@relation openml_task_1714_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
0,0,0,38,0.26,0.74,malignant,malignant
0,0,0,561,1,0,benign,benign
0,0,0,100,0.18,0.82,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
0,0,0,608,0.21,0.79,malignant,malignant
0,0,0,552,0.98,0.02,benign,benign
0,0,0,577,1,0,benign,benign
0,0,0,348,0.69,0.31,benign,malignant
0,0,0,81,1,0,benign,benign
0,0,0,37,0.88,0.12,benign,benign
0,0,0,166,0.09,0.91,malignant,malignant
0,0,0,447,1,0,benign,benign
0,0,0,521,1,0,benign,benign
0,0,0,173,0.01,0.99,malignant,malignant
0,0,0,168,1,0,benign,benign
0,0,0,657,0.55,0.45,benign,benign
0,0,0,109,0.08,0.92,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
0,0,0,493,0.02,0.98,malignant,malignant
0,0,0,593,1,0,benign,benign
0,0,0,334,0.01,0.99,malignant,malignant
0,0,0,419,0.95,0.05,benign,benign
0,0,0,559,1,0,benign,benign
0,0,0,299,0.29,0.71,malignant,malignant
0,0,0,645,1,0,benign,benign
0,0,0,635,0.97,0.03,benign,benign
0,0,0,188,0.09,0.91,malignant,malignant
0,0,0,512,1,0,benign,benign
0,0,0,143,0.99,0.01,benign,benign
0,0,0,112,0.21,0.79,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
0,0,0,360,0.01,0.99,malignant,malignant
0,0,0,485,1,0,benign,benign
0,0,0,195,1,0,benign,benign
0,0,0,62,0.04,0.96,malignant,malignant
0,0,0,248,0.9,0.1,benign,benign
0,0,0,298,0.59,0.41,benign,benign
0,0,0,58,0.81,0.19,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
0,0,0,263,0.05,0.95,malignant,malignant
0,0,0,408,0.98,0.02,benign,benign
0,0,0,416,0.08,0.92,malignant,malignant
0,0,0,148,0.79,0.21,benign,benign
0,0,0,647,1,0,benign,benign
0,0,0,68,0.13,0.87,malignant,malignant
0,0,0,79,1,0,benign,benign
0,0,0,296,0.56,0.44,benign,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
0,0,1,38,0.13,0.87,malignant,malignant
0,0,1,561,1,0,benign,benign
0,0,1,100,0.132437,0.867563,malignant,malignant
0,0,1,269,1,0,benign,benign
0,0,1,654,1,0,benign,benign
0,0,1,466,0.04,0.96,malignant,malignant
0,0,1,641,1,0,benign,benign
0,0,1,535,0.99,0.01,benign,benign
0,0,1,608,0.12,0.88,malignant,malignant
0,0,1,552,0.95,0.05,benign,benign
0,0,1,577,1,0,benign,benign
0,0,1,348,0.56,0.44,benign,malignant
0,0,1,81,1,0,benign,benign
0,0,1,37,0.81,0.19,benign,benign
0,0,1,166,0.21,0.79,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
0,0,1,657,0.83,0.17,benign,benign
0,0,1,109,0.06,0.94,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
0,0,1,32,0.07,0.93,malignant,malignant
0,0,1,518,1,0,benign,benign
0,0,1,397,1,0,benign,benign
0,0,1,493,0.04,0.96,malignant,malignant
0,0,1,593,1,0,benign,benign
0,0,1,334,0.07,0.93,malignant,malignant
0,0,1,419,0.92,0.08,benign,benign
0,0,1,559,1,0,benign,benign
0,0,1,299,0.17,0.83,malignant,malignant
0,0,1,645,1,0,benign,benign
0,0,1,635,0.95,0.05,benign,benign
0,0,1,188,0.04,0.96,malignant,malignant
0,0,1,512,1,0,benign,benign
0,0,1,143,0.982437,0.017563,benign,benign
0,0,1,112,0.06,0.94,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
0,0,1,8,0.98,0.02,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
0,0,1,62,0.142437,0.857563,malignant,malignant
0,0,1,248,0.94,0.06,benign,benign
0,0,1,298,0.62,0.38,benign,benign
0,0,1,58,0.622437,0.377563,benign,malignant
0,0,1,442,1,0,benign,benign
0,0,1,429,1,0,benign,benign
0,0,1,514,0.01,0.99,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
0,0,1,408,0.93,0.07,benign,benign
0,0,1,416,0.06,0.94,malignant,malignant
0,0,1,148,0.74,0.26,benign,benign
0,0,1,647,1,0,benign,benign
0,0,1,68,0.06,0.94,malignant,malignant
0,0,1,79,1,0,benign,benign
0,0,1,296,0.34,0.66,malignant,benign
0,0,1,391,0.03,0.97,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
0,0,2,38,0.16,0.84,malignant,malignant
0,0,2,561,1,0,benign,benign
0,0,2,100,0.09,0.91,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
0,0,2,608,0.23,0.77,malignant,malignant
0,0,2,552,0.96,0.04,benign,benign
0,0,2,577,1,0,benign,benign
0,0,2,348,0.59,0.41,benign,malignant
0,0,2,81,1,0,benign,benign
0,0,2,37,0.88,0.12,benign,benign
0,0,2,166,0.08,0.92,malignant,malignant
0,0,2,447,1,0,benign,benign
0,0,2,521,1,0,benign,benign
0,0,2,173,0.03,0.97,malignant,malignant
0,0,2,168,1,0,benign,benign
0,0,2,657,0.62,0.38,benign,benign
0,0,2,109,0.08,0.92,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
0,0,2,32,0.06,0.94,malignant,malignant
0,0,2,518,1,0,benign,benign
0,0,2,397,1,0,benign,benign
0,0,2,493,0.06,0.94,malignant,malignant
0,0,2,593,1,0,benign,benign
0,0,2,334,0.09,0.91,malignant,malignant
0,0,2,419,0.79,0.21,benign,benign
0,0,2,559,1,0,benign,benign
0,0,2,299,0.241167,0.758833,malignant,malignant
0,0,2,645,1,0,benign,benign
0,0,2,635,0.98,0.02,benign,benign
0,0,2,188,0.02,0.98,malignant,malignant
0,0,2,512,1,0,benign,benign
0,0,2,143,1,0,benign,benign
0,0,2,112,0.04,0.96,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
0,0,2,8,0.99,0.01,benign,benign
0,0,2,360,0.03,0.97,malignant,malignant
0,0,2,485,1,0,benign,benign
0,0,2,195,1,0,benign,benign
0,0,2,62,0.26,0.74,malignant,malignant
0,0,2,248,0.91,0.09,benign,benign
0,0,2,298,0.68,0.32,benign,benign
0,0,2,58,0.574895,0.425105,benign,malignant
0,0,2,442,1,0,benign,benign
0,0,2,429,1,0,benign,benign
0,0,2,514,0.03,0.97,malignant,malignant
0,0,2,365,1,0,benign,benign
0,0,2,30,1,0,benign,benign
0,0,2,263,0,1,malignant,malignant
0,0,2,408,0.9,0.1,benign,benign
0,0,2,416,0.17,0.83,malignant,malignant
0,0,2,148,0.63,0.37,benign,benign
0,0,2,647,1,0,benign,benign
0,0,2,68,0.02,0.98,malignant,malignant
0,0,2,79,1,0,benign,benign
0,0,2,296,0.27,0.73,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
0,0,3,38,0.14,0.86,malignant,malignant
0,0,3,561,1,0,benign,benign
0,0,3,100,0.02,0.98,malignant,malignant
0,0,3,269,1,0,benign,benign
0,0,3,654,1,0,benign,benign
0,0,3,466,0.01,0.99,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
0,0,3,552,0.93,0.07,benign,benign
0,0,3,577,1,0,benign,benign
0,0,3,348,0.47,0.53,malignant,malignant
0,0,3,81,1,0,benign,benign
0,0,3,37,0.82,0.18,benign,benign
0,0,3,166,0.21,0.79,malignant,malignant
0,0,3,447,1,0,benign,benign
0,0,3,521,0.99,0.01,benign,benign
0,0,3,173,0,1,malignant,malignant
0,0,3,168,1,0,benign,benign
0,0,3,657,0.57,0.43,benign,benign
0,0,3,109,0.04,0.96,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
0,0,3,32,0.02,0.98,malignant,malignant
0,0,3,518,1,0,benign,benign
0,0,3,397,1,0,benign,benign
0,0,3,493,0.03,0.97,malignant,malignant
0,0,3,593,1,0,benign,benign
0,0,3,334,0.04,0.96,malignant,malignant
0,0,3,419,0.8,0.2,benign,benign
0,0,3,559,1,0,benign,benign
0,0,3,299,0.17,0.83,malignant,malignant
0,0,3,645,1,0,benign,benign
0,0,3,635,0.99,0.01,benign,benign
0,0,3,188,0.01,0.99,malignant,malignant
0,0,3,512,1,0,benign,benign
0,0,3,143,0.980643,0.019357,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
0,0,3,62,0.12,0.88,malignant,malignant
0,0,3,248,0.75,0.25,benign,benign
0,0,3,298,0.69,0.31,benign,benign
0,0,3,58,0.643643,0.356357,benign,malignant
0,0,3,442,1,0,benign,benign
0,0,3,429,1,0,benign,benign
0,0,3,514,0.01,0.99,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
0,0,3,416,0.11,0.89,malignant,malignant
0,0,3,148,0.58,0.42,benign,benign
0,0,3,647,1,0,benign,benign
0,0,3,68,0.03,0.97,malignant,malignant
0,0,3,79,1,0,benign,benign
0,0,3,296,0.27,0.73,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
0,0,4,38,0.16,0.84,malignant,malignant
0,0,4,561,1,0,benign,benign
0,0,4,100,0.05,0.95,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
0,0,4,608,0,1,malignant,malignant
0,0,4,552,0.83,0.17,benign,benign
0,0,4,577,1,0,benign,benign
0,0,4,348,0.49,0.51,malignant,malignant
0,0,4,81,1,0,benign,benign
0,0,4,37,0.58,0.42,benign,benign
0,0,4,166,0.09,0.91,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
0,0,4,657,0.52,0.48,benign,benign
0,0,4,109,0.02,0.98,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
0,0,4,32,0.01,0.99,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
0,0,4,334,0.04,0.96,malignant,malignant
0,0,4,419,0.81,0.19,benign,benign
0,0,4,559,1,0,benign,benign
0,0,4,299,0.11034,0.88966,malignant,malignant
0,0,4,645,1,0,benign,benign
0,0,4,635,0.99,0.01,benign,benign
0,0,4,188,0.01,0.99,malignant,malignant
0,0,4,512,1,0,benign,benign
0,0,4,143,1,0,benign,benign
0,0,4,112,0.1,0.9,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
0,0,4,62,0.11,0.89,malignant,malignant
0,0,4,248,0.89,0.11,benign,benign
0,0,4,298,0.61,0.39,benign,benign
0,0,4,58,0.250775,0.749225,malignant,malignant
0,0,4,442,1,0,benign,benign
0,0,4,429,1,0,benign,benign
0,0,4,514,0.01,0.99,malignant,malignant
0,0,4,365,1,0,benign,benign
0,0,4,30,1,0,benign,benign
0,0,4,263,0.01,0.99,malignant,malignant
0,0,4,408,0.94,0.06,benign,benign
0,0,4,416,0.05,0.95,malignant,malignant
0,0,4,148,0.57,0.43,benign,benign
0,0,4,647,1,0,benign,benign
0,0,4,68,0.03,0.97,malignant,malignant
0,0,4,79,1,0,benign,benign
0,0,4,296,0.31,0.69,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
0,0,5,38,0.135,0.865,malignant,malignant
0,0,5,561,1,0,benign,benign
0,0,5,100,0.06,0.94,malignant,malignant
0,0,5,269,1,0,benign,benign
0,0,5,654,1,0,benign,benign
0,0,5,466,0.01,0.99,malignant,malignant
0,0,5,641,1,0,benign,benign
0,0,5,535,1,0,benign,benign
0,0,5,608,0.08,0.92,malignant,malignant
0,0,5,552,0.96,0.04,benign,benign
0,0,5,577,1,0,benign,benign
0,0,5,348,0.346731,0.653269,malignant,malignant
0,0,5,81,1,0,benign,benign
0,0,5,37,0.76,0.24,benign,benign
0,0,5,166,0.16,0.84,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
0,0,5,657,0.667044,0.332956,benign,benign
0,0,5,109,0.17,0.83,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
0,0,5,32,0.01,0.99,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
0,0,5,334,0.03,0.97,malignant,malignant
0,0,5,419,0.892759,0.107241,benign,benign
0,0,5,559,1,0,benign,benign
0,0,5,299,0.13,0.87,malignant,malignant
0,0,5,645,1,0,benign,benign
0,0,5,635,1,0,benign,benign
0,0,5,188,0.06,0.94,malignant,malignant
0,0,5,512,1,0,benign,benign
0,0,5,143,1,0,benign,benign
0,0,5,112,0.12,0.88,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
0,0,5,62,0.09,0.91,malignant,malignant
0,0,5,248,0.83,0.17,benign,benign
0,0,5,298,0.67,0.33,benign,benign
0,0,5,58,0.4,0.6,malignant,malignant
0,0,5,442,1,0,benign,benign
0,0,5,429,1,0,benign,benign
0,0,5,514,0.02,0.98,malignant,malignant
0,0,5,365,1,0,benign,benign
0,0,5,30,1,0,benign,benign
0,0,5,263,0.05,0.95,malignant,malignant
0,0,5,408,0.88,0.12,benign,benign
0,0,5,416,0.05,0.95,malignant,malignant
0,0,5,148,0.65,0.35,benign,benign
0,0,5,647,1,0,benign,benign
0,0,5,68,0.05,0.95,malignant,malignant
0,0,5,79,1,0,benign,benign
0,0,5,296,0.228811,0.771189,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
0,0,6,38,0.13,0.87,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
0,0,6,608,0.02,0.98,malignant,malignant
0,0,6,552,0.96,0.04,benign,benign
0,0,6,577,1,0,benign,benign
0,0,6,348,0.556084,0.443916,benign,malignant
0,0,6,81,1,0,benign,benign
0,0,6,37,0.82,0.18,benign,benign
0,0,6,166,0.162727,0.837273,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
0,0,6,657,0.62,0.38,benign,benign
0,0,6,109,0.08,0.92,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,malignant,malignant
0,0,6,419,0.93,0.07,benign,benign
0,0,6,559,1,0,benign,benign
0,0,6,299,0.15,0.85,malignant,malignant
0,0,6,645,1,0,benign,benign
0,0,6,635,1,0,benign,benign
0,0,6,188,0.112834,0.887166,malignant,malignant
0,0,6,512,1,0,benign,benign
0,0,6,143,0.990322,0.009678,benign,benign
0,0,6,112,0.080109,0.919891,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
0,0,6,8,0.99,0.01,benign,benign
0,0,6,360,0,1,malignant,malignant
0,0,6,485,0.911667,0.088333,benign,benign
0,0,6,195,1,0,benign,benign
0,0,6,62,0.01,0.99,malignant,malignant
0,0,6,248,0.73,0.27,benign,benign
0,0,6,298,0.69,0.31,benign,benign
0,0,6,58,0.32,0.68,malignant,malignant
0,0,6,442,0.95,0.05,benign,benign
0,0,6,429,1,0,benign,benign
0,0,6,514,0.01,0.99,malignant,malignant
0,0,6,365,1,0,benign,benign
0,0,6,30,1,0,benign,benign
0,0,6,263,0.04,0.96,malignant,malignant
0,0,6,408,0.98,0.02,benign,benign
0,0,6,416,0.02,0.98,malignant,malignant
0,0,6,148,0.68,0.32,benign,benign
0,0,6,647,1,0,benign,benign
0,0,6,68,0.06,0.94,malignant,malignant
0,0,6,79,1,0,benign,benign
0,0,6,296,0.18,0.82,malignant,benign
0,0,6,391,0,1,malignant,malignant
0,0,6,341,1,0,benign,benign
0,0,6,165,0.99,0.01,benign,benign
0,0,7,665,1,0,benign,benign
0,0,7,38,0.094192,0.905808,malignant,malignant
0,0,7,561,1,0,benign,benign
0,0,7,100,0.02,0.98,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
0,0,7,552,0.95,0.05,benign,benign
0,0,7,577,1,0,benign,benign
0,0,7,348,0.417929,0.582071,malignant,malignant
0,0,7,81,1,0,benign,benign
0,0,7,37,0.86,0.14,benign,benign
0,0,7,166,0.061778,0.938222,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
0,0,7,657,0.457995,0.542005,malignant,benign
0,0,7,109,0.138281,0.861719,malignant,malignant
0,0,7,585,1,0,benign,benign
0,0,7,575,1,0,benign,benign
0,0,7,205,0.02,0.98,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
0,0,7,493,0.01,0.99,malignant,malignant
0,0,7,593,1,0,benign,benign
0,0,7,334,0.01,0.99,malignant,malignant
0,0,7,419,0.875,0.125,benign,benign
0,0,7,559,1,0,benign,benign
0,0,7,299,0.112109,0.887891,malignant,malignant
0,0,7,645,1,0,benign,benign
0,0,7,635,0.99,0.01,benign,benign
0,0,7,188,0.094192,0.905808,malignant,malignant
0,0,7,512,1,0,benign,benign
0,0,7,143,1,0,benign,benign
0,0,7,112,0.07,0.93,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
0,0,7,8,0.98,0.02,benign,benign
0,0,7,360,0,1,malignant,malignant
0,0,7,485,0.915,0.085,benign,benign
0,0,7,195,1,0,benign,benign
0,0,7,62,0.01,0.99,malignant,malignant
0,0,7,248,0.87,0.13,benign,benign
0,0,7,298,0.675,0.325,benign,benign
0,0,7,58,0.204823,0.795177,malignant,malignant
0,0,7,442,0.965,0.035,benign,benign
0,0,7,429,1,0,benign,benign
0,0,7,514,0.082906,0.917094,malignant,malignant
0,0,7,365,1,0,benign,benign
0,0,7,30,1,0,benign,benign
0,0,7,263,0.02,0.98,malignant,malignant
0,0,7,408,0.99,0.01,benign,benign
0,0,7,416,0.01,0.99,malignant,malignant
0,0,7,148,0.775,0.225,benign,benign
0,0,7,647,1,0,benign,benign
0,0,7,68,0.03,0.97,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
0,1,0,224,0.01,0.99,malignant,malignant
0,1,0,587,0.99,0.01,benign,benign
0,1,0,470,1,0,benign,benign
0,1,0,449,0.01,0.99,malignant,malignant
0,1,0,662,0.94,0.06,benign,benign
0,1,0,347,0.96,0.04,benign,benign
0,1,0,55,0.06,0.94,malignant,malignant
0,1,0,180,1,0,benign,benign
0,1,0,82,0.99,0.01,benign,benign
0,1,0,648,0.3,0.7,malignant,malignant
0,1,0,517,1,0,benign,benign
0,1,0,494,0.47,0.53,malignant,benign
0,1,0,530,0.08,0.92,malignant,malignant
0,1,0,228,1,0,benign,benign
0,1,0,75,0.96,0.04,benign,benign
0,1,0,15,0.46,0.54,malignant,malignant
0,1,0,621,0.71,0.29,benign,benign
0,1,0,352,0.5,0.5,benign,benign
0,1,0,107,0.1,0.9,malignant,malignant
0,1,0,452,1,0,benign,benign
0,1,0,412,0.06,0.94,malignant,malignant
0,1,0,1,0.08,0.92,malignant,benign
0,1,0,415,0.58,0.42,benign,benign
0,1,0,128,0.17,0.83,malignant,malignant
0,1,0,527,1,0,benign,benign
0,1,0,615,0.93,0.07,benign,benign
0,1,0,98,0.02,0.98,malignant,malignant
0,1,0,164,0.906508,0.093492,benign,benign
0,1,0,437,1,0,benign,benign
0,1,0,549,0.08,0.92,malignant,malignant
0,1,0,379,0.79,0.21,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
0,1,0,326,0.55,0.45,benign,malignant
0,1,0,212,1,0,benign,benign
0,1,0,500,0.99,0.01,benign,benign
0,1,0,54,0.02,0.98,malignant,malignant
0,1,0,324,1,0,benign,benign
0,1,0,338,1,0,benign,benign
0,1,0,239,0.12,0.88,malignant,malignant
0,1,0,638,1,0,benign,benign
0,1,0,17,1,0,benign,benign
0,1,0,283,0.15,0.85,malignant,malignant
0,1,0,534,1,0,benign,benign
0,1,0,209,1,0,benign,benign
0,1,0,436,0.47,0.53,malignant,malignant
0,1,0,496,1,0,benign,benign
0,1,0,515,0.03,0.97,malignant,malignant
0,1,0,502,1,0,benign,benign
0,1,0,406,0.98,0.02,benign,benign
0,1,0,260,0.03,0.97,malignant,malignant
0,1,0,131,1,0,benign,benign
0,1,0,157,1,0,benign,benign
0,1,0,73,0.04,0.96,malignant,malignant
0,1,0,511,1,0,benign,benign
0,1,0,121,0.99,0.01,benign,benign
0,1,0,697,0.14,0.86,malignant,malignant
0,1,0,598,1,0,benign,benign
0,1,0,158,0.882758,0.117242,benign,benign
0,1,0,670,0.02,0.98,malignant,malignant
0,1,0,345,1,0,benign,benign
0,1,0,332,0.96,0.04,benign,benign
0,1,0,489,0.52,0.48,benign,malignant
0,1,0,600,1,0,benign,benign
0,1,0,3,0.21,0.79,malignant,benign
0,1,0,230,0.08,0.92,malignant,malignant
0,1,0,156,0.99,0.01,benign,benign
0,1,0,389,0.97,0.03,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
0,1,1,662,0.95,0.05,benign,benign
0,1,1,347,0.99,0.01,benign,benign
0,1,1,55,0.17,0.83,malignant,malignant
0,1,1,180,1,0,benign,benign
0,1,1,82,1,0,benign,benign
0,1,1,648,0.23,0.77,malignant,malignant
0,1,1,517,1,0,benign,benign
0,1,1,494,0.68,0.32,benign,benign
0,1,1,530,0.11,0.89,malignant,malignant
0,1,1,228,1,0,benign,benign
0,1,1,75,1,0,benign,benign
0,1,1,15,0.39,0.61,malignant,malignant
0,1,1,621,0.71,0.29,benign,benign
0,1,1,352,0.61,0.39,benign,benign
0,1,1,107,0.04,0.96,malignant,malignant
0,1,1,452,1,0,benign,benign
0,1,1,412,0.13,0.87,malignant,malignant
0,1,1,1,0.13,0.87,malignant,benign
0,1,1,415,0.58,0.42,benign,benign
0,1,1,128,0.03,0.97,malignant,malignant
0,1,1,527,1,0,benign,benign
0,1,1,615,0.95,0.05,benign,benign
0,1,1,98,0.03,0.97,malignant,malignant
0,1,1,164,0.929304,0.070696,benign,benign
0,1,1,437,1,0,benign,benign
0,1,1,549,0.18,0.82,malignant,malignant
0,1,1,379,0.94,0.06,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
0,1,1,326,0.45,0.55,malignant,malignant
0,1,1,212,1,0,benign,benign
0,1,1,500,1,0,benign,benign
0,1,1,54,0.03,0.97,malignant,malignant
0,1,1,324,1,0,benign,benign
0,1,1,338,1,0,benign,benign
0,1,1,239,0.03,0.97,malignant,malignant
0,1,1,638,1,0,benign,benign
0,1,1,17,1,0,benign,benign
0,1,1,283,0.05,0.95,malignant,malignant
0,1,1,534,1,0,benign,benign
0,1,1,209,1,0,benign,benign
0,1,1,436,0.43,0.57,malignant,malignant
0,1,1,496,1,0,benign,benign
0,1,1,515,0.03,0.97,malignant,malignant
0,1,1,502,1,0,benign,benign
0,1,1,406,1,0,benign,benign
0,1,1,260,0.04,0.96,malignant,malignant
0,1,1,131,1,0,benign,benign
0,1,1,157,1,0,benign,benign
0,1,1,73,0.01,0.99,malignant,malignant
0,1,1,511,1,0,benign,benign
0,1,1,121,1,0,benign,benign
0,1,1,697,0.27,0.73,malignant,malignant
0,1,1,598,1,0,benign,benign
0,1,1,158,0.85926,0.14074,benign,benign
0,1,1,670,0.03,0.97,malignant,malignant
0,1,1,345,1,0,benign,benign
0,1,1,332,1,0,benign,benign
0,1,1,489,0.79,0.21,benign,malignant
0,1,1,600,1,0,benign,benign
0,1,1,3,0.42,0.58,malignant,benign
0,1,1,230,0,1,malignant,malignant
0,1,1,156,1,0,benign,benign
0,1,1,389,0.99,0.01,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
0,1,2,347,0.95,0.05,benign,benign
0,1,2,55,0.205,0.795,malignant,malignant
0,1,2,180,1,0,benign,benign
0,1,2,82,0.99,0.01,benign,benign
0,1,2,648,0,1,malignant,malignant
0,1,2,517,1,0,benign,benign
0,1,2,494,0.85,0.15,benign,benign
0,1,2,530,0,1,malignant,malignant
0,1,2,228,1,0,benign,benign
0,1,2,75,0.98,0.02,benign,benign
0,1,2,15,0.385,0.615,malignant,malignant
0,1,2,621,0.44,0.56,malignant,benign
0,1,2,352,0.545,0.455,benign,benign
0,1,2,107,0.07,0.93,malignant,malignant
0,1,2,452,1,0,benign,benign
0,1,2,412,0.02,0.98,malignant,malignant
0,1,2,1,0.19,0.81,malignant,benign
0,1,2,415,0.5,0.5,benign,benign
0,1,2,128,0.04,0.96,malignant,malignant
0,1,2,527,1,0,benign,benign
0,1,2,615,1,0,benign,benign
0,1,2,98,0.085,0.915,malignant,malignant
0,1,2,164,0.983908,0.016092,benign,benign
0,1,2,437,1,0,benign,benign
0,1,2,549,0.07,0.93,malignant,malignant
0,1,2,379,0.84,0.16,benign,benign
0,1,2,529,1,0,benign,benign
0,1,2,286,0.07,0.93,malignant,malignant
0,1,2,620,1,0,benign,benign
0,1,2,276,1,0,benign,benign
0,1,2,326,0.500264,0.499736,benign,malignant
0,1,2,212,1,0,benign,benign
0,1,2,500,1,0,benign,benign
0,1,2,54,0.11,0.89,malignant,malignant
0,1,2,324,1,0,benign,benign
0,1,2,338,1,0,benign,benign
0,1,2,239,0.02,0.98,malignant,malignant
0,1,2,638,1,0,benign,benign
0,1,2,17,1,0,benign,benign
0,1,2,283,0.12,0.88,malignant,malignant
0,1,2,534,1,0,benign,benign
0,1,2,209,1,0,benign,benign
0,1,2,436,0.315,0.685,malignant,malignant
0,1,2,496,1,0,benign,benign
0,1,2,515,0.01,0.99,malignant,malignant
0,1,2,502,1,0,benign,benign
0,1,2,406,1,0,benign,benign
0,1,2,260,0.04,0.96,malignant,malignant
0,1,2,131,1,0,benign,benign
0,1,2,157,1,0,benign,benign
0,1,2,73,0.06,0.94,malignant,malignant
0,1,2,511,1,0,benign,benign
0,1,2,121,0.99,0.01,benign,benign
0,1,2,697,0.17,0.83,malignant,malignant
0,1,2,598,1,0,benign,benign
0,1,2,158,0.932157,0.067843,benign,benign
0,1,2,670,0.15,0.85,malignant,malignant
0,1,2,345,1,0,benign,benign
0,1,2,332,1,0,benign,benign
0,1,2,489,0.71,0.29,benign,malignant
0,1,2,600,1,0,benign,benign
0,1,2,3,0.395,0.605,malignant,benign
0,1,2,230,0.1,0.9,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
0,1,3,347,0.99,0.01,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
0,1,3,648,0.02,0.98,malignant,malignant
0,1,3,517,1,0,benign,benign
0,1,3,494,0.74,0.26,benign,benign
0,1,3,530,0.02,0.98,malignant,malignant
0,1,3,228,1,0,benign,benign
0,1,3,75,0.96,0.04,benign,benign
0,1,3,15,0.22,0.78,malignant,malignant
0,1,3,621,0.53,0.47,benign,benign
0,1,3,352,0.35,0.65,malignant,benign
0,1,3,107,0.03,0.97,malignant,malignant
0,1,3,452,1,0,benign,benign
0,1,3,412,0.01,0.99,malignant,malignant
0,1,3,1,0.08,0.92,malignant,benign
0,1,3,415,0.37,0.63,malignant,benign
0,1,3,128,0.09,0.91,malignant,malignant
0,1,3,527,1,0,benign,benign
0,1,3,615,1,0,benign,benign
0,1,3,98,0.03,0.97,malignant,malignant
0,1,3,164,0.971854,0.028146,benign,benign
0,1,3,437,1,0,benign,benign
0,1,3,549,0.05,0.95,malignant,malignant
0,1,3,379,0.87,0.13,benign,benign
0,1,3,529,1,0,benign,benign
0,1,3,286,0.02,0.98,malignant,malignant
0,1,3,620,1,0,benign,benign
0,1,3,276,1,0,benign,benign
0,1,3,326,0.480253,0.519747,malignant,malignant
0,1,3,212,1,0,benign,benign
0,1,3,500,1,0,benign,benign
0,1,3,54,0.06,0.94,malignant,malignant
0,1,3,324,1,0,benign,benign
0,1,3,338,1,0,benign,benign
0,1,3,239,0.070163,0.929837,malignant,malignant
0,1,3,638,1,0,benign,benign
0,1,3,17,1,0,benign,benign
0,1,3,283,0.04,0.96,malignant,malignant
0,1,3,534,1,0,benign,benign
0,1,3,209,1,0,benign,benign
0,1,3,436,0.24,0.76,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
0,1,3,260,0.04,0.96,malignant,malignant
0,1,3,131,1,0,benign,benign
0,1,3,157,1,0,benign,benign
0,1,3,73,0.02,0.98,malignant,malignant
0,1,3,511,1,0,benign,benign
0,1,3,121,0.99,0.01,benign,benign
0,1,3,697,0.06,0.94,malignant,malignant
0,1,3,598,1,0,benign,benign
0,1,3,158,0.958489,0.041511,benign,benign
0,1,3,670,0.06,0.94,malignant,malignant
0,1,3,345,1,0,benign,benign
0,1,3,332,0.99,0.01,benign,benign
0,1,3,489,0.64,0.36,benign,malignant
0,1,3,600,1,0,benign,benign
0,1,3,3,0.36,0.64,malignant,benign
0,1,3,230,0.03,0.97,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
0,1,4,449,0.01,0.99,malignant,malignant
0,1,4,662,1,0,benign,benign
0,1,4,347,0.98,0.02,benign,benign
0,1,4,55,0.08,0.92,malignant,malignant
0,1,4,180,1,0,benign,benign
0,1,4,82,1,0,benign,benign
0,1,4,648,0.01,0.99,malignant,malignant
0,1,4,517,1,0,benign,benign
0,1,4,494,0.71,0.29,benign,benign
0,1,4,530,0.01,0.99,malignant,malignant
0,1,4,228,1,0,benign,benign
0,1,4,75,0.92,0.08,benign,benign
0,1,4,15,0.185,0.815,malignant,malignant
0,1,4,621,0.29,0.71,malignant,benign
0,1,4,352,0.315,0.685,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
0,1,4,1,0.18,0.82,malignant,benign
0,1,4,415,0.62,0.38,benign,benign
0,1,4,128,0.16,0.84,malignant,malignant
0,1,4,527,1,0,benign,benign
0,1,4,615,1,0,benign,benign
0,1,4,98,0.11,0.89,malignant,malignant
0,1,4,164,0.999051,0.000949,benign,benign
0,1,4,437,1,0,benign,benign
0,1,4,549,0,1,malignant,malignant
0,1,4,379,0.85,0.15,benign,benign
0,1,4,529,1,0,benign,benign
0,1,4,286,0.01,0.99,malignant,malignant
0,1,4,620,1,0,benign,benign
0,1,4,276,1,0,benign,benign
0,1,4,326,0.65,0.35,benign,malignant
0,1,4,212,1,0,benign,benign
0,1,4,500,1,0,benign,benign
0,1,4,54,0.04,0.96,malignant,malignant
0,1,4,324,1,0,benign,benign
0,1,4,338,1,0,benign,benign
0,1,4,239,0.09,0.91,malignant,malignant
0,1,4,638,1,0,benign,benign
0,1,4,17,1,0,benign,benign
0,1,4,283,0.08,0.92,malignant,malignant
0,1,4,534,1,0,benign,benign
0,1,4,209,1,0,benign,benign
0,1,4,436,0.28,0.72,malignant,malignant
0,1,4,496,1,0,benign,benign
0,1,4,515,0,1,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
0,1,4,73,0.05,0.95,malignant,malignant
0,1,4,511,1,0,benign,benign
0,1,4,121,1,0,benign,benign
0,1,4,697,0.01,0.99,malignant,malignant
0,1,4,598,1,0,benign,benign
0,1,4,158,0.913915,0.086085,benign,benign
0,1,4,670,0.03,0.97,malignant,malignant
0,1,4,345,1,0,benign,benign
0,1,4,332,0.99,0.01,benign,benign
0,1,4,489,0.75,0.25,benign,malignant
0,1,4,600,1,0,benign,benign
0,1,4,3,0.383225,0.616775,malignant,benign
0,1,4,230,0.02,0.98,malignant,malignant
0,1,4,156,1,0,benign,benign
0,1,4,389,0.99,0.01,benign,benign
0,1,5,224,0.03,0.97,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
0,1,5,347,0.99,0.01,benign,benign
0,1,5,55,0.09,0.91,malignant,malignant
0,1,5,180,1,0,benign,benign
0,1,5,82,1,0,benign,benign
0,1,5,648,0.01,0.99,malignant,malignant
0,1,5,517,1,0,benign,benign
0,1,5,494,0.75,0.25,benign,benign
0,1,5,530,0.12,0.88,malignant,malignant
0,1,5,228,1,0,benign,benign
0,1,5,75,0.97,0.03,benign,benign
0,1,5,15,0.226104,0.773896,malignant,malignant
0,1,5,621,0.46,0.54,malignant,benign
0,1,5,352,0.526104,0.473896,benign,benign
0,1,5,107,0.033462,0.966538,malignant,malignant
0,1,5,452,1,0,benign,benign
0,1,5,412,0.02,0.98,malignant,malignant
0,1,5,1,0.295674,0.704326,malignant,benign
0,1,5,415,0.44,0.56,malignant,benign
0,1,5,128,0.276473,0.723527,malignant,malignant
0,1,5,527,1,0,benign,benign
0,1,5,615,1,0,benign,benign
0,1,5,98,0.11,0.89,malignant,malignant
0,1,5,164,0.993622,0.006378,benign,benign
0,1,5,437,1,0,benign,benign
0,1,5,549,0.058712,0.941288,malignant,malignant
0,1,5,379,0.791667,0.208333,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
0,1,5,326,0.643454,0.356546,benign,malignant
0,1,5,212,1,0,benign,benign
0,1,5,500,1,0,benign,benign
0,1,5,54,0.129015,0.870985,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
0,1,5,283,0.01,0.99,malignant,malignant
0,1,5,534,1,0,benign,benign
0,1,5,209,1,0,benign,benign
0,1,5,436,0.19,0.81,malignant,malignant
0,1,5,496,1,0,benign,benign
0,1,5,515,0.053895,0.946105,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
0,1,5,73,0.032994,0.967006,malignant,malignant
0,1,5,511,1,0,benign,benign
0,1,5,121,0.98,0.02,benign,benign
0,1,5,697,0.09,0.91,malignant,malignant
0,1,5,598,1,0,benign,benign
0,1,5,158,0.989519,0.010481,benign,benign
0,1,5,670,0.03,0.97,malignant,malignant
0,1,5,345,1,0,benign,benign
0,1,5,332,1,0,benign,benign
0,1,5,489,0.574823,0.425177,benign,malignant
0,1,5,600,1,0,benign,benign
0,1,5,3,0.24,0.76,malignant,benign
0,1,5,230,0.183831,0.816169,malignant,malignant
0,1,5,156,1,0,benign,benign
0,1,5,389,0.97,0.03,benign,benign
0,1,6,224,0.02,0.98,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
0,1,6,55,0.04,0.96,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
0,1,6,494,0.464038,0.535962,malignant,benign
0,1,6,530,0.19,0.81,malignant,malignant
0,1,6,228,1,0,benign,benign
0,1,6,75,0.95,0.05,benign,benign
0,1,6,15,0.131161,0.868839,malignant,malignant
0,1,6,621,0.57,0.43,benign,benign
0,1,6,352,0.50402,0.49598,benign,benign
0,1,6,107,0.01,0.99,malignant,malignant
0,1,6,452,1,0,benign,benign
0,1,6,412,0.01,0.99,malignant,malignant
0,1,6,1,0.26325,0.73675,malignant,benign
0,1,6,415,0.66,0.34,benign,benign
0,1,6,128,0.252158,0.747842,malignant,malignant
0,1,6,527,1,0,benign,benign
0,1,6,615,1,0,benign,benign
0,1,6,98,0.064038,0.935962,malignant,malignant
0,1,6,164,0.968651,0.031349,benign,benign
0,1,6,437,1,0,benign,benign
0,1,6,549,0.11,0.89,malignant,malignant
0,1,6,379,0.757957,0.242043,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
0,1,6,326,0.43,0.57,malignant,malignant
0,1,6,212,1,0,benign,benign
0,1,6,500,1,0,benign,benign
0,1,6,54,0.06,0.94,malignant,malignant
0,1,6,324,1,0,benign,benign
0,1,6,338,1,0,benign,benign
0,1,6,239,0.04,0.96,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
0,1,6,436,0.11,0.89,malignant,malignant
0,1,6,496,1,0,benign,benign
0,1,6,515,0.105951,0.894049,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
0,1,6,73,0.03,0.97,malignant,malignant
0,1,6,511,1,0,benign,benign
0,1,6,121,0.99,0.01,benign,benign
0,1,6,697,0.081161,0.918839,malignant,malignant
0,1,6,598,1,0,benign,benign
0,1,6,158,0.974609,0.025391,benign,benign
0,1,6,670,0.055,0.945,malignant,malignant
0,1,6,345,1,0,benign,benign
0,1,6,332,1,0,benign,benign
0,1,6,489,0.61,0.39,benign,malignant
0,1,6,600,1,0,benign,benign
0,1,6,3,0.24,0.76,malignant,benign
0,1,6,230,0.115775,0.884225,malignant,malignant
0,1,6,156,1,0,benign,benign
0,1,6,389,0.98,0.02,benign,benign
0,1,7,224,0.02,0.98,malignant,malignant
0,1,7,587,1,0,benign,benign
0,1,7,470,1,0,benign,benign
0,1,7,449,0.00365,0.99635,malignant,malignant
0,1,7,662,1,0,benign,benign
0,1,7,347,1,0,benign,benign
0,1,7,55,0.052799,0.947201,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
0,1,7,494,0.53,0.47,benign,benign
0,1,7,530,0.1,0.9,malignant,malignant
0,1,7,228,1,0,benign,benign
0,1,7,75,0.94,0.06,benign,benign
0,1,7,15,0.520431,0.479569,benign,malignant
0,1,7,621,0.511818,0.488182,benign,benign
0,1,7,352,0.44,0.56,malignant,benign
0,1,7,107,0.06,0.94,malignant,malignant
0,1,7,452,1,0,benign,benign
0,1,7,412,0,1,malignant,malignant
0,1,7,1,0.197604,0.802396,malignant,benign
0,1,7,415,0.65,0.35,benign,benign
0,1,7,128,0.09,0.91,malignant,malignant
0,1,7,527,1,0,benign,benign
0,1,7,615,1,0,benign,benign
0,1,7,98,0.05,0.95,malignant,malignant
0,1,7,164,0.978837,0.021163,benign,benign
0,1,7,437,1,0,benign,benign
0,1,7,549,0.06,0.94,malignant,malignant
0,1,7,379,0.678217,0.321783,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
0,1,7,326,0.570677,0.429323,benign,malignant
0,1,7,212,1,0,benign,benign
0,1,7,500,1,0,benign,benign
0,1,7,54,0.02,0.98,malignant,malignant
0,1,7,324,1,0,benign,benign
0,1,7,338,1,0,benign,benign
0,1,7,239,0.03,0.97,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
0,1,7,436,0.128713,0.871287,malignant,malignant
0,1,7,496,1,0,benign,benign
0,1,7,515,0.09,0.91,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
0,1,7,697,0.094,0.906,malignant,malignant
0,1,7,598,1,0,benign,benign
0,1,7,158,0.997149,0.002851,benign,benign
0,1,7,670,0.11,0.89,malignant,malignant
0,1,7,345,1,0,benign,benign
0,1,7,332,1,0,benign,benign
0,1,7,489,0.59,0.41,benign,malignant
0,1,7,600,1,0,benign,benign
0,1,7,3,0.2,0.8,malignant,benign
0,1,7,230,0.137272,0.862728,malignant,malignant
0,1,7,156,1,0,benign,benign
0,1,7,389,0.99,0.01,benign,benign
0,2,0,5,0.01,0.99,malignant,malignant
0,2,0,404,0.97,0.03,benign,benign
0,2,0,432,0.99,0.01,benign,benign
0,2,0,425,0.01,0.99,malignant,malignant
0,2,0,147,0.98,0.02,benign,benign
0,2,0,431,0.95,0.05,benign,benign
0,2,0,336,0.01,0.99,malignant,malignant
0,2,0,136,1,0,benign,benign
0,2,0,60,0.46,0.54,malignant,malignant
0,2,0,508,1,0,benign,benign
0,2,0,531,0.98,0.02,benign,benign
0,2,0,74,0.22,0.78,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
0,2,0,403,0.84,0.16,benign,benign
0,2,0,20,0.18,0.82,malignant,malignant
0,2,0,471,0.99,0.01,benign,benign
0,2,0,423,0.93,0.07,benign,benign
0,2,0,124,0.05,0.95,malignant,malignant
0,2,0,118,0.95,0.05,benign,benign
0,2,0,599,0.93,0.07,benign,benign
0,2,0,696,0.38,0.62,malignant,malignant
0,2,0,163,1,0,benign,benign
0,2,0,580,0.99,0.01,benign,benign
0,2,0,71,0.39,0.61,malignant,malignant
0,2,0,460,1,0,benign,benign
0,2,0,595,1,0,benign,benign
0,2,0,63,0.73,0.27,benign,malignant
0,2,0,434,0,1,malignant,benign
0,2,0,547,1,0,benign,benign
0,2,0,366,0,1,malignant,malignant
0,2,0,249,0.913383,0.086617,benign,benign
0,2,0,225,1,0,benign,benign
0,2,0,214,0.02,0.98,malignant,malignant
0,2,0,524,1,0,benign,benign
0,2,0,126,0.02,0.98,malignant,malignant
0,2,0,368,0.97,0.03,benign,benign
0,2,0,197,0.91,0.09,benign,benign
0,2,0,483,0.01,0.99,malignant,malignant
0,2,0,127,1,0,benign,benign
0,2,0,189,0.91,0.09,benign,benign
0,2,0,636,0.29,0.71,malignant,malignant
0,2,0,259,0.12,0.88,malignant,benign
0,2,0,556,0.98,0.02,benign,benign
0,2,0,305,0.02,0.98,malignant,malignant
0,2,0,540,1,0,benign,benign
0,2,0,387,0.78,0.22,benign,benign
0,2,0,179,0.19,0.81,malignant,malignant
0,2,0,271,1,0,benign,benign
0,2,0,169,1,0,benign,benign
0,2,0,414,0.04,0.96,malignant,malignant
0,2,0,202,1,0,benign,benign
0,2,0,69,0.99,0.01,benign,benign
0,2,0,117,0.01,0.99,malignant,malignant
0,2,0,395,1,0,benign,benign
0,2,0,446,1,0,benign,benign
0,2,0,574,0.43,0.57,malignant,malignant
0,2,0,433,0.96,0.04,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
0,2,0,399,0.94,0.06,benign,benign
0,2,0,104,0.28,0.72,malignant,malignant
0,2,0,583,1,0,benign,benign
0,2,0,42,0.03,0.97,malignant,malignant
0,2,0,501,1,0,benign,benign
0,2,0,693,1,0,benign,benign
0,2,0,329,0.05,0.95,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
0,2,1,147,0.99,0.01,benign,benign
0,2,1,431,0.99,0.01,benign,benign
0,2,1,336,0.07,0.93,malignant,malignant
0,2,1,136,1,0,benign,benign
0,2,1,60,0.76,0.24,benign,malignant
0,2,1,508,1,0,benign,benign
0,2,1,531,0.99,0.01,benign,benign
0,2,1,74,0.3,0.7,malignant,malignant
0,2,1,45,0.98,0.02,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
0,2,1,403,0.99,0.01,benign,benign
0,2,1,20,0.19,0.81,malignant,malignant
0,2,1,471,0.99,0.01,benign,benign
0,2,1,423,0.97,0.03,benign,benign
0,2,1,124,0.1,0.9,malignant,malignant
0,2,1,118,0.98,0.02,benign,benign
0,2,1,599,0.96,0.04,benign,benign
0,2,1,696,0.27,0.73,malignant,malignant
0,2,1,163,0.98,0.02,benign,benign
0,2,1,580,1,0,benign,benign
0,2,1,71,0.31,0.69,malignant,malignant
0,2,1,460,1,0,benign,benign
0,2,1,595,1,0,benign,benign
0,2,1,63,0.75,0.25,benign,malignant
0,2,1,434,0.11,0.89,malignant,benign
0,2,1,547,1,0,benign,benign
0,2,1,366,0,1,malignant,malignant
0,2,1,249,0.940716,0.059284,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
0,2,1,126,0.01,0.99,malignant,malignant
0,2,1,368,0.97,0.03,benign,benign
0,2,1,197,0.96,0.04,benign,benign
0,2,1,483,0,1,malignant,malignant
0,2,1,127,1,0,benign,benign
0,2,1,189,0.96,0.04,benign,benign
0,2,1,636,0.14,0.86,malignant,malignant
0,2,1,259,0.11,0.89,malignant,benign
0,2,1,556,1,0,benign,benign
0,2,1,305,0.05,0.95,malignant,malignant
0,2,1,540,1,0,benign,benign
0,2,1,387,0.96,0.04,benign,benign
0,2,1,179,0.36,0.64,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
0,2,1,117,0.03,0.97,malignant,malignant
0,2,1,395,1,0,benign,benign
0,2,1,446,1,0,benign,benign
0,2,1,574,0.21,0.79,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
0,2,1,399,0.96,0.04,benign,benign
0,2,1,104,0.11,0.89,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
0,2,1,693,0.98,0.02,benign,benign
0,2,1,329,0.09,0.91,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
0,2,2,336,0.04,0.96,malignant,malignant
0,2,2,136,1,0,benign,benign
0,2,2,60,0.73,0.27,benign,malignant
0,2,2,508,1,0,benign,benign
0,2,2,531,1,0,benign,benign
0,2,2,74,0.24,0.76,malignant,malignant
0,2,2,45,0.99,0.01,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
0,2,2,403,0.966044,0.033956,benign,benign
0,2,2,20,0.180147,0.819853,malignant,malignant
0,2,2,471,1,0,benign,benign
0,2,2,423,1,0,benign,benign
0,2,2,124,0.13,0.87,malignant,malignant
0,2,2,118,1,0,benign,benign
0,2,2,599,0.98,0.02,benign,benign
0,2,2,696,0.31,0.69,malignant,malignant
0,2,2,163,0.98,0.02,benign,benign
0,2,2,580,1,0,benign,benign
0,2,2,71,0.47,0.53,malignant,malignant
0,2,2,460,1,0,benign,benign
0,2,2,595,1,0,benign,benign
0,2,2,63,0.71,0.29,benign,malignant
0,2,2,434,0.11,0.89,malignant,benign
0,2,2,547,1,0,benign,benign
0,2,2,366,0,1,malignant,malignant
0,2,2,249,0.980555,0.019445,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
0,2,2,126,0.03,0.97,malignant,malignant
0,2,2,368,1,0,benign,benign
0,2,2,197,0.99,0.01,benign,benign
0,2,2,483,0,1,malignant,malignant
0,2,2,127,1,0,benign,benign
0,2,2,189,0.99,0.01,benign,benign
0,2,2,636,0.11,0.89,malignant,malignant
0,2,2,259,0.19,0.81,malignant,benign
0,2,2,556,1,0,benign,benign
0,2,2,305,0.01,0.99,malignant,malignant
0,2,2,540,1,0,benign,benign
0,2,2,387,0.98,0.02,benign,benign
0,2,2,179,0.607032,0.392968,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
0,2,2,117,0.04,0.96,malignant,malignant
0,2,2,395,1,0,benign,benign
0,2,2,446,1,0,benign,benign
0,2,2,574,0.23,0.77,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
0,2,2,399,0.99,0.01,benign,benign
0,2,2,104,0.07,0.93,malignant,malignant
0,2,2,583,1,0,benign,benign
0,2,2,42,0.02,0.98,malignant,malignant
0,2,2,501,1,0,benign,benign
0,2,2,693,0.99,0.01,benign,benign
0,2,2,329,0.13,0.87,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
0,2,3,431,0.99,0.01,benign,benign
0,2,3,336,0.08,0.92,malignant,malignant
0,2,3,136,1,0,benign,benign
0,2,3,60,0.67,0.33,benign,malignant
0,2,3,508,1,0,benign,benign
0,2,3,531,1,0,benign,benign
0,2,3,74,0.31,0.69,malignant,malignant
0,2,3,45,0.99,0.01,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
0,2,3,403,0.952469,0.047531,benign,benign
0,2,3,20,0.07,0.93,malignant,malignant
0,2,3,471,0.98,0.02,benign,benign
0,2,3,423,1,0,benign,benign
0,2,3,124,0.04,0.96,malignant,malignant
0,2,3,118,0.99,0.01,benign,benign
0,2,3,599,1,0,benign,benign
0,2,3,696,0.29,0.71,malignant,malignant
0,2,3,163,0.99,0.01,benign,benign
0,2,3,580,1,0,benign,benign
0,2,3,71,0.27,0.73,malignant,malignant
0,2,3,460,1,0,benign,benign
0,2,3,595,1,0,benign,benign
0,2,3,63,0.83,0.17,benign,malignant
0,2,3,434,0.13,0.87,malignant,benign
0,2,3,547,1,0,benign,benign
0,2,3,366,0,1,malignant,malignant
0,2,3,249,0.977661,0.022339,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
0,2,3,126,0.01,0.99,malignant,malignant
0,2,3,368,1,0,benign,benign
0,2,3,197,1,0,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
0,2,3,636,0.07,0.93,malignant,malignant
0,2,3,259,0.252183,0.747817,malignant,benign
0,2,3,556,1,0,benign,benign
0,2,3,305,0.07,0.93,malignant,malignant
0,2,3,540,1,0,benign,benign
0,2,3,387,1,0,benign,benign
0,2,3,179,0.610993,0.389007,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
0,2,3,117,0.01,0.99,malignant,malignant
0,2,3,395,1,0,benign,benign
0,2,3,446,1,0,benign,benign
0,2,3,574,0.2,0.8,malignant,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
0,2,3,104,0.04,0.96,malignant,malignant
0,2,3,583,1,0,benign,benign
0,2,3,42,0.09,0.91,malignant,malignant
0,2,3,501,1,0,benign,benign
0,2,3,693,0.99,0.01,benign,benign
0,2,3,329,0.06,0.94,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
0,2,4,431,0.98,0.02,benign,benign
0,2,4,336,0.090588,0.909412,malignant,malignant
0,2,4,136,1,0,benign,benign
0,2,4,60,0.56,0.44,benign,malignant
0,2,4,508,1,0,benign,benign
0,2,4,531,1,0,benign,benign
0,2,4,74,0.17,0.83,malignant,malignant
0,2,4,45,0.99,0.01,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
0,2,4,403,0.991438,0.008562,benign,benign
0,2,4,20,0.14,0.86,malignant,malignant
0,2,4,471,1,0,benign,benign
0,2,4,423,1,0,benign,benign
0,2,4,124,0.05,0.95,malignant,malignant
0,2,4,118,0.98,0.02,benign,benign
0,2,4,599,0.97,0.03,benign,benign
0,2,4,696,0.14,0.86,malignant,malignant
0,2,4,163,0.98,0.02,benign,benign
0,2,4,580,1,0,benign,benign
0,2,4,71,0.34,0.66,malignant,malignant
0,2,4,460,1,0,benign,benign
0,2,4,595,1,0,benign,benign
0,2,4,63,0.69,0.31,benign,malignant
0,2,4,434,0.070588,0.929412,malignant,benign
0,2,4,547,1,0,benign,benign
0,2,4,366,0,1,malignant,malignant
0,2,4,249,0.998654,0.001346,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
0,2,4,126,0.01,0.99,malignant,malignant
0,2,4,368,1,0,benign,benign
0,2,4,197,0.99,0.01,benign,benign
0,2,4,483,0,1,malignant,malignant
0,2,4,127,1,0,benign,benign
0,2,4,189,0.97,0.03,benign,benign
0,2,4,636,0.01,0.99,malignant,malignant
0,2,4,259,0.390588,0.609412,malignant,benign
0,2,4,556,1,0,benign,benign
0,2,4,305,0.07,0.93,malignant,malignant
0,2,4,540,1,0,benign,benign
0,2,4,387,0.98,0.02,benign,benign
0,2,4,179,0.740588,0.259412,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
0,2,4,117,0.01,0.99,malignant,malignant
0,2,4,395,1,0,benign,benign
0,2,4,446,1,0,benign,benign
0,2,4,574,0.16,0.84,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
0,2,4,399,0.97,0.03,benign,benign
0,2,4,104,0.01,0.99,malignant,malignant
0,2,4,583,1,0,benign,benign
0,2,4,42,0.01,0.99,malignant,malignant
0,2,4,501,1,0,benign,benign
0,2,4,693,0.99,0.01,benign,benign
0,2,4,329,0.01,0.99,malignant,malignant
0,2,5,5,0.01,0.99,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
0,2,5,431,0.98,0.02,benign,benign
0,2,5,336,0.1,0.9,malignant,malignant
0,2,5,136,1,0,benign,benign
0,2,5,60,0.41,0.59,malignant,malignant
0,2,5,508,1,0,benign,benign
0,2,5,531,1,0,benign,benign
0,2,5,74,0.17,0.83,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
0,2,5,20,0.140147,0.859853,malignant,malignant
0,2,5,471,0.99,0.01,benign,benign
0,2,5,423,1,0,benign,benign
0,2,5,124,0.16,0.84,malignant,malignant
0,2,5,118,1,0,benign,benign
0,2,5,599,1,0,benign,benign
0,2,5,696,0.024081,0.975919,malignant,malignant
0,2,5,163,0.99,0.01,benign,benign
0,2,5,580,1,0,benign,benign
0,2,5,71,0.31,0.69,malignant,malignant
0,2,5,460,1,0,benign,benign
0,2,5,595,1,0,benign,benign
0,2,5,63,0.719612,0.280388,benign,malignant
0,2,5,434,0.07,0.93,malignant,benign
0,2,5,547,1,0,benign,benign
0,2,5,366,0,1,malignant,malignant
0,2,5,249,0.99905,0.00095,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
0,2,5,126,0.01,0.99,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
0,2,5,636,0,1,malignant,malignant
0,2,5,259,0.324211,0.675789,malignant,benign
0,2,5,556,1,0,benign,benign
0,2,5,305,0.04,0.96,malignant,malignant
0,2,5,540,1,0,benign,benign
0,2,5,387,0.86,0.14,benign,benign
0,2,5,179,0.71,0.29,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
0,2,5,117,0.03,0.97,malignant,malignant
0,2,5,395,1,0,benign,benign
0,2,5,446,1,0,benign,benign
0,2,5,574,0,1,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
0,2,5,104,0,1,malignant,malignant
0,2,5,583,1,0,benign,benign
0,2,5,42,0.02,0.98,malignant,malignant
0,2,5,501,1,0,benign,benign
0,2,5,693,1,0,benign,benign
0,2,5,329,0.02,0.98,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
0,2,6,431,0.99,0.01,benign,benign
0,2,6,336,0.1,0.9,malignant,malignant
0,2,6,136,1,0,benign,benign
0,2,6,60,0.47058,0.52942,malignant,malignant
0,2,6,508,1,0,benign,benign
0,2,6,531,1,0,benign,benign
0,2,6,74,0.07,0.93,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
0,2,6,20,0.14,0.86,malignant,malignant
0,2,6,471,0.99,0.01,benign,benign
0,2,6,423,1,0,benign,benign
0,2,6,124,0.16,0.84,malignant,malignant
0,2,6,118,0.98,0.02,benign,benign
0,2,6,599,0.99,0.01,benign,benign
0,2,6,696,0.08,0.92,malignant,malignant
0,2,6,163,0.95,0.05,benign,benign
0,2,6,580,1,0,benign,benign
0,2,6,71,0.273457,0.726543,malignant,malignant
0,2,6,460,1,0,benign,benign
0,2,6,595,1,0,benign,benign
0,2,6,63,0.59,0.41,benign,malignant
0,2,6,434,0.06,0.94,malignant,benign
0,2,6,547,1,0,benign,benign
0,2,6,366,0,1,malignant,malignant
0,2,6,249,0.997224,0.002776,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
0,2,6,126,0.01,0.99,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
0,2,6,636,0.01,0.99,malignant,malignant
0,2,6,259,0.27,0.73,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
0,2,6,387,0.87,0.13,benign,benign
0,2,6,179,0.544253,0.455747,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
0,2,6,117,0.01,0.99,malignant,malignant
0,2,6,395,1,0,benign,benign
0,2,6,446,1,0,benign,benign
0,2,6,574,0.01,0.99,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
0,2,6,329,0.03,0.97,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
0,2,7,425,0.004148,0.995852,malignant,malignant
0,2,7,147,1,0,benign,benign
0,2,7,431,0.98,0.02,benign,benign
0,2,7,336,0.10287,0.89713,malignant,malignant
0,2,7,136,1,0,benign,benign
0,2,7,60,0.365121,0.634879,malignant,malignant
0,2,7,508,1,0,benign,benign
0,2,7,531,1,0,benign,benign
0,2,7,74,0.08,0.92,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
0,2,7,20,0.130112,0.869888,malignant,malignant
0,2,7,471,1,0,benign,benign
0,2,7,423,1,0,benign,benign
0,2,7,124,0.222371,0.777629,malignant,malignant
0,2,7,118,1,0,benign,benign
0,2,7,599,1,0,benign,benign
0,2,7,696,0.03,0.97,malignant,malignant
0,2,7,163,0.963248,0.036752,benign,benign
0,2,7,580,1,0,benign,benign
0,2,7,71,0.303187,0.696813,malignant,malignant
0,2,7,460,1,0,benign,benign
0,2,7,595,1,0,benign,benign
0,2,7,63,0.7,0.3,benign,malignant
0,2,7,434,0.076728,0.923272,malignant,benign
0,2,7,547,1,0,benign,benign
0,2,7,366,0,1,malignant,malignant
0,2,7,249,0.997974,0.002026,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
0,2,7,197,0.99,0.01,benign,benign
0,2,7,483,0,1,malignant,malignant
0,2,7,127,1,0,benign,benign
0,2,7,189,0.98,0.02,benign,benign
0,2,7,636,0.01,0.99,malignant,malignant
0,2,7,259,0.15,0.85,malignant,benign
0,2,7,556,1,0,benign,benign
0,2,7,305,0.02,0.98,malignant,malignant
0,2,7,540,1,0,benign,benign
0,2,7,387,0.85,0.15,benign,benign
0,2,7,179,0.4,0.6,malignant,malignant
0,2,7,271,1,0,benign,benign
0,2,7,169,1,0,benign,benign
0,2,7,414,0.01,0.99,malignant,malignant
0,2,7,202,1,0,benign,benign
0,2,7,69,1,0,benign,benign
0,2,7,117,0.04,0.96,malignant,malignant
0,2,7,395,1,0,benign,benign
0,2,7,446,1,0,benign,benign
0,2,7,574,0.031753,0.968247,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
0,2,7,104,0.001753,0.998247,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
0,3,0,666,0.97,0.03,benign,benign
0,3,0,34,0.99,0.01,benign,benign
0,3,0,155,0.07,0.93,malignant,malignant
0,3,0,692,1,0,benign,benign
0,3,0,426,0.83,0.17,benign,benign
0,3,0,86,0.08,0.92,malignant,malignant
0,3,0,172,1,0,benign,benign
0,3,0,623,1,0,benign,benign
0,3,0,571,0.01,0.99,malignant,malignant
0,3,0,351,1,0,benign,benign
0,3,0,337,1,0,benign,benign
0,3,0,247,0.21,0.79,malignant,malignant
0,3,0,245,1,0,benign,benign
0,3,0,373,1,0,benign,benign
0,3,0,284,0.08,0.92,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
0,3,0,611,0.32,0.68,malignant,malignant
0,3,0,181,1,0,benign,benign
0,3,0,451,1,0,benign,benign
0,3,0,698,0.07,0.93,malignant,malignant
0,3,0,469,1,0,benign,benign
0,3,0,400,0.01,0.99,malignant,malignant
0,3,0,656,1,0,benign,benign
0,3,0,16,1,0,benign,benign
0,3,0,266,0.02,0.98,malignant,malignant
0,3,0,29,0.97,0.03,benign,benign
0,3,0,383,1,0,benign,benign
0,3,0,215,0.04,0.96,malignant,malignant
0,3,0,596,0.99,0.01,benign,benign
0,3,0,541,1,0,benign,benign
0,3,0,312,0.26,0.74,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
0,3,0,481,0.83,0.17,benign,benign
0,3,0,300,0.1,0.9,malignant,malignant
0,3,0,119,0.98,0.02,benign,benign
0,3,0,478,0.99,0.01,benign,benign
0,3,0,105,0.47,0.53,malignant,malignant
0,3,0,388,0.99,0.01,benign,benign
0,3,0,563,1,0,benign,benign
0,3,0,282,0.14,0.86,malignant,malignant
0,3,0,472,1,0,benign,benign
0,3,0,597,0.93,0.07,benign,benign
0,3,0,353,0.09,0.91,malignant,malignant
0,3,0,219,0.92,0.08,benign,benign
0,3,0,2,1,0,benign,benign
0,3,0,435,0.07,0.93,malignant,malignant
0,3,0,439,1,0,benign,benign
0,3,0,183,0.01,0.99,malignant,malignant
0,3,0,327,1,0,benign,benign
0,3,0,579,1,0,benign,benign
0,3,0,626,0.07,0.93,malignant,malignant
0,3,0,498,1,0,benign,benign
0,3,0,35,1,0,benign,benign
0,3,0,440,0.04,0.96,malignant,malignant
0,3,0,377,1,0,benign,benign
0,3,0,135,0.96,0.04,benign,benign
0,3,0,610,0.06,0.94,malignant,malignant
0,3,0,543,1,0,benign,benign
0,3,0,618,1,0,benign,benign
0,3,0,668,0.61,0.39,benign,malignant
0,3,0,185,1,0,benign,benign
0,3,0,350,1,0,benign,benign
0,3,0,487,0.02,0.98,malignant,malignant
0,3,1,666,0.97,0.03,benign,benign
0,3,1,34,1,0,benign,benign
0,3,1,155,0.24,0.76,malignant,malignant
0,3,1,692,1,0,benign,benign
0,3,1,426,0.78,0.22,benign,benign
0,3,1,86,0.3,0.7,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
0,3,1,247,0.11,0.89,malignant,malignant
0,3,1,245,1,0,benign,benign
0,3,1,373,1,0,benign,benign
0,3,1,284,0.11,0.89,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
0,3,1,611,0.09,0.91,malignant,malignant
0,3,1,181,1,0,benign,benign
0,3,1,451,1,0,benign,benign
0,3,1,698,0.09,0.91,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
0,3,1,266,0.02,0.98,malignant,malignant
0,3,1,29,0.97,0.03,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
0,3,1,312,0.15,0.85,malignant,malignant
0,3,1,616,1,0,benign,benign
0,3,1,313,1,0,benign,benign
0,3,1,358,0.09,0.91,malignant,malignant
0,3,1,606,1,0,benign,benign
0,3,1,481,0.93,0.07,benign,benign
0,3,1,300,0.05,0.95,malignant,malignant
0,3,1,119,0.99,0.01,benign,benign
0,3,1,478,0.99,0.01,benign,benign
0,3,1,105,0.59,0.41,benign,malignant
0,3,1,388,1,0,benign,benign
0,3,1,563,1,0,benign,benign
0,3,1,282,0.06,0.94,malignant,malignant
0,3,1,472,0.99,0.01,benign,benign
0,3,1,597,0.97,0.03,benign,benign
0,3,1,353,0.05,0.95,malignant,malignant
0,3,1,219,0.92,0.08,benign,benign
0,3,1,2,1,0,benign,benign
0,3,1,435,0.12,0.88,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
0,3,1,626,0.07,0.93,malignant,malignant
0,3,1,498,1,0,benign,benign
0,3,1,35,1,0,benign,benign
0,3,1,440,0.12,0.88,malignant,malignant
0,3,1,377,1,0,benign,benign
0,3,1,135,0.99,0.01,benign,benign
0,3,1,610,0.14,0.86,malignant,malignant
0,3,1,543,1,0,benign,benign
0,3,1,618,1,0,benign,benign
0,3,1,668,0.46,0.54,malignant,malignant
0,3,1,185,1,0,benign,benign
0,3,1,350,1,0,benign,benign
0,3,1,487,0.04,0.96,malignant,malignant
0,3,2,666,0.99,0.01,benign,benign
0,3,2,34,1,0,benign,benign
0,3,2,155,0.38,0.62,malignant,malignant
0,3,2,692,1,0,benign,benign
0,3,2,426,0.92,0.08,benign,benign
0,3,2,86,0.293148,0.706852,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
0,3,2,247,0.12,0.88,malignant,malignant
0,3,2,245,1,0,benign,benign
0,3,2,373,1,0,benign,benign
0,3,2,284,0.06,0.94,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
0,3,2,611,0.1,0.9,malignant,malignant
0,3,2,181,1,0,benign,benign
0,3,2,451,1,0,benign,benign
0,3,2,698,0.14,0.86,malignant,malignant
0,3,2,469,1,0,benign,benign
0,3,2,400,0.03,0.97,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
0,3,2,312,0.2,0.8,malignant,malignant
0,3,2,616,1,0,benign,benign
0,3,2,313,1,0,benign,benign
0,3,2,358,0.04,0.96,malignant,malignant
0,3,2,606,1,0,benign,benign
0,3,2,481,0.97,0.03,benign,benign
0,3,2,300,0.07,0.93,malignant,malignant
0,3,2,119,1,0,benign,benign
0,3,2,478,1,0,benign,benign
0,3,2,105,0.59,0.41,benign,malignant
0,3,2,388,1,0,benign,benign
0,3,2,563,1,0,benign,benign
0,3,2,282,0.103883,0.896117,malignant,malignant
0,3,2,472,1,0,benign,benign
0,3,2,597,1,0,benign,benign
0,3,2,353,0.06,0.94,malignant,malignant
0,3,2,219,0.96,0.04,benign,benign
0,3,2,2,1,0,benign,benign
0,3,2,435,0.06,0.94,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
0,3,2,626,0.12,0.88,malignant,malignant
0,3,2,498,1,0,benign,benign
0,3,2,35,1,0,benign,benign
0,3,2,440,0.16,0.84,malignant,malignant
0,3,2,377,1,0,benign,benign
0,3,2,135,0.95,0.05,benign,benign
0,3,2,610,0.15,0.85,malignant,malignant
0,3,2,543,1,0,benign,benign
0,3,2,618,1,0,benign,benign
0,3,2,668,0.42,0.58,malignant,malignant
0,3,2,185,1,0,benign,benign
0,3,2,350,1,0,benign,benign
0,3,2,487,0.04,0.96,malignant,malignant
0,3,3,666,1,0,benign,benign
0,3,3,34,1,0,benign,benign
0,3,3,155,0.51,0.49,benign,malignant
0,3,3,692,1,0,benign,benign
0,3,3,426,0.83,0.17,benign,benign
0,3,3,86,0.3949,0.6051,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
0,3,3,247,0.043538,0.956462,malignant,malignant
0,3,3,245,1,0,benign,benign
0,3,3,373,1,0,benign,benign
0,3,3,284,0.02,0.98,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
0,3,3,611,0.05,0.95,malignant,malignant
0,3,3,181,1,0,benign,benign
0,3,3,451,1,0,benign,benign
0,3,3,698,0.14,0.86,malignant,malignant
0,3,3,469,1,0,benign,benign
0,3,3,400,0.01,0.99,malignant,malignant
0,3,3,656,1,0,benign,benign
0,3,3,16,1,0,benign,benign
0,3,3,266,0.06,0.94,malignant,malignant
0,3,3,29,1,0,benign,benign
0,3,3,383,1,0,benign,benign
0,3,3,215,0.03,0.97,malignant,malignant
0,3,3,596,1,0,benign,benign
0,3,3,541,1,0,benign,benign
0,3,3,312,0.19,0.81,malignant,malignant
0,3,3,616,1,0,benign,benign
0,3,3,313,1,0,benign,benign
0,3,3,358,0.08,0.92,malignant,malignant
0,3,3,606,1,0,benign,benign
0,3,3,481,0.86,0.14,benign,benign
0,3,3,300,0.06,0.94,malignant,malignant
0,3,3,119,1,0,benign,benign
0,3,3,478,1,0,benign,benign
0,3,3,105,0.44,0.56,malignant,malignant
0,3,3,388,1,0,benign,benign
0,3,3,563,1,0,benign,benign
0,3,3,282,0.06,0.94,malignant,malignant
0,3,3,472,0.99,0.01,benign,benign
0,3,3,597,1,0,benign,benign
0,3,3,353,0.08,0.92,malignant,malignant
0,3,3,219,0.97,0.03,benign,benign
0,3,3,2,1,0,benign,benign
0,3,3,435,0.103538,0.896462,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
0,3,3,626,0.0849,0.9151,malignant,malignant
0,3,3,498,1,0,benign,benign
0,3,3,35,1,0,benign,benign
0,3,3,440,0.142603,0.857397,malignant,malignant
0,3,3,377,1,0,benign,benign
0,3,3,135,0.94,0.06,benign,benign
0,3,3,610,0.162603,0.837397,malignant,malignant
0,3,3,543,1,0,benign,benign
0,3,3,618,1,0,benign,benign
0,3,3,668,0.2,0.8,malignant,malignant
0,3,3,185,1,0,benign,benign
0,3,3,350,1,0,benign,benign
0,3,3,487,0.04,0.96,malignant,malignant
0,3,4,666,1,0,benign,benign
0,3,4,34,1,0,benign,benign
0,3,4,155,0.524598,0.475402,benign,malignant
0,3,4,692,1,0,benign,benign
0,3,4,426,0.93,0.07,benign,benign
0,3,4,86,0.49,0.51,malignant,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
0,3,4,247,0.18,0.82,malignant,malignant
0,3,4,245,1,0,benign,benign
0,3,4,373,1,0,benign,benign
0,3,4,284,0.091006,0.908994,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
0,3,4,611,0.03,0.97,malignant,malignant
0,3,4,181,1,0,benign,benign
0,3,4,451,1,0,benign,benign
0,3,4,698,0.04,0.96,malignant,malignant
0,3,4,469,1,0,benign,benign
0,3,4,400,0.013677,0.986323,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
0,3,4,312,0.14,0.86,malignant,malignant
0,3,4,616,1,0,benign,benign
0,3,4,313,1,0,benign,benign
0,3,4,358,0.03,0.97,malignant,malignant
0,3,4,606,1,0,benign,benign
0,3,4,481,0.92,0.08,benign,benign
0,3,4,300,0.01,0.99,malignant,malignant
0,3,4,119,0.99,0.01,benign,benign
0,3,4,478,1,0,benign,benign
0,3,4,105,0.43,0.57,malignant,malignant
0,3,4,388,1,0,benign,benign
0,3,4,563,1,0,benign,benign
0,3,4,282,0.1,0.9,malignant,malignant
0,3,4,472,0.98,0.02,benign,benign
0,3,4,597,1,0,benign,benign
0,3,4,353,0.07,0.93,malignant,malignant
0,3,4,219,0.98,0.02,benign,benign
0,3,4,2,1,0,benign,benign
0,3,4,435,0.03,0.97,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
0,3,4,626,0.04,0.96,malignant,malignant
0,3,4,498,1,0,benign,benign
0,3,4,35,1,0,benign,benign
0,3,4,440,0.06,0.94,malignant,malignant
0,3,4,377,1,0,benign,benign
0,3,4,135,1,0,benign,benign
0,3,4,610,0.072988,0.927012,malignant,malignant
0,3,4,543,1,0,benign,benign
0,3,4,618,1,0,benign,benign
0,3,4,668,0.16,0.84,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
0,3,5,155,0.451459,0.548541,malignant,malignant
0,3,5,692,1,0,benign,benign
0,3,5,426,0.831368,0.168632,benign,benign
0,3,5,86,0.41,0.59,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
0,3,5,247,0.18,0.82,malignant,malignant
0,3,5,245,1,0,benign,benign
0,3,5,373,1,0,benign,benign
0,3,5,284,0.1,0.9,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,malignant,malignant
0,3,5,181,1,0,benign,benign
0,3,5,451,1,0,benign,benign
0,3,5,698,0.12,0.88,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
0,3,5,266,0.02,0.98,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
0,3,5,312,0.071068,0.928932,malignant,malignant
0,3,5,616,1,0,benign,benign
0,3,5,313,1,0,benign,benign
0,3,5,358,0.07,0.93,malignant,malignant
0,3,5,606,1,0,benign,benign
0,3,5,481,0.97,0.03,benign,benign
0,3,5,300,0.13,0.87,malignant,malignant
0,3,5,119,1,0,benign,benign
0,3,5,478,1,0,benign,benign
0,3,5,105,0.31,0.69,malignant,malignant
0,3,5,388,1,0,benign,benign
0,3,5,563,1,0,benign,benign
0,3,5,282,0.151364,0.848636,malignant,malignant
0,3,5,472,1,0,benign,benign
0,3,5,597,0.99,0.01,benign,benign
0,3,5,353,0.13,0.87,malignant,malignant
0,3,5,219,0.98,0.02,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
0,3,5,626,0.174364,0.825636,malignant,malignant
0,3,5,498,1,0,benign,benign
0,3,5,35,1,0,benign,benign
0,3,5,440,0.075,0.925,malignant,malignant
0,3,5,377,1,0,benign,benign
0,3,5,135,0.94,0.06,benign,benign
0,3,5,610,0.075,0.925,malignant,malignant
0,3,5,543,1,0,benign,benign
0,3,5,618,1,0,benign,benign
0,3,5,668,0.232157,0.767843,malignant,malignant
0,3,5,185,1,0,benign,benign
0,3,5,350,1,0,benign,benign
0,3,5,487,0.025,0.975,malignant,malignant
0,3,6,666,0.99,0.01,benign,benign
0,3,6,34,1,0,benign,benign
0,3,6,155,0.441111,0.558889,malignant,malignant
0,3,6,692,1,0,benign,benign
0,3,6,426,0.86,0.14,benign,benign
0,3,6,86,0.34,0.66,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
0,3,6,247,0.13,0.87,malignant,malignant
0,3,6,245,1,0,benign,benign
0,3,6,373,1,0,benign,benign
0,3,6,284,0.08049,0.91951,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
0,3,6,611,0.02,0.98,malignant,malignant
0,3,6,181,1,0,benign,benign
0,3,6,451,1,0,benign,benign
0,3,6,698,0.09,0.91,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
0,3,6,266,0.03,0.97,malignant,malignant
0,3,6,29,1,0,benign,benign
0,3,6,383,1,0,benign,benign
0,3,6,215,0.01,0.99,malignant,malignant
0,3,6,596,1,0,benign,benign
0,3,6,541,1,0,benign,benign
0,3,6,312,0.08,0.92,malignant,malignant
0,3,6,616,1,0,benign,benign
0,3,6,313,1,0,benign,benign
0,3,6,358,0.06,0.94,malignant,malignant
0,3,6,606,1,0,benign,benign
0,3,6,481,0.95,0.05,benign,benign
0,3,6,300,0.18,0.82,malignant,malignant
0,3,6,119,1,0,benign,benign
0,3,6,478,1,0,benign,benign
0,3,6,105,0.200414,0.799586,malignant,malignant
0,3,6,388,1,0,benign,benign
0,3,6,563,1,0,benign,benign
0,3,6,282,0.22,0.78,malignant,malignant
0,3,6,472,1,0,benign,benign
0,3,6,597,0.97,0.03,benign,benign
0,3,6,353,0.10232,0.89768,malignant,malignant
0,3,6,219,0.97,0.03,benign,benign
0,3,6,2,1,0,benign,benign
0,3,6,435,0.02,0.98,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
0,3,6,626,0.17,0.83,malignant,malignant
0,3,6,498,1,0,benign,benign
0,3,6,35,1,0,benign,benign
0,3,6,440,0.06,0.94,malignant,malignant
0,3,6,377,1,0,benign,benign
0,3,6,135,0.94,0.06,benign,benign
0,3,6,610,0.07,0.93,malignant,malignant
0,3,6,543,1,0,benign,benign
0,3,6,618,1,0,benign,benign
0,3,6,668,0.24,0.76,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
0,3,7,666,0.97,0.03,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
0,3,7,426,0.848339,0.151661,benign,benign
0,3,7,86,0.203214,0.796786,malignant,malignant
0,3,7,172,1,0,benign,benign
0,3,7,623,1,0,benign,benign
0,3,7,571,0.02,0.98,malignant,malignant
0,3,7,351,1,0,benign,benign
0,3,7,337,1,0,benign,benign
0,3,7,247,0.133333,0.866667,malignant,malignant
0,3,7,245,1,0,benign,benign
0,3,7,373,1,0,benign,benign
0,3,7,284,0.037062,0.962938,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
0,3,7,611,0.021889,0.978111,malignant,malignant
0,3,7,181,1,0,benign,benign
0,3,7,451,1,0,benign,benign
0,3,7,698,0.022599,0.977401,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
0,3,7,266,0.01,0.99,malignant,malignant
0,3,7,29,1,0,benign,benign
0,3,7,383,1,0,benign,benign
0,3,7,215,0.01,0.99,malignant,malignant
0,3,7,596,1,0,benign,benign
0,3,7,541,1,0,benign,benign
0,3,7,312,0.108826,0.891174,malignant,malignant
0,3,7,616,1,0,benign,benign
0,3,7,313,1,0,benign,benign
0,3,7,358,0.04,0.96,malignant,malignant
0,3,7,606,1,0,benign,benign
0,3,7,481,0.95,0.05,benign,benign
0,3,7,300,0.15,0.85,malignant,malignant
0,3,7,119,1,0,benign,benign
0,3,7,478,1,0,benign,benign
0,3,7,105,0.26,0.74,malignant,malignant
0,3,7,388,1,0,benign,benign
0,3,7,563,1,0,benign,benign
0,3,7,282,0.11,0.89,malignant,malignant
0,3,7,472,1,0,benign,benign
0,3,7,597,0.98,0.02,benign,benign
0,3,7,353,0.12957,0.87043,malignant,malignant
0,3,7,219,0.98,0.02,benign,benign
0,3,7,2,1,0,benign,benign
0,3,7,435,0.02,0.98,malignant,malignant
0,3,7,439,1,0,benign,benign
0,3,7,183,0.01,0.99,malignant,malignant
0,3,7,327,1,0,benign,benign
0,3,7,579,1,0,benign,benign
0,3,7,626,0.181699,0.818301,malignant,malignant
0,3,7,498,1,0,benign,benign
0,3,7,35,1,0,benign,benign
0,3,7,440,0.05,0.95,malignant,malignant
0,3,7,377,1,0,benign,benign
0,3,7,135,0.96,0.04,benign,benign
0,3,7,610,0.05,0.95,malignant,malignant
0,3,7,543,1,0,benign,benign
0,3,7,618,1,0,benign,benign
0,3,7,668,0.23381,0.76619,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
0,4,0,235,0.784181,0.215819,benign,benign
0,4,0,459,0.96,0.04,benign,benign
0,4,0,523,0,1,malignant,malignant
0,4,0,90,1,0,benign,benign
0,4,0,13,1,0,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
0,4,0,174,0.05,0.95,malignant,malignant
0,4,0,129,0.94,0.06,benign,benign
0,4,0,287,0.98,0.02,benign,benign
0,4,0,49,0.01,0.99,malignant,malignant
0,4,0,198,1,0,benign,benign
0,4,0,669,0.07,0.93,malignant,malignant
0,4,0,257,1,0,benign,benign
0,4,0,634,1,0,benign,benign
0,4,0,103,0.6,0.4,benign,malignant
0,4,0,363,0.66,0.34,benign,benign
0,4,0,390,1,0,benign,benign
0,4,0,253,0.03,0.97,malignant,malignant
0,4,0,560,1,0,benign,benign
0,4,0,655,1,0,benign,benign
0,4,0,132,0.02,0.98,malignant,malignant
0,4,0,252,0.1,0.9,malignant,benign
0,4,0,297,0.571743,0.428257,benign,benign
0,4,0,159,0,1,malignant,malignant
0,4,0,528,0.94,0.06,benign,benign
0,4,0,503,1,0,benign,benign
0,4,0,349,0.2,0.8,malignant,malignant
0,4,0,578,1,0,benign,benign
0,4,0,550,1,0,benign,benign
0,4,0,251,0.05,0.95,malignant,malignant
0,4,0,6,0.72,0.28,benign,benign
0,4,0,672,1,0,benign,benign
0,4,0,590,0.43,0.57,malignant,malignant
0,4,0,120,1,0,benign,benign
0,4,0,674,1,0,benign,benign
0,4,0,594,0.05,0.95,malignant,malignant
0,4,0,78,0.99,0.01,benign,benign
0,4,0,458,0.99,0.01,benign,benign
0,4,0,295,0.01,0.99,malignant,malignant
0,4,0,649,1,0,benign,benign
0,4,0,87,0.02,0.98,malignant,malignant
0,4,0,88,1,0,benign,benign
0,4,0,614,1,0,benign,benign
0,4,0,570,0.02,0.98,malignant,malignant
0,4,0,601,1,0,benign,benign
0,4,0,76,0.94,0.06,benign,benign
0,4,0,52,0.18,0.82,malignant,malignant
0,4,0,372,0.99,0.01,benign,benign
0,4,0,194,1,0,benign,benign
0,4,0,167,0.34,0.66,malignant,malignant
0,4,0,625,0.66,0.34,benign,benign
0,4,0,682,0.99,0.01,benign,benign
0,4,0,565,0.01,0.99,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
0,4,0,288,0.44,0.56,malignant,malignant
0,4,0,473,1,0,benign,benign
0,4,0,26,0.98,0.02,benign,benign
0,4,0,586,0.01,0.99,malignant,malignant
0,4,0,520,0.98,0.02,benign,benign
0,4,0,613,0.95,0.05,benign,benign
0,4,0,268,0.1,0.9,malignant,malignant
0,4,0,80,0.96,0.04,benign,benign
0,4,0,342,1,0,benign,benign
0,4,0,177,0.49,0.51,malignant,malignant
0,4,1,235,0.868628,0.131372,benign,benign
0,4,1,459,0.97,0.03,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
0,4,1,14,0.01,0.99,malignant,malignant
0,4,1,95,1,0,benign,benign
0,4,1,631,1,0,benign,benign
0,4,1,174,0.14,0.86,malignant,malignant
0,4,1,129,0.88,0.12,benign,benign
0,4,1,287,0.99,0.01,benign,benign
0,4,1,49,0.03,0.97,malignant,malignant
0,4,1,198,1,0,benign,benign
0,4,1,669,0.04,0.96,malignant,malignant
0,4,1,257,1,0,benign,benign
0,4,1,634,1,0,benign,benign
0,4,1,103,0.59,0.41,benign,malignant
0,4,1,363,0.78,0.22,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
0,4,1,132,0.05,0.95,malignant,malignant
0,4,1,252,0.26,0.74,malignant,benign
0,4,1,297,0.556571,0.443429,benign,benign
0,4,1,159,0,1,malignant,malignant
0,4,1,528,0.92,0.08,benign,benign
0,4,1,503,1,0,benign,benign
0,4,1,349,0.32,0.68,malignant,malignant
0,4,1,578,1,0,benign,benign
0,4,1,550,1,0,benign,benign
0,4,1,251,0.02,0.98,malignant,malignant
0,4,1,6,0.72,0.28,benign,benign
0,4,1,672,1,0,benign,benign
0,4,1,590,0.31,0.69,malignant,malignant
0,4,1,120,1,0,benign,benign
0,4,1,674,1,0,benign,benign
0,4,1,594,0.14,0.86,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
0,4,1,87,0.02,0.98,malignant,malignant
0,4,1,88,1,0,benign,benign
0,4,1,614,1,0,benign,benign
0,4,1,570,0.04,0.96,malignant,malignant
0,4,1,601,1,0,benign,benign
0,4,1,76,0.97,0.03,benign,benign
0,4,1,52,0.18,0.82,malignant,malignant
0,4,1,372,1,0,benign,benign
0,4,1,194,1,0,benign,benign
0,4,1,167,0.17,0.83,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
0,4,1,386,0.16,0.84,malignant,malignant
0,4,1,61,1,0,benign,benign
0,4,1,642,1,0,benign,benign
0,4,1,288,0.62,0.38,benign,malignant
0,4,1,473,1,0,benign,benign
0,4,1,26,0.99,0.01,benign,benign
0,4,1,586,0,1,malignant,malignant
0,4,1,520,0.99,0.01,benign,benign
0,4,1,613,0.98,0.02,benign,benign
0,4,1,268,0.03,0.97,malignant,malignant
0,4,1,80,0.95,0.05,benign,benign
0,4,1,342,1,0,benign,benign
0,4,1,177,0.33,0.67,malignant,malignant
0,4,2,235,0.914554,0.085446,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
0,4,2,174,0.07,0.93,malignant,malignant
0,4,2,129,0.96,0.04,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
0,4,2,669,0.04,0.96,malignant,malignant
0,4,2,257,1,0,benign,benign
0,4,2,634,1,0,benign,benign
0,4,2,103,0.69,0.31,benign,malignant
0,4,2,363,0.83,0.17,benign,benign
0,4,2,390,1,0,benign,benign
0,4,2,253,0.02,0.98,malignant,malignant
0,4,2,560,1,0,benign,benign
0,4,2,655,1,0,benign,benign
0,4,2,132,0.06,0.94,malignant,malignant
0,4,2,252,0.193148,0.806852,malignant,benign
0,4,2,297,0.626286,0.373714,benign,benign
0,4,2,159,0,1,malignant,malignant
0,4,2,528,0.96,0.04,benign,benign
0,4,2,503,1,0,benign,benign
0,4,2,349,0.234369,0.765631,malignant,malignant
0,4,2,578,1,0,benign,benign
0,4,2,550,1,0,benign,benign
0,4,2,251,0.02,0.98,malignant,malignant
0,4,2,6,0.794461,0.205539,benign,benign
0,4,2,672,1,0,benign,benign
0,4,2,590,0.36,0.64,malignant,malignant
0,4,2,120,1,0,benign,benign
0,4,2,674,1,0,benign,benign
0,4,2,594,0.1,0.9,malignant,malignant
0,4,2,78,1,0,benign,benign
0,4,2,458,1,0,benign,benign
0,4,2,295,0.02,0.98,malignant,malignant
0,4,2,649,1,0,benign,benign
0,4,2,87,0.08,0.92,malignant,malignant
0,4,2,88,1,0,benign,benign
0,4,2,614,1,0,benign,benign
0,4,2,570,0.1,0.9,malignant,malignant
0,4,2,601,1,0,benign,benign
0,4,2,76,0.99,0.01,benign,benign
0,4,2,52,0.17,0.83,malignant,malignant
0,4,2,372,1,0,benign,benign
0,4,2,194,1,0,benign,benign
0,4,2,167,0.19,0.81,malignant,malignant
0,4,2,625,0.896044,0.103956,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
0,4,2,386,0.09,0.91,malignant,malignant
0,4,2,61,1,0,benign,benign
0,4,2,642,1,0,benign,benign
0,4,2,288,0.46216,0.53784,malignant,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
0,4,2,613,0.99,0.01,benign,benign
0,4,2,268,0.03,0.97,malignant,malignant
0,4,2,80,0.92,0.08,benign,benign
0,4,2,342,1,0,benign,benign
0,4,2,177,0.32,0.68,malignant,malignant
0,4,3,235,0.976268,0.023732,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
0,4,3,174,0.11,0.89,malignant,malignant
0,4,3,129,0.94,0.06,benign,benign
0,4,3,287,1,0,benign,benign
0,4,3,49,0.06,0.94,malignant,malignant
0,4,3,198,1,0,benign,benign
0,4,3,669,0.03,0.97,malignant,malignant
0,4,3,257,1,0,benign,benign
0,4,3,634,1,0,benign,benign
0,4,3,103,0.49,0.51,malignant,malignant
0,4,3,363,0.81,0.19,benign,benign
0,4,3,390,1,0,benign,benign
0,4,3,253,0.11,0.89,malignant,malignant
0,4,3,560,1,0,benign,benign
0,4,3,655,1,0,benign,benign
0,4,3,132,0.12,0.88,malignant,malignant
0,4,3,252,0.27,0.73,malignant,benign
0,4,3,297,0.61184,0.38816,benign,benign
0,4,3,159,0.01,0.99,malignant,malignant
0,4,3,528,0.97,0.03,benign,benign
0,4,3,503,1,0,benign,benign
0,4,3,349,0.2649,0.7351,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
0,4,3,6,0.961689,0.038311,benign,benign
0,4,3,672,1,0,benign,benign
0,4,3,590,0.46,0.54,malignant,malignant
0,4,3,120,1,0,benign,benign
0,4,3,674,1,0,benign,benign
0,4,3,594,0.27,0.73,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
0,4,3,87,0.08,0.92,malignant,malignant
0,4,3,88,1,0,benign,benign
0,4,3,614,1,0,benign,benign
0,4,3,570,0.14,0.86,malignant,malignant
0,4,3,601,1,0,benign,benign
0,4,3,76,0.99,0.01,benign,benign
0,4,3,52,0.06,0.94,malignant,malignant
0,4,3,372,1,0,benign,benign
0,4,3,194,1,0,benign,benign
0,4,3,167,0.23,0.77,malignant,malignant
0,4,3,625,0.95069,0.04931,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
0,4,3,386,0.15,0.85,malignant,malignant
0,4,3,61,1,0,benign,benign
0,4,3,642,1,0,benign,benign
0,4,3,288,0.39,0.61,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
0,4,3,613,0.98,0.02,benign,benign
0,4,3,268,0.12,0.88,malignant,malignant
0,4,3,80,0.87,0.13,benign,benign
0,4,3,342,1,0,benign,benign
0,4,3,177,0.21,0.79,malignant,malignant
0,4,4,235,0.942529,0.057471,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
0,4,4,174,0.03,0.97,malignant,malignant
0,4,4,129,0.95,0.05,benign,benign
0,4,4,287,1,0,benign,benign
0,4,4,49,0.08,0.92,malignant,malignant
0,4,4,198,1,0,benign,benign
0,4,4,669,0.01,0.99,malignant,malignant
0,4,4,257,1,0,benign,benign
0,4,4,634,1,0,benign,benign
0,4,4,103,0.52,0.48,benign,malignant
0,4,4,363,0.86,0.14,benign,benign
0,4,4,390,1,0,benign,benign
0,4,4,253,0.05414,0.94586,malignant,malignant
0,4,4,560,1,0,benign,benign
0,4,4,655,1,0,benign,benign
0,4,4,132,0.09,0.91,malignant,malignant
0,4,4,252,0.292133,0.707867,malignant,benign
0,4,4,297,0.712185,0.287815,benign,benign
0,4,4,159,0,1,malignant,malignant
0,4,4,528,0.98,0.02,benign,benign
0,4,4,503,1,0,benign,benign
0,4,4,349,0.292651,0.707349,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
0,4,4,6,0.911664,0.088336,benign,benign
0,4,4,672,1,0,benign,benign
0,4,4,590,0.39,0.61,malignant,malignant
0,4,4,120,1,0,benign,benign
0,4,4,674,1,0,benign,benign
0,4,4,594,0.22,0.78,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
0,4,4,87,0.02,0.98,malignant,malignant
0,4,4,88,1,0,benign,benign
0,4,4,614,1,0,benign,benign
0,4,4,570,0.13,0.87,malignant,malignant
0,4,4,601,1,0,benign,benign
0,4,4,76,1,0,benign,benign
0,4,4,52,0.05,0.95,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
0,4,4,625,0.9,0.1,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
0,4,4,386,0.07,0.93,malignant,malignant
0,4,4,61,1,0,benign,benign
0,4,4,642,1,0,benign,benign
0,4,4,288,0.52,0.48,benign,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
0,4,4,613,0.97,0.03,benign,benign
0,4,4,268,0.02,0.98,malignant,malignant
0,4,4,80,0.88,0.12,benign,benign
0,4,4,342,1,0,benign,benign
0,4,4,177,0.2,0.8,malignant,malignant
0,4,5,235,0.960531,0.039469,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
0,4,5,14,0.02,0.98,malignant,malignant
0,4,5,95,1,0,benign,benign
0,4,5,631,1,0,benign,benign
0,4,5,174,0.01,0.99,malignant,malignant
0,4,5,129,0.96,0.04,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
0,4,5,669,0.01,0.99,malignant,malignant
0,4,5,257,1,0,benign,benign
0,4,5,634,1,0,benign,benign
0,4,5,103,0.51,0.49,benign,malignant
0,4,5,363,0.68,0.32,benign,benign
0,4,5,390,1,0,benign,benign
0,4,5,253,0.01,0.99,malignant,malignant
0,4,5,560,1,0,benign,benign
0,4,5,655,1,0,benign,benign
0,4,5,132,0.06,0.94,malignant,malignant
0,4,5,252,0.16,0.84,malignant,benign
0,4,5,297,0.489811,0.510189,malignant,benign
0,4,5,159,0,1,malignant,malignant
0,4,5,528,0.99,0.01,benign,benign
0,4,5,503,1,0,benign,benign
0,4,5,349,0.401123,0.598877,malignant,malignant
0,4,5,578,1,0,benign,benign
0,4,5,550,1,0,benign,benign
0,4,5,251,0.01,0.99,malignant,malignant
0,4,5,6,0.916312,0.083688,benign,benign
0,4,5,672,1,0,benign,benign
0,4,5,590,0.29,0.71,malignant,malignant
0,4,5,120,1,0,benign,benign
0,4,5,674,1,0,benign,benign
0,4,5,594,0.18,0.82,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
0,4,5,87,0.083001,0.916999,malignant,malignant
0,4,5,88,1,0,benign,benign
0,4,5,614,1,0,benign,benign
0,4,5,570,0.092933,0.907067,malignant,malignant
0,4,5,601,1,0,benign,benign
0,4,5,76,1,0,benign,benign
0,4,5,52,0.05,0.95,malignant,malignant
0,4,5,372,1,0,benign,benign
0,4,5,194,1,0,benign,benign
0,4,5,167,0.1,0.9,malignant,malignant
0,4,5,625,0.95,0.05,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
0,4,5,386,0.05,0.95,malignant,malignant
0,4,5,61,1,0,benign,benign
0,4,5,642,1,0,benign,benign
0,4,5,288,0.57,0.43,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
0,4,5,613,0.98,0.02,benign,benign
0,4,5,268,0.01,0.99,malignant,malignant
0,4,5,80,0.95,0.05,benign,benign
0,4,5,342,1,0,benign,benign
0,4,5,177,0.15,0.85,malignant,malignant
0,4,6,235,0.93086,0.06914,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
0,4,6,14,0.02,0.98,malignant,malignant
0,4,6,95,1,0,benign,benign
0,4,6,631,1,0,benign,benign
0,4,6,174,0.01,0.99,malignant,malignant
0,4,6,129,0.94,0.06,benign,benign
0,4,6,287,1,0,benign,benign
0,4,6,49,0.09,0.91,malignant,malignant
0,4,6,198,1,0,benign,benign
0,4,6,669,0.02,0.98,malignant,malignant
0,4,6,257,1,0,benign,benign
0,4,6,634,1,0,benign,benign
0,4,6,103,0.31,0.69,malignant,malignant
0,4,6,363,0.77,0.23,benign,benign
0,4,6,390,1,0,benign,benign
0,4,6,253,0.03,0.97,malignant,malignant
0,4,6,560,1,0,benign,benign
0,4,6,655,1,0,benign,benign
0,4,6,132,0.06,0.94,malignant,malignant
0,4,6,252,0.10263,0.89737,malignant,benign
0,4,6,297,0.602121,0.397879,benign,benign
0,4,6,159,0,1,malignant,malignant
0,4,6,528,0.98,0.02,benign,benign
0,4,6,503,1,0,benign,benign
0,4,6,349,0.140593,0.859407,malignant,malignant
0,4,6,578,1,0,benign,benign
0,4,6,550,1,0,benign,benign
0,4,6,251,0.01,0.99,malignant,malignant
0,4,6,6,0.946111,0.053889,benign,benign
0,4,6,672,1,0,benign,benign
0,4,6,590,0.18,0.82,malignant,malignant
0,4,6,120,1,0,benign,benign
0,4,6,674,1,0,benign,benign
0,4,6,594,0.06383,0.93617,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
0,4,6,87,0.053145,0.946855,malignant,malignant
0,4,6,88,1,0,benign,benign
0,4,6,614,1,0,benign,benign
0,4,6,570,0.07,0.93,malignant,malignant
0,4,6,601,1,0,benign,benign
0,4,6,76,1,0,benign,benign
0,4,6,52,0.07,0.93,malignant,malignant
0,4,6,372,1,0,benign,benign
0,4,6,194,1,0,benign,benign
0,4,6,167,0.06,0.94,malignant,malignant
0,4,6,625,0.9,0.1,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
0,4,6,386,0.02,0.98,malignant,malignant
0,4,6,61,1,0,benign,benign
0,4,6,642,1,0,benign,benign
0,4,6,288,0.39,0.61,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
0,4,6,268,0.02,0.98,malignant,malignant
0,4,6,80,0.98,0.02,benign,benign
0,4,6,342,1,0,benign,benign
0,4,6,177,0.19,0.81,malignant,malignant
0,4,7,235,0.933189,0.066811,benign,benign
0,4,7,459,1,0,benign,benign
0,4,7,523,0.01,0.99,malignant,malignant
0,4,7,90,1,0,benign,benign
0,4,7,13,1,0,benign,benign
0,4,7,14,0.013881,0.986119,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
0,4,7,129,0.97,0.03,benign,benign
0,4,7,287,1,0,benign,benign
0,4,7,49,0.09,0.91,malignant,malignant
0,4,7,198,1,0,benign,benign
0,4,7,669,0.06,0.94,malignant,malignant
0,4,7,257,1,0,benign,benign
0,4,7,634,1,0,benign,benign
0,4,7,103,0.31,0.69,malignant,malignant
0,4,7,363,0.629057,0.370943,benign,benign
0,4,7,390,1,0,benign,benign
0,4,7,253,0.01,0.99,malignant,malignant
0,4,7,560,1,0,benign,benign
0,4,7,655,1,0,benign,benign
0,4,7,132,0.06,0.94,malignant,malignant
0,4,7,252,0.06,0.94,malignant,benign
0,4,7,297,0.501455,0.498545,benign,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
0,4,7,349,0.150379,0.849621,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
0,4,7,6,0.909315,0.090685,benign,benign
0,4,7,672,1,0,benign,benign
0,4,7,590,0.170993,0.829007,malignant,malignant
0,4,7,120,1,0,benign,benign
0,4,7,674,1,0,benign,benign
0,4,7,594,0.03,0.97,malignant,malignant
0,4,7,78,1,0,benign,benign
0,4,7,458,1,0,benign,benign
0,4,7,295,0.07,0.93,malignant,malignant
0,4,7,649,1,0,benign,benign
0,4,7,87,0.06,0.94,malignant,malignant
0,4,7,88,1,0,benign,benign
0,4,7,614,1,0,benign,benign
0,4,7,570,0.03,0.97,malignant,malignant
0,4,7,601,1,0,benign,benign
0,4,7,76,1,0,benign,benign
0,4,7,52,0.08,0.92,malignant,malignant
0,4,7,372,1,0,benign,benign
0,4,7,194,1,0,benign,benign
0,4,7,167,0.08,0.92,malignant,malignant
0,4,7,625,0.96,0.04,benign,benign
0,4,7,682,1,0,benign,benign
0,4,7,565,0.0135,0.9865,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
0,4,7,288,0.47,0.53,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
0,4,7,268,0.038132,0.961868,malignant,malignant
0,4,7,80,0.92,0.08,benign,benign
0,4,7,342,1,0,benign,benign
0,4,7,177,0.063358,0.936642,malignant,malignant
0,5,0,637,0.85,0.15,benign,benign
0,5,0,56,0.11,0.89,malignant,malignant
0,5,0,343,1,0,benign,benign
0,5,0,430,0.93,0.07,benign,benign
0,5,0,568,0.14,0.86,malignant,malignant
0,5,0,567,0.99,0.01,benign,benign
0,5,0,398,0.96,0.04,benign,benign
0,5,0,588,0.28,0.72,malignant,malignant
0,5,0,72,0.77,0.23,benign,benign
0,5,0,31,1,0,benign,benign
0,5,0,23,0.471857,0.528143,malignant,malignant
0,5,0,554,1,0,benign,benign
0,5,0,315,0.227214,0.772786,malignant,benign
0,5,0,272,0.2,0.8,malignant,malignant
0,5,0,640,1,0,benign,benign
0,5,0,558,1,0,benign,benign
0,5,0,482,0.03,0.97,malignant,malignant
0,5,0,48,1,0,benign,benign
0,5,0,66,1,0,benign,benign
0,5,0,59,0.62,0.38,benign,malignant
0,5,0,468,1,0,benign,benign
0,5,0,89,0.98,0.02,benign,benign
0,5,0,226,0.01,0.99,malignant,malignant
0,5,0,694,0.98,0.02,benign,benign
0,5,0,371,0.97,0.03,benign,benign
0,5,0,237,0.37,0.63,malignant,malignant
0,5,0,378,0.88,0.12,benign,benign
0,5,0,220,1,0,benign,benign
0,5,0,190,0.01,0.99,malignant,malignant
0,5,0,162,1,0,benign,benign
0,5,0,603,0.39,0.61,malignant,malignant
0,5,0,617,0.950208,0.049792,benign,benign
0,5,0,695,1,0,benign,benign
0,5,0,122,0,1,malignant,malignant
0,5,0,651,0.99,0.01,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
0,5,0,544,0.93,0.07,benign,benign
0,5,0,465,0.04,0.96,malignant,malignant
0,5,0,454,0.93,0.07,benign,benign
0,5,0,566,0.99,0.01,benign,benign
0,5,0,264,0.21,0.79,malignant,malignant
0,5,0,22,1,0,benign,benign
0,5,0,644,1,0,benign,benign
0,5,0,381,0.02,0.98,malignant,malignant
0,5,0,492,1,0,benign,benign
0,5,0,441,0.64,0.36,benign,benign
0,5,0,453,0.02,0.98,malignant,malignant
0,5,0,154,1,0,benign,benign
0,5,0,394,0.91,0.09,benign,benign
0,5,0,191,0,1,malignant,malignant
0,5,0,385,0.84,0.16,benign,benign
0,5,0,346,0.88,0.12,benign,benign
0,5,0,187,0,1,malignant,malignant
0,5,0,499,1,0,benign,benign
0,5,0,130,0.93,0.07,benign,benign
0,5,0,236,0.01,0.99,malignant,malignant
0,5,0,196,0.02,0.98,malignant,benign
0,5,0,488,0.23,0.77,malignant,malignant
0,5,0,319,0.14,0.86,malignant,benign
0,5,0,504,1,0,benign,benign
0,5,0,246,0.01,0.99,malignant,malignant
0,5,0,393,1,0,benign,benign
0,5,0,153,0.99,0.01,benign,benign
0,5,0,12,0.64,0.36,benign,malignant
0,5,0,92,1,0,benign,benign
0,5,0,536,1,0,benign,benign
0,5,0,691,0.08,0.92,malignant,malignant
0,5,0,396,1,0,benign,benign
0,5,1,637,0.97,0.03,benign,benign
0,5,1,56,0.07,0.93,malignant,malignant
0,5,1,343,1,0,benign,benign
0,5,1,430,0.98,0.02,benign,benign
0,5,1,568,0.1,0.9,malignant,malignant
0,5,1,567,1,0,benign,benign
0,5,1,398,0.99,0.01,benign,benign
0,5,1,588,0.15,0.85,malignant,malignant
0,5,1,72,0.9,0.1,benign,benign
0,5,1,31,1,0,benign,benign
0,5,1,23,0.271824,0.728176,malignant,malignant
0,5,1,554,1,0,benign,benign
0,5,1,315,0.271741,0.728259,malignant,benign
0,5,1,272,0.42,0.58,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
0,5,1,59,0.48,0.52,malignant,malignant
0,5,1,468,1,0,benign,benign
0,5,1,89,0.99,0.01,benign,benign
0,5,1,226,0,1,malignant,malignant
0,5,1,694,0.99,0.01,benign,benign
0,5,1,371,0.97,0.03,benign,benign
0,5,1,237,0.14,0.86,malignant,malignant
0,5,1,378,0.95,0.05,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
0,5,1,603,0.28,0.72,malignant,malignant
0,5,1,617,0.944453,0.055547,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
0,5,1,544,0.97,0.03,benign,benign
0,5,1,465,0,1,malignant,malignant
0,5,1,454,0.97,0.03,benign,benign
0,5,1,566,1,0,benign,benign
0,5,1,264,0.14,0.86,malignant,malignant
0,5,1,22,1,0,benign,benign
0,5,1,644,1,0,benign,benign
0,5,1,381,0.01,0.99,malignant,malignant
0,5,1,492,1,0,benign,benign
0,5,1,441,0.94,0.06,benign,benign
0,5,1,453,0.01,0.99,malignant,malignant
0,5,1,154,1,0,benign,benign
0,5,1,394,0.96,0.04,benign,benign
0,5,1,191,0.01,0.99,malignant,malignant
0,5,1,385,0.94,0.06,benign,benign
0,5,1,346,0.97,0.03,benign,benign
0,5,1,187,0,1,malignant,malignant
0,5,1,499,1,0,benign,benign
0,5,1,130,0.97,0.03,benign,benign
0,5,1,236,0,1,malignant,malignant
0,5,1,196,0.02,0.98,malignant,benign
0,5,1,488,0.23,0.77,malignant,malignant
0,5,1,319,0.36,0.64,malignant,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
0,5,1,691,0.18,0.82,malignant,malignant
0,5,1,396,1,0,benign,benign
0,5,2,637,0.97,0.03,benign,benign
0,5,2,56,0.04,0.96,malignant,malignant
0,5,2,343,1,0,benign,benign
0,5,2,430,0.98,0.02,benign,benign
0,5,2,568,0.06,0.94,malignant,malignant
0,5,2,567,1,0,benign,benign
0,5,2,398,1,0,benign,benign
0,5,2,588,0.18,0.82,malignant,malignant
0,5,2,72,0.85,0.15,benign,benign
0,5,2,31,1,0,benign,benign
0,5,2,23,0.237724,0.762276,malignant,malignant
0,5,2,554,1,0,benign,benign
0,5,2,315,0.310998,0.689002,malignant,benign
0,5,2,272,0.340485,0.659515,malignant,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
0,5,2,59,0.47,0.53,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
0,5,2,237,0.12,0.88,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
0,5,2,603,0.27,0.73,malignant,malignant
0,5,2,617,0.981519,0.018481,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
0,5,2,454,0.99,0.01,benign,benign
0,5,2,566,1,0,benign,benign
0,5,2,264,0.12,0.88,malignant,malignant
0,5,2,22,1,0,benign,benign
0,5,2,644,1,0,benign,benign
0,5,2,381,0.01,0.99,malignant,malignant
0,5,2,492,1,0,benign,benign
0,5,2,441,0.963883,0.036117,benign,benign
0,5,2,453,0.05,0.95,malignant,malignant
0,5,2,154,1,0,benign,benign
0,5,2,394,0.99,0.01,benign,benign
0,5,2,191,0,1,malignant,malignant
0,5,2,385,0.95,0.05,benign,benign
0,5,2,346,0.94,0.06,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
0,5,2,196,0.02,0.98,malignant,benign
0,5,2,488,0.26,0.74,malignant,malignant
0,5,2,319,0.32,0.68,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
0,5,2,12,0.83,0.17,benign,malignant
0,5,2,92,1,0,benign,benign
0,5,2,536,1,0,benign,benign
0,5,2,691,0.22,0.78,malignant,malignant
0,5,2,396,1,0,benign,benign
0,5,3,637,0.96,0.04,benign,benign
0,5,3,56,0.093538,0.906462,malignant,malignant
0,5,3,343,1,0,benign,benign
0,5,3,430,0.97,0.03,benign,benign
0,5,3,568,0.033538,0.966462,malignant,malignant
0,5,3,567,1,0,benign,benign
0,5,3,398,1,0,benign,benign
0,5,3,588,0.25,0.75,malignant,malignant
0,5,3,72,0.8,0.2,benign,benign
0,5,3,31,1,0,benign,benign
0,5,3,23,0.155398,0.844602,malignant,malignant
0,5,3,554,1,0,benign,benign
0,5,3,315,0.223458,0.776542,malignant,benign
0,5,3,272,0.2849,0.7151,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
0,5,3,59,0.42,0.58,malignant,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
0,5,3,237,0.03,0.97,malignant,malignant
0,5,3,378,0.99,0.01,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
0,5,3,603,0.16,0.84,malignant,malignant
0,5,3,617,0.993177,0.006823,benign,benign
0,5,3,695,1,0,benign,benign
0,5,3,122,0.01,0.99,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
0,5,3,465,0.02,0.98,malignant,malignant
0,5,3,454,0.98,0.02,benign,benign
0,5,3,566,1,0,benign,benign
0,5,3,264,0.05,0.95,malignant,malignant
0,5,3,22,1,0,benign,benign
0,5,3,644,1,0,benign,benign
0,5,3,381,0.01,0.99,malignant,malignant
0,5,3,492,1,0,benign,benign
0,5,3,441,0.96069,0.03931,benign,benign
0,5,3,453,0.01,0.99,malignant,malignant
0,5,3,154,1,0,benign,benign
0,5,3,394,0.99,0.01,benign,benign
0,5,3,191,0,1,malignant,malignant
0,5,3,385,0.87,0.13,benign,benign
0,5,3,346,0.96,0.04,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
0,5,3,236,0.05,0.95,malignant,malignant
0,5,3,196,0,1,malignant,benign
0,5,3,488,0.29,0.71,malignant,malignant
0,5,3,319,0.16,0.84,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
0,5,3,12,0.76,0.24,benign,malignant
0,5,3,92,1,0,benign,benign
0,5,3,536,1,0,benign,benign
0,5,3,691,0.42,0.58,malignant,malignant
0,5,3,396,1,0,benign,benign
0,5,4,637,0.96,0.04,benign,benign
0,5,4,56,0.07,0.93,malignant,malignant
0,5,4,343,1,0,benign,benign
0,5,4,430,0.97,0.03,benign,benign
0,5,4,568,0.04,0.96,malignant,malignant
0,5,4,567,0.99,0.01,benign,benign
0,5,4,398,1,0,benign,benign
0,5,4,588,0.13,0.87,malignant,malignant
0,5,4,72,0.8,0.2,benign,benign
0,5,4,31,1,0,benign,benign
0,5,4,23,0.112386,0.887614,malignant,malignant
0,5,4,554,1,0,benign,benign
0,5,4,315,0.121548,0.878452,malignant,benign
0,5,4,272,0.25414,0.74586,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
0,5,4,59,0.3,0.7,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
0,5,4,378,0.98,0.02,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
0,5,4,603,0.08,0.92,malignant,malignant
0,5,4,617,0.993413,0.006587,benign,benign
0,5,4,695,1,0,benign,benign
0,5,4,122,0.01,0.99,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
0,5,4,454,0.96,0.04,benign,benign
0,5,4,566,1,0,benign,benign
0,5,4,264,0.02,0.98,malignant,malignant
0,5,4,22,1,0,benign,benign
0,5,4,644,1,0,benign,benign
0,5,4,381,0.01,0.99,malignant,malignant
0,5,4,492,1,0,benign,benign
0,5,4,441,0.920788,0.079212,benign,benign
0,5,4,453,0.01,0.99,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
0,5,4,385,0.87,0.13,benign,benign
0,5,4,346,0.94,0.06,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
0,5,4,236,0.01,0.99,malignant,malignant
0,5,4,196,0,1,malignant,benign
0,5,4,488,0.23,0.77,malignant,malignant
0,5,4,319,0.14,0.86,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
0,5,4,153,0.99,0.01,benign,benign
0,5,4,12,0.78,0.22,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
0,5,5,637,0.95,0.05,benign,benign
0,5,5,56,0.05,0.95,malignant,malignant
0,5,5,343,1,0,benign,benign
0,5,5,430,0.99,0.01,benign,benign
0,5,5,568,0.07,0.93,malignant,malignant
0,5,5,567,0.99,0.01,benign,benign
0,5,5,398,1,0,benign,benign
0,5,5,588,0.05,0.95,malignant,malignant
0,5,5,72,0.74,0.26,benign,benign
0,5,5,31,1,0,benign,benign
0,5,5,23,0.076708,0.923292,malignant,malignant
0,5,5,554,1,0,benign,benign
0,5,5,315,0.111175,0.888825,malignant,benign
0,5,5,272,0.29,0.71,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
0,5,5,59,0.17,0.83,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
0,5,5,237,0.02,0.98,malignant,malignant
0,5,5,378,1,0,benign,benign
0,5,5,220,1,0,benign,benign
0,5,5,190,0.01,0.99,malignant,malignant
0,5,5,162,1,0,benign,benign
0,5,5,603,0.08,0.92,malignant,malignant
0,5,5,617,0.999724,0.000276,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
0,5,5,544,0.99,0.01,benign,benign
0,5,5,465,0,1,malignant,malignant
0,5,5,454,0.99,0.01,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
0,5,5,441,0.93,0.07,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
0,5,5,191,0.01,0.99,malignant,malignant
0,5,5,385,0.865,0.135,benign,benign
0,5,5,346,0.94,0.06,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
0,5,5,236,0.03,0.97,malignant,malignant
0,5,5,196,0.01,0.99,malignant,benign
0,5,5,488,0.15,0.85,malignant,malignant
0,5,5,319,0.05,0.95,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
0,5,5,153,0.99,0.01,benign,benign
0,5,5,12,0.7,0.3,benign,malignant
0,5,5,92,1,0,benign,benign
0,5,5,536,1,0,benign,benign
0,5,5,691,0.43,0.57,malignant,malignant
0,5,5,396,1,0,benign,benign
0,5,6,637,0.97,0.03,benign,benign
0,5,6,56,0.04,0.96,malignant,malignant
0,5,6,343,1,0,benign,benign
0,5,6,430,1,0,benign,benign
0,5,6,568,0.062941,0.937059,malignant,malignant
0,5,6,567,0.952411,0.047589,benign,benign
0,5,6,398,1,0,benign,benign
0,5,6,588,0.09,0.91,malignant,malignant
0,5,6,72,0.76,0.24,benign,benign
0,5,6,31,1,0,benign,benign
0,5,6,23,0.14555,0.85445,malignant,malignant
0,5,6,554,1,0,benign,benign
0,5,6,315,0.125661,0.874339,malignant,benign
0,5,6,272,0.141333,0.858667,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
0,5,6,59,0.18,0.82,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
0,5,6,237,0.03,0.97,malignant,malignant
0,5,6,378,0.99,0.01,benign,benign
0,5,6,220,1,0,benign,benign
0,5,6,190,0.01,0.99,malignant,malignant
0,5,6,162,1,0,benign,benign
0,5,6,603,0.06,0.94,malignant,malignant
0,5,6,617,0.997142,0.002858,benign,benign
0,5,6,695,1,0,benign,benign
0,5,6,122,0,1,malignant,malignant
0,5,6,651,0.99,0.01,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
0,5,6,544,0.99,0.01,benign,benign
0,5,6,465,0.01,0.99,malignant,malignant
0,5,6,454,0.97,0.03,benign,benign
0,5,6,566,1,0,benign,benign
0,5,6,264,0.02,0.98,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
0,5,6,441,0.700351,0.299649,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
0,5,6,191,0.01,0.99,malignant,malignant
0,5,6,385,0.81,0.19,benign,benign
0,5,6,346,0.91,0.09,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
0,5,6,488,0.23,0.77,malignant,malignant
0,5,6,319,0.08,0.92,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
0,5,6,153,0.962411,0.037589,benign,benign
0,5,6,12,0.71,0.29,benign,malignant
0,5,6,92,1,0,benign,benign
0,5,6,536,1,0,benign,benign
0,5,6,691,0.37,0.63,malignant,malignant
0,5,6,396,1,0,benign,benign
0,5,7,637,0.93,0.07,benign,benign
0,5,7,56,0.03,0.97,malignant,malignant
0,5,7,343,1,0,benign,benign
0,5,7,430,1,0,benign,benign
0,5,7,568,0.03,0.97,malignant,malignant
0,5,7,567,0.940776,0.059224,benign,benign
0,5,7,398,1,0,benign,benign
0,5,7,588,0.03,0.97,malignant,malignant
0,5,7,72,0.77,0.23,benign,benign
0,5,7,31,1,0,benign,benign
0,5,7,23,0.218132,0.781868,malignant,malignant
0,5,7,554,1,0,benign,benign
0,5,7,315,0.078069,0.921931,malignant,benign
0,5,7,272,0.03,0.97,malignant,malignant
0,5,7,640,1,0,benign,benign
0,5,7,558,1,0,benign,benign
0,5,7,482,0.01,0.99,malignant,malignant
0,5,7,48,1,0,benign,benign
0,5,7,66,1,0,benign,benign
0,5,7,59,0.267758,0.732242,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
0,5,7,237,0.01,0.99,malignant,malignant
0,5,7,378,0.99,0.01,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
0,5,7,603,0.171649,0.828351,malignant,malignant
0,5,7,617,0.997031,0.002969,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
0,5,7,264,0.02,0.98,malignant,malignant
0,5,7,22,1,0,benign,benign
0,5,7,644,1,0,benign,benign
0,5,7,381,0.03,0.97,malignant,malignant
0,5,7,492,1,0,benign,benign
0,5,7,441,0.61155,0.38845,benign,benign
0,5,7,453,0.053953,0.946047,malignant,malignant
0,5,7,154,1,0,benign,benign
0,5,7,394,1,0,benign,benign
0,5,7,191,0.01,0.99,malignant,malignant
0,5,7,385,0.9,0.1,benign,benign
0,5,7,346,0.96,0.04,benign,benign
0,5,7,187,0.03,0.97,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
0,5,7,488,0.18,0.82,malignant,malignant
0,5,7,319,0.16,0.84,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
0,5,7,153,0.940776,0.059224,benign,benign
0,5,7,12,0.547768,0.452232,benign,malignant
0,5,7,92,1,0,benign,benign
0,5,7,536,1,0,benign,benign
0,5,7,691,0.24,0.76,malignant,malignant
0,5,7,396,1,0,benign,benign
0,6,0,684,1,0,benign,benign
0,6,0,151,0.16,0.84,malignant,malignant
0,6,0,355,0.97,0.03,benign,benign
0,6,0,7,0.99,0.01,benign,benign
0,6,0,18,0.02,0.98,malignant,malignant
0,6,0,673,0.91,0.09,benign,benign
0,6,0,309,0.79,0.21,benign,benign
0,6,0,356,0.64,0.36,benign,malignant
0,6,0,275,0.784181,0.215819,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
0,6,0,316,0.12,0.88,malignant,malignant
0,6,0,690,1,0,benign,benign
0,6,0,676,1,0,benign,benign
0,6,0,46,0.05,0.95,malignant,malignant
0,6,0,244,1,0,benign,benign
0,6,0,222,0.8,0.2,benign,malignant
0,6,0,410,1,0,benign,benign
0,6,0,83,0.99,0.01,benign,benign
0,6,0,546,0.01,0.99,malignant,malignant
0,6,0,551,1,0,benign,benign
0,6,0,464,1,0,benign,benign
0,6,0,330,0.15,0.85,malignant,malignant
0,6,0,639,1,0,benign,benign
0,6,0,240,0.85,0.15,benign,benign
0,6,0,421,0,1,malignant,malignant
0,6,0,318,0.97,0.03,benign,benign
0,6,0,182,0.99,0.01,benign,benign
0,6,0,519,0.05,0.95,malignant,malignant
0,6,0,382,0.95,0.05,benign,benign
0,6,0,507,0.91,0.09,benign,benign
0,6,0,262,0.01,0.99,malignant,malignant
0,6,0,0,1,0,benign,benign
0,6,0,609,1,0,benign,benign
0,6,0,591,0.11,0.89,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
0,6,0,438,0.92,0.08,benign,benign
0,6,0,254,0.03,0.97,malignant,malignant
0,6,0,354,1,0,benign,benign
0,6,0,84,0.02,0.98,malignant,malignant
0,6,0,422,0.79,0.21,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
0,6,0,582,0.02,0.98,malignant,malignant
0,6,0,687,0.96,0.04,benign,benign
0,6,0,420,0.95,0.05,benign,benign
0,6,0,457,0.27,0.73,malignant,malignant
0,6,0,526,1,0,benign,benign
0,6,0,539,0.99,0.01,benign,benign
0,6,0,206,0.06,0.94,malignant,malignant
0,6,0,278,1,0,benign,benign
0,6,0,627,0.91,0.09,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
0,6,0,569,0.04,0.96,malignant,malignant
0,6,0,653,1,0,benign,benign
0,6,0,364,1,0,benign,benign
0,6,0,320,0.09,0.91,malignant,malignant
0,6,0,542,0.96,0.04,benign,benign
0,6,1,684,1,0,benign,benign
0,6,1,151,0.12,0.88,malignant,malignant
0,6,1,355,0.99,0.01,benign,benign
0,6,1,7,1,0,benign,benign
0,6,1,18,0.11,0.89,malignant,malignant
0,6,1,673,0.98,0.02,benign,benign
0,6,1,309,0.9,0.1,benign,benign
0,6,1,356,0.83,0.17,benign,malignant
0,6,1,275,0.865698,0.134302,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
0,6,1,316,0.16,0.84,malignant,malignant
0,6,1,690,1,0,benign,benign
0,6,1,676,1,0,benign,benign
0,6,1,46,0.12,0.88,malignant,malignant
0,6,1,244,1,0,benign,benign
0,6,1,222,0.99,0.01,benign,malignant
0,6,1,410,1,0,benign,benign
0,6,1,83,0.98,0.02,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
0,6,1,330,0.14,0.86,malignant,malignant
0,6,1,639,1,0,benign,benign
0,6,1,240,0.94,0.06,benign,benign
0,6,1,421,0.02,0.98,malignant,malignant
0,6,1,318,0.93,0.07,benign,benign
0,6,1,182,0.99,0.01,benign,benign
0,6,1,519,0.13,0.87,malignant,malignant
0,6,1,382,1,0,benign,benign
0,6,1,507,0.99,0.01,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
0,6,1,591,0.04,0.96,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
0,6,1,438,0.97,0.03,benign,benign
0,6,1,254,0.01,0.99,malignant,malignant
0,6,1,354,1,0,benign,benign
0,6,1,84,0,1,malignant,malignant
0,6,1,422,0.92,0.08,benign,benign
0,6,1,486,1,0,benign,benign
0,6,1,65,0.53,0.47,benign,malignant
0,6,1,24,1,0,benign,benign
0,6,1,280,1,0,benign,benign
0,6,1,582,0.03,0.97,malignant,malignant
0,6,1,687,0.99,0.01,benign,benign
0,6,1,420,1,0,benign,benign
0,6,1,457,0.11,0.89,malignant,malignant
0,6,1,526,1,0,benign,benign
0,6,1,539,0.99,0.01,benign,benign
0,6,1,206,0.02,0.98,malignant,malignant
0,6,1,278,1,0,benign,benign
0,6,1,627,0.99,0.01,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
0,6,1,320,0.02,0.98,malignant,malignant
0,6,1,542,0.99,0.01,benign,benign
0,6,2,684,1,0,benign,benign
0,6,2,151,0.07,0.93,malignant,malignant
0,6,2,355,1,0,benign,benign
0,6,2,7,1,0,benign,benign
0,6,2,18,0.07,0.93,malignant,malignant
0,6,2,673,0.99,0.01,benign,benign
0,6,2,309,0.836044,0.163956,benign,benign
0,6,2,356,0.8,0.2,benign,malignant
0,6,2,275,0.915411,0.084589,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
0,6,2,316,0.25,0.75,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
0,6,2,222,0.976044,0.023956,benign,malignant
0,6,2,410,1,0,benign,benign
0,6,2,83,0.96,0.04,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
0,6,2,330,0.14,0.86,malignant,malignant
0,6,2,639,1,0,benign,benign
0,6,2,240,0.9,0.1,benign,benign
0,6,2,421,0.03,0.97,malignant,malignant
0,6,2,318,1,0,benign,benign
0,6,2,182,1,0,benign,benign
0,6,2,519,0.08,0.92,malignant,malignant
0,6,2,382,1,0,benign,benign
0,6,2,507,0.976044,0.023956,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
0,6,2,591,0.08,0.92,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
0,6,2,254,0.01,0.99,malignant,malignant
0,6,2,354,1,0,benign,benign
0,6,2,84,0.04,0.96,malignant,malignant
0,6,2,422,0.9,0.1,benign,benign
0,6,2,486,1,0,benign,benign
0,6,2,65,0.46,0.54,malignant,malignant
0,6,2,24,1,0,benign,benign
0,6,2,280,1,0,benign,benign
0,6,2,582,0.02,0.98,malignant,malignant
0,6,2,687,0.98,0.02,benign,benign
0,6,2,420,1,0,benign,benign
0,6,2,457,0.13,0.87,malignant,malignant
0,6,2,526,1,0,benign,benign
0,6,2,539,1,0,benign,benign
0,6,2,206,0.01,0.99,malignant,malignant
0,6,2,278,1,0,benign,benign
0,6,2,627,0.976044,0.023956,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
0,6,2,320,0.02,0.98,malignant,malignant
0,6,2,542,0.99,0.01,benign,benign
0,6,3,684,1,0,benign,benign
0,6,3,151,0.133538,0.866462,malignant,malignant
0,6,3,355,1,0,benign,benign
0,6,3,7,1,0,benign,benign
0,6,3,18,0.19,0.81,malignant,malignant
0,6,3,673,0.89,0.11,benign,benign
0,6,3,309,0.692603,0.307397,benign,benign
0,6,3,356,0.69,0.31,benign,malignant
0,6,3,275,0.984917,0.015083,benign,benign
0,6,3,532,1,0,benign,benign
0,6,3,149,0.01,0.99,malignant,malignant
0,6,3,137,1,0,benign,benign
0,6,3,335,1,0,benign,benign
0,6,3,316,0.3949,0.6051,malignant,malignant
0,6,3,690,1,0,benign,benign
0,6,3,676,1,0,benign,benign
0,6,3,46,0.2649,0.7351,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
0,6,3,83,0.85,0.15,benign,benign
0,6,3,546,0.01,0.99,malignant,malignant
0,6,3,551,1,0,benign,benign
0,6,3,464,1,0,benign,benign
0,6,3,330,0.17,0.83,malignant,malignant
0,6,3,639,1,0,benign,benign
0,6,3,240,0.91,0.09,benign,benign
0,6,3,421,0.05,0.95,malignant,malignant
0,6,3,318,0.98,0.02,benign,benign
0,6,3,182,0.99,0.01,benign,benign
0,6,3,519,0.2449,0.7551,malignant,malignant
0,6,3,382,1,0,benign,benign
0,6,3,507,0.99069,0.00931,benign,benign
0,6,3,262,0.01,0.99,malignant,malignant
0,6,3,0,1,0,benign,benign
0,6,3,609,1,0,benign,benign
0,6,3,591,0.1,0.9,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
0,6,3,605,0.01,0.99,malignant,malignant
0,6,3,144,1,0,benign,benign
0,6,3,438,1,0,benign,benign
0,6,3,254,0.043538,0.956462,malignant,malignant
0,6,3,354,1,0,benign,benign
0,6,3,84,0.01,0.99,malignant,malignant
0,6,3,422,0.82,0.18,benign,benign
0,6,3,486,1,0,benign,benign
0,6,3,65,0.27,0.73,malignant,malignant
0,6,3,24,1,0,benign,benign
0,6,3,280,1,0,benign,benign
0,6,3,582,0.07,0.93,malignant,malignant
0,6,3,687,0.98,0.02,benign,benign
0,6,3,420,1,0,benign,benign
0,6,3,457,0.02,0.98,malignant,malignant
0,6,3,526,1,0,benign,benign
0,6,3,539,0.99,0.01,benign,benign
0,6,3,206,0.07,0.93,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
0,6,3,569,0.01,0.99,malignant,malignant
0,6,3,653,1,0,benign,benign
0,6,3,364,1,0,benign,benign
0,6,3,320,0.01,0.99,malignant,malignant
0,6,3,542,0.9,0.1,benign,benign
0,6,4,684,1,0,benign,benign
0,6,4,151,0.140147,0.859853,malignant,malignant
0,6,4,355,1,0,benign,benign
0,6,4,7,1,0,benign,benign
0,6,4,18,0.05,0.95,malignant,malignant
0,6,4,673,0.91,0.09,benign,benign
0,6,4,309,0.790788,0.209212,benign,benign
0,6,4,356,0.72,0.28,benign,malignant
0,6,4,275,0.958984,0.041016,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
0,6,4,316,0.39414,0.60586,malignant,malignant
0,6,4,690,1,0,benign,benign
0,6,4,676,1,0,benign,benign
0,6,4,46,0.11,0.89,malignant,malignant
0,6,4,244,1,0,benign,benign
0,6,4,222,0.980788,0.019212,benign,malignant
0,6,4,410,1,0,benign,benign
0,6,4,83,0.84,0.16,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
0,6,4,330,0.07,0.93,malignant,malignant
0,6,4,639,1,0,benign,benign
0,6,4,240,0.88,0.12,benign,benign
0,6,4,421,0.05,0.95,malignant,malignant
0,6,4,318,0.99,0.01,benign,benign
0,6,4,182,0.97,0.03,benign,benign
0,6,4,519,0.2,0.8,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
0,6,4,438,0.98,0.02,benign,benign
0,6,4,254,0.04,0.96,malignant,malignant
0,6,4,354,1,0,benign,benign
0,6,4,84,0,1,malignant,malignant
0,6,4,422,0.88,0.12,benign,benign
0,6,4,486,1,0,benign,benign
0,6,4,65,0.27,0.73,malignant,malignant
0,6,4,24,1,0,benign,benign
0,6,4,280,1,0,benign,benign
0,6,4,582,0.08,0.92,malignant,malignant
0,6,4,687,0.97,0.03,benign,benign
0,6,4,420,0.98,0.02,benign,benign
0,6,4,457,0,1,malignant,malignant
0,6,4,526,1,0,benign,benign
0,6,4,539,0.97,0.03,benign,benign
0,6,4,206,0.04,0.96,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
0,6,4,569,0.01,0.99,malignant,malignant
0,6,4,653,1,0,benign,benign
0,6,4,364,1,0,benign,benign
0,6,4,320,0.01,0.99,malignant,malignant
0,6,4,542,0.95,0.05,benign,benign
0,6,5,684,1,0,benign,benign
0,6,5,151,0.09,0.91,malignant,malignant
0,6,5,355,0.99,0.01,benign,benign
0,6,5,7,1,0,benign,benign
0,6,5,18,0.04,0.96,malignant,malignant
0,6,5,673,0.96,0.04,benign,benign
0,6,5,309,0.750446,0.249554,benign,benign
0,6,5,356,0.861236,0.138764,benign,malignant
0,6,5,275,0.98463,0.01537,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
0,6,5,316,0.381633,0.618367,malignant,malignant
0,6,5,690,1,0,benign,benign
0,6,5,676,1,0,benign,benign
0,6,5,46,0.221078,0.778922,malignant,malignant
0,6,5,244,1,0,benign,benign
0,6,5,222,0.990446,0.009554,benign,malignant
0,6,5,410,1,0,benign,benign
0,6,5,83,0.96,0.04,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
0,6,5,330,0.050593,0.949407,malignant,malignant
0,6,5,639,1,0,benign,benign
0,6,5,240,0.923571,0.076429,benign,benign
0,6,5,421,0.02,0.98,malignant,malignant
0,6,5,318,0.97,0.03,benign,benign
0,6,5,182,1,0,benign,benign
0,6,5,519,0.040556,0.959444,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
0,6,5,438,0.98,0.02,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
0,6,5,422,0.943571,0.056429,benign,benign
0,6,5,486,1,0,benign,benign
0,6,5,65,0.328571,0.671429,malignant,malignant
0,6,5,24,1,0,benign,benign
0,6,5,280,1,0,benign,benign
0,6,5,582,0.01,0.99,malignant,malignant
0,6,5,687,0.983571,0.016429,benign,benign
0,6,5,420,0.98,0.02,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
0,6,5,206,0.01,0.99,malignant,malignant
0,6,5,278,1,0,benign,benign
0,6,5,627,0.990446,0.009554,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
0,6,5,320,0.01,0.99,malignant,malignant
0,6,5,542,0.99,0.01,benign,benign
0,6,6,684,1,0,benign,benign
0,6,6,151,0.02,0.98,malignant,malignant
0,6,6,355,0.99,0.01,benign,benign
0,6,6,7,1,0,benign,benign
0,6,6,18,0.06,0.94,malignant,malignant
0,6,6,673,0.99,0.01,benign,benign
0,6,6,309,0.9,0.1,benign,benign
0,6,6,356,0.650116,0.349884,benign,malignant
0,6,6,275,0.976334,0.023666,benign,benign
0,6,6,532,1,0,benign,benign
0,6,6,149,0.01,0.99,malignant,malignant
0,6,6,137,1,0,benign,benign
0,6,6,335,1,0,benign,benign
0,6,6,316,0.35,0.65,malignant,malignant
0,6,6,690,1,0,benign,benign
0,6,6,676,1,0,benign,benign
0,6,6,46,0.364118,0.635882,malignant,malignant
0,6,6,244,1,0,benign,benign
0,6,6,222,0.98,0.02,benign,malignant
0,6,6,410,1,0,benign,benign
0,6,6,83,0.95,0.05,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
0,6,6,330,0.02,0.98,malignant,malignant
0,6,6,639,1,0,benign,benign
0,6,6,240,0.8,0.2,benign,benign
0,6,6,421,0.01,0.99,malignant,malignant
0,6,6,318,0.98,0.02,benign,benign
0,6,6,182,1,0,benign,benign
0,6,6,519,0.02,0.98,malignant,malignant
0,6,6,382,1,0,benign,benign
0,6,6,507,1,0,benign,benign
0,6,6,262,0.01,0.99,malignant,malignant
0,6,6,0,1,0,benign,benign
0,6,6,609,1,0,benign,benign
0,6,6,591,0.03,0.97,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
0,6,6,438,0.97,0.03,benign,benign
0,6,6,254,0.02,0.98,malignant,malignant
0,6,6,354,1,0,benign,benign
0,6,6,84,0.03,0.97,malignant,malignant
0,6,6,422,0.89,0.11,benign,benign
0,6,6,486,1,0,benign,benign
0,6,6,65,0.26,0.74,malignant,malignant
0,6,6,24,1,0,benign,benign
0,6,6,280,1,0,benign,benign
0,6,6,582,0.09,0.91,malignant,malignant
0,6,6,687,0.98,0.02,benign,benign
0,6,6,420,0.99,0.01,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
0,6,6,206,0.01,0.99,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
0,6,6,569,0.01,0.99,malignant,malignant
0,6,6,653,1,0,benign,benign
0,6,6,364,1,0,benign,benign
0,6,6,320,0.03,0.97,malignant,malignant
0,6,6,542,0.99,0.01,benign,benign
0,6,7,684,1,0,benign,benign
0,6,7,151,0.02,0.98,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
0,6,7,673,0.98,0.02,benign,benign
0,6,7,309,0.88,0.12,benign,benign
0,6,7,356,0.591065,0.408935,benign,malignant
0,6,7,275,0.996771,0.003229,benign,benign
0,6,7,532,1,0,benign,benign
0,6,7,149,0.003414,0.996586,malignant,malignant
0,6,7,137,1,0,benign,benign
0,6,7,335,1,0,benign,benign
0,6,7,316,0.17,0.83,malignant,malignant
0,6,7,690,1,0,benign,benign
0,6,7,676,1,0,benign,benign
0,6,7,46,0.20238,0.79762,malignant,malignant
0,6,7,244,1,0,benign,benign
0,6,7,222,0.970265,0.029735,benign,malignant
0,6,7,410,1,0,benign,benign
0,6,7,83,0.95,0.05,benign,benign
0,6,7,546,0.06,0.94,malignant,malignant
0,6,7,551,1,0,benign,benign
0,6,7,464,1,0,benign,benign
0,6,7,330,0.03,0.97,malignant,malignant
0,6,7,639,1,0,benign,benign
0,6,7,240,0.86,0.14,benign,benign
0,6,7,421,0,1,malignant,malignant
0,6,7,318,0.98,0.02,benign,benign
0,6,7,182,1,0,benign,benign
0,6,7,519,0.02,0.98,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
0,6,7,438,0.96,0.04,benign,benign
0,6,7,254,0.02,0.98,malignant,malignant
0,6,7,354,1,0,benign,benign
0,6,7,84,0.042606,0.957394,malignant,malignant
0,6,7,422,0.912,0.088,benign,benign
0,6,7,486,1,0,benign,benign
0,6,7,65,0.461855,0.538145,malignant,malignant
0,6,7,24,1,0,benign,benign
0,6,7,280,1,0,benign,benign
0,6,7,582,0.1,0.9,malignant,malignant
0,6,7,687,1,0,benign,benign
0,6,7,420,0.95,0.05,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
0,6,7,206,0.03,0.97,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
0,6,7,569,0.01,0.99,malignant,malignant
0,6,7,653,1,0,benign,benign
0,6,7,364,1,0,benign,benign
0,6,7,320,0.01,0.99,malignant,malignant
0,6,7,542,1,0,benign,benign
0,7,0,9,0.99,0.01,benign,benign
0,7,0,506,0.04,0.96,malignant,malignant
0,7,0,463,0.99,0.01,benign,benign
0,7,0,537,0.99,0.01,benign,benign
0,7,0,200,0,1,malignant,malignant
0,7,0,384,1,0,benign,benign
0,7,0,201,0.02,0.98,malignant,malignant
0,7,0,643,1,0,benign,benign
0,7,0,125,1,0,benign,benign
0,7,0,359,0.11,0.89,malignant,malignant
0,7,0,401,1,0,benign,benign
0,7,0,497,0.99,0.01,benign,benign
0,7,0,238,0,1,malignant,malignant
0,7,0,374,0.99,0.01,benign,benign
0,7,0,376,1,0,benign,benign
0,7,0,267,0.2,0.8,malignant,malignant
0,7,0,321,0.913383,0.086617,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
0,7,0,57,0.64,0.36,benign,malignant
0,7,0,533,1,0,benign,benign
0,7,0,199,1,0,benign,benign
0,7,0,106,0.06,0.94,malignant,malignant
0,7,0,375,1,0,benign,benign
0,7,0,607,1,0,benign,benign
0,7,0,25,0.33,0.67,malignant,malignant
0,7,0,630,0.92,0.08,benign,benign
0,7,0,462,0.99,0.01,benign,benign
0,7,0,456,0.01,0.99,malignant,malignant
0,7,0,258,1,0,benign,benign
0,7,0,461,0.84,0.16,benign,benign
0,7,0,142,0.07,0.93,malignant,malignant
0,7,0,325,0.92,0.08,benign,benign
0,7,0,339,0.08,0.92,malignant,malignant
0,7,0,301,1,0,benign,benign
0,7,0,589,1,0,benign,benign
0,7,0,340,0.22,0.78,malignant,malignant
0,7,0,265,0.92,0.08,benign,benign
0,7,0,47,1,0,benign,benign
0,7,0,273,0.39,0.61,malignant,malignant
0,7,0,114,0.9,0.1,benign,benign
0,7,0,110,0.87,0.13,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
0,7,0,139,0.936927,0.063073,benign,benign
0,7,0,91,1,0,benign,benign
0,7,0,308,0.28,0.72,malignant,malignant
0,7,0,450,1,0,benign,benign
0,7,0,274,0.99,0.01,benign,benign
0,7,0,123,0.18,0.82,malignant,malignant
0,7,0,11,1,0,benign,benign
0,7,0,505,0.93,0.07,benign,benign
0,7,0,633,0.3,0.7,malignant,malignant
0,7,0,369,0.94,0.06,benign,benign
0,7,0,510,1,0,benign,benign
0,7,0,658,0.01,0.99,malignant,malignant
0,7,0,94,1,0,benign,benign
0,7,0,19,0.99,0.01,benign,benign
0,7,0,53,0.01,0.99,malignant,malignant
0,7,0,678,1,0,benign,benign
0,7,0,581,0.01,0.99,malignant,malignant
0,7,0,161,0.99,0.01,benign,benign
0,7,0,660,1,0,benign,benign
0,7,0,292,0.339516,0.660484,malignant,malignant
0,7,0,331,0.99,0.01,benign,benign
0,7,0,576,1,0,benign,benign
0,7,1,9,0.99,0.01,benign,benign
0,7,1,506,0.01,0.99,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
0,7,1,201,0.03,0.97,malignant,malignant
0,7,1,643,1,0,benign,benign
0,7,1,125,1,0,benign,benign
0,7,1,359,0.09,0.91,malignant,malignant
0,7,1,401,1,0,benign,benign
0,7,1,497,0.99,0.01,benign,benign
0,7,1,238,0.01,0.99,malignant,malignant
0,7,1,374,1,0,benign,benign
0,7,1,376,1,0,benign,benign
0,7,1,267,0.42,0.58,malignant,malignant
0,7,1,321,0.940716,0.059284,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
0,7,1,57,0.5,0.5,benign,malignant
0,7,1,533,1,0,benign,benign
0,7,1,199,1,0,benign,benign
0,7,1,106,0.14,0.86,malignant,malignant
0,7,1,375,1,0,benign,benign
0,7,1,607,1,0,benign,benign
0,7,1,25,0.55,0.45,benign,malignant
0,7,1,630,0.91,0.09,benign,benign
0,7,1,462,0.99,0.01,benign,benign
0,7,1,456,0.01,0.99,malignant,malignant
0,7,1,258,1,0,benign,benign
0,7,1,461,0.99,0.01,benign,benign
0,7,1,142,0.1,0.9,malignant,malignant
0,7,1,325,0.98,0.02,benign,benign
0,7,1,339,0.07,0.93,malignant,malignant
0,7,1,301,1,0,benign,benign
0,7,1,589,1,0,benign,benign
0,7,1,340,0.18,0.82,malignant,malignant
0,7,1,265,0.96,0.04,benign,benign
0,7,1,47,1,0,benign,benign
0,7,1,273,0.62,0.38,benign,malignant
0,7,1,114,0.98,0.02,benign,benign
0,7,1,110,0.85,0.15,benign,benign
0,7,1,44,0.19,0.81,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
0,7,1,139,0.944453,0.055547,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
0,7,1,123,0.22,0.78,malignant,malignant
0,7,1,11,1,0,benign,benign
0,7,1,505,0.98,0.02,benign,benign
0,7,1,633,0.2,0.8,malignant,malignant
0,7,1,369,0.97,0.03,benign,benign
0,7,1,510,1,0,benign,benign
0,7,1,658,0.08,0.92,malignant,malignant
0,7,1,94,1,0,benign,benign
0,7,1,19,0.99,0.01,benign,benign
0,7,1,53,0.01,0.99,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
0,7,1,292,0.171855,0.828145,malignant,malignant
0,7,1,331,0.98,0.02,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
0,7,2,201,0.02,0.98,malignant,malignant
0,7,2,643,1,0,benign,benign
0,7,2,125,1,0,benign,benign
0,7,2,359,0.11,0.89,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
0,7,2,267,0.340485,0.659515,malignant,malignant
0,7,2,321,0.980555,0.019445,benign,benign
0,7,2,688,1,0,benign,benign
0,7,2,344,0.01,0.99,malignant,malignant
0,7,2,628,1,0,benign,benign
0,7,2,405,1,0,benign,benign
0,7,2,57,0.53,0.47,benign,malignant
0,7,2,533,1,0,benign,benign
0,7,2,199,1,0,benign,benign
0,7,2,106,0.09,0.91,malignant,malignant
0,7,2,375,1,0,benign,benign
0,7,2,607,1,0,benign,benign
0,7,2,25,0.623883,0.376117,benign,malignant
0,7,2,630,0.95,0.05,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
0,7,2,461,0.966044,0.033956,benign,benign
0,7,2,142,0.04,0.96,malignant,malignant
0,7,2,325,0.98,0.02,benign,benign
0,7,2,339,0.04,0.96,malignant,malignant
0,7,2,301,1,0,benign,benign
0,7,2,589,1,0,benign,benign
0,7,2,340,0.05,0.95,malignant,malignant
0,7,2,265,0.97,0.03,benign,benign
0,7,2,47,1,0,benign,benign
0,7,2,273,0.46,0.54,malignant,malignant
0,7,2,114,1,0,benign,benign
0,7,2,110,0.88,0.12,benign,benign
0,7,2,44,0.14,0.86,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
0,7,2,139,0.981519,0.018481,benign,benign
0,7,2,91,1,0,benign,benign
0,7,2,308,0.19,0.81,malignant,malignant
0,7,2,450,1,0,benign,benign
0,7,2,274,1,0,benign,benign
0,7,2,123,0.250485,0.749515,malignant,malignant
0,7,2,11,1,0,benign,benign
0,7,2,505,0.99,0.01,benign,benign
0,7,2,633,0.21,0.79,malignant,malignant
0,7,2,369,1,0,benign,benign
0,7,2,510,1,0,benign,benign
0,7,2,658,0.06,0.94,malignant,malignant
0,7,2,94,1,0,benign,benign
0,7,2,19,1,0,benign,benign
0,7,2,53,0.05,0.95,malignant,malignant
0,7,2,678,1,0,benign,benign
0,7,2,581,0.03,0.97,malignant,malignant
0,7,2,161,1,0,benign,benign
0,7,2,660,1,0,benign,benign
0,7,2,292,0.160277,0.839723,malignant,malignant
0,7,2,331,0.99,0.01,benign,benign
0,7,2,576,1,0,benign,benign
0,7,3,9,1,0,benign,benign
0,7,3,506,0.03,0.97,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
0,7,3,201,0.07,0.93,malignant,malignant
0,7,3,643,1,0,benign,benign
0,7,3,125,1,0,benign,benign
0,7,3,359,0.02,0.98,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
0,7,3,267,0.2849,0.7151,malignant,malignant
0,7,3,321,0.990574,0.009426,benign,benign
0,7,3,688,1,0,benign,benign
0,7,3,344,0.01,0.99,malignant,malignant
0,7,3,628,1,0,benign,benign
0,7,3,405,1,0,benign,benign
0,7,3,57,0.42,0.58,malignant,malignant
0,7,3,533,1,0,benign,benign
0,7,3,199,1,0,benign,benign
0,7,3,106,0.16,0.84,malignant,malignant
0,7,3,375,1,0,benign,benign
0,7,3,607,1,0,benign,benign
0,7,3,25,0.6349,0.3651,benign,malignant
0,7,3,630,0.96,0.04,benign,benign
0,7,3,462,0.99,0.01,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
0,7,3,142,0.05,0.95,malignant,malignant
0,7,3,325,0.98,0.02,benign,benign
0,7,3,339,0.02,0.98,malignant,malignant
0,7,3,301,1,0,benign,benign
0,7,3,589,1,0,benign,benign
0,7,3,340,0.013538,0.986462,malignant,malignant
0,7,3,265,0.99,0.01,benign,benign
0,7,3,47,1,0,benign,benign
0,7,3,273,0.57,0.43,benign,malignant
0,7,3,114,0.9,0.1,benign,benign
0,7,3,110,0.71,0.29,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
0,7,3,139,0.993177,0.006823,benign,benign
0,7,3,91,1,0,benign,benign
0,7,3,308,0.06,0.94,malignant,malignant
0,7,3,450,1,0,benign,benign
0,7,3,274,1,0,benign,benign
0,7,3,123,0.218438,0.781562,malignant,malignant
0,7,3,11,1,0,benign,benign
0,7,3,505,0.95,0.05,benign,benign
0,7,3,633,0.04,0.96,malignant,malignant
0,7,3,369,1,0,benign,benign
0,7,3,510,1,0,benign,benign
0,7,3,658,0.09,0.91,malignant,malignant
0,7,3,94,1,0,benign,benign
0,7,3,19,0.99,0.01,benign,benign
0,7,3,53,0.02,0.98,malignant,malignant
0,7,3,678,1,0,benign,benign
0,7,3,581,0.06,0.94,malignant,malignant
0,7,3,161,1,0,benign,benign
0,7,3,660,1,0,benign,benign
0,7,3,292,0.149048,0.850952,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
0,7,4,201,0.06,0.94,malignant,malignant
0,7,4,643,1,0,benign,benign
0,7,4,125,1,0,benign,benign
0,7,4,359,0.05,0.95,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
0,7,4,267,0.25414,0.74586,malignant,malignant
0,7,4,321,0.992162,0.007838,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
0,7,4,57,0.39,0.61,malignant,malignant
0,7,4,533,1,0,benign,benign
0,7,4,199,1,0,benign,benign
0,7,4,106,0.14,0.86,malignant,malignant
0,7,4,375,1,0,benign,benign
0,7,4,607,1,0,benign,benign
0,7,4,25,0.671165,0.328835,benign,malignant
0,7,4,630,0.98,0.02,benign,benign
0,7,4,462,0.98,0.02,benign,benign
0,7,4,456,0,1,malignant,malignant
0,7,4,258,1,0,benign,benign
0,7,4,461,0.990788,0.009212,benign,benign
0,7,4,142,0.04,0.96,malignant,malignant
0,7,4,325,0.95,0.05,benign,benign
0,7,4,339,0.02,0.98,malignant,malignant
0,7,4,301,1,0,benign,benign
0,7,4,589,1,0,benign,benign
0,7,4,340,0.074357,0.925643,malignant,malignant
0,7,4,265,1,0,benign,benign
0,7,4,47,1,0,benign,benign
0,7,4,273,0.59,0.41,benign,malignant
0,7,4,114,0.92,0.08,benign,benign
0,7,4,110,0.68,0.32,benign,benign
0,7,4,44,0.03,0.97,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
0,7,4,139,0.993413,0.006587,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
0,7,4,123,0.317456,0.682544,malignant,malignant
0,7,4,11,1,0,benign,benign
0,7,4,505,0.97,0.03,benign,benign
0,7,4,633,0,1,malignant,malignant
0,7,4,369,1,0,benign,benign
0,7,4,510,1,0,benign,benign
0,7,4,658,0.06,0.94,malignant,malignant
0,7,4,94,1,0,benign,benign
0,7,4,19,0.97,0.03,benign,benign
0,7,4,53,0.03,0.97,malignant,malignant
0,7,4,678,1,0,benign,benign
0,7,4,581,0.01,0.99,malignant,malignant
0,7,4,161,1,0,benign,benign
0,7,4,660,1,0,benign,benign
0,7,4,292,0.071249,0.928751,malignant,malignant
0,7,4,331,1,0,benign,benign
0,7,4,576,1,0,benign,benign
0,7,5,9,1,0,benign,benign
0,7,5,506,0.01,0.99,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
0,7,5,359,0.09,0.91,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
0,7,5,267,0.380556,0.619444,malignant,malignant
0,7,5,321,0.999266,0.000734,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
0,7,5,57,0.318571,0.681429,malignant,malignant
0,7,5,533,1,0,benign,benign
0,7,5,199,1,0,benign,benign
0,7,5,106,0.060593,0.939407,malignant,malignant
0,7,5,375,1,0,benign,benign
0,7,5,607,1,0,benign,benign
0,7,5,25,0.811074,0.188926,benign,malignant
0,7,5,630,0.99,0.01,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
0,7,5,461,0.990446,0.009554,benign,benign
0,7,5,142,0.03,0.97,malignant,malignant
0,7,5,325,0.973571,0.026429,benign,benign
0,7,5,339,0.050593,0.949407,malignant,malignant
0,7,5,301,1,0,benign,benign
0,7,5,589,1,0,benign,benign
0,7,5,340,0.06,0.94,malignant,malignant
0,7,5,265,0.98,0.02,benign,benign
0,7,5,47,1,0,benign,benign
0,7,5,273,0.418571,0.581429,malignant,malignant
0,7,5,114,0.92,0.08,benign,benign
0,7,5,110,0.843571,0.156429,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
0,7,5,139,0.999266,0.000734,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
0,7,5,123,0.250556,0.749444,malignant,malignant
0,7,5,11,1,0,benign,benign
0,7,5,505,1,0,benign,benign
0,7,5,633,0.02,0.98,malignant,malignant
0,7,5,369,1,0,benign,benign
0,7,5,510,1,0,benign,benign
0,7,5,658,0.03,0.97,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,malignant,malignant
0,7,5,161,1,0,benign,benign
0,7,5,660,1,0,benign,benign
0,7,5,292,0.018594,0.981406,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
0,7,6,200,0.01,0.99,malignant,malignant
0,7,6,384,1,0,benign,benign
0,7,6,201,0.01,0.99,malignant,malignant
0,7,6,643,1,0,benign,benign
0,7,6,125,1,0,benign,benign
0,7,6,359,0.16,0.84,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
0,7,6,267,0.131111,0.868889,malignant,malignant
0,7,6,321,0.999932,0.000068,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
0,7,6,57,0.4,0.6,malignant,malignant
0,7,6,533,1,0,benign,benign
0,7,6,199,1,0,benign,benign
0,7,6,106,0.03,0.97,malignant,malignant
0,7,6,375,1,0,benign,benign
0,7,6,607,1,0,benign,benign
0,7,6,25,0.512276,0.487724,benign,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
0,7,6,461,0.990195,0.009805,benign,benign
0,7,6,142,0.06,0.94,malignant,malignant
0,7,6,325,0.99,0.01,benign,benign
0,7,6,339,0.02,0.98,malignant,malignant
0,7,6,301,1,0,benign,benign
0,7,6,589,1,0,benign,benign
0,7,6,340,0.090246,0.909754,malignant,malignant
0,7,6,265,0.97,0.03,benign,benign
0,7,6,47,1,0,benign,benign
0,7,6,273,0.47,0.53,malignant,malignant
0,7,6,114,0.82,0.18,benign,benign
0,7,6,110,0.81,0.19,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
0,7,6,139,0.992022,0.007978,benign,benign
0,7,6,91,1,0,benign,benign
0,7,6,308,0.04,0.96,malignant,malignant
0,7,6,450,0.93,0.07,benign,benign
0,7,6,274,1,0,benign,benign
0,7,6,123,0.12,0.88,malignant,malignant
0,7,6,11,1,0,benign,benign
0,7,6,505,1,0,benign,benign
0,7,6,633,0.08,0.92,malignant,malignant
0,7,6,369,1,0,benign,benign
0,7,6,510,1,0,benign,benign
0,7,6,658,0.01,0.99,malignant,malignant
0,7,6,94,1,0,benign,benign
0,7,6,19,1,0,benign,benign
0,7,6,53,0.01,0.99,malignant,malignant
0,7,6,678,1,0,benign,benign
0,7,6,581,0.043182,0.956818,malignant,malignant
0,7,6,161,1,0,benign,benign
0,7,6,660,1,0,benign,benign
0,7,6,292,0.065549,0.934451,malignant,malignant
0,7,6,331,0.99,0.01,benign,benign
0,7,6,576,1,0,benign,benign
0,7,7,9,1,0,benign,benign
0,7,7,506,0.04,0.96,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
0,7,7,359,0.05,0.95,malignant,malignant
0,7,7,401,1,0,benign,benign
0,7,7,497,1,0,benign,benign
0,7,7,238,0,1,malignant,malignant
0,7,7,374,1,0,benign,benign
0,7,7,376,1,0,benign,benign
0,7,7,267,0.09,0.91,malignant,malignant
0,7,7,321,0.999837,0.000163,benign,benign
0,7,7,688,1,0,benign,benign
0,7,7,344,0.024206,0.975794,malignant,malignant
0,7,7,628,1,0,benign,benign
0,7,7,405,1,0,benign,benign
0,7,7,57,0.50119,0.49881,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
0,7,7,25,0.391708,0.608292,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
0,7,7,142,0.04,0.96,malignant,malignant
0,7,7,325,1,0,benign,benign
0,7,7,339,0.01,0.99,malignant,malignant
0,7,7,301,1,0,benign,benign
0,7,7,589,1,0,benign,benign
0,7,7,340,0.1,0.9,malignant,malignant
0,7,7,265,0.98,0.02,benign,benign
0,7,7,47,1,0,benign,benign
0,7,7,273,0.47619,0.52381,malignant,malignant
0,7,7,114,0.86,0.14,benign,benign
0,7,7,110,0.86,0.14,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
0,7,7,139,0.988646,0.011354,benign,benign
0,7,7,91,1,0,benign,benign
0,7,7,308,0.03,0.97,malignant,malignant
0,7,7,450,0.97,0.03,benign,benign
0,7,7,274,1,0,benign,benign
0,7,7,123,0.18,0.82,malignant,malignant
0,7,7,11,1,0,benign,benign
0,7,7,505,1,0,benign,benign
0,7,7,633,0.063409,0.936591,malignant,malignant
0,7,7,369,1,0,benign,benign
0,7,7,510,1,0,benign,benign
0,7,7,658,0.01,0.99,malignant,malignant
0,7,7,94,1,0,benign,benign
0,7,7,19,1,0,benign,benign
0,7,7,53,0.06,0.94,malignant,malignant
0,7,7,678,1,0,benign,benign
0,7,7,581,0.02,0.98,malignant,malignant
0,7,7,161,1,0,benign,benign
0,7,7,660,1,0,benign,benign
0,7,7,292,0.076715,0.923285,malignant,malignant
0,7,7,331,1,0,benign,benign
0,7,7,576,1,0,benign,benign
0,8,0,175,0.02,0.98,malignant,malignant
0,8,0,652,0.99,0.01,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
0,8,0,77,0.94,0.06,benign,benign
0,8,0,317,0.01,0.99,malignant,malignant
0,8,0,217,1,0,benign,benign
0,8,0,622,0.94,0.06,benign,benign
0,8,0,67,0.21,0.79,malignant,malignant
0,8,0,291,1,0,benign,benign
0,8,0,667,1,0,benign,benign
0,8,0,592,0.07,0.93,malignant,malignant
0,8,0,96,1,0,benign,benign
0,8,0,243,0.86,0.14,benign,benign
0,8,0,50,0.51,0.49,benign,malignant
0,8,0,417,1,0,benign,benign
0,8,0,216,1,0,benign,benign
0,8,0,113,0.02,0.98,malignant,malignant
0,8,0,193,1,0,benign,benign
0,8,0,27,1,0,benign,benign
0,8,0,186,0.1,0.9,malignant,malignant
0,8,0,362,0.88,0.12,benign,benign
0,8,0,522,0.13,0.87,malignant,malignant
0,8,0,171,1,0,benign,benign
0,8,0,664,1,0,benign,benign
0,8,0,218,0.06,0.94,malignant,malignant
0,8,0,402,0.85,0.15,benign,benign
0,8,0,241,1,0,benign,benign
0,8,0,604,0.2,0.8,malignant,malignant
0,8,0,474,1,0,benign,benign
0,8,0,650,0.81,0.19,benign,benign
0,8,0,681,0,1,malignant,malignant
0,8,0,683,1,0,benign,benign
0,8,0,444,0.8,0.2,benign,benign
0,8,0,479,0.02,0.98,malignant,malignant
0,8,0,256,1,0,benign,benign
0,8,0,475,1,0,benign,benign
0,8,0,427,0.45,0.55,malignant,malignant
0,8,0,629,1,0,benign,benign
0,8,0,150,1,0,benign,benign
0,8,0,328,0.17,0.83,malignant,malignant
0,8,0,484,0.99,0.01,benign,benign
0,8,0,303,1,0,benign,benign
0,8,0,361,0.05,0.95,malignant,malignant
0,8,0,663,0.94,0.06,benign,benign
0,8,0,480,1,0,benign,benign
0,8,0,101,0.37,0.63,malignant,malignant
0,8,0,490,1,0,benign,benign
0,8,0,134,0.98,0.02,benign,benign
0,8,0,293,0.06,0.94,malignant,malignant
0,8,0,277,1,0,benign,benign
0,8,0,231,0,1,malignant,malignant
0,8,0,476,0.99,0.01,benign,benign
0,8,0,93,1,0,benign,benign
0,8,0,41,0.51,0.49,benign,malignant
0,8,0,443,1,0,benign,benign
0,8,0,204,1,0,benign,benign
0,8,0,43,0.44,0.56,malignant,malignant
0,8,0,232,0.5,0.5,benign,benign
0,8,0,108,0.96,0.04,benign,benign
0,8,0,229,0.01,0.99,malignant,malignant
0,8,0,70,0.93,0.07,benign,benign
0,8,0,145,0.817725,0.182275,benign,benign
0,8,0,455,0.64,0.36,benign,malignant
0,8,0,413,0.99,0.01,benign,benign
0,8,0,138,0.99,0.01,benign,benign
0,8,0,39,0.22,0.78,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
0,8,1,111,0.14,0.86,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
0,8,1,622,0.95,0.05,benign,benign
0,8,1,67,0.36,0.64,malignant,malignant
0,8,1,291,1,0,benign,benign
0,8,1,667,1,0,benign,benign
0,8,1,592,0.26,0.74,malignant,malignant
0,8,1,96,1,0,benign,benign
0,8,1,243,0.9,0.1,benign,benign
0,8,1,50,0.38,0.62,malignant,malignant
0,8,1,417,1,0,benign,benign
0,8,1,216,1,0,benign,benign
0,8,1,113,0.03,0.97,malignant,malignant
0,8,1,193,1,0,benign,benign
0,8,1,27,1,0,benign,benign
0,8,1,186,0.02,0.98,malignant,malignant
0,8,1,362,0.96,0.04,benign,benign
0,8,1,522,0.12,0.88,malignant,malignant
0,8,1,171,1,0,benign,benign
0,8,1,664,1,0,benign,benign
0,8,1,218,0.02,0.98,malignant,malignant
0,8,1,402,0.95,0.05,benign,benign
0,8,1,241,1,0,benign,benign
0,8,1,604,0.33,0.67,malignant,malignant
0,8,1,474,1,0,benign,benign
0,8,1,650,0.97,0.03,benign,benign
0,8,1,681,0.02,0.98,malignant,malignant
0,8,1,683,1,0,benign,benign
0,8,1,444,0.89,0.11,benign,benign
0,8,1,479,0.02,0.98,malignant,malignant
0,8,1,256,1,0,benign,benign
0,8,1,475,1,0,benign,benign
0,8,1,427,0.22,0.78,malignant,malignant
0,8,1,629,1,0,benign,benign
0,8,1,150,1,0,benign,benign
0,8,1,328,0.17,0.83,malignant,malignant
0,8,1,484,1,0,benign,benign
0,8,1,303,1,0,benign,benign
0,8,1,361,0.05,0.95,malignant,malignant
0,8,1,663,0.97,0.03,benign,benign
0,8,1,480,1,0,benign,benign
0,8,1,101,0.79,0.21,benign,malignant
0,8,1,490,1,0,benign,benign
0,8,1,134,0.99,0.01,benign,benign
0,8,1,293,0.07,0.93,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
0,8,1,41,0.39,0.61,malignant,malignant
0,8,1,443,1,0,benign,benign
0,8,1,204,1,0,benign,benign
0,8,1,43,0.4,0.6,malignant,malignant
0,8,1,232,0.3,0.7,malignant,benign
0,8,1,108,0.99,0.01,benign,benign
0,8,1,229,0,1,malignant,malignant
0,8,1,70,0.97,0.03,benign,benign
0,8,1,145,0.865698,0.134302,benign,benign
0,8,1,455,0.74,0.26,benign,malignant
0,8,1,413,1,0,benign,benign
0,8,1,138,1,0,benign,benign
0,8,1,39,0.1,0.9,malignant,malignant
0,8,1,686,1,0,benign,benign
0,8,1,380,1,0,benign,benign
0,8,2,175,0.01,0.99,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
0,8,2,77,0.99,0.01,benign,benign
0,8,2,317,0,1,malignant,malignant
0,8,2,217,1,0,benign,benign
0,8,2,622,0.96,0.04,benign,benign
0,8,2,67,0.433148,0.566852,malignant,malignant
0,8,2,291,1,0,benign,benign
0,8,2,667,1,0,benign,benign
0,8,2,592,0.232663,0.767337,malignant,malignant
0,8,2,96,1,0,benign,benign
0,8,2,243,0.846044,0.153956,benign,benign
0,8,2,50,0.45,0.55,malignant,malignant
0,8,2,417,1,0,benign,benign
0,8,2,216,1,0,benign,benign
0,8,2,113,0.02,0.98,malignant,malignant
0,8,2,193,1,0,benign,benign
0,8,2,27,1,0,benign,benign
0,8,2,186,0.07,0.93,malignant,malignant
0,8,2,362,1,0,benign,benign
0,8,2,522,0.08,0.92,malignant,malignant
0,8,2,171,1,0,benign,benign
0,8,2,664,1,0,benign,benign
0,8,2,218,0.03,0.97,malignant,malignant
0,8,2,402,0.98,0.02,benign,benign
0,8,2,241,1,0,benign,benign
0,8,2,604,0.434516,0.565484,malignant,malignant
0,8,2,474,1,0,benign,benign
0,8,2,650,0.976044,0.023956,benign,benign
0,8,2,681,0,1,malignant,malignant
0,8,2,683,1,0,benign,benign
0,8,2,444,0.99,0.01,benign,benign
0,8,2,479,0.01,0.99,malignant,malignant
0,8,2,256,1,0,benign,benign
0,8,2,475,1,0,benign,benign
0,8,2,427,0.2,0.8,malignant,malignant
0,8,2,629,1,0,benign,benign
0,8,2,150,1,0,benign,benign
0,8,2,328,0.12,0.88,malignant,malignant
0,8,2,484,1,0,benign,benign
0,8,2,303,1,0,benign,benign
0,8,2,361,0.13,0.87,malignant,malignant
0,8,2,663,1,0,benign,benign
0,8,2,480,1,0,benign,benign
0,8,2,101,0.73,0.27,benign,malignant
0,8,2,490,1,0,benign,benign
0,8,2,134,1,0,benign,benign
0,8,2,293,0.09,0.91,malignant,malignant
0,8,2,277,1,0,benign,benign
0,8,2,231,0.01,0.99,malignant,malignant
0,8,2,476,1,0,benign,benign
0,8,2,93,1,0,benign,benign
0,8,2,41,0.41,0.59,malignant,malignant
0,8,2,443,1,0,benign,benign
0,8,2,204,1,0,benign,benign
0,8,2,43,0.51,0.49,benign,malignant
0,8,2,232,0.35,0.65,malignant,benign
0,8,2,108,0.98,0.02,benign,benign
0,8,2,229,0,1,malignant,malignant
0,8,2,70,1,0,benign,benign
0,8,2,145,0.916375,0.083625,benign,benign
0,8,2,455,0.59,0.41,benign,malignant
0,8,2,413,1,0,benign,benign
0,8,2,138,1,0,benign,benign
0,8,2,39,0.18,0.82,malignant,malignant
0,8,2,686,1,0,benign,benign
0,8,2,380,1,0,benign,benign
0,8,3,175,0.02,0.98,malignant,malignant
0,8,3,652,1,0,benign,benign
0,8,3,661,1,0,benign,benign
0,8,3,111,0.262603,0.737397,malignant,malignant
0,8,3,509,1,0,benign,benign
0,8,3,77,0.91,0.09,benign,benign
0,8,3,317,0.01,0.99,malignant,malignant
0,8,3,217,1,0,benign,benign
0,8,3,622,0.96,0.04,benign,benign
0,8,3,67,0.298438,0.701562,malignant,malignant
0,8,3,291,1,0,benign,benign
0,8,3,667,1,0,benign,benign
0,8,3,592,0.202603,0.797397,malignant,malignant
0,8,3,96,1,0,benign,benign
0,8,3,243,0.692603,0.307397,benign,benign
0,8,3,50,0.3,0.7,malignant,malignant
0,8,3,417,1,0,benign,benign
0,8,3,216,1,0,benign,benign
0,8,3,113,0.1,0.9,malignant,malignant
0,8,3,193,1,0,benign,benign
0,8,3,27,1,0,benign,benign
0,8,3,186,0.08,0.92,malignant,malignant
0,8,3,362,0.98,0.02,benign,benign
0,8,3,522,0.06,0.94,malignant,malignant
0,8,3,171,1,0,benign,benign
0,8,3,664,1,0,benign,benign
0,8,3,218,0.01,0.99,malignant,malignant
0,8,3,402,0.91,0.09,benign,benign
0,8,3,241,1,0,benign,benign
0,8,3,604,0.212603,0.787397,malignant,malignant
0,8,3,474,1,0,benign,benign
0,8,3,650,0.99069,0.00931,benign,benign
0,8,3,681,0.02,0.98,malignant,malignant
0,8,3,683,1,0,benign,benign
0,8,3,444,0.97,0.03,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
0,8,3,427,0.14,0.86,malignant,malignant
0,8,3,629,1,0,benign,benign
0,8,3,150,1,0,benign,benign
0,8,3,328,0.15,0.85,malignant,malignant
0,8,3,484,1,0,benign,benign
0,8,3,303,1,0,benign,benign
0,8,3,361,0.112603,0.887397,malignant,malignant
0,8,3,663,1,0,benign,benign
0,8,3,480,1,0,benign,benign
0,8,3,101,0.63,0.37,benign,malignant
0,8,3,490,1,0,benign,benign
0,8,3,134,1,0,benign,benign
0,8,3,293,0.04,0.96,malignant,malignant
0,8,3,277,1,0,benign,benign
0,8,3,231,0.06,0.94,malignant,malignant
0,8,3,476,1,0,benign,benign
0,8,3,93,1,0,benign,benign
0,8,3,41,0.29,0.71,malignant,malignant
0,8,3,443,1,0,benign,benign
0,8,3,204,1,0,benign,benign
0,8,3,43,0.61,0.39,benign,malignant
0,8,3,232,0.27,0.73,malignant,benign
0,8,3,108,0.99,0.01,benign,benign
0,8,3,229,0.01,0.99,malignant,malignant
0,8,3,70,1,0,benign,benign
0,8,3,145,0.985787,0.014213,benign,benign
0,8,3,455,0.593538,0.406462,benign,malignant
0,8,3,413,1,0,benign,benign
0,8,3,138,1,0,benign,benign
0,8,3,39,0.2449,0.7551,malignant,malignant
0,8,3,686,1,0,benign,benign
0,8,3,380,1,0,benign,benign
0,8,4,175,0.02,0.98,malignant,malignant
0,8,4,652,1,0,benign,benign
0,8,4,661,1,0,benign,benign
0,8,4,111,0.09,0.91,malignant,malignant
0,8,4,509,1,0,benign,benign
0,8,4,77,0.96,0.04,benign,benign
0,8,4,317,0.01,0.99,malignant,malignant
0,8,4,217,1,0,benign,benign
0,8,4,622,0.91,0.09,benign,benign
0,8,4,67,0.367456,0.632544,malignant,malignant
0,8,4,291,1,0,benign,benign
0,8,4,667,1,0,benign,benign
0,8,4,592,0.11,0.89,malignant,malignant
0,8,4,96,1,0,benign,benign
0,8,4,243,0.8,0.2,benign,benign
0,8,4,50,0.25,0.75,malignant,malignant
0,8,4,417,1,0,benign,benign
0,8,4,216,1,0,benign,benign
0,8,4,113,0.07,0.93,malignant,malignant
0,8,4,193,1,0,benign,benign
0,8,4,27,1,0,benign,benign
0,8,4,186,0.01,0.99,malignant,malignant
0,8,4,362,0.96,0.04,benign,benign
0,8,4,522,0.05,0.95,malignant,malignant
0,8,4,171,1,0,benign,benign
0,8,4,664,1,0,benign,benign
0,8,4,218,0.01,0.99,malignant,malignant
0,8,4,402,0.97,0.03,benign,benign
0,8,4,241,1,0,benign,benign
0,8,4,604,0.17,0.83,malignant,malignant
0,8,4,474,1,0,benign,benign
0,8,4,650,0.96,0.04,benign,benign
0,8,4,681,0,1,malignant,malignant
0,8,4,683,1,0,benign,benign
0,8,4,444,0.96,0.04,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
0,8,4,427,0.01,0.99,malignant,malignant
0,8,4,629,1,0,benign,benign
0,8,4,150,1,0,benign,benign
0,8,4,328,0.09,0.91,malignant,malignant
0,8,4,484,1,0,benign,benign
0,8,4,303,1,0,benign,benign
0,8,4,361,0.16,0.84,malignant,malignant
0,8,4,663,1,0,benign,benign
0,8,4,480,1,0,benign,benign
0,8,4,101,0.63,0.37,benign,malignant
0,8,4,490,1,0,benign,benign
0,8,4,134,1,0,benign,benign
0,8,4,293,0.03,0.97,malignant,malignant
0,8,4,277,1,0,benign,benign
0,8,4,231,0.02,0.98,malignant,malignant
0,8,4,476,1,0,benign,benign
0,8,4,93,1,0,benign,benign
0,8,4,41,0.15,0.85,malignant,malignant
0,8,4,443,1,0,benign,benign
0,8,4,204,1,0,benign,benign
0,8,4,43,0.51,0.49,benign,malignant
0,8,4,232,0.09,0.91,malignant,benign
0,8,4,108,0.97,0.03,benign,benign
0,8,4,229,0,1,malignant,malignant
0,8,4,70,1,0,benign,benign
0,8,4,145,0.960949,0.039051,benign,benign
0,8,4,455,0.570788,0.429212,benign,malignant
0,8,4,413,1,0,benign,benign
0,8,4,138,1,0,benign,benign
0,8,4,39,0.33,0.67,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
0,8,5,111,0.04,0.96,malignant,malignant
0,8,5,509,1,0,benign,benign
0,8,5,77,0.98,0.02,benign,benign
0,8,5,317,0.01,0.99,malignant,malignant
0,8,5,217,1,0,benign,benign
0,8,5,622,0.87,0.13,benign,benign
0,8,5,67,0.320556,0.679444,malignant,malignant
0,8,5,291,1,0,benign,benign
0,8,5,667,1,0,benign,benign
0,8,5,592,0.11,0.89,malignant,malignant
0,8,5,96,1,0,benign,benign
0,8,5,243,0.760446,0.239554,benign,benign
0,8,5,50,0.16,0.84,malignant,malignant
0,8,5,417,1,0,benign,benign
0,8,5,216,1,0,benign,benign
0,8,5,113,0.02,0.98,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
0,8,5,362,0.97,0.03,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
0,8,5,604,0.27,0.73,malignant,malignant
0,8,5,474,1,0,benign,benign
0,8,5,650,0.98,0.02,benign,benign
0,8,5,681,0,1,malignant,malignant
0,8,5,683,1,0,benign,benign
0,8,5,444,1,0,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
0,8,5,427,0.02,0.98,malignant,malignant
0,8,5,629,1,0,benign,benign
0,8,5,150,1,0,benign,benign
0,8,5,328,0.143292,0.856708,malignant,malignant
0,8,5,484,1,0,benign,benign
0,8,5,303,1,0,benign,benign
0,8,5,361,0.07,0.93,malignant,malignant
0,8,5,663,1,0,benign,benign
0,8,5,480,1,0,benign,benign
0,8,5,101,0.805,0.195,benign,malignant
0,8,5,490,1,0,benign,benign
0,8,5,134,1,0,benign,benign
0,8,5,293,0.090593,0.909407,malignant,malignant
0,8,5,277,1,0,benign,benign
0,8,5,231,0.03,0.97,malignant,malignant
0,8,5,476,1,0,benign,benign
0,8,5,93,1,0,benign,benign
0,8,5,41,0.09,0.91,malignant,malignant
0,8,5,443,1,0,benign,benign
0,8,5,204,1,0,benign,benign
0,8,5,43,0.37,0.63,malignant,malignant
0,8,5,232,0.088571,0.911429,malignant,benign
0,8,5,108,0.993571,0.006429,benign,benign
0,8,5,229,0,1,malignant,malignant
0,8,5,70,1,0,benign,benign
0,8,5,145,0.98463,0.01537,benign,benign
0,8,5,455,0.633739,0.366261,benign,malignant
0,8,5,413,1,0,benign,benign
0,8,5,138,1,0,benign,benign
0,8,5,39,0.12,0.88,malignant,malignant
0,8,5,686,1,0,benign,benign
0,8,5,380,1,0,benign,benign
0,8,6,175,0.013974,0.986026,malignant,malignant
0,8,6,652,1,0,benign,benign
0,8,6,661,1,0,benign,benign
0,8,6,111,0.05,0.95,malignant,malignant
0,8,6,509,1,0,benign,benign
0,8,6,77,1,0,benign,benign
0,8,6,317,0.05,0.95,malignant,malignant
0,8,6,217,1,0,benign,benign
0,8,6,622,0.85,0.15,benign,benign
0,8,6,67,0.309672,0.690328,malignant,malignant
0,8,6,291,1,0,benign,benign
0,8,6,667,1,0,benign,benign
0,8,6,592,0.154922,0.845078,malignant,malignant
0,8,6,96,1,0,benign,benign
0,8,6,243,0.94,0.06,benign,benign
0,8,6,50,0.15,0.85,malignant,malignant
0,8,6,417,1,0,benign,benign
0,8,6,216,1,0,benign,benign
0,8,6,113,0.04,0.96,malignant,malignant
0,8,6,193,1,0,benign,benign
0,8,6,27,1,0,benign,benign
0,8,6,186,0.06,0.94,malignant,malignant
0,8,6,362,0.91,0.09,benign,benign
0,8,6,522,0.11,0.89,malignant,malignant
0,8,6,171,1,0,benign,benign
0,8,6,664,1,0,benign,benign
0,8,6,218,0.01,0.99,malignant,malignant
0,8,6,402,0.98,0.02,benign,benign
0,8,6,241,0.96,0.04,benign,benign
0,8,6,604,0.26,0.74,malignant,malignant
0,8,6,474,1,0,benign,benign
0,8,6,650,0.98,0.02,benign,benign
0,8,6,681,0,1,malignant,malignant
0,8,6,683,1,0,benign,benign
0,8,6,444,0.96,0.04,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
0,8,6,427,0.01,0.99,malignant,malignant
0,8,6,629,1,0,benign,benign
0,8,6,150,1,0,benign,benign
0,8,6,328,0.14,0.86,malignant,malignant
0,8,6,484,1,0,benign,benign
0,8,6,303,1,0,benign,benign
0,8,6,361,0.07,0.93,malignant,malignant
0,8,6,663,1,0,benign,benign
0,8,6,480,1,0,benign,benign
0,8,6,101,0.74097,0.25903,benign,malignant
0,8,6,490,1,0,benign,benign
0,8,6,134,1,0,benign,benign
0,8,6,293,0.184091,0.815909,malignant,malignant
0,8,6,277,1,0,benign,benign
0,8,6,231,0.07,0.93,malignant,malignant
0,8,6,476,1,0,benign,benign
0,8,6,93,1,0,benign,benign
0,8,6,41,0.09,0.91,malignant,malignant
0,8,6,443,1,0,benign,benign
0,8,6,204,1,0,benign,benign
0,8,6,43,0.534938,0.465062,benign,malignant
0,8,6,232,0.06,0.94,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
0,8,6,145,0.991591,0.008409,benign,benign
0,8,6,455,0.634675,0.365325,benign,malignant
0,8,6,413,1,0,benign,benign
0,8,6,138,1,0,benign,benign
0,8,6,39,0.33,0.67,malignant,malignant
0,8,6,686,1,0,benign,benign
0,8,6,380,1,0,benign,benign
0,8,7,175,0.04,0.96,malignant,malignant
0,8,7,652,1,0,benign,benign
0,8,7,661,1,0,benign,benign
0,8,7,111,0.04,0.96,malignant,malignant
0,8,7,509,1,0,benign,benign
0,8,7,77,0.98,0.02,benign,benign
0,8,7,317,0.214893,0.785107,malignant,malignant
0,8,7,217,1,0,benign,benign
0,8,7,622,0.919,0.081,benign,benign
0,8,7,67,0.333881,0.666119,malignant,malignant
0,8,7,291,1,0,benign,benign
0,8,7,667,1,0,benign,benign
0,8,7,592,0.08,0.92,malignant,malignant
0,8,7,96,1,0,benign,benign
0,8,7,243,0.93,0.07,benign,benign
0,8,7,50,0.110698,0.889302,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
0,8,7,186,0.05,0.95,malignant,malignant
0,8,7,362,0.98,0.02,benign,benign
0,8,7,522,0.079643,0.920357,malignant,malignant
0,8,7,171,1,0,benign,benign
0,8,7,664,1,0,benign,benign
0,8,7,218,0.094893,0.905107,malignant,malignant
0,8,7,402,0.96,0.04,benign,benign
0,8,7,241,0.99,0.01,benign,benign
0,8,7,604,0.271893,0.728107,malignant,malignant
0,8,7,474,1,0,benign,benign
0,8,7,650,0.970156,0.029844,benign,benign
0,8,7,681,0,1,malignant,malignant
0,8,7,683,1,0,benign,benign
0,8,7,444,1,0,benign,benign
0,8,7,479,0.003884,0.996116,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
0,8,7,328,0.15,0.85,malignant,malignant
0,8,7,484,1,0,benign,benign
0,8,7,303,1,0,benign,benign
0,8,7,361,0.133823,0.866177,malignant,malignant
0,8,7,663,1,0,benign,benign
0,8,7,480,1,0,benign,benign
0,8,7,101,0.58,0.42,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
0,8,7,231,0.162673,0.837327,malignant,malignant
0,8,7,476,1,0,benign,benign
0,8,7,93,1,0,benign,benign
0,8,7,41,0.087073,0.912927,malignant,malignant
0,8,7,443,1,0,benign,benign
0,8,7,204,1,0,benign,benign
0,8,7,43,0.509683,0.490317,benign,malignant
0,8,7,232,0.087635,0.912365,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
0,8,7,145,0.998567,0.001433,benign,benign
0,8,7,455,0.610763,0.389237,benign,malignant
0,8,7,413,1,0,benign,benign
0,8,7,138,1,0,benign,benign
0,8,7,39,0.352069,0.647931,malignant,malignant
0,8,7,686,1,0,benign,benign
0,8,7,380,1,0,benign,benign
0,9,0,51,0.3,0.7,malignant,malignant
0,9,0,116,0.74,0.26,benign,benign
0,9,0,557,1,0,benign,benign
0,9,0,323,0.1,0.9,malignant,malignant
0,9,0,418,0.95,0.05,benign,benign
0,9,0,192,1,0,benign,benign
0,9,0,491,0.04,0.96,malignant,malignant
0,9,0,477,1,0,benign,benign
0,9,0,133,0.99,0.01,benign,benign
0,9,0,36,0.3,0.7,malignant,malignant
0,9,0,33,1,0,benign,benign
0,9,0,85,0.2,0.8,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
0,9,0,223,0.02,0.98,malignant,malignant
0,9,0,370,0.9,0.1,benign,benign
0,9,0,411,0.936927,0.063073,benign,benign
0,9,0,279,0.03,0.97,malignant,malignant
0,9,0,548,1,0,benign,benign
0,9,0,675,0.96,0.04,benign,benign
0,9,0,467,0,1,malignant,malignant
0,9,0,584,0.8,0.2,benign,benign
0,9,0,294,0.936927,0.063073,benign,benign
0,9,0,227,0.08,0.92,malignant,malignant
0,9,0,242,1,0,benign,benign
0,9,0,659,1,0,benign,benign
0,9,0,304,0.06,0.94,malignant,malignant
0,9,0,564,0.99,0.01,benign,benign
0,9,0,428,1,0,benign,benign
0,9,0,21,0.05,0.95,malignant,malignant
0,9,0,234,0.86,0.14,benign,benign
0,9,0,250,0.99,0.01,benign,benign
0,9,0,99,0,1,malignant,malignant
0,9,0,553,0.59,0.41,benign,benign
0,9,0,646,0.99,0.01,benign,benign
0,9,0,261,0,1,malignant,malignant
0,9,0,602,1,0,benign,benign
0,9,0,152,0.06,0.94,malignant,malignant
0,9,0,102,0.99,0.01,benign,benign
0,9,0,64,1,0,benign,benign
0,9,0,289,0.02,0.98,malignant,malignant
0,9,0,40,0.171175,0.828825,malignant,benign
0,9,0,281,1,0,benign,benign
0,9,0,270,0.11,0.89,malignant,malignant
0,9,0,115,0.91,0.09,benign,benign
0,9,0,207,1,0,benign,benign
0,9,0,221,0.05,0.95,malignant,malignant
0,9,0,140,1,0,benign,benign
0,9,0,445,1,0,benign,benign
0,9,0,333,0.04,0.96,malignant,malignant
0,9,0,689,1,0,benign,benign
0,9,0,677,1,0,benign,benign
0,9,0,255,0.09,0.91,malignant,malignant
0,9,0,314,1,0,benign,benign
0,9,0,624,1,0,benign,benign
0,9,0,211,0.01,0.99,malignant,malignant
0,9,0,409,0.99,0.01,benign,benign
0,9,0,525,1,0,benign,benign
0,9,0,184,0.02,0.98,malignant,malignant
0,9,0,10,1,0,benign,benign
0,9,0,671,0.98,0.02,benign,benign
0,9,0,146,0.16,0.84,malignant,malignant
0,9,0,632,1,0,benign,benign
0,9,0,310,0.98,0.02,benign,benign
0,9,0,233,0.04,0.96,malignant,malignant
0,9,0,555,0.9,0.1,benign,benign
0,9,1,51,0.79,0.21,benign,malignant
0,9,1,116,0.68,0.32,benign,benign
0,9,1,557,1,0,benign,benign
0,9,1,323,0.28,0.72,malignant,malignant
0,9,1,418,0.97,0.03,benign,benign
0,9,1,192,1,0,benign,benign
0,9,1,491,0.12,0.88,malignant,malignant
0,9,1,477,1,0,benign,benign
0,9,1,133,1,0,benign,benign
0,9,1,36,0.12,0.88,malignant,malignant
0,9,1,33,1,0,benign,benign
0,9,1,85,0.18,0.82,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
0,9,1,370,0.98,0.02,benign,benign
0,9,1,411,0.944453,0.055547,benign,benign
0,9,1,279,0.03,0.97,malignant,malignant
0,9,1,548,1,0,benign,benign
0,9,1,675,0.97,0.03,benign,benign
0,9,1,467,0,1,malignant,malignant
0,9,1,584,0.89,0.11,benign,benign
0,9,1,294,0.944453,0.055547,benign,benign
0,9,1,227,0.01,0.99,malignant,malignant
0,9,1,242,1,0,benign,benign
0,9,1,659,1,0,benign,benign
0,9,1,304,0.14,0.86,malignant,malignant
0,9,1,564,1,0,benign,benign
0,9,1,428,1,0,benign,benign
0,9,1,21,0.03,0.97,malignant,malignant
0,9,1,234,0.97,0.03,benign,benign
0,9,1,250,0.99,0.01,benign,benign
0,9,1,99,0,1,malignant,malignant
0,9,1,553,0.79,0.21,benign,benign
0,9,1,646,0.99,0.01,benign,benign
0,9,1,261,0,1,malignant,malignant
0,9,1,602,1,0,benign,benign
0,9,1,152,0.01,0.99,malignant,malignant
0,9,1,102,1,0,benign,benign
0,9,1,64,1,0,benign,benign
0,9,1,289,0.06,0.94,malignant,malignant
0,9,1,40,0.067441,0.932559,malignant,benign
0,9,1,281,1,0,benign,benign
0,9,1,270,0.06,0.94,malignant,malignant
0,9,1,115,0.99,0.01,benign,benign
0,9,1,207,1,0,benign,benign
0,9,1,221,0.02,0.98,malignant,malignant
0,9,1,140,1,0,benign,benign
0,9,1,445,1,0,benign,benign
0,9,1,333,0.18,0.82,malignant,malignant
0,9,1,689,0.98,0.02,benign,benign
0,9,1,677,1,0,benign,benign
0,9,1,255,0.13,0.87,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
0,9,1,184,0.11,0.89,malignant,malignant
0,9,1,10,1,0,benign,benign
0,9,1,671,1,0,benign,benign
0,9,1,146,0.28,0.72,malignant,malignant
0,9,1,632,1,0,benign,benign
0,9,1,310,0.99,0.01,benign,benign
0,9,1,233,0.13,0.87,malignant,malignant
0,9,1,555,0.95,0.05,benign,benign
0,9,2,51,0.713883,0.286117,benign,malignant
0,9,2,116,0.78,0.22,benign,benign
0,9,2,557,1,0,benign,benign
0,9,2,323,0.34,0.66,malignant,malignant
0,9,2,418,0.99,0.01,benign,benign
0,9,2,192,1,0,benign,benign
0,9,2,491,0.09,0.91,malignant,malignant
0,9,2,477,1,0,benign,benign
0,9,2,133,1,0,benign,benign
0,9,2,36,0.06,0.94,malignant,malignant
0,9,2,33,1,0,benign,benign
0,9,2,85,0.24,0.76,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
0,9,2,370,0.99,0.01,benign,benign
0,9,2,411,0.981519,0.018481,benign,benign
0,9,2,279,0,1,malignant,malignant
0,9,2,548,1,0,benign,benign
0,9,2,675,0.99,0.01,benign,benign
0,9,2,467,0.01,0.99,malignant,malignant
0,9,2,584,0.99,0.01,benign,benign
0,9,2,294,0.981519,0.018481,benign,benign
0,9,2,227,0.03,0.97,malignant,malignant
0,9,2,242,1,0,benign,benign
0,9,2,659,1,0,benign,benign
0,9,2,304,0.082663,0.917337,malignant,malignant
0,9,2,564,1,0,benign,benign
0,9,2,428,1,0,benign,benign
0,9,2,21,0.01,0.99,malignant,malignant
0,9,2,234,0.98,0.02,benign,benign
0,9,2,250,1,0,benign,benign
0,9,2,99,0,1,malignant,malignant
0,9,2,553,0.803883,0.196117,benign,benign
0,9,2,646,1,0,benign,benign
0,9,2,261,0.03,0.97,malignant,malignant
0,9,2,602,1,0,benign,benign
0,9,2,152,0.02,0.98,malignant,malignant
0,9,2,102,1,0,benign,benign
0,9,2,64,1,0,benign,benign
0,9,2,289,0.05,0.95,malignant,malignant
0,9,2,40,0.060976,0.939024,malignant,benign
0,9,2,281,1,0,benign,benign
0,9,2,270,0.03,0.97,malignant,malignant
0,9,2,115,0.976044,0.023956,benign,benign
0,9,2,207,1,0,benign,benign
0,9,2,221,0.02,0.98,malignant,malignant
0,9,2,140,1,0,benign,benign
0,9,2,445,1,0,benign,benign
0,9,2,333,0.27,0.73,malignant,malignant
0,9,2,689,0.98,0.02,benign,benign
0,9,2,677,1,0,benign,benign
0,9,2,255,0.2,0.8,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
0,9,2,184,0.07,0.93,malignant,malignant
0,9,2,10,1,0,benign,benign
0,9,2,671,1,0,benign,benign
0,9,2,146,0.52,0.48,benign,malignant
0,9,2,632,1,0,benign,benign
0,9,2,310,1,0,benign,benign
0,9,2,233,0.18,0.82,malignant,malignant
0,9,2,555,0.96,0.04,benign,benign
0,9,3,51,0.63069,0.36931,benign,malignant
0,9,3,116,0.6,0.4,benign,benign
0,9,3,557,1,0,benign,benign
0,9,3,323,0.34,0.66,malignant,malignant
0,9,3,418,0.98,0.02,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
0,9,3,36,0.04,0.96,malignant,malignant
0,9,3,33,1,0,benign,benign
0,9,3,85,0.29069,0.70931,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
0,9,3,223,0.04,0.96,malignant,malignant
0,9,3,370,0.9,0.1,benign,benign
0,9,3,411,0.993177,0.006823,benign,benign
0,9,3,279,0.02,0.98,malignant,malignant
0,9,3,548,1,0,benign,benign
0,9,3,675,1,0,benign,benign
0,9,3,467,0.06,0.94,malignant,malignant
0,9,3,584,0.97,0.03,benign,benign
0,9,3,294,0.993177,0.006823,benign,benign
0,9,3,227,0.08,0.92,malignant,malignant
0,9,3,242,1,0,benign,benign
0,9,3,659,1,0,benign,benign
0,9,3,304,0.04,0.96,malignant,malignant
0,9,3,564,1,0,benign,benign
0,9,3,428,1,0,benign,benign
0,9,3,21,0.01,0.99,malignant,malignant
0,9,3,234,0.89,0.11,benign,benign
0,9,3,250,1,0,benign,benign
0,9,3,99,0,1,malignant,malignant
0,9,3,553,0.74,0.26,benign,benign
0,9,3,646,1,0,benign,benign
0,9,3,261,0.05,0.95,malignant,malignant
0,9,3,602,1,0,benign,benign
0,9,3,152,0.04,0.96,malignant,malignant
0,9,3,102,1,0,benign,benign
0,9,3,64,1,0,benign,benign
0,9,3,289,0.08,0.92,malignant,malignant
0,9,3,40,0.023366,0.976634,malignant,benign
0,9,3,281,1,0,benign,benign
0,9,3,270,0.013538,0.986462,malignant,malignant
0,9,3,115,1,0,benign,benign
0,9,3,207,1,0,benign,benign
0,9,3,221,0.01,0.99,malignant,malignant
0,9,3,140,1,0,benign,benign
0,9,3,445,1,0,benign,benign
0,9,3,333,0.26,0.74,malignant,malignant
0,9,3,689,1,0,benign,benign
0,9,3,677,1,0,benign,benign
0,9,3,255,0.4049,0.5951,malignant,malignant
0,9,3,314,1,0,benign,benign
0,9,3,624,1,0,benign,benign
0,9,3,211,0.01,0.99,malignant,malignant
0,9,3,409,1,0,benign,benign
0,9,3,525,1,0,benign,benign
0,9,3,184,0.11,0.89,malignant,malignant
0,9,3,10,1,0,benign,benign
0,9,3,671,1,0,benign,benign
0,9,3,146,0.6549,0.3451,benign,malignant
0,9,3,632,1,0,benign,benign
0,9,3,310,1,0,benign,benign
0,9,3,233,0.23,0.77,malignant,malignant
0,9,3,555,0.64,0.36,benign,benign
0,9,4,51,0.600788,0.399212,benign,malignant
0,9,4,116,0.51,0.49,benign,benign
0,9,4,557,1,0,benign,benign
0,9,4,323,0.210377,0.789623,malignant,malignant
0,9,4,418,1,0,benign,benign
0,9,4,192,1,0,benign,benign
0,9,4,491,0.11,0.89,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
0,9,4,85,0.39,0.61,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
0,9,4,223,0.05,0.95,malignant,malignant
0,9,4,370,0.92,0.08,benign,benign
0,9,4,411,0.993413,0.006587,benign,benign
0,9,4,279,0.04,0.96,malignant,malignant
0,9,4,548,1,0,benign,benign
0,9,4,675,1,0,benign,benign
0,9,4,467,0.03,0.97,malignant,malignant
0,9,4,584,0.96,0.04,benign,benign
0,9,4,294,0.993413,0.006587,benign,benign
0,9,4,227,0.02,0.98,malignant,malignant
0,9,4,242,1,0,benign,benign
0,9,4,659,1,0,benign,benign
0,9,4,304,0.05,0.95,malignant,malignant
0,9,4,564,1,0,benign,benign
0,9,4,428,1,0,benign,benign
0,9,4,21,0.01,0.99,malignant,malignant
0,9,4,234,0.94,0.06,benign,benign
0,9,4,250,1,0,benign,benign
0,9,4,99,0,1,malignant,malignant
0,9,4,553,0.700788,0.299212,benign,benign
0,9,4,646,1,0,benign,benign
0,9,4,261,0.02,0.98,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
0,9,4,289,0.02,0.98,malignant,malignant
0,9,4,40,0.018738,0.981262,malignant,benign
0,9,4,281,1,0,benign,benign
0,9,4,270,0.04,0.96,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
0,9,4,333,0.12,0.88,malignant,malignant
0,9,4,689,1,0,benign,benign
0,9,4,677,1,0,benign,benign
0,9,4,255,0.42414,0.57586,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
0,9,4,184,0.03,0.97,malignant,malignant
0,9,4,10,1,0,benign,benign
0,9,4,671,1,0,benign,benign
0,9,4,146,0.62,0.38,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
0,9,5,51,0.815628,0.184372,benign,malignant
0,9,5,116,0.47,0.53,malignant,benign
0,9,5,557,1,0,benign,benign
0,9,5,323,0.221671,0.778329,malignant,malignant
0,9,5,418,1,0,benign,benign
0,9,5,192,1,0,benign,benign
0,9,5,491,0.04,0.96,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
0,9,5,85,0.27,0.73,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
0,9,5,370,0.97,0.03,benign,benign
0,9,5,411,0.999266,0.000734,benign,benign
0,9,5,279,0.01,0.99,malignant,malignant
0,9,5,548,1,0,benign,benign
0,9,5,675,1,0,benign,benign
0,9,5,467,0.02,0.98,malignant,malignant
0,9,5,584,1,0,benign,benign
0,9,5,294,0.999266,0.000734,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
0,9,5,304,0.06,0.94,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
0,9,5,234,0.95,0.05,benign,benign
0,9,5,250,1,0,benign,benign
0,9,5,99,0,1,malignant,malignant
0,9,5,553,0.780628,0.219372,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
0,9,5,289,0.031078,0.968922,malignant,malignant
0,9,5,40,0.005967,0.994033,malignant,benign
0,9,5,281,1,0,benign,benign
0,9,5,270,0,1,malignant,malignant
0,9,5,115,0.990446,0.009554,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
0,9,5,333,0.211078,0.788922,malignant,malignant
0,9,5,689,0.99,0.01,benign,benign
0,9,5,677,1,0,benign,benign
0,9,5,255,0.501633,0.498367,benign,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
0,9,5,184,0.02,0.98,malignant,malignant
0,9,5,10,1,0,benign,benign
0,9,5,671,1,0,benign,benign
0,9,5,146,0.55,0.45,benign,malignant
0,9,5,632,1,0,benign,benign
0,9,5,310,1,0,benign,benign
0,9,5,233,0.05,0.95,malignant,malignant
0,9,5,555,0.775,0.225,benign,benign
0,9,6,51,0.593274,0.406726,benign,malignant
0,9,6,116,0.44,0.56,malignant,benign
0,9,6,557,1,0,benign,benign
0,9,6,323,0.162051,0.837949,malignant,malignant
0,9,6,418,0.98,0.02,benign,benign
0,9,6,192,1,0,benign,benign
0,9,6,491,0.02,0.98,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
0,9,6,85,0.38,0.62,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
0,9,6,223,0.02,0.98,malignant,malignant
0,9,6,370,1,0,benign,benign
0,9,6,411,0.992773,0.007227,benign,benign
0,9,6,279,0.02,0.98,malignant,malignant
0,9,6,548,1,0,benign,benign
0,9,6,675,0.995,0.005,benign,benign
0,9,6,467,0.01,0.99,malignant,malignant
0,9,6,584,0.97,0.03,benign,benign
0,9,6,294,0.998926,0.001074,benign,benign
0,9,6,227,0.02,0.98,malignant,malignant
0,9,6,242,1,0,benign,benign
0,9,6,659,1,0,benign,benign
0,9,6,304,0.15,0.85,malignant,malignant
0,9,6,564,1,0,benign,benign
0,9,6,428,1,0,benign,benign
0,9,6,21,0.07,0.93,malignant,malignant
0,9,6,234,0.95,0.05,benign,benign
0,9,6,250,1,0,benign,benign
0,9,6,99,0,1,malignant,malignant
0,9,6,553,0.721322,0.278678,benign,benign
0,9,6,646,1,0,benign,benign
0,9,6,261,0.01,0.99,malignant,malignant
0,9,6,602,1,0,benign,benign
0,9,6,152,0.01,0.99,malignant,malignant
0,9,6,102,1,0,benign,benign
0,9,6,64,1,0,benign,benign
0,9,6,289,0.106026,0.893974,malignant,malignant
0,9,6,40,0.01879,0.98121,malignant,benign
0,9,6,281,1,0,benign,benign
0,9,6,270,0.01,0.99,malignant,malignant
0,9,6,115,1,0,benign,benign
0,9,6,207,1,0,benign,benign
0,9,6,221,0.04,0.96,malignant,malignant
0,9,6,140,1,0,benign,benign
0,9,6,445,1,0,benign,benign
0,9,6,333,0.172051,0.827949,malignant,malignant
0,9,6,689,0.98,0.02,benign,benign
0,9,6,677,1,0,benign,benign
0,9,6,255,0.336018,0.663982,malignant,malignant
0,9,6,314,1,0,benign,benign
0,9,6,624,1,0,benign,benign
0,9,6,211,0.02,0.98,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
0,9,6,146,0.53,0.47,benign,malignant
0,9,6,632,1,0,benign,benign
0,9,6,310,1,0,benign,benign
0,9,6,233,0.093811,0.906189,malignant,malignant
0,9,6,555,0.78,0.22,benign,benign
0,9,7,51,0.306546,0.693454,malignant,malignant
0,9,7,116,0.537208,0.462792,benign,benign
0,9,7,557,1,0,benign,benign
0,9,7,323,0.120336,0.879664,malignant,malignant
0,9,7,418,0.95,0.05,benign,benign
0,9,7,192,1,0,benign,benign
0,9,7,491,0.01,0.99,malignant,malignant
0,9,7,477,1,0,benign,benign
0,9,7,133,1,0,benign,benign
0,9,7,36,0.01,0.99,malignant,malignant
0,9,7,33,1,0,benign,benign
0,9,7,85,0.28,0.72,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
0,9,7,411,0.996586,0.003414,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
0,9,7,467,0.02,0.98,malignant,malignant
0,9,7,584,1,0,benign,benign
0,9,7,294,0.999686,0.000314,benign,benign
0,9,7,227,0.02,0.98,malignant,malignant
0,9,7,242,1,0,benign,benign
0,9,7,659,1,0,benign,benign
0,9,7,304,0.07,0.93,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
0,9,7,234,0.89,0.11,benign,benign
0,9,7,250,1,0,benign,benign
0,9,7,99,0,1,malignant,malignant
0,9,7,553,0.729343,0.270657,benign,benign
0,9,7,646,1,0,benign,benign
0,9,7,261,0.01,0.99,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
0,9,7,289,0.118276,0.881724,malignant,malignant
0,9,7,40,0.027749,0.972251,malignant,benign
0,9,7,281,1,0,benign,benign
0,9,7,270,0.000963,0.999037,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
0,9,7,333,0.18452,0.81548,malignant,malignant
0,9,7,689,0.985,0.015,benign,benign
0,9,7,677,1,0,benign,benign
0,9,7,255,0.337039,0.662961,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
0,9,7,146,0.374,0.626,malignant,malignant
0,9,7,632,1,0,benign,benign
0,9,7,310,1,0,benign,benign
0,9,7,233,0.06,0.94,malignant,malignant
0,9,7,555,0.76,0.24,benign,benign