@relation openml_task_15_predictions

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

@data
0,0,665,0.994527,0.005473,benign,benign
0,0,447,0.994527,0.005473,benign,benign
0,0,593,0.994527,0.005473,benign,benign
0,0,8,0.994527,0.005473,benign,benign
0,0,148,0.994527,0.005473,benign,benign
0,0,180,0.994527,0.005473,benign,benign
0,0,415,0.13791,0.86209,malignant,benign
0,0,500,0.994527,0.005473,benign,benign
0,0,131,0.994527,0.005473,benign,benign
0,0,156,0.994527,0.005473,benign,benign
0,0,545,0.994527,0.005473,benign,benign
0,0,595,0.994527,0.005473,benign,benign
0,0,259,0.025478,0.974522,malignant,benign
0,0,433,0.994527,0.005473,benign,benign
0,0,426,1,0,benign,benign
0,0,322,0.994527,0.005473,benign,benign
0,0,616,0.994527,0.005473,benign,benign
0,0,219,0.994527,0.005473,benign,benign
0,0,618,0.994527,0.005473,benign,benign
0,0,287,0.994527,0.005473,benign,benign
0,0,528,0.994527,0.005473,benign,benign
0,0,649,0.994527,0.005473,benign,benign
0,0,538,0.994527,0.005473,benign,benign
0,0,343,0.994527,0.005473,benign,benign
0,0,48,0.994527,0.005473,benign,benign
0,0,695,0.994527,0.005473,benign,benign
0,0,441,0.095694,0.904306,malignant,benign
0,0,393,0.994527,0.005473,benign,benign
0,0,275,0.994845,0.005155,benign,benign
0,0,464,0.994527,0.005473,benign,benign
0,0,290,0.994527,0.005473,benign,benign
0,0,687,0.994527,0.005473,benign,benign
0,0,542,1,0,benign,benign
0,0,376,0.994527,0.005473,benign,benign
0,0,462,0.994527,0.005473,benign,benign
0,0,97,0.994527,0.005473,benign,benign
0,0,94,0.994527,0.005473,benign,benign
0,0,77,1,0,benign,benign
0,0,27,0.994527,0.005473,benign,benign
0,0,256,0.994527,0.005473,benign,benign
0,0,277,0.994527,0.005473,benign,benign
0,0,138,0.994527,0.005473,benign,benign
0,0,562,0.994527,0.005473,benign,benign
0,0,242,0.994527,0.005473,benign,benign
0,0,64,0.994527,0.005473,benign,benign
0,0,624,0.994527,0.005473,benign,benign
0,0,334,0.025478,0.974522,malignant,malignant
0,0,414,0.025478,0.974522,malignant,malignant
0,0,54,0.025478,0.974522,malignant,malignant
0,0,339,0.025478,0.974522,malignant,malignant
0,0,357,0.025478,0.974522,malignant,malignant
0,0,123,0.13791,0.86209,malignant,malignant
0,0,292,0.025478,0.974522,malignant,malignant
0,0,50,1,0,benign,malignant
0,0,160,0.025478,0.974522,malignant,malignant
0,0,215,0.025478,0.974522,malignant,malignant
0,0,213,0.025478,0.974522,malignant,malignant
0,0,293,1,0,benign,malignant
0,0,41,0.13791,0.86209,malignant,malignant
0,0,488,0.025478,0.974522,malignant,malignant
0,0,668,0.025478,0.974522,malignant,malignant
0,0,530,0.13791,0.86209,malignant,malignant
0,0,46,0.025478,0.974522,malignant,malignant
0,0,223,0.025478,0.974522,malignant,malignant
0,0,227,0.025478,0.974522,malignant,malignant
0,0,680,0.025478,0.974522,malignant,malignant
0,0,63,1,0,benign,malignant
0,0,128,0,1,malignant,malignant
0,0,493,0.025478,0.974522,malignant,malignant
0,0,285,0.025478,0.974522,malignant,malignant
0,1,561,0.997241,0.002759,benign,benign
0,1,521,0.997241,0.002759,benign,benign
0,1,419,0,1,malignant,benign
0,1,485,0.997241,0.002759,benign,benign
0,1,647,0.997241,0.002759,benign,benign
0,1,82,0.997241,0.002759,benign,benign
0,1,527,0.997241,0.002759,benign,benign
0,1,324,0.997241,0.002759,benign,benign
0,1,157,0.997241,0.002759,benign,benign
0,1,389,0.997241,0.002759,benign,benign
0,1,176,0.997241,0.002759,benign,benign
0,1,434,0.019868,0.980132,malignant,benign
0,1,556,0.997241,0.002759,benign,benign
0,1,495,0.997241,0.002759,benign,benign
0,1,172,0.997241,0.002759,benign,benign
0,1,181,0.997241,0.002759,benign,benign
0,1,313,0.997241,0.002759,benign,benign
0,1,2,0.997241,0.002759,benign,benign
0,1,185,0.997241,0.002759,benign,benign
0,1,198,0.997241,0.002759,benign,benign
0,1,503,0.997241,0.002759,benign,benign
0,1,88,0.997241,0.002759,benign,benign
0,1,61,0.997241,0.002759,benign,benign
0,1,430,1,0,benign,benign
0,1,66,0.997241,0.002759,benign,benign
0,1,651,0.997241,0.002759,benign,benign
0,1,154,0.997241,0.002759,benign,benign
0,1,153,0.997241,0.002759,benign,benign
0,1,532,0.997241,0.002759,benign,benign
0,1,639,0.997241,0.002759,benign,benign
0,1,573,0.997241,0.002759,benign,benign
0,1,420,0.997241,0.002759,benign,benign
0,1,9,0.997241,0.002759,benign,benign
0,1,321,0.997403,0.002597,benign,benign
0,1,258,0.997241,0.002759,benign,benign
0,1,4,0.997241,0.002759,benign,benign
0,1,19,0.997241,0.002759,benign,benign
0,1,217,0.997241,0.002759,benign,benign
0,1,362,0.997241,0.002759,benign,benign
0,1,475,0.997241,0.002759,benign,benign
0,1,476,0.997241,0.002759,benign,benign
0,1,686,0.997241,0.002759,benign,benign
0,1,307,0.997241,0.002759,benign,benign
0,1,659,0.997241,0.002759,benign,benign
0,1,40,0.019868,0.980132,malignant,benign
0,1,409,0.997241,0.002759,benign,benign
0,1,305,0.019868,0.980132,malignant,malignant
0,1,267,0.037692,0.962308,malignant,malignant
0,1,565,0.019868,0.980132,malignant,malignant
0,1,340,0,1,malignant,malignant
0,1,268,0.019868,0.980132,malignant,malignant
0,1,633,0.019868,0.980132,malignant,malignant
0,1,175,0.019868,0.980132,malignant,malignant
0,1,260,0.019868,0.980132,malignant,malignant
0,1,218,0.019868,0.980132,malignant,malignant
0,1,312,0.019868,0.980132,malignant,malignant
0,1,328,0,1,malignant,malignant
0,1,224,0.019868,0.980132,malignant,malignant
0,1,112,0,1,malignant,malignant
0,1,302,0.019868,0.980132,malignant,malignant
0,1,55,0.019868,0.980132,malignant,malignant
0,1,151,0.008311,0.991689,malignant,malignant
0,1,166,0.019868,0.980132,malignant,malignant
0,1,20,0,1,malignant,malignant
0,1,205,0.019868,0.980132,malignant,malignant
0,1,103,0.997241,0.002759,benign,malignant
0,1,289,0.019868,0.980132,malignant,malignant
0,1,582,0.019868,0.980132,malignant,malignant
0,1,457,0.019868,0.980132,malignant,malignant
0,1,594,0.019868,0.980132,malignant,malignant
0,2,269,0.997153,0.002847,benign,benign
0,2,168,0.997153,0.002847,benign,benign
0,2,559,0.997153,0.002847,benign,benign
0,2,195,0.997153,0.002847,benign,benign
0,2,79,0.997153,0.002847,benign,benign
0,2,517,0.997153,0.002847,benign,benign
0,2,615,0.997153,0.002847,benign,benign
0,2,338,0.997153,0.002847,benign,benign
0,2,511,0.997153,0.002847,benign,benign
0,2,404,0.997153,0.002847,benign,benign
0,2,403,1,0,benign,benign
0,2,547,0.997153,0.002847,benign,benign
0,2,540,0.997153,0.002847,benign,benign
0,2,516,0.997153,0.002847,benign,benign
0,2,623,0.997153,0.002847,benign,benign
0,2,451,0.997153,0.002847,benign,benign
0,2,606,0.997153,0.002847,benign,benign
0,2,439,0.997153,0.002847,benign,benign
0,2,350,0.997153,0.002847,benign,benign
0,2,257,0.997153,0.002847,benign,benign
0,2,578,0.997153,0.002847,benign,benign
0,2,614,0.997153,0.002847,benign,benign
0,2,642,0.997153,0.002847,benign,benign
0,2,567,1,0,benign,benign
0,2,468,0.997153,0.002847,benign,benign
0,2,178,0.997153,0.002847,benign,benign
0,2,394,0.997153,0.002847,benign,benign
0,2,92,0.997153,0.002847,benign,benign
0,2,137,0.997153,0.002847,benign,benign
0,2,240,0.997153,0.002847,benign,benign
0,2,424,0.997153,0.002847,benign,benign
0,2,526,0.997153,0.002847,benign,benign
0,2,463,0.997153,0.002847,benign,benign
0,2,688,0.997153,0.002847,benign,benign
0,2,461,1,0,benign,benign
0,2,139,0.997382,0.002618,benign,benign
0,2,678,0.997153,0.002847,benign,benign
0,2,622,0.997153,0.002847,benign,benign
0,2,171,0.997153,0.002847,benign,benign
0,2,629,0.997153,0.002847,benign,benign
0,2,93,0.997153,0.002847,benign,benign
0,2,380,0.997153,0.002847,benign,benign
0,2,208,0.997153,0.002847,benign,benign
0,2,564,0.997153,0.002847,benign,benign
0,2,281,0.997153,0.002847,benign,benign
0,2,525,0.997153,0.002847,benign,benign
0,2,100,0.035984,0.964016,malignant,malignant
0,2,344,0.03125,0.96875,malignant,malignant
0,2,608,0.03125,0.96875,malignant,malignant
0,2,288,0.00998,0.99002,malignant,malignant
0,2,42,0.03125,0.96875,malignant,malignant
0,2,658,0.03125,0.96875,malignant,malignant
0,2,111,0.03125,0.96875,malignant,malignant
0,2,348,0,1,malignant,malignant
0,2,237,0.03125,0.96875,malignant,malignant
0,2,358,0.03125,0.96875,malignant,malignant
0,2,391,0.03125,0.96875,malignant,malignant
0,2,435,0.03125,0.96875,malignant,malignant
0,2,191,0.03125,0.96875,malignant,malignant
0,2,336,0.03125,0.96875,malignant,malignant
0,2,51,0.166667,0.833333,malignant,malignant
0,2,14,0.03125,0.96875,malignant,malignant
0,2,174,0.03125,0.96875,malignant,malignant
0,2,421,0.03125,0.96875,malignant,malignant
0,2,262,0.03125,0.96875,malignant,malignant
0,2,99,0.03125,0.96875,malignant,malignant
0,2,270,0.035984,0.964016,malignant,malignant
0,2,132,0.03125,0.96875,malignant,malignant
0,2,251,0.035984,0.964016,malignant,malignant
0,2,233,0.035984,0.964016,malignant,malignant
0,3,654,0.994559,0.005441,benign,benign
0,3,657,0.858566,0.141434,benign,benign
0,3,645,0.994559,0.005441,benign,benign
0,3,248,0.994559,0.005441,benign,benign
0,3,296,0.047619,0.952381,malignant,benign
0,3,494,0.090909,0.909091,malignant,benign
0,3,164,0.944751,0.055249,benign,benign
0,3,638,0.994559,0.005441,benign,benign
0,3,121,0.994559,0.005441,benign,benign
0,3,432,0.994559,0.005441,benign,benign
0,3,471,0.994559,0.005441,benign,benign
0,3,249,0.994859,0.005141,benign,benign
0,3,387,0.858566,0.141434,benign,benign
0,3,399,0.994559,0.005441,benign,benign
0,3,351,0.994559,0.005441,benign,benign
0,3,469,0.994559,0.005441,benign,benign
0,3,481,0.941176,0.058824,benign,benign
0,3,327,0.994559,0.005441,benign,benign
0,3,235,0.994859,0.005141,benign,benign
0,3,634,0.994559,0.005441,benign,benign
0,3,550,0.994559,0.005441,benign,benign
0,3,601,0.994559,0.005441,benign,benign
0,3,473,0.994559,0.005441,benign,benign
0,3,398,0.994559,0.005441,benign,benign
0,3,89,0.994559,0.005441,benign,benign
0,3,311,0.994559,0.005441,benign,benign
0,3,385,0.941176,0.058824,benign,benign
0,3,536,0.994559,0.005441,benign,benign
0,3,335,0.994559,0.005441,benign,benign
0,3,318,0.994559,0.005441,benign,benign
0,3,144,0.994559,0.005441,benign,benign
0,3,539,0.994559,0.005441,benign,benign
0,3,537,0.994559,0.005441,benign,benign
0,3,628,0.994559,0.005441,benign,benign
0,3,325,0.994559,0.005441,benign,benign
0,3,91,0.994559,0.005441,benign,benign
0,3,161,0.994559,0.005441,benign,benign
0,3,291,0.994559,0.005441,benign,benign
0,3,664,0.994559,0.005441,benign,benign
0,3,150,0.994559,0.005441,benign,benign
0,3,443,0.994559,0.005441,benign,benign
0,3,116,0.858566,0.141434,benign,benign
0,3,513,0.994559,0.005441,benign,benign
0,3,428,0.994559,0.005441,benign,benign
0,3,115,1,0,benign,benign
0,3,10,0.994559,0.005441,benign,benign
0,3,201,0.031847,0.968153,malignant,malignant
0,3,52,0.047619,0.952381,malignant,malignant
0,3,386,0.031847,0.968153,malignant,malignant
0,3,436,0.031847,0.968153,malignant,malignant
0,3,177,0.031847,0.968153,malignant,malignant
0,3,155,0.031847,0.968153,malignant,malignant
0,3,317,0.031847,0.968153,malignant,malignant
0,3,113,0.031847,0.968153,malignant,malignant
0,3,611,0.031847,0.968153,malignant,malignant
0,3,300,0.050463,0.949537,malignant,malignant
0,3,465,0.031847,0.968153,malignant,malignant
0,3,183,0.031847,0.968153,malignant,malignant
0,3,626,0.031847,0.968153,malignant,malignant
0,3,610,0.050463,0.949537,malignant,malignant
0,3,323,0,1,malignant,malignant
0,3,36,0.031847,0.968153,malignant,malignant
0,3,612,0.031847,0.968153,malignant,malignant
0,3,279,0.031847,0.968153,malignant,malignant
0,3,591,0.031847,0.968153,malignant,malignant
0,3,261,0.031847,0.968153,malignant,malignant
0,3,254,0.031847,0.968153,malignant,malignant
0,3,159,0.031847,0.968153,malignant,malignant
0,3,206,0.031847,0.968153,malignant,malignant
0,3,286,0.031847,0.968153,malignant,malignant
0,4,641,1,0,benign,benign
0,4,585,1,0,benign,benign
0,4,635,1,0,benign,benign
0,4,298,1,0,benign,benign
0,4,341,1,0,benign,benign
0,4,228,1,0,benign,benign
0,4,437,1,0,benign,benign
0,4,17,1,0,benign,benign
0,4,598,1,0,benign,benign
0,4,147,1,0,benign,benign
0,4,423,1,0,benign,benign
0,4,225,1,0,benign,benign
0,4,271,1,0,benign,benign
0,4,583,1,0,benign,benign
0,4,337,1,0,benign,benign
0,4,656,1,0,benign,benign
0,4,119,1,0,benign,benign
0,4,579,1,0,benign,benign
0,4,459,1,0,benign,benign
0,4,363,0.139344,0.860656,malignant,benign
0,4,6,0.919803,0.080197,benign,benign
0,4,76,1,0,benign,benign
0,4,26,1,0,benign,benign
0,4,72,0.891304,0.108696,benign,benign
0,4,694,1,0,benign,benign
0,4,544,1,0,benign,benign
0,4,346,1,0,benign,benign
0,4,396,1,0,benign,benign
0,4,690,1,0,benign,benign
0,4,182,1,0,benign,benign
0,4,438,1,0,benign,benign
0,4,278,1,0,benign,benign
0,4,384,1,0,benign,benign
0,4,405,1,0,benign,benign
0,4,301,1,0,benign,benign
0,4,450,1,0,benign,benign
0,4,660,1,0,benign,benign
0,4,667,1,0,benign,benign
0,4,402,0.891304,0.108696,benign,benign
0,4,484,1,0,benign,benign
0,4,204,1,0,benign,benign
0,4,557,1,0,benign,benign
0,4,370,0.941176,0.058824,benign,benign
0,4,234,0.941176,0.058824,benign,benign
0,4,207,1,0,benign,benign
0,4,671,1,0,benign,benign
0,4,295,0.031056,0.968944,malignant,malignant
0,4,57,1,0,benign,malignant
0,4,38,0.139344,0.860656,malignant,malignant
0,4,273,0,1,malignant,malignant
0,4,308,0.031056,0.968944,malignant,malignant
0,4,23,0.289736,0.710264,malignant,malignant
0,4,67,0.139344,0.860656,malignant,malignant
0,4,247,0.139344,0.860656,malignant,malignant
0,4,698,0.031056,0.968944,malignant,malignant
0,4,68,0.139344,0.860656,malignant,malignant
0,4,282,0.139344,0.860656,malignant,malignant
0,4,381,0.031056,0.968944,malignant,malignant
0,4,187,0.031056,0.968944,malignant,malignant
0,4,246,0.031056,0.968944,malignant,malignant
0,4,648,0.031056,0.968944,malignant,malignant
0,4,18,0.031056,0.968944,malignant,malignant
0,4,188,0.031056,0.968944,malignant,malignant
0,4,49,0.031056,0.968944,malignant,malignant
0,4,669,0.031056,0.968944,malignant,malignant
0,4,605,0.031056,0.968944,malignant,malignant
0,4,366,0.031056,0.968944,malignant,malignant
0,4,32,0.031056,0.968944,malignant,malignant
0,4,98,0.031056,0.968944,malignant,malignant
0,4,569,0.031056,0.968944,malignant,malignant
0,5,535,0.991758,0.008242,benign,benign
0,5,575,0.991758,0.008242,benign,benign
0,5,512,0.991758,0.008242,benign,benign
0,5,442,0.991758,0.008242,benign,benign
0,5,165,0.991758,0.008242,benign,benign
0,5,75,0.991758,0.008242,benign,benign
0,5,379,0.065657,0.934343,malignant,benign
0,5,534,0.991758,0.008242,benign,benign
0,5,158,0.991758,0.008242,benign,benign
0,5,431,0.991758,0.008242,benign,benign
0,5,118,0.991758,0.008242,benign,benign
0,5,524,0.991758,0.008242,benign,benign
0,5,169,0.991758,0.008242,benign,benign
0,5,501,0.991758,0.008242,benign,benign
0,5,245,0.991758,0.008242,benign,benign
0,5,16,0.991758,0.008242,benign,benign
0,5,478,0.991758,0.008242,benign,benign
0,5,498,0.991758,0.008242,benign,benign
0,5,90,0.991758,0.008242,benign,benign
0,5,390,0.991758,0.008242,benign,benign
0,5,672,0.991758,0.008242,benign,benign
0,5,372,0.991758,0.008242,benign,benign
0,5,520,0.991758,0.008242,benign,benign
0,5,31,0.991758,0.008242,benign,benign
0,5,371,0.991758,0.008242,benign,benign
0,5,454,1,0,benign,benign
0,5,499,0.991758,0.008242,benign,benign
0,5,684,0.991758,0.008242,benign,benign
0,5,676,0.991758,0.008242,benign,benign
0,5,382,0.991758,0.008242,benign,benign
0,5,354,0.991758,0.008242,benign,benign
0,5,627,0.991758,0.008242,benign,benign
0,5,643,0.991758,0.008242,benign,benign
0,5,533,0.991758,0.008242,benign,benign
0,5,589,0.991758,0.008242,benign,benign
0,5,274,0.991758,0.008242,benign,benign
0,5,331,0.991758,0.008242,benign,benign
0,5,96,0.991758,0.008242,benign,benign
0,5,241,0.991758,0.008242,benign,benign
0,5,303,0.991758,0.008242,benign,benign
0,5,232,0.065657,0.934343,malignant,benign
0,5,418,0.991758,0.008242,benign,benign
0,5,411,0.991758,0.008242,benign,benign
0,5,250,0.991758,0.008242,benign,benign
0,5,140,0.991758,0.008242,benign,benign
0,5,632,0.991758,0.008242,benign,benign
0,5,359,0.065657,0.934343,malignant,malignant
0,5,106,0.065657,0.934343,malignant,malignant
0,5,456,0.065657,0.934343,malignant,malignant
0,5,44,0.065657,0.934343,malignant,malignant
0,5,329,0.065657,0.934343,malignant,malignant
0,5,53,0.065657,0.934343,malignant,malignant
0,5,86,0.065657,0.934343,malignant,malignant
0,5,73,0.065657,0.934343,malignant,malignant
0,5,400,0.065657,0.934343,malignant,malignant
0,5,681,0.065657,0.934343,malignant,malignant
0,5,697,0.065657,0.934343,malignant,malignant
0,5,453,0.065657,0.934343,malignant,malignant
0,5,440,0,1,malignant,malignant
0,5,229,0.065657,0.934343,malignant,malignant
0,5,487,0.065657,0.934343,malignant,malignant
0,5,85,0.065657,0.934343,malignant,malignant
0,5,222,0.991758,0.008242,benign,malignant
0,5,519,0.065657,0.934343,malignant,malignant
0,5,304,0.065657,0.934343,malignant,malignant
0,5,253,0.065657,0.934343,malignant,malignant
0,5,84,0.065657,0.934343,malignant,malignant
0,5,255,0.065657,0.934343,malignant,malignant
0,5,184,0.065657,0.934343,malignant,malignant
0,5,326,0,1,malignant,malignant
0,6,552,0.991781,0.008219,benign,benign
0,6,141,0.991781,0.008219,benign,benign
0,6,143,0.991781,0.008219,benign,benign
0,6,429,0.991781,0.008219,benign,benign
0,6,587,0.991781,0.008219,benign,benign
0,6,621,0.27,0.73,malignant,benign
0,6,529,0.991781,0.008219,benign,benign
0,6,209,0.991781,0.008219,benign,benign
0,6,345,0.991781,0.008219,benign,benign
0,6,136,0.991781,0.008219,benign,benign
0,6,599,0.991781,0.008219,benign,benign
0,6,368,0.991781,0.008219,benign,benign
0,6,202,0.991781,0.008219,benign,benign
0,6,693,0.991781,0.008219,benign,benign
0,6,373,0.991781,0.008219,benign,benign
0,6,29,0.991781,0.008219,benign,benign
0,6,388,0.991781,0.008219,benign,benign
0,6,35,0.991781,0.008219,benign,benign
0,6,13,0.991781,0.008219,benign,benign
0,6,560,0.991781,0.008219,benign,benign
0,6,120,0.991781,0.008219,benign,benign
0,6,194,0.991781,0.008219,benign,benign
0,6,613,0.924264,0.075736,benign,benign
0,6,554,0.991781,0.008219,benign,benign
0,6,378,0.991781,0.008219,benign,benign
0,6,566,0.991781,0.008219,benign,benign
0,6,130,0.991781,0.008219,benign,benign
0,6,355,0.991781,0.008219,benign,benign
0,6,244,0.991781,0.008219,benign,benign
0,6,507,0.991781,0.008219,benign,benign
0,6,422,0.924264,0.075736,benign,benign
0,6,572,0.991781,0.008219,benign,benign
0,6,125,0.991781,0.008219,benign,benign
0,6,199,0.991781,0.008219,benign,benign
0,6,265,0.991781,0.008219,benign,benign
0,6,11,0.991781,0.008219,benign,benign
0,6,576,0.991781,0.008219,benign,benign
0,6,243,0.991781,0.008219,benign,benign
0,6,474,0.991781,0.008219,benign,benign
0,6,663,0.991781,0.008219,benign,benign
0,6,108,0.991781,0.008219,benign,benign
0,6,192,0.991781,0.008219,benign,benign
0,6,548,0.991781,0.008219,benign,benign
0,6,553,0.113705,0.886295,malignant,benign
0,6,445,0.991781,0.008219,benign,benign
0,6,310,0.991781,0.008219,benign,benign
0,6,87,0.031056,0.968944,malignant,malignant
0,6,25,0.991781,0.008219,benign,malignant
0,6,299,0,1,malignant,malignant
0,6,574,0.031056,0.968944,malignant,malignant
0,6,56,0.031056,0.968944,malignant,malignant
0,6,272,0.113705,0.886295,malignant,malignant
0,6,59,0.031056,0.968944,malignant,malignant
0,6,186,0.031056,0.968944,malignant,malignant
0,6,190,0.031056,0.968944,malignant,malignant
0,6,122,0.031056,0.968944,malignant,malignant
0,6,353,0.031056,0.968944,malignant,malignant
0,6,670,0.031056,0.968944,malignant,malignant
0,6,5,0.031056,0.968944,malignant,malignant
0,6,60,0.924264,0.075736,benign,malignant
0,6,12,0.924264,0.075736,benign,malignant
0,6,356,0.924264,0.075736,benign,malignant
0,6,109,0.031056,0.968944,malignant,malignant
0,6,124,0.113705,0.886295,malignant,malignant
0,6,696,0.031056,0.968944,malignant,malignant
0,6,152,0.031056,0.968944,malignant,malignant
0,6,173,0.031056,0.968944,malignant,malignant
0,6,211,0.031056,0.968944,malignant,malignant
0,6,590,0.031056,0.968944,malignant,malignant
0,6,636,0.031056,0.968944,malignant,malignant
0,7,577,0.991803,0.008197,benign,benign
0,7,203,0.991803,0.008197,benign,benign
0,7,407,0.991803,0.008197,benign,benign
0,7,365,0.991803,0.008197,benign,benign
0,7,470,0.991803,0.008197,benign,benign
0,7,352,0.190476,0.809524,malignant,benign
0,7,620,0.991803,0.008197,benign,benign
0,7,496,0.991803,0.008197,benign,benign
0,7,332,0.991803,0.008197,benign,benign
0,7,508,0.991803,0.008197,benign,benign
0,7,163,0.991803,0.008197,benign,benign
0,7,197,0.991803,0.008197,benign,benign
0,7,69,0.991803,0.008197,benign,benign
0,7,666,0.991803,0.008197,benign,benign
0,7,392,0.991803,0.008197,benign,benign
0,7,383,0.991803,0.008197,benign,benign
0,7,563,0.991803,0.008197,benign,benign
0,7,377,0.991803,0.008197,benign,benign
0,7,95,0.991803,0.008197,benign,benign
0,7,655,0.991803,0.008197,benign,benign
0,7,674,0.991803,0.008197,benign,benign
0,7,625,0.991803,0.008197,benign,benign
0,7,80,0.991803,0.008197,benign,benign
0,7,315,0,1,malignant,benign
0,7,220,0.991803,0.008197,benign,benign
0,7,22,0.991803,0.008197,benign,benign
0,7,196,0.015267,0.984733,malignant,benign
0,7,7,0.991803,0.008197,benign,benign
0,7,410,0.991803,0.008197,benign,benign
0,7,0,0.991803,0.008197,benign,benign
0,7,486,0.991803,0.008197,benign,benign
0,7,170,0.991803,0.008197,benign,benign
0,7,401,0.991803,0.008197,benign,benign
0,7,375,0.991803,0.008197,benign,benign
0,7,47,0.991803,0.008197,benign,benign
0,7,505,0.951163,0.048837,benign,benign
0,7,652,0.991803,0.008197,benign,benign
0,7,417,0.991803,0.008197,benign,benign
0,7,650,0.991803,0.008197,benign,benign
0,7,480,0.991803,0.008197,benign,benign
0,7,70,0.991803,0.008197,benign,benign
0,7,477,0.991803,0.008197,benign,benign
0,7,675,0.991803,0.008197,benign,benign
0,7,646,0.991803,0.008197,benign,benign
0,7,689,0.991803,0.008197,benign,benign
0,7,555,0.951163,0.048837,benign,benign
0,7,238,0.028571,0.971429,malignant,malignant
0,7,167,0.028571,0.971429,malignant,malignant
0,7,239,0,1,malignant,malignant
0,7,210,0.015267,0.984733,malignant,malignant
0,7,568,0.028571,0.971429,malignant,malignant
0,7,581,0.015267,0.984733,malignant,malignant
0,7,571,0.015267,0.984733,malignant,malignant
0,7,284,0.190476,0.809524,malignant,malignant
0,7,266,0.028571,0.971429,malignant,malignant
0,7,479,0.015267,0.984733,malignant,malignant
0,7,361,0,1,malignant,malignant
0,7,489,0,1,malignant,malignant
0,7,236,0.028571,0.971429,malignant,malignant
0,7,455,0.928571,0.071429,benign,malignant
0,7,523,0.015267,0.984733,malignant,malignant
0,7,149,0.015267,0.984733,malignant,malignant
0,7,546,0.015267,0.984733,malignant,malignant
0,7,15,0.190476,0.809524,malignant,malignant
0,7,21,0.015267,0.984733,malignant,malignant
0,7,71,0.951163,0.048837,benign,malignant
0,7,221,0.015267,0.984733,malignant,malignant
0,7,349,0.991803,0.008197,benign,malignant
0,7,483,0.015267,0.984733,malignant,malignant
0,7,466,0.015267,0.984733,malignant,malignant
0,8,81,0.98913,0.01087,benign,benign
0,8,518,0.98913,0.01087,benign,benign
0,8,685,0.98913,0.01087,benign,benign
0,8,30,0.98913,0.01087,benign,benign
0,8,662,0.98913,0.01087,benign,benign
0,8,452,0.98913,0.01087,benign,benign
0,8,276,0.98913,0.01087,benign,benign
0,8,502,0.98913,0.01087,benign,benign
0,8,600,0.98913,0.01087,benign,benign
0,8,531,0.98913,0.01087,benign,benign
0,8,580,0.98913,0.01087,benign,benign
0,8,127,0.98913,0.01087,benign,benign
0,8,395,0.98913,0.01087,benign,benign
0,8,34,0.98913,0.01087,benign,benign
0,8,448,0.98913,0.01087,benign,benign
0,8,596,0.98913,0.01087,benign,benign
0,8,472,0.923077,0.076923,benign,benign
0,8,135,0.98913,0.01087,benign,benign
0,8,631,0.98913,0.01087,benign,benign
0,8,252,0.152015,0.847985,malignant,benign
0,8,78,0.98913,0.01087,benign,benign
0,8,682,0.98913,0.01087,benign,benign
0,8,342,0.98913,0.01087,benign,benign
0,8,640,0.98913,0.01087,benign,benign
0,8,162,0.98913,0.01087,benign,benign
0,8,644,0.98913,0.01087,benign,benign
0,8,319,0.152015,0.847985,malignant,benign
0,8,673,0.945154,0.054846,benign,benign
0,8,83,0.98913,0.01087,benign,benign
0,8,609,0.98913,0.01087,benign,benign
0,8,24,0.98913,0.01087,benign,benign
0,8,653,0.98913,0.01087,benign,benign
0,8,497,0.98913,0.01087,benign,benign
0,8,607,0.98913,0.01087,benign,benign
0,8,114,0.152015,0.847985,malignant,benign
0,8,369,0.98913,0.01087,benign,benign
0,8,661,0.98913,0.01087,benign,benign
0,8,216,0.98913,0.01087,benign,benign
0,8,683,0.98913,0.01087,benign,benign
0,8,490,0.98913,0.01087,benign,benign
0,8,145,0.98913,0.01087,benign,benign
0,8,133,0.98913,0.01087,benign,benign
0,8,584,0.98913,0.01087,benign,benign
0,8,602,0.98913,0.01087,benign,benign
0,8,677,0.98913,0.01087,benign,benign
0,8,506,0.030675,0.969325,malignant,malignant
0,8,179,0.152015,0.847985,malignant,malignant
0,8,117,0.030675,0.969325,malignant,malignant
0,8,283,0.152015,0.847985,malignant,malignant
0,8,104,0.030675,0.969325,malignant,malignant
0,8,263,0.152015,0.847985,malignant,malignant
0,8,482,0.030675,0.969325,malignant,malignant
0,8,416,0.030675,0.969325,malignant,malignant
0,8,522,0.152015,0.847985,malignant,malignant
0,8,603,0.333333,0.666667,malignant,malignant
0,8,427,0.030675,0.969325,malignant,malignant
0,8,101,0.152015,0.847985,malignant,malignant
0,8,230,0.152015,0.847985,malignant,malignant
0,8,425,0.030675,0.969325,malignant,malignant
0,8,39,0.030675,0.969325,malignant,malignant
0,8,691,0.030675,0.969325,malignant,malignant
0,8,316,0.030675,0.969325,malignant,malignant
0,8,330,0.152015,0.847985,malignant,malignant
0,8,360,0.030675,0.969325,malignant,malignant
0,8,107,0.030675,0.969325,malignant,malignant
0,8,412,0.030675,0.969325,malignant,malignant
0,8,65,0.945154,0.054846,benign,malignant
0,8,214,0.030675,0.969325,malignant,malignant
0,8,146,0.152015,0.847985,malignant,malignant
0,8,320,0.030675,0.969325,malignant,malignant
0,9,37,0.994543,0.005457,benign,benign
0,9,397,0.994543,0.005457,benign,benign
0,9,619,0.994543,0.005457,benign,benign
0,9,408,0.954545,0.045455,benign,benign
0,9,347,0.994543,0.005457,benign,benign
0,9,1,0.029942,0.970058,malignant,benign
0,9,212,0.994543,0.005457,benign,benign
0,9,406,0.994543,0.005457,benign,benign
0,9,3,0.025316,0.974684,malignant,benign
0,9,45,0.994543,0.005457,benign,benign
0,9,460,0.994543,0.005457,benign,benign
0,9,189,0.994543,0.005457,benign,benign
0,9,446,0.994543,0.005457,benign,benign
0,9,692,0.994543,0.005457,benign,benign
0,9,679,0.994543,0.005457,benign,benign
0,9,541,0.994543,0.005457,benign,benign
0,9,597,0.994543,0.005457,benign,benign
0,9,543,0.994543,0.005457,benign,benign
0,9,129,0.994543,0.005457,benign,benign
0,9,297,0.176921,0.823079,malignant,benign
0,9,458,0.994543,0.005457,benign,benign
0,9,28,0.994543,0.005457,benign,benign
0,9,637,0.994543,0.005457,benign,benign
0,9,558,0.994543,0.005457,benign,benign
0,9,617,0.994845,0.005155,benign,benign
0,9,492,0.994543,0.005457,benign,benign
0,9,504,0.994543,0.005457,benign,benign
0,9,309,1,0,benign,benign
0,9,551,0.994543,0.005457,benign,benign
0,9,306,0.994543,0.005457,benign,benign
0,9,280,0.994543,0.005457,benign,benign
0,9,364,0.994543,0.005457,benign,benign
0,9,374,0.994543,0.005457,benign,benign
0,9,630,0.994543,0.005457,benign,benign
0,9,110,0.273927,0.726073,malignant,benign
0,9,510,0.994543,0.005457,benign,benign
0,9,509,0.994543,0.005457,benign,benign
0,9,193,0.994543,0.005457,benign,benign
0,9,444,0.994543,0.005457,benign,benign
0,9,134,0.994543,0.005457,benign,benign
0,9,413,0.994543,0.005457,benign,benign
0,9,33,0.994543,0.005457,benign,benign
0,9,294,0.994845,0.005155,benign,benign
0,9,102,0.994543,0.005457,benign,benign
0,9,314,0.994543,0.005457,benign,benign
0,9,200,0.025316,0.974684,malignant,malignant
0,9,570,0.025316,0.974684,malignant,malignant
0,9,514,0.025316,0.974684,malignant,malignant
0,9,142,0.025316,0.974684,malignant,malignant
0,9,586,0.025316,0.974684,malignant,malignant
0,9,588,0.025316,0.974684,malignant,malignant
0,9,515,0.025316,0.974684,malignant,malignant
0,9,592,0.029942,0.970058,malignant,malignant
0,9,226,0.025316,0.974684,malignant,malignant
0,9,604,0.029942,0.970058,malignant,malignant
0,9,105,0.954545,0.045455,benign,malignant
0,9,264,0.025316,0.974684,malignant,malignant
0,9,231,0.025316,0.974684,malignant,malignant
0,9,43,0.025316,0.974684,malignant,malignant
0,9,449,0.025316,0.974684,malignant,malignant
0,9,491,0.025316,0.974684,malignant,malignant
0,9,74,0.025316,0.974684,malignant,malignant
0,9,367,0.025316,0.974684,malignant,malignant
0,9,467,0.025316,0.974684,malignant,malignant
0,9,62,0.025316,0.974684,malignant,malignant
0,9,58,0.026958,0.973042,malignant,malignant
0,9,333,0.029942,0.970058,malignant,malignant
0,9,126,0.025316,0.974684,malignant,malignant
0,9,549,0.025316,0.974684,malignant,malignant