign,benign
9,8,4,384,1,0,benign,benign
9,8,4,86,0.1,0.9,malignant,malignant
9,8,4,459,1,0,benign,benign
9,8,4,423,1,0,benign,benign
9,8,4,519,0,1,malignant,malignant
9,8,4,392,1,0,benign,benign
9,8,4,554,1,0,benign,benign
9,8,4,55,0.1,0.9,malignant,malignant
9,8,4,665,1,0,benign,benign
9,8,4,118,0.9,0.1,benign,benign
9,8,4,107,0,1,malignant,malignant
9,8,4,625,0.6,0.4,benign,benign
9,8,4,406,1,0,benign,benign
9,8,4,146,0.3,0.7,malignant,malignant
9,8,4,448,1,0,benign,benign
9,8,4,376,1,0,benign,benign
9,8,4,187,0,1,malignant,malignant
9,8,4,19,1,0,benign,benign
9,8,4,671,1,0,benign,benign
9,8,4,98,0,1,malignant,malignant
9,8,4,332,1,0,benign,benign
9,8,4,77,1,0,benign,benign
9,8,4,236,0,1,malignant,malignant
9,8,4,204,1,0,benign,benign
9,8,4,419,1,0,benign,benign
9,8,4,226,0,1,malignant,malignant
9,8,4,131,1,0,benign,benign
9,8,4,491,0,1,malignant,malignant
9,8,4,315,0.203867,0.796133,malignant,benign
9,8,4,593,1,0,benign,benign
9,8,4,317,0,1,malignant,malignant
9,8,4,129,0.9,0.1,benign,benign
9,8,4,91,1,0,benign,benign
9,8,4,326,0.317308,0.682692,malignant,malignant
9,8,4,578,1,0,benign,benign
9,8,4,572,1,0,benign,benign
9,8,4,295,0,1,malignant,malignant
9,8,4,601,1,0,benign,benign
9,8,4,28,1,0,benign,benign
9,8,4,67,0,1,malignant,malignant
9,8,4,321,0.983249,0.016751,benign,benign
9,8,4,96,1,0,benign,benign
9,8,4,60,0.5,0.5,benign,malignant
9,8,4,338,1,0,benign,benign
9,8,4,580,1,0,benign,benign
9,8,5,62,0,1,malignant,malignant
9,8,5,475,1,0,benign,benign
9,8,5,563,1,0,benign,benign
9,8,5,483,0,1,malignant,malignant
9,8,5,346,1,0,benign,benign
9,8,5,535,1,0,benign,benign
9,8,5,109,0,1,malignant,malignant
9,8,5,431,1,0,benign,benign
9,8,5,675,1,0,benign,benign
9,8,5,668,0.1,0.9,malignant,malignant
9,8,5,116,0.7,0.3,benign,benign
9,8,5,194,1,0,benign,benign
9,8,5,175,0,1,malignant,malignant
9,8,5,469,1,0,benign,benign
9,8,5,534,1,0,benign,benign
9,8,5,99,0,1,malignant,malignant
9,8,5,492,1,0,benign,benign
9,8,5,252,0,1,malignant,benign
9,8,5,340,0.1,0.9,malignant,malignant
9,8,5,632,1,0,benign,benign
9,8,5,169,1,0,benign,benign
9,8,5,348,0.2,0.8,malignant,malignant
9,8,5,476,1,0,benign,benign
9,8,5,357,0,1,malignant,malignant
9,8,5,559,1,0,benign,benign
9,8,5,384,1,0,benign,benign
9,8,5,86,0.1,0.9,malignant,malignant
9,8,5,459,1,0,benign,benign
9,8,5,423,1,0,benign,benign
9,8,5,519,0,1,malignant,malignant
9,8,5,392,1,0,benign,benign
9,8,5,554,1,0,benign,benign
9,8,5,55,0,1,malignant,malignant
9,8,5,665,1,0,benign,benign
9,8,5,118,1,0,benign,benign
9,8,5,107,0,1,malignant,malignant
9,8,5,625,0.6,0.4,benign,benign
9,8,5,406,1,0,benign,benign
9,8,5,146,0.6,0.4,benign,malignant
9,8,5,448,1,0,benign,benign
9,8,5,376,1,0,benign,benign
9,8,5,187,0,1,malignant,malignant
9,8,5,19,1,0,benign,benign
9,8,5,671,1,0,benign,benign
9,8,5,98,0,1,malignant,malignant
9,8,5,332,1,0,benign,benign
9,8,5,77,1,0,benign,benign
9,8,5,236,0,1,malignant,malignant
9,8,5,204,1,0,benign,benign
9,8,5,419,0.9,0.1,benign,benign
9,8,5,226,0,1,malignant,malignant
9,8,5,131,1,0,benign,benign
9,8,5,491,0,1,malignant,malignant
9,8,5,315,0.040403,0.959597,malignant,benign
9,8,5,593,1,0,benign,benign
9,8,5,317,0,1,malignant,malignant
9,8,5,129,0.9,0.1,benign,benign
9,8,5,91,1,0,benign,benign
9,8,5,326,0.601896,0.398104,benign,malignant
9,8,5,578,1,0,benign,benign
9,8,5,572,1,0,benign,benign
9,8,5,295,0,1,malignant,malignant
9,8,5,601,1,0,benign,benign
9,8,5,28,1,0,benign,benign
9,8,5,67,0,1,malignant,malignant
9,8,5,321,0.999526,0.000474,benign,benign
9,8,5,96,1,0,benign,benign
9,8,5,60,0.2,0.8,malignant,malignant
9,8,5,338,1,0,benign,benign
9,8,5,580,1,0,benign,benign
9,8,6,62,0,1,malignant,malignant
9,8,6,475,1,0,benign,benign
9,8,6,563,1,0,benign,benign
9,8,6,483,0,1,malignant,malignant
9,8,6,346,1,0,benign,benign
9,8,6,535,1,0,benign,benign
9,8,6,109,0,1,malignant,malignant
9,8,6,431,0.9,0.1,benign,benign
9,8,6,675,1,0,benign,benign
9,8,6,668,0.4,0.6,malignant,malignant
9,8,6,116,0.5,0.5,benign,benign
9,8,6,194,1,0,benign,benign
9,8,6,175,0,1,malignant,malignant
9,8,6,469,1,0,benign,benign
9,8,6,534,1,0,benign,benign
9,8,6,99,0,1,malignant,malignant
9,8,6,492,1,0,benign,benign
9,8,6,252,0,1,malignant,benign
9,8,6,340,0.1,0.9,malignant,malignant
9,8,6,632,1,0,benign,benign
9,8,6,169,1,0,benign,benign
9,8,6,348,0.3,0.7,malignant,malignant
9,8,6,476,1,0,benign,benign
9,8,6,357,0,1,malignant,malignant
9,8,6,559,1,0,benign,benign
9,8,6,384,1,0,benign,benign
9,8,6,86,0.2,0.8,malignant,malignant
9,8,6,459,1,0,benign,benign
9,8,6,423,1,0,benign,benign
9,8,6,519,0,1,malignant,malignant
9,8,6,392,1,0,benign,benign
9,8,6,554,1,0,benign,benign
9,8,6,55,0,1,malignant,malignant
9,8,6,665,1,0,benign,benign
9,8,6,118,1,0,benign,benign
9,8,6,107,0,1,malignant,malignant
9,8,6,625,0.8,0.2,benign,benign
9,8,6,406,1,0,benign,benign
9,8,6,146,0.2,0.8,malignant,malignant
9,8,6,448,1,0,benign,benign
9,8,6,376,1,0,benign,benign
9,8,6,187,0,1,malignant,malignant
9,8,6,19,1,0,benign,benign
9,8,6,671,1,0,benign,benign
9,8,6,98,0,1,malignant,malignant
9,8,6,332,1,0,benign,benign
9,8,6,77,1,0,benign,benign
9,8,6,236,0,1,malignant,malignant
9,8,6,204,1,0,benign,benign
9,8,6,419,1,0,benign,benign
9,8,6,226,0,1,malignant,malignant
9,8,6,131,1,0,benign,benign
9,8,6,491,0,1,malignant,malignant
9,8,6,315,0.103452,0.896548,malignant,benign
9,8,6,593,1,0,benign,benign
9,8,6,317,0,1,malignant,malignant
9,8,6,129,0.9,0.1,benign,benign
9,8,6,91,1,0,benign,benign
9,8,6,326,0.7,0.3,benign,malignant
9,8,6,578,1,0,benign,benign
9,8,6,572,1,0,benign,benign
9,8,6,295,0,1,malignant,malignant
9,8,6,601,1,0,benign,benign
9,8,6,28,1,0,benign,benign
9,8,6,67,0,1,malignant,malignant
9,8,6,321,1,0,benign,benign
9,8,6,96,1,0,benign,benign
9,8,6,60,0.5,0.5,benign,malignant
9,8,6,338,1,0,benign,benign
9,8,6,580,1,0,benign,benign
9,8,7,62,0,1,malignant,malignant
9,8,7,475,1,0,benign,benign
9,8,7,563,1,0,benign,benign
9,8,7,483,0,1,malignant,malignant
9,8,7,346,1,0,benign,benign
9,8,7,535,1,0,benign,benign
9,8,7,109,0.214286,0.785714,malignant,malignant
9,8,7,431,1,0,benign,benign
9,8,7,675,1,0,benign,benign
9,8,7,668,0.3,0.7,malignant,malignant
9,8,7,116,0.4,0.6,malignant,benign
9,8,7,194,1,0,benign,benign
9,8,7,175,0,1,malignant,malignant
9,8,7,469,1,0,benign,benign
9,8,7,534,1,0,benign,benign
9,8,7,99,0,1,malignant,malignant
9,8,7,492,1,0,benign,benign
9,8,7,252,0.3,0.7,malignant,benign
9,8,7,340,0.1,0.9,malignant,malignant
9,8,7,632,1,0,benign,benign
9,8,7,169,1,0,benign,benign
9,8,7,348,0.2,0.8,malignant,malignant
9,8,7,476,1,0,benign,benign
9,8,7,357,0,1,malignant,malignant
9,8,7,559,1,0,benign,benign
9,8,7,384,1,0,benign,benign
9,8,7,86,0.5,0.5,benign,malignant
9,8,7,459,1,0,benign,benign
9,8,7,423,1,0,benign,benign
9,8,7,519,0.1,0.9,malignant,malignant
9,8,7,392,1,0,benign,benign
9,8,7,554,1,0,benign,benign
9,8,7,55,0.1,0.9,malignant,malignant
9,8,7,665,1,0,benign,benign
9,8,7,118,0.9,0.1,benign,benign
9,8,7,107,0.2,0.8,malignant,malignant
9,8,7,625,0.9,0.1,benign,benign
9,8,7,406,1,0,benign,benign
9,8,7,146,0.714286,0.285714,benign,malignant
9,8,7,448,1,0,benign,benign
9,8,7,376,1,0,benign,benign
9,8,7,187,0.1,0.9,malignant,malignant
9,8,7,19,1,0,benign,benign
9,8,7,671,1,0,benign,benign
9,8,7,98,0.2,0.8,malignant,malignant
9,8,7,332,1,0,benign,benign
9,8,7,77,1,0,benign,benign
9,8,7,236,0,1,malignant,malignant
9,8,7,204,1,0,benign,benign
9,8,7,419,1,0,benign,benign
9,8,7,226,0,1,malignant,malignant
9,8,7,131,1,0,benign,benign
9,8,7,491,0,1,malignant,malignant
9,8,7,315,0.143397,0.856603,malignant,benign
9,8,7,593,1,0,benign,benign
9,8,7,317,0.2,0.8,malignant,malignant
9,8,7,129,1,0,benign,benign
9,8,7,91,1,0,benign,benign
9,8,7,326,0.1,0.9,malignant,malignant
9,8,7,578,1,0,benign,benign
9,8,7,572,1,0,benign,benign
9,8,7,295,0,1,malignant,malignant
9,8,7,601,1,0,benign,benign
9,8,7,28,1,0,benign,benign
9,8,7,67,0.2,0.8,malignant,malignant
9,8,7,321,0.999731,0.000269,benign,benign
9,8,7,96,1,0,benign,benign
9,8,7,60,0.4,0.6,malignant,malignant
9,8,7,338,1,0,benign,benign
9,8,7,580,1,0,benign,benign
9,9,0,84,0,1,malignant,malignant
9,9,0,66,1,0,benign,benign
9,9,0,627,0.92125,0.07875,benign,benign
9,9,0,697,0.1,0.9,malignant,malignant
9,9,0,40,0,1,malignant,benign
9,9,0,663,1,0,benign,benign
9,9,0,304,0.1,0.9,malignant,malignant
9,9,0,207,1,0,benign,benign
9,9,0,157,1,0,benign,benign
9,9,0,167,0,1,malignant,malignant
9,9,0,196,0,1,malignant,benign
9,9,0,546,0,1,malignant,malignant
9,9,0,30,1,0,benign,benign
9,9,0,16,1,0,benign,benign
9,9,0,633,0,1,malignant,malignant
9,9,0,439,1,0,benign,benign
9,9,0,89,1,0,benign,benign
9,9,0,183,0,1,malignant,malignant
9,9,0,649,1,0,benign,benign
9,9,0,529,1,0,benign,benign
9,9,0,14,0,1,malignant,malignant
9,9,0,88,1,0,benign,benign
9,9,0,276,1,0,benign,benign
9,9,0,636,0,1,malignant,malignant
9,9,0,303,1,0,benign,benign
9,9,0,27,1,0,benign,benign
9,9,0,5,0,1,malignant,malignant
9,9,0,64,1,0,benign,benign
9,9,0,375,1,0,benign,benign
9,9,0,570,0.2,0.8,malignant,malignant
9,9,0,645,1,0,benign,benign
9,9,0,280,1,0,benign,benign
9,9,0,253,0,1,malignant,malignant
9,9,0,17,1,0,benign,benign
9,9,0,354,1,0,benign,benign
9,9,0,18,0,1,malignant,malignant
9,9,0,653,1,0,benign,benign
9,9,0,531,1,0,benign,benign
9,9,0,329,0,1,malignant,malignant
9,9,0,145,0.97875,0.02125,benign,benign
9,9,0,223,0.1,0.9,malignant,malignant
9,9,0,193,1,0,benign,benign
9,9,0,351,1,0,benign,benign
9,9,0,412,0,1,malignant,malignant
9,9,0,417,1,0,benign,benign
9,9,0,544,1,0,benign,benign
9,9,0,467,0,1,malignant,malignant
9,9,0,7,1,0,benign,benign
9,9,0,92,1,0,benign,benign
9,9,0,323,0.1,0.9,malignant,malignant
9,9,0,181,1,0,benign,benign
9,9,0,216,1,0,benign,benign
9,9,0,44,0,1,malignant,malignant
9,9,0,461,0.92125,0.07875,benign,benign
9,9,0,61,1,0,benign,benign
9,9,0,489,0.8,0.2,benign,malignant
9,9,0,635,0.8,0.2,benign,benign
9,9,0,615,1,0,benign,benign
9,9,0,160,0,1,malignant,malignant
9,9,0,378,0.8,0.2,benign,benign
9,9,0,248,0.5,0.5,benign,benign
9,9,0,530,0,1,malignant,malignant
9,9,0,228,1,0,benign,benign
9,9,0,478,1,0,benign,benign
9,9,0,218,0,1,malignant,malignant
9,9,0,494,0.62125,0.37875,benign,benign
9,9,0,37,1,0,benign,benign
9,9,0,288,0.32125,0.67875,malignant,malignant
9,9,0,94,1,0,benign,benign
9,9,1,84,0,1,malignant,malignant
9,9,1,66,1,0,benign,benign
9,9,1,627,0.924576,0.075424,benign,benign
9,9,1,697,0,1,malignant,malignant
9,9,1,40,0,1,malignant,benign
9,9,1,663,1,0,benign,benign
9,9,1,304,0.1,0.9,malignant,malignant
9,9,1,207,1,0,benign,benign
9,9,1,157,1,0,benign,benign
9,9,1,167,0,1,malignant,malignant
9,9,1,196,0,1,malignant,benign
9,9,1,546,0,1,malignant,malignant
9,9,1,30,1,0,benign,benign
9,9,1,16,1,0,benign,benign
9,9,1,633,0.1,0.9,malignant,malignant
9,9,1,439,1,0,benign,benign
9,9,1,89,1,0,benign,benign
9,9,1,183,0,1,malignant,malignant
9,9,1,649,1,0,benign,benign
9,9,1,529,1,0,benign,benign
9,9,1,14,0,1,malignant,malignant
9,9,1,88,1,0,benign,benign
9,9,1,276,1,0,benign,benign
9,9,1,636,0,1,malignant,malignant
9,9,1,303,1,0,benign,benign
9,9,1,27,1,0,benign,benign
9,9,1,5,0,1,malignant,malignant
9,9,1,64,1,0,benign,benign
9,9,1,375,1,0,benign,benign
9,9,1,570,0,1,malignant,malignant
9,9,1,645,1,0,benign,benign
9,9,1,280,1,0,benign,benign
9,9,1,253,0.1,0.9,malignant,malignant
9,9,1,17,1,0,benign,benign
9,9,1,354,1,0,benign,benign
9,9,1,18,0,1,malignant,malignant
9,9,1,653,1,0,benign,benign
9,9,1,531,1,0,benign,benign
9,9,1,329,0,1,malignant,malignant
9,9,1,145,0.971975,0.028025,benign,benign
9,9,1,223,0.1,0.9,malignant,malignant
9,9,1,193,1,0,benign,benign
9,9,1,351,1,0,benign,benign
9,9,1,412,0,1,malignant,malignant
9,9,1,417,1,0,benign,benign
9,9,1,544,1,0,benign,benign
9,9,1,467,0,1,malignant,malignant
9,9,1,7,1,0,benign,benign
9,9,1,92,1,0,benign,benign
9,9,1,323,0.2,0.8,malignant,malignant
9,9,1,181,1,0,benign,benign
9,9,1,216,1,0,benign,benign
9,9,1,44,0,1,malignant,malignant
9,9,1,461,0.924576,0.075424,benign,benign
9,9,1,61,1,0,benign,benign
9,9,1,489,0.6,0.4,benign,malignant
9,9,1,635,1,0,benign,benign
9,9,1,615,1,0,benign,benign
9,9,1,160,0,1,malignant,malignant
9,9,1,378,0.9,0.1,benign,benign
9,9,1,248,0.9,0.1,benign,benign
9,9,1,530,0.1,0.9,malignant,malignant
9,9,1,228,1,0,benign,benign
9,9,1,478,1,0,benign,benign
9,9,1,218,0,1,malignant,malignant
9,9,1,494,0.624576,0.375424,benign,benign
9,9,1,37,0.9,0.1,benign,benign
9,9,1,288,0.424576,0.575424,malignant,malignant
9,9,1,94,1,0,benign,benign
9,9,2,84,0.2,0.8,malignant,malignant
9,9,2,66,1,0,benign,benign
9,9,2,627,0.95,0.05,benign,benign
9,9,2,697,0,1,malignant,malignant
9,9,2,40,0.0592,0.9408,malignant,benign
9,9,2,663,1,0,benign,benign
9,9,2,304,0,1,malignant,malignant
9,9,2,207,1,0,benign,benign
9,9,2,157,1,0,benign,benign
9,9,2,167,0.1,0.9,malignant,malignant
9,9,2,196,0,1,malignant,benign
9,9,2,546,0,1,malignant,malignant
9,9,2,30,1,0,benign,benign
9,9,2,16,1,0,benign,benign
9,9,2,633,0,1,malignant,malignant
9,9,2,439,1,0,benign,benign
9,9,2,89,1,0,benign,benign
9,9,2,183,0,1,malignant,malignant
9,9,2,649,1,0,benign,benign
9,9,2,529,1,0,benign,benign
9,9,2,14,0,1,malignant,malignant
9,9,2,88,1,0,benign,benign
9,9,2,276,1,0,benign,benign
9,9,2,636,0.1,0.9,malignant,malignant
9,9,2,303,1,0,benign,benign
9,9,2,27,1,0,benign,benign
9,9,2,5,0,1,malignant,malignant
9,9,2,64,1,0,benign,benign
9,9,2,375,1,0,benign,benign
9,9,2,570,0,1,malignant,malignant
9,9,2,645,1,0,benign,benign
9,9,2,280,1,0,benign,benign
9,9,2,253,0,1,malignant,malignant
9,9,2,17,1,0,benign,benign
9,9,2,354,1,0,benign,benign
9,9,2,18,0,1,malignant,malignant
9,9,2,653,1,0,benign,benign
9,9,2,531,1,0,benign,benign
9,9,2,329,0,1,malignant,malignant
9,9,2,145,0.937364,0.062636,benign,benign
9,9,2,223,0,1,malignant,malignant
9,9,2,193,1,0,benign,benign
9,9,2,351,1,0,benign,benign
9,9,2,412,0,1,malignant,malignant
9,9,2,417,1,0,benign,benign
9,9,2,544,1,0,benign,benign
9,9,2,467,0,1,malignant,malignant
9,9,2,7,1,0,benign,benign
9,9,2,92,1,0,benign,benign
9,9,2,323,0,1,malignant,malignant
9,9,2,181,1,0,benign,benign
9,9,2,216,1,0,benign,benign
9,9,2,44,0.1,0.9,malignant,malignant
9,9,2,461,0.853529,0.146471,benign,benign
9,9,2,61,1,0,benign,benign
9,9,2,489,0.4,0.6,malignant,malignant
9,9,2,635,1,0,benign,benign
9,9,2,615,1,0,benign,benign
9,9,2,160,0,1,malignant,malignant
9,9,2,378,1,0,benign,benign
9,9,2,248,0.9,0.1,benign,benign
9,9,2,530,0,1,malignant,malignant
9,9,2,228,1,0,benign,benign
9,9,2,478,1,0,benign,benign
9,9,2,218,0,1,malignant,malignant
9,9,2,494,0.216931,0.783069,malignant,benign
9,9,2,37,1,0,benign,benign
9,9,2,288,0.613402,0.386598,benign,malignant
9,9,2,94,1,0,benign,benign
9,9,3,84,0,1,malignant,malignant
9,9,3,66,1,0,benign,benign
9,9,3,627,1,0,benign,benign
9,9,3,697,0,1,malignant,malignant
9,9,3,40,0,1,malignant,benign
9,9,3,663,1,0,benign,benign
9,9,3,304,0,1,malignant,malignant
9,9,3,207,1,0,benign,benign
9,9,3,157,1,0,benign,benign
9,9,3,167,0.1,0.9,malignant,malignant
9,9,3,196,0,1,malignant,benign
9,9,3,546,0,1,malignant,malignant
9,9,3,30,1,0,benign,benign
9,9,3,16,1,0,benign,benign
9,9,3,633,0,1,malignant,malignant
9,9,3,439,1,0,benign,benign
9,9,3,89,1,0,benign,benign
9,9,3,183,0,1,malignant,malignant
9,9,3,649,1,0,benign,benign
9,9,3,529,1,0,benign,benign
9,9,3,14,0,1,malignant,malignant
9,9,3,88,1,0,benign,benign
9,9,3,276,1,0,benign,benign
9,9,3,636,0,1,malignant,malignant
9,9,3,303,1,0,benign,benign
9,9,3,27,1,0,benign,benign
9,9,3,5,0,1,malignant,malignant
9,9,3,64,1,0,benign,benign
9,9,3,375,1,0,benign,benign
9,9,3,570,0,1,malignant,malignant
9,9,3,645,1,0,benign,benign
9,9,3,280,1,0,benign,benign
9,9,3,253,0.1,0.9,malignant,malignant
9,9,3,17,1,0,benign,benign
9,9,3,354,1,0,benign,benign
9,9,3,18,0,1,malignant,malignant
9,9,3,653,1,0,benign,benign
9,9,3,531,1,0,benign,benign
9,9,3,329,0,1,malignant,malignant
9,9,3,145,0.986614,0.013386,benign,benign
9,9,3,223,0.2,0.8,malignant,malignant
9,9,3,193,1,0,benign,benign
9,9,3,351,1,0,benign,benign
9,9,3,412,0,1,malignant,malignant
9,9,3,417,1,0,benign,benign
9,9,3,544,1,0,benign,benign
9,9,3,467,0,1,malignant,malignant
9,9,3,7,1,0,benign,benign
9,9,3,92,1,0,benign,benign
9,9,3,323,0,1,malignant,malignant
9,9,3,181,1,0,benign,benign
9,9,3,216,1,0,benign,benign
9,9,3,44,0,1,malignant,malignant
9,9,3,461,1,0,benign,benign
9,9,3,61,1,0,benign,benign
9,9,3,489,0.5,0.5,benign,malignant
9,9,3,635,1,0,benign,benign
9,9,3,615,1,0,benign,benign
9,9,3,160,0,1,malignant,malignant
9,9,3,378,0.9,0.1,benign,benign
9,9,3,248,1,0,benign,benign
9,9,3,530,0.1,0.9,malignant,malignant
9,9,3,228,1,0,benign,benign
9,9,3,478,1,0,benign,benign
9,9,3,218,0,1,malignant,malignant
9,9,3,494,0.3,0.7,malignant,benign
9,9,3,37,1,0,benign,benign
9,9,3,288,0.322907,0.677093,malignant,malignant
9,9,3,94,1,0,benign,benign
9,9,4,84,0,1,malignant,malignant
9,9,4,66,1,0,benign,benign
9,9,4,627,0.917308,0.082692,benign,benign
9,9,4,697,0.3,0.7,malignant,malignant
9,9,4,40,0.001274,0.998726,malignant,benign
9,9,4,663,1,0,benign,benign
9,9,4,304,0,1,malignant,malignant
9,9,4,207,1,0,benign,benign
9,9,4,157,1,0,benign,benign
9,9,4,167,0.2,0.8,malignant,malignant
9,9,4,196,0,1,malignant,benign
9,9,4,546,0,1,malignant,malignant
9,9,4,30,0.9,0.1,benign,benign
9,9,4,16,1,0,benign,benign
9,9,4,633,0,1,malignant,malignant
9,9,4,439,1,0,benign,benign
9,9,4,89,1,0,benign,benign
9,9,4,183,0,1,malignant,malignant
9,9,4,649,1,0,benign,benign
9,9,4,529,0.9,0.1,benign,benign
9,9,4,14,0,1,malignant,malignant
9,9,4,88,1,0,benign,benign
9,9,4,276,1,0,benign,benign
9,9,4,636,0,1,malignant,malignant
9,9,4,303,1,0,benign,benign
9,9,4,27,1,0,benign,benign
9,9,4,5,0,1,malignant,malignant
9,9,4,64,1,0,benign,benign
9,9,4,375,1,0,benign,benign
9,9,4,570,0,1,malignant,malignant
9,9,4,645,1,0,benign,benign
9,9,4,280,1,0,benign,benign
9,9,4,253,0,1,malignant,malignant
9,9,4,17,1,0,benign,benign
9,9,4,354,1,0,benign,benign
9,9,4,18,0,1,malignant,malignant
9,9,4,653,1,0,benign,benign
9,9,4,531,1,0,benign,benign
9,9,4,329,0,1,malignant,malignant
9,9,4,145,0.872818,0.127182,benign,benign
9,9,4,223,0,1,malignant,malignant
9,9,4,193,1,0,benign,benign
9,9,4,351,1,0,benign,benign
9,9,4,412,0,1,malignant,malignant
9,9,4,417,1,0,benign,benign
9,9,4,544,1,0,benign,benign
9,9,4,467,0,1,malignant,malignant
9,9,4,7,1,0,benign,benign
9,9,4,92,1,0,benign,benign
9,9,4,323,0.1,0.9,malignant,malignant
9,9,4,181,1,0,benign,benign
9,9,4,216,1,0,benign,benign
9,9,4,44,0,1,malignant,malignant
9,9,4,461,0.917308,0.082692,benign,benign
9,9,4,61,1,0,benign,benign
9,9,4,489,0.5,0.5,benign,malignant
9,9,4,635,1,0,benign,benign
9,9,4,615,1,0,benign,benign
9,9,4,160,0,1,malignant,malignant
9,9,4,378,1,0,benign,benign
9,9,4,248,1,0,benign,benign
9,9,4,530,0,1,malignant,malignant
9,9,4,228,1,0,benign,benign
9,9,4,478,1,0,benign,benign
9,9,4,218,0,1,malignant,malignant
9,9,4,494,0.4,0.6,malignant,benign
9,9,4,37,1,0,benign,benign
9,9,4,288,0.3,0.7,malignant,malignant
9,9,4,94,1,0,benign,benign
9,9,5,84,0,1,malignant,malignant
9,9,5,66,1,0,benign,benign
9,9,5,627,0.901896,0.098104,benign,benign
9,9,5,697,0.1,0.9,malignant,malignant
9,9,5,40,0,1,malignant,benign
9,9,5,663,1,0,benign,benign
9,9,5,304,0,1,malignant,malignant
9,9,5,207,1,0,benign,benign
9,9,5,157,1,0,benign,benign
9,9,5,167,0,1,malignant,malignant
9,9,5,196,0,1,malignant,benign
9,9,5,546,0,1,malignant,malignant
9,9,5,30,1,0,benign,benign
9,9,5,16,1,0,benign,benign
9,9,5,633,0,1,malignant,malignant
9,9,5,439,1,0,benign,benign
9,9,5,89,1,0,benign,benign
9,9,5,183,0,1,malignant,malignant
9,9,5,649,1,0,benign,benign
9,9,5,529,1,0,benign,benign
9,9,5,14,0,1,malignant,malignant
9,9,5,88,1,0,benign,benign
9,9,5,276,1,0,benign,benign
9,9,5,636,0,1,malignant,malignant
9,9,5,303,1,0,benign,benign
9,9,5,27,1,0,benign,benign
9,9,5,5,0,1,malignant,malignant
9,9,5,64,1,0,benign,benign
9,9,5,375,1,0,benign,benign
9,9,5,570,0,1,malignant,malignant
9,9,5,645,1,0,benign,benign
9,9,5,280,1,0,benign,benign
9,9,5,253,0,1,malignant,malignant
9,9,5,17,1,0,benign,benign
9,9,5,354,1,0,benign,benign
9,9,5,18,0,1,malignant,malignant
9,9,5,653,1,0,benign,benign
9,9,5,531,1,0,benign,benign
9,9,5,329,0,1,malignant,malignant
9,9,5,145,0.805113,0.194887,benign,benign
9,9,5,223,0,1,malignant,malignant
9,9,5,193,1,0,benign,benign
9,9,5,351,1,0,benign,benign
9,9,5,412,0,1,malignant,malignant
9,9,5,417,1,0,benign,benign
9,9,5,544,1,0,benign,benign
9,9,5,467,0,1,malignant,malignant
9,9,5,7,1,0,benign,benign
9,9,5,92,1,0,benign,benign
9,9,5,323,0,1,malignant,malignant
9,9,5,181,1,0,benign,benign
9,9,5,216,1,0,benign,benign
9,9,5,44,0,1,malignant,malignant
9,9,5,461,0.901896,0.098104,benign,benign
9,9,5,61,1,0,benign,benign
9,9,5,489,0.7,0.3,benign,malignant
9,9,5,635,1,0,benign,benign
9,9,5,615,1,0,benign,benign
9,9,5,160,0,1,malignant,malignant
9,9,5,378,1,0,benign,benign
9,9,5,248,1,0,benign,benign
9,9,5,530,0,1,malignant,malignant
9,9,5,228,1,0,benign,benign
9,9,5,478,1,0,benign,benign
9,9,5,218,0,1,malignant,malignant
9,9,5,494,0.404323,0.595677,malignant,benign
9,9,5,37,0.8,0.2,benign,benign
9,9,5,288,0.2,0.8,malignant,malignant
9,9,5,94,1,0,benign,benign
9,9,6,84,0,1,malignant,malignant
9,9,6,66,1,0,benign,benign
9,9,6,627,1,0,benign,benign
9,9,6,697,0,1,malignant,malignant
9,9,6,40,0,1,malignant,benign
9,9,6,663,1,0,benign,benign
9,9,6,304,0,1,malignant,malignant
9,9,6,207,1,0,benign,benign
9,9,6,157,1,0,benign,benign
9,9,6,167,0,1,malignant,malignant
9,9,6,196,0,1,malignant,benign
9,9,6,546,0,1,malignant,malignant
9,9,6,30,1,0,benign,benign
9,9,6,16,1,0,benign,benign
9,9,6,633,0.2,0.8,malignant,malignant
9,9,6,439,1,0,benign,benign
9,9,6,89,1,0,benign,benign
9,9,6,183,0,1,malignant,malignant
9,9,6,649,1,0,benign,benign
9,9,6,529,1,0,benign,benign
9,9,6,14,0,1,malignant,malignant
9,9,6,88,1,0,benign,benign
9,9,6,276,1,0,benign,benign
9,9,6,636,0,1,malignant,malignant
9,9,6,303,1,0,benign,benign
9,9,6,27,1,0,benign,benign
9,9,6,5,0,1,malignant,malignant
9,9,6,64,1,0,benign,benign
9,9,6,375,1,0,benign,benign
9,9,6,570,0.1,0.9,malignant,malignant
9,9,6,645,1,0,benign,benign
9,9,6,280,1,0,benign,benign
9,9,6,253,0.1,0.9,malignant,malignant
9,9,6,17,1,0,benign,benign
9,9,6,354,1,0,benign,benign
9,9,6,18,0,1,malignant,malignant
9,9,6,653,1,0,benign,benign
9,9,6,531,1,0,benign,benign
9,9,6,329,0,1,malignant,malignant
9,9,6,145,0.959136,0.040864,benign,benign
9,9,6,223,0,1,malignant,malignant
9,9,6,193,1,0,benign,benign
9,9,6,351,1,0,benign,benign
9,9,6,412,0,1,malignant,malignant
9,9,6,417,1,0,benign,benign
9,9,6,544,1,0,benign,benign
9,9,6,467,0,1,malignant,malignant
9,9,6,7,1,0,benign,benign
9,9,6,92,1,0,benign,benign
9,9,6,323,0.2,0.8,malignant,malignant
9,9,6,181,1,0,benign,benign
9,9,6,216,1,0,benign,benign
9,9,6,44,0,1,malignant,malignant
9,9,6,461,1,0,benign,benign
9,9,6,61,1,0,benign,benign
9,9,6,489,0.8,0.2,benign,malignant
9,9,6,635,1,0,benign,benign
9,9,6,615,1,0,benign,benign
9,9,6,160,0,1,malignant,malignant
9,9,6,378,1,0,benign,benign
9,9,6,248,1,0,benign,benign
9,9,6,530,0,1,malignant,malignant
9,9,6,228,1,0,benign,benign
9,9,6,478,1,0,benign,benign
9,9,6,218,0,1,malignant,malignant
9,9,6,494,0.7,0.3,benign,benign
9,9,6,37,1,0,benign,benign
9,9,6,288,0.5,0.5,benign,malignant
9,9,6,94,1,0,benign,benign
9,9,7,84,0,1,malignant,malignant
9,9,7,66,1,0,benign,benign
9,9,7,627,1,0,benign,benign
9,9,7,697,0.2,0.8,malignant,malignant
9,9,7,40,0.040625,0.959375,malignant,benign
9,9,7,663,1,0,benign,benign
9,9,7,304,0,1,malignant,malignant
9,9,7,207,1,0,benign,benign
9,9,7,157,1,0,benign,benign
9,9,7,167,0,1,malignant,malignant
9,9,7,196,0,1,malignant,benign
9,9,7,546,0,1,malignant,malignant
9,9,7,30,1,0,benign,benign
9,9,7,16,1,0,benign,benign
9,9,7,633,0,1,malignant,malignant
9,9,7,439,1,0,benign,benign
9,9,7,89,1,0,benign,benign
9,9,7,183,0,1,malignant,malignant
9,9,7,649,1,0,benign,benign
9,9,7,529,1,0,benign,benign
9,9,7,14,0,1,malignant,malignant
9,9,7,88,1,0,benign,benign
9,9,7,276,1,0,benign,benign
9,9,7,636,0,1,malignant,malignant
9,9,7,303,1,0,benign,benign
9,9,7,27,1,0,benign,benign
9,9,7,5,0,1,malignant,malignant
9,9,7,64,1,0,benign,benign
9,9,7,375,1,0,benign,benign
9,9,7,570,0,1,malignant,malignant
9,9,7,645,1,0,benign,benign
9,9,7,280,1,0,benign,benign
9,9,7,253,0,1,malignant,malignant
9,9,7,17,1,0,benign,benign
9,9,7,354,1,0,benign,benign
9,9,7,18,0,1,malignant,malignant
9,9,7,653,1,0,benign,benign
9,9,7,531,1,0,benign,benign
9,9,7,329,0,1,malignant,malignant
9,9,7,145,0.999732,0.000268,benign,benign
9,9,7,223,0,1,malignant,malignant
9,9,7,193,1,0,benign,benign
9,9,7,351,1,0,benign,benign
9,9,7,412,0,1,malignant,malignant
9,9,7,417,1,0,benign,benign
9,9,7,544,1,0,benign,benign
9,9,7,467,0,1,malignant,malignant
9,9,7,7,1,0,benign,benign
9,9,7,92,1,0,benign,benign
9,9,7,323,0,1,malignant,malignant
9,9,7,181,1,0,benign,benign
9,9,7,216,1,0,benign,benign
9,9,7,44,0,1,malignant,malignant
9,9,7,461,1,0,benign,benign
9,9,7,61,1,0,benign,benign
9,9,7,489,0.6,0.4,benign,malignant
9,9,7,635,1,0,benign,benign
9,9,7,615,1,0,benign,benign
9,9,7,160,0,1,malignant,malignant
9,9,7,378,1,0,benign,benign
9,9,7,248,0.9,0.1,benign,benign
9,9,7,530,0,1,malignant,malignant
9,9,7,228,1,0,benign,benign
9,9,7,478,1,0,benign,benign
9,9,7,218,0.1,0.9,malignant,malignant
9,9,7,494,0.6,0.4,benign,benign
9,9,7,37,0.8,0.2,benign,benign
9,9,7,288,0.5,0.5,benign,malignant
9,9,7,94,1,0,benign,benign