@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
0,0,0,665,0.96297,0.03703,benign,benign
0,0,0,38,0.37452,0.62548,malignant,malignant
0,0,0,561,0.96297,0.03703,benign,benign
0,0,0,100,0.28002,0.71998,malignant,malignant
0,0,0,269,0.96297,0.03703,benign,benign
0,0,0,654,0.96297,0.03703,benign,benign
0,0,0,466,0.118756,0.881244,malignant,malignant
0,0,0,641,0.96297,0.03703,benign,benign
0,0,0,535,0.876514,0.123486,benign,benign
0,0,0,608,0.100304,0.899696,malignant,malignant
0,0,0,552,0.881406,0.118594,benign,benign
0,0,0,577,0.96297,0.03703,benign,benign
0,0,0,348,0.509643,0.490357,benign,malignant
0,0,0,81,0.936285,0.063715,benign,benign
0,0,0,37,0.748772,0.251228,benign,benign
0,0,0,166,0.434779,0.565221,malignant,malignant
0,0,0,447,0.96297,0.03703,benign,benign
0,0,0,521,0.940462,0.059538,benign,benign
0,0,0,173,0.069828,0.930172,malignant,malignant
0,0,0,168,0.96297,0.03703,benign,benign
0,0,0,657,0.685487,0.314513,benign,benign
0,0,0,109,0.260626,0.739374,malignant,malignant
0,0,0,585,0.96297,0.03703,benign,benign
0,0,0,575,0.96297,0.03703,benign,benign
0,0,0,205,0.109468,0.890532,malignant,malignant
0,0,0,141,0.96297,0.03703,benign,benign
0,0,0,203,0.96297,0.03703,benign,benign
0,0,0,32,0.199969,0.800031,malignant,malignant
0,0,0,518,0.936285,0.063715,benign,benign
0,0,0,397,0.96297,0.03703,benign,benign
0,0,0,493,0.251644,0.748356,malignant,malignant
0,0,0,593,0.96297,0.03703,benign,benign
0,0,0,334,0.240541,0.759459,malignant,malignant
0,0,0,419,0.866318,0.133682,benign,benign
0,0,0,559,0.96297,0.03703,benign,benign
0,0,0,299,0.217112,0.782888,malignant,malignant
0,0,0,645,0.96297,0.03703,benign,benign
0,0,0,635,0.96431,0.03569,benign,benign
0,0,0,188,0.106597,0.893403,malignant,malignant
0,0,0,512,0.96297,0.03703,benign,benign
0,0,0,143,0.955973,0.044027,benign,benign
0,0,0,112,0.301584,0.698416,malignant,malignant
0,0,0,407,0.96297,0.03703,benign,benign
0,0,0,685,0.96297,0.03703,benign,benign
0,0,0,302,0.101584,0.898416,malignant,malignant
0,0,0,619,0.96297,0.03703,benign,benign
0,0,0,8,0.652675,0.347325,benign,benign
0,0,0,360,0.069828,0.930172,malignant,malignant
0,0,0,485,0.936285,0.063715,benign,benign
0,0,0,195,0.96297,0.03703,benign,benign
0,0,0,62,0.147191,0.852809,malignant,malignant
0,0,0,248,0.813576,0.186424,benign,benign
0,0,0,298,0.689147,0.310853,benign,benign
0,0,0,58,0.620561,0.379439,benign,malignant
0,0,0,442,0.936285,0.063715,benign,benign
0,0,0,429,0.96297,0.03703,benign,benign
0,0,0,514,0.114926,0.885074,malignant,malignant
0,0,0,365,0.96297,0.03703,benign,benign
0,0,0,30,0.96297,0.03703,benign,benign
0,0,0,263,0.118251,0.881749,malignant,malignant
0,0,0,408,0.895062,0.104938,benign,benign
0,0,0,416,0.126104,0.873896,malignant,malignant
0,0,0,148,0.434206,0.565794,malignant,benign
0,0,0,647,0.936285,0.063715,benign,benign
0,0,0,68,0.314511,0.685489,malignant,malignant
0,0,0,79,0.940462,0.059538,benign,benign
0,0,0,296,0.582164,0.417836,benign,benign
0,0,0,391,0.107645,0.892355,malignant,malignant
0,0,0,341,0.96297,0.03703,benign,benign
0,0,0,165,0.932667,0.067333,benign,benign
0,0,1,665,0.916749,0.083251,benign,benign
0,0,1,38,0.347796,0.652204,malignant,malignant
0,0,1,561,0.916749,0.083251,benign,benign
0,0,1,100,0.168059,0.831941,malignant,malignant
0,0,1,269,0.916749,0.083251,benign,benign
0,0,1,654,0.916749,0.083251,benign,benign
0,0,1,466,0.126444,0.873556,malignant,malignant
0,0,1,641,0.916749,0.083251,benign,benign
0,0,1,535,0.87372,0.12628,benign,benign
0,0,1,608,0.20659,0.79341,malignant,malignant
0,0,1,552,0.788146,0.211854,benign,benign
0,0,1,577,0.916749,0.083251,benign,benign
0,0,1,348,0.507326,0.492674,benign,malignant
0,0,1,81,0.916749,0.083251,benign,benign
0,0,1,37,0.787935,0.212065,benign,benign
0,0,1,166,0.289725,0.710275,malignant,malignant
0,0,1,447,0.916749,0.083251,benign,benign
0,0,1,521,0.887242,0.112758,benign,benign
0,0,1,173,0.121239,0.878761,malignant,malignant
0,0,1,168,0.916749,0.083251,benign,benign
0,0,1,657,0.499203,0.500797,malignant,benign
0,0,1,109,0.262435,0.737565,malignant,malignant
0,0,1,585,0.916749,0.083251,benign,benign
0,0,1,575,0.918109,0.081891,benign,benign
0,0,1,205,0.121239,0.878761,malignant,malignant
0,0,1,141,0.916749,0.083251,benign,benign
0,0,1,203,0.916749,0.083251,benign,benign
0,0,1,32,0.150591,0.849409,malignant,malignant
0,0,1,518,0.918109,0.081891,benign,benign
0,0,1,397,0.916749,0.083251,benign,benign
0,0,1,493,0.176675,0.823325,malignant,malignant
0,0,1,593,0.918109,0.081891,benign,benign
0,0,1,334,0.258679,0.741321,malignant,malignant
0,0,1,419,0.797675,0.202325,benign,benign
0,0,1,559,0.916749,0.083251,benign,benign
0,0,1,299,0.308772,0.691228,malignant,malignant
0,0,1,645,0.916749,0.083251,benign,benign
0,0,1,635,0.832686,0.167314,benign,benign
0,0,1,188,0.171095,0.828905,malignant,malignant
0,0,1,512,0.916749,0.083251,benign,benign
0,0,1,143,0.840851,0.159149,benign,benign
0,0,1,112,0.2207,0.7793,malignant,malignant
0,0,1,407,0.916749,0.083251,benign,benign
0,0,1,685,0.916749,0.083251,benign,benign
0,0,1,302,0.157655,0.842345,malignant,malignant
0,0,1,619,0.916749,0.083251,benign,benign
0,0,1,8,0.824815,0.175185,benign,benign
0,0,1,360,0.121239,0.878761,malignant,malignant
0,0,1,485,0.855809,0.144191,benign,benign
0,0,1,195,0.916749,0.083251,benign,benign
0,0,1,62,0.259519,0.740481,malignant,malignant
0,0,1,248,0.822701,0.177299,benign,benign
0,0,1,298,0.789228,0.210772,benign,benign
0,0,1,58,0.543703,0.456297,benign,malignant
0,0,1,442,0.855809,0.144191,benign,benign
0,0,1,429,0.916749,0.083251,benign,benign
0,0,1,514,0.121239,0.878761,malignant,malignant
0,0,1,365,0.916749,0.083251,benign,benign
0,0,1,30,0.916749,0.083251,benign,benign
0,0,1,263,0.122252,0.877748,malignant,malignant
0,0,1,408,0.778469,0.221531,benign,benign
0,0,1,416,0.198171,0.801829,malignant,malignant
0,0,1,148,0.669939,0.330061,benign,benign
0,0,1,647,0.916749,0.083251,benign,benign
0,0,1,68,0.256048,0.743952,malignant,malignant
0,0,1,79,0.925704,0.074296,benign,benign
0,0,1,296,0.429242,0.570758,malignant,benign
0,0,1,391,0.090988,0.909012,malignant,malignant
0,0,1,341,0.916749,0.083251,benign,benign
0,0,1,165,0.880333,0.119667,benign,benign
0,0,2,665,0.970574,0.029426,benign,benign
0,0,2,38,0.195503,0.804497,malignant,malignant
0,0,2,561,0.970574,0.029426,benign,benign
0,0,2,100,0.161342,0.838658,malignant,malignant
0,0,2,269,0.970574,0.029426,benign,benign
0,0,2,654,0.970574,0.029426,benign,benign
0,0,2,466,0.210295,0.789705,malignant,malignant
0,0,2,641,0.970574,0.029426,benign,benign
0,0,2,535,0.923604,0.076396,benign,benign
0,0,2,608,0.254422,0.745578,malignant,malignant
0,0,2,552,0.870097,0.129903,benign,benign
0,0,2,577,0.970574,0.029426,benign,benign
0,0,2,348,0.557267,0.442733,benign,malignant
0,0,2,81,0.970574,0.029426,benign,benign
0,0,2,37,0.810504,0.189496,benign,benign
0,0,2,166,0.262805,0.737195,malignant,malignant
0,0,2,447,0.970574,0.029426,benign,benign
0,0,2,521,0.953479,0.046521,benign,benign
0,0,2,173,0.142087,0.857913,malignant,malignant
0,0,2,168,0.970574,0.029426,benign,benign
0,0,2,657,0.699651,0.300349,benign,benign
0,0,2,109,0.360388,0.639612,malignant,malignant
0,0,2,585,0.970574,0.029426,benign,benign
0,0,2,575,0.970574,0.029426,benign,benign
0,0,2,205,0.175018,0.824982,malignant,malignant
0,0,2,141,0.970574,0.029426,benign,benign
0,0,2,203,0.970574,0.029426,benign,benign
0,0,2,32,0.271987,0.728013,malignant,malignant
0,0,2,518,0.970574,0.029426,benign,benign
0,0,2,397,0.970574,0.029426,benign,benign
0,0,2,493,0.142087,0.857913,malignant,malignant
0,0,2,593,0.970574,0.029426,benign,benign
0,0,2,334,0.199723,0.800277,malignant,malignant
0,0,2,419,0.785404,0.214596,benign,benign
0,0,2,559,0.970574,0.029426,benign,benign
0,0,2,299,0.339891,0.660109,malignant,malignant
0,0,2,645,0.970574,0.029426,benign,benign
0,0,2,635,0.853852,0.146148,benign,benign
0,0,2,188,0.163353,0.836647,malignant,malignant
0,0,2,512,0.970574,0.029426,benign,benign
0,0,2,143,0.873398,0.126602,benign,benign
0,0,2,112,0.208295,0.791705,malignant,malignant
0,0,2,407,0.970574,0.029426,benign,benign
0,0,2,685,0.970574,0.029426,benign,benign
0,0,2,302,0.128272,0.871728,malignant,malignant
0,0,2,619,0.970574,0.029426,benign,benign
0,0,2,8,0.963907,0.036093,benign,benign
0,0,2,360,0.142087,0.857913,malignant,malignant
0,0,2,485,0.947272,0.052728,benign,benign
0,0,2,195,0.970574,0.029426,benign,benign
0,0,2,62,0.327854,0.672146,malignant,malignant
0,0,2,248,0.822471,0.177529,benign,benign
0,0,2,298,0.728003,0.271997,benign,benign
0,0,2,58,0.547472,0.452528,benign,malignant
0,0,2,442,0.947272,0.052728,benign,benign
0,0,2,429,0.970574,0.029426,benign,benign
0,0,2,514,0.157443,0.842557,malignant,malignant
0,0,2,365,0.970574,0.029426,benign,benign
0,0,2,30,0.970574,0.029426,benign,benign
0,0,2,263,0.148756,0.851244,malignant,malignant
0,0,2,408,0.779197,0.220803,benign,benign
0,0,2,416,0.13586,0.86414,malignant,malignant
0,0,2,148,0.700908,0.299092,benign,benign
0,0,2,647,0.970574,0.029426,benign,benign
0,0,2,68,0.209661,0.790339,malignant,malignant
0,0,2,79,0.953479,0.046521,benign,benign
0,0,2,296,0.428984,0.571016,malignant,benign
0,0,2,391,0.143628,0.856372,malignant,malignant
0,0,2,341,0.970574,0.029426,benign,benign
0,0,2,165,0.897889,0.102111,benign,benign
0,0,3,665,0.986829,0.013171,benign,benign
0,0,3,38,0.341313,0.658687,malignant,malignant
0,0,3,561,0.986829,0.013171,benign,benign
0,0,3,100,0.172637,0.827363,malignant,malignant
0,0,3,269,0.986829,0.013171,benign,benign
0,0,3,654,0.986829,0.013171,benign,benign
0,0,3,466,0.108343,0.891657,malignant,malignant
0,0,3,641,0.986829,0.013171,benign,benign
0,0,3,535,0.962668,0.037332,benign,benign
0,0,3,608,0.182677,0.817323,malignant,malignant
0,0,3,552,0.874666,0.125334,benign,benign
0,0,3,577,0.986829,0.013171,benign,benign
0,0,3,348,0.449801,0.550199,malignant,malignant
0,0,3,81,0.986829,0.013171,benign,benign
0,0,3,37,0.872769,0.127231,benign,benign
0,0,3,166,0.167713,0.832287,malignant,malignant
0,0,3,447,0.986829,0.013171,benign,benign
0,0,3,521,0.860904,0.139096,benign,benign
0,0,3,173,0.097555,0.902445,malignant,malignant
0,0,3,168,0.986829,0.013171,benign,benign
0,0,3,657,0.471547,0.528453,malignant,benign
0,0,3,109,0.173963,0.826037,malignant,malignant
0,0,3,585,0.986829,0.013171,benign,benign
0,0,3,575,0.986829,0.013171,benign,benign
0,0,3,205,0.102494,0.897506,malignant,malignant
0,0,3,141,0.986829,0.013171,benign,benign
0,0,3,203,0.986829,0.013171,benign,benign
0,0,3,32,0.106255,0.893745,malignant,malignant
0,0,3,518,0.986829,0.013171,benign,benign
0,0,3,397,0.986829,0.013171,benign,benign
0,0,3,493,0.285319,0.714681,malignant,malignant
0,0,3,593,0.986829,0.013171,benign,benign
0,0,3,334,0.184529,0.815471,malignant,malignant
0,0,3,419,0.693495,0.306505,benign,benign
0,0,3,559,0.986829,0.013171,benign,benign
0,0,3,299,0.339008,0.660992,malignant,malignant
0,0,3,645,0.986829,0.013171,benign,benign
0,0,3,635,0.962668,0.037332,benign,benign
0,0,3,188,0.141505,0.858495,malignant,malignant
0,0,3,512,0.986829,0.013171,benign,benign
0,0,3,143,0.939939,0.060061,benign,benign
0,0,3,112,0.170502,0.829498,malignant,malignant
0,0,3,407,0.986829,0.013171,benign,benign
0,0,3,685,0.986829,0.013171,benign,benign
0,0,3,302,0.077992,0.922008,malignant,malignant
0,0,3,619,0.986829,0.013171,benign,benign
0,0,3,8,0.993833,0.006167,benign,benign
0,0,3,360,0.097555,0.902445,malignant,malignant
0,0,3,485,0.886009,0.113991,benign,benign
0,0,3,195,0.986829,0.013171,benign,benign
0,0,3,62,0.181877,0.818123,malignant,malignant
0,0,3,248,0.873966,0.126034,benign,benign
0,0,3,298,0.627311,0.372689,benign,benign
0,0,3,58,0.554956,0.445044,benign,malignant
0,0,3,442,0.897773,0.102227,benign,benign
0,0,3,429,0.986829,0.013171,benign,benign
0,0,3,514,0.097555,0.902445,malignant,malignant
0,0,3,365,0.986829,0.013171,benign,benign
0,0,3,30,0.975065,0.024935,benign,benign
0,0,3,263,0.190498,0.809502,malignant,malignant
0,0,3,408,0.697702,0.302298,benign,benign
0,0,3,416,0.278453,0.721547,malignant,malignant
0,0,3,148,0.577226,0.422774,benign,benign
0,0,3,647,0.986829,0.013171,benign,benign
0,0,3,68,0.166633,0.833367,malignant,malignant
0,0,3,79,0.860904,0.139096,benign,benign
0,0,3,296,0.411568,0.588432,malignant,benign
0,0,3,391,0.087992,0.912008,malignant,malignant
0,0,3,341,0.986829,0.013171,benign,benign
0,0,3,165,0.956901,0.043099,benign,benign
0,0,4,665,0.964141,0.035859,benign,benign
0,0,4,38,0.222584,0.777416,malignant,malignant
0,0,4,561,0.964141,0.035859,benign,benign
0,0,4,100,0.359637,0.640363,malignant,malignant
0,0,4,269,0.964141,0.035859,benign,benign
0,0,4,654,0.964141,0.035859,benign,benign
0,0,4,466,0.153269,0.846731,malignant,malignant
0,0,4,641,0.964141,0.035859,benign,benign
0,0,4,535,0.931182,0.068818,benign,benign
0,0,4,608,0.121909,0.878091,malignant,malignant
0,0,4,552,0.817074,0.182926,benign,benign
0,0,4,577,0.964141,0.035859,benign,benign
0,0,4,348,0.583039,0.416961,benign,malignant
0,0,4,81,0.964141,0.035859,benign,benign
0,0,4,37,0.762108,0.237892,benign,benign
0,0,4,166,0.202861,0.797139,malignant,malignant
0,0,4,447,0.964141,0.035859,benign,benign
0,0,4,521,0.829328,0.170672,benign,benign
0,0,4,173,0.121645,0.878355,malignant,malignant
0,0,4,168,0.964141,0.035859,benign,benign
0,0,4,657,0.55464,0.44536,benign,benign
0,0,4,109,0.159044,0.840956,malignant,malignant
0,0,4,585,0.964141,0.035859,benign,benign
0,0,4,575,0.964141,0.035859,benign,benign
0,0,4,205,0.121645,0.878355,malignant,malignant
0,0,4,141,0.964141,0.035859,benign,benign
0,0,4,203,0.964141,0.035859,benign,benign
0,0,4,32,0.112499,0.887501,malignant,malignant
0,0,4,518,0.964141,0.035859,benign,benign
0,0,4,397,0.964141,0.035859,benign,benign
0,0,4,493,0.177368,0.822632,malignant,malignant
0,0,4,593,0.964141,0.035859,benign,benign
0,0,4,334,0.204153,0.795847,malignant,malignant
0,0,4,419,0.774189,0.225811,benign,benign
0,0,4,559,0.964141,0.035859,benign,benign
0,0,4,299,0.261286,0.738714,malignant,malignant
0,0,4,645,0.964141,0.035859,benign,benign
0,0,4,635,0.90441,0.09559,benign,benign
0,0,4,188,0.12506,0.87494,malignant,malignant
0,0,4,512,0.964141,0.035859,benign,benign
0,0,4,143,0.893049,0.106951,benign,benign
0,0,4,112,0.15485,0.84515,malignant,malignant
0,0,4,407,0.964141,0.035859,benign,benign
0,0,4,685,0.964141,0.035859,benign,benign
0,0,4,302,0.094452,0.905548,malignant,malignant
0,0,4,619,0.964141,0.035859,benign,benign
0,0,4,8,0.933409,0.066591,benign,benign
0,0,4,360,0.121645,0.878355,malignant,malignant
0,0,4,485,0.874329,0.125671,benign,benign
0,0,4,195,0.964141,0.035859,benign,benign
0,0,4,62,0.376226,0.623774,malignant,malignant
0,0,4,248,0.823635,0.176365,benign,benign
0,0,4,298,0.775524,0.224476,benign,benign
0,0,4,58,0.330924,0.669076,malignant,malignant
0,0,4,442,0.874329,0.125671,benign,benign
0,0,4,429,0.964141,0.035859,benign,benign
0,0,4,514,0.130376,0.869624,malignant,malignant
0,0,4,365,0.964141,0.035859,benign,benign
0,0,4,30,0.964141,0.035859,benign,benign
0,0,4,263,0.160175,0.839825,malignant,malignant
0,0,4,408,0.913202,0.086798,benign,benign
0,0,4,416,0.146609,0.853391,malignant,malignant
0,0,4,148,0.568225,0.431775,benign,benign
0,0,4,647,0.94542,0.05458,benign,benign
0,0,4,68,0.129863,0.870137,malignant,malignant
0,0,4,79,0.829328,0.170672,benign,benign
0,0,4,296,0.474351,0.525649,malignant,benign
0,0,4,391,0.098055,0.901945,malignant,malignant
0,0,4,341,0.964141,0.035859,benign,benign
0,0,4,165,0.920892,0.079108,benign,benign
0,0,5,665,0.989897,0.010103,benign,benign
0,0,5,38,0.120755,0.879245,malignant,malignant
0,0,5,561,0.989897,0.010103,benign,benign
0,0,5,100,0.160253,0.839747,malignant,malignant
0,0,5,269,0.989897,0.010103,benign,benign
0,0,5,654,0.989897,0.010103,benign,benign
0,0,5,466,0.065193,0.934807,malignant,malignant
0,0,5,641,0.989897,0.010103,benign,benign
0,0,5,535,0.803132,0.196868,benign,benign
0,0,5,608,0.043906,0.956094,malignant,malignant
0,0,5,552,0.759862,0.240138,benign,benign
0,0,5,577,0.989897,0.010103,benign,benign
0,0,5,348,0.337903,0.662097,malignant,malignant
0,0,5,81,0.989897,0.010103,benign,benign
0,0,5,37,0.717617,0.282383,benign,benign
0,0,5,166,0.103331,0.896669,malignant,malignant
0,0,5,447,0.989897,0.010103,benign,benign
0,0,5,521,0.93011,0.06989,benign,benign
0,0,5,173,0.043906,0.956094,malignant,malignant
0,0,5,168,0.989897,0.010103,benign,benign
0,0,5,657,0.601197,0.398803,benign,benign
0,0,5,109,0.33261,0.66739,malignant,malignant
0,0,5,585,0.989897,0.010103,benign,benign
0,0,5,575,0.989109,0.010891,benign,benign
0,0,5,205,0.057345,0.942655,malignant,malignant
0,0,5,141,0.989897,0.010103,benign,benign
0,0,5,203,0.989897,0.010103,benign,benign
0,0,5,32,0.234664,0.765336,malignant,malignant
0,0,5,518,0.954272,0.045728,benign,benign
0,0,5,397,0.989897,0.010103,benign,benign
0,0,5,493,0.094121,0.905879,malignant,malignant
0,0,5,593,0.989109,0.010891,benign,benign
0,0,5,334,0.059813,0.940187,malignant,malignant
0,0,5,419,0.788389,0.211611,benign,benign
0,0,5,559,0.989897,0.010103,benign,benign
0,0,5,299,0.217622,0.782378,malignant,malignant
0,0,5,645,0.989897,0.010103,benign,benign
0,0,5,635,0.873471,0.126529,benign,benign
0,0,5,188,0.171912,0.828088,malignant,malignant
0,0,5,512,0.989897,0.010103,benign,benign
0,0,5,143,0.98419,0.01581,benign,benign
0,0,5,112,0.076206,0.923794,malignant,malignant
0,0,5,407,0.989897,0.010103,benign,benign
0,0,5,685,0.989897,0.010103,benign,benign
0,0,5,302,0.055651,0.944349,malignant,malignant
0,0,5,619,0.989897,0.010103,benign,benign
0,0,5,8,0.957845,0.042155,benign,benign
0,0,5,360,0.043906,0.956094,malignant,malignant
0,0,5,485,0.98419,0.01581,benign,benign
0,0,5,195,0.989897,0.010103,benign,benign
0,0,5,62,0.156173,0.843827,malignant,malignant
0,0,5,248,0.831535,0.168465,benign,benign
0,0,5,298,0.728466,0.271534,benign,benign
0,0,5,58,0.28276,0.71724,malignant,malignant
0,0,5,442,0.98419,0.01581,benign,benign
0,0,5,429,0.989897,0.010103,benign,benign
0,0,5,514,0.05039,0.94961,malignant,malignant
0,0,5,365,0.989897,0.010103,benign,benign
0,0,5,30,0.989897,0.010103,benign,benign
0,0,5,263,0.047109,0.952891,malignant,malignant
0,0,5,408,0.757983,0.242017,benign,benign
0,0,5,416,0.065193,0.934807,malignant,malignant
0,0,5,148,0.681933,0.318067,benign,benign
0,0,5,647,0.989897,0.010103,benign,benign
0,0,5,68,0.168298,0.831702,malignant,malignant
0,0,5,79,0.93011,0.06989,benign,benign
0,0,5,296,0.529305,0.470695,benign,benign
0,0,5,391,0.065364,0.934636,malignant,malignant
0,0,5,341,0.989897,0.010103,benign,benign
0,0,5,165,0.990317,0.009683,benign,benign
0,0,6,665,0.985888,0.014112,benign,benign
0,0,6,38,0.236492,0.763508,malignant,malignant
0,0,6,561,0.985888,0.014112,benign,benign
0,0,6,100,0.237627,0.762373,malignant,malignant
0,0,6,269,0.985888,0.014112,benign,benign
0,0,6,654,0.985888,0.014112,benign,benign
0,0,6,466,0.035829,0.964171,malignant,malignant
0,0,6,641,0.985888,0.014112,benign,benign
0,0,6,535,0.985888,0.014112,benign,benign
0,0,6,608,0.023059,0.976941,malignant,malignant
0,0,6,552,0.774054,0.225946,benign,benign
0,0,6,577,0.985888,0.014112,benign,benign
0,0,6,348,0.541291,0.458709,benign,malignant
0,0,6,81,0.985888,0.014112,benign,benign
0,0,6,37,0.724462,0.275538,benign,benign
0,0,6,166,0.039381,0.960619,malignant,malignant
0,0,6,447,0.985888,0.014112,benign,benign
0,0,6,521,0.909792,0.090208,benign,benign
0,0,6,173,0.019069,0.980931,malignant,malignant
0,0,6,168,0.985888,0.014112,benign,benign
0,0,6,657,0.66035,0.33965,benign,benign
0,0,6,109,0.298634,0.701366,malignant,malignant
0,0,6,585,0.985888,0.014112,benign,benign
0,0,6,575,0.985888,0.014112,benign,benign
0,0,6,205,0.02372,0.97628,malignant,malignant
0,0,6,141,0.985888,0.014112,benign,benign
0,0,6,203,0.985888,0.014112,benign,benign
0,0,6,32,0.183851,0.816149,malignant,malignant
0,0,6,518,0.985888,0.014112,benign,benign
0,0,6,397,0.985888,0.014112,benign,benign
0,0,6,493,0.023059,0.976941,malignant,malignant
0,0,6,593,0.985888,0.014112,benign,benign
0,0,6,334,0.083028,0.916972,malignant,malignant
0,0,6,419,0.714372,0.285628,benign,benign
0,0,6,559,0.985888,0.014112,benign,benign
0,0,6,299,0.218517,0.781483,malignant,malignant
0,0,6,645,0.985888,0.014112,benign,benign
0,0,6,635,0.932845,0.067155,benign,benign
0,0,6,188,0.126724,0.873276,malignant,malignant
0,0,6,512,0.985888,0.014112,benign,benign
0,0,6,143,0.90666,0.09334,benign,benign
0,0,6,112,0.16963,0.83037,malignant,malignant
0,0,6,407,0.985888,0.014112,benign,benign
0,0,6,685,0.985888,0.014112,benign,benign
0,0,6,302,0.02372,0.97628,malignant,malignant
0,0,6,619,0.985888,0.014112,benign,benign
0,0,6,8,0.933984,0.066016,benign,benign
0,0,6,360,0.019069,0.980931,malignant,malignant
0,0,6,485,0.931911,0.068089,benign,benign
0,0,6,195,0.985888,0.014112,benign,benign
0,0,6,62,0.144674,0.855326,malignant,malignant
0,0,6,248,0.836453,0.163547,benign,benign
0,0,6,298,0.632459,0.367541,benign,benign
0,0,6,58,0.195135,0.804865,malignant,malignant
0,0,6,442,0.931911,0.068089,benign,benign
0,0,6,429,0.985888,0.014112,benign,benign
0,0,6,514,0.034729,0.965271,malignant,malignant
0,0,6,365,0.985888,0.014112,benign,benign
0,0,6,30,0.983195,0.016805,benign,benign
0,0,6,263,0.036844,0.963156,malignant,malignant
0,0,6,408,0.763363,0.236637,benign,benign
0,0,6,416,0.077916,0.922084,malignant,malignant
0,0,6,148,0.650603,0.349397,benign,benign
0,0,6,647,0.981343,0.018657,benign,benign
0,0,6,68,0.143394,0.856606,malignant,malignant
0,0,6,79,0.909792,0.090208,benign,benign
0,0,6,296,0.507377,0.492623,benign,benign
0,0,6,391,0.043371,0.956629,malignant,malignant
0,0,6,341,0.985888,0.014112,benign,benign
0,0,6,165,0.948203,0.051797,benign,benign
0,0,7,665,0.965256,0.034744,benign,benign
0,0,7,38,0.050188,0.949812,malignant,malignant
0,0,7,561,0.965256,0.034744,benign,benign
0,0,7,100,0.120555,0.879445,malignant,malignant
0,0,7,269,0.965256,0.034744,benign,benign
0,0,7,654,0.965256,0.034744,benign,benign
0,0,7,466,0.035101,0.964899,malignant,malignant
0,0,7,641,0.965256,0.034744,benign,benign
0,0,7,535,0.889459,0.110541,benign,benign
0,0,7,608,0.050188,0.949812,malignant,malignant
0,0,7,552,0.803627,0.196373,benign,benign
0,0,7,577,0.965256,0.034744,benign,benign
0,0,7,348,0.446774,0.553226,malignant,malignant
0,0,7,81,0.964172,0.035828,benign,benign
0,0,7,37,0.8453,0.1547,benign,benign
0,0,7,166,0.06352,0.93648,malignant,malignant
0,0,7,447,0.965256,0.034744,benign,benign
0,0,7,521,0.965256,0.034744,benign,benign
0,0,7,173,0.050188,0.949812,malignant,malignant
0,0,7,168,0.965256,0.034744,benign,benign
0,0,7,657,0.480078,0.519922,malignant,benign
0,0,7,109,0.221493,0.778507,malignant,malignant
0,0,7,585,0.965256,0.034744,benign,benign
0,0,7,575,0.962676,0.037324,benign,benign
0,0,7,205,0.050188,0.949812,malignant,malignant
0,0,7,141,0.965256,0.034744,benign,benign
0,0,7,203,0.965256,0.034744,benign,benign
0,0,7,32,0.190205,0.809795,malignant,malignant
0,0,7,518,0.961592,0.038408,benign,benign
0,0,7,397,0.965256,0.034744,benign,benign
0,0,7,493,0.050188,0.949812,malignant,malignant
0,0,7,593,0.962676,0.037324,benign,benign
0,0,7,334,0.06352,0.93648,malignant,malignant
0,0,7,419,0.783562,0.216438,benign,benign
0,0,7,559,0.965256,0.034744,benign,benign
0,0,7,299,0.348166,0.651834,malignant,malignant
0,0,7,645,0.965256,0.034744,benign,benign
0,0,7,635,0.890543,0.109457,benign,benign
0,0,7,188,0.108825,0.891175,malignant,malignant
0,0,7,512,0.965256,0.034744,benign,benign
0,0,7,143,0.962528,0.037472,benign,benign
0,0,7,112,0.029133,0.970867,malignant,malignant
0,0,7,407,0.965256,0.034744,benign,benign
0,0,7,685,0.965256,0.034744,benign,benign
0,0,7,302,0.035101,0.964899,malignant,malignant
0,0,7,619,0.965256,0.034744,benign,benign
0,0,7,8,0.960857,0.039143,benign,benign
0,0,7,360,0.050188,0.949812,malignant,malignant
0,0,7,485,0.734441,0.265559,benign,benign
0,0,7,195,0.965256,0.034744,benign,benign
0,0,7,62,0.069594,0.930406,malignant,malignant
0,0,7,248,0.965256,0.034744,benign,benign
0,0,7,298,0.79641,0.20359,benign,benign
0,0,7,58,0.254682,0.745318,malignant,malignant
0,0,7,442,0.823078,0.176922,benign,benign
0,0,7,429,0.965256,0.034744,benign,benign
0,0,7,514,0.050188,0.949812,malignant,malignant
0,0,7,365,0.965256,0.034744,benign,benign
0,0,7,30,0.965256,0.034744,benign,benign
0,0,7,263,0.035101,0.964899,malignant,malignant
0,0,7,408,0.857533,0.142467,benign,benign
0,0,7,416,0.050188,0.949812,malignant,malignant
0,0,7,148,0.840413,0.159587,benign,benign
0,0,7,647,0.962429,0.037571,benign,benign
0,0,7,68,0.173845,0.826155,malignant,malignant
0,0,7,79,0.965256,0.034744,benign,benign
0,0,7,296,0.471135,0.528865,malignant,benign
0,0,7,391,0.035101,0.964899,malignant,malignant
0,0,7,341,0.965256,0.034744,benign,benign
0,0,7,165,0.963468,0.036532,benign,benign
0,1,0,224,0.158924,0.841076,malignant,malignant
0,1,0,587,0.924477,0.075523,benign,benign
0,1,0,470,0.966506,0.033494,benign,benign
0,1,0,449,0.03168,0.96832,malignant,malignant
0,1,0,662,0.911169,0.088831,benign,benign
0,1,0,347,0.860573,0.139427,benign,benign
0,1,0,55,0.245824,0.754176,malignant,malignant
0,1,0,180,0.944361,0.055639,benign,benign
0,1,0,82,0.915907,0.084093,benign,benign
0,1,0,648,0.146879,0.853121,malignant,malignant
0,1,0,517,0.966506,0.033494,benign,benign
0,1,0,494,0.625098,0.374902,benign,benign
0,1,0,530,0.21306,0.78694,malignant,malignant
0,1,0,228,0.944361,0.055639,benign,benign
0,1,0,75,0.845584,0.154416,benign,benign
0,1,0,15,0.441774,0.558226,malignant,malignant
0,1,0,621,0.644788,0.355212,benign,benign
0,1,0,352,0.528749,0.471251,benign,benign
0,1,0,107,0.114651,0.885349,malignant,malignant
0,1,0,452,0.966506,0.033494,benign,benign
0,1,0,412,0.097224,0.902776,malignant,malignant
0,1,0,1,0.415694,0.584306,malignant,benign
0,1,0,415,0.563146,0.436854,benign,benign
0,1,0,128,0.256786,0.743214,malignant,malignant
0,1,0,527,0.944361,0.055639,benign,benign
0,1,0,615,0.876645,0.123355,benign,benign
0,1,0,98,0.391733,0.608267,malignant,malignant
0,1,0,164,0.84469,0.15531,benign,benign
0,1,0,437,0.966506,0.033494,benign,benign
0,1,0,549,0.136373,0.863627,malignant,malignant
0,1,0,379,0.763193,0.236807,benign,benign
0,1,0,529,0.966506,0.033494,benign,benign
0,1,0,286,0.052494,0.947506,malignant,malignant
0,1,0,620,0.966506,0.033494,benign,benign
0,1,0,276,0.966506,0.033494,benign,benign
0,1,0,326,0.366682,0.633318,malignant,malignant
0,1,0,212,0.944361,0.055639,benign,benign
0,1,0,500,0.944361,0.055639,benign,benign
0,1,0,54,0.316661,0.683339,malignant,malignant
0,1,0,324,0.944361,0.055639,benign,benign
0,1,0,338,0.966506,0.033494,benign,benign
0,1,0,239,0.089591,0.910409,malignant,malignant
0,1,0,638,0.966506,0.033494,benign,benign
0,1,0,17,0.944361,0.055639,benign,benign
0,1,0,283,0.089591,0.910409,malignant,malignant
0,1,0,534,0.966506,0.033494,benign,benign
0,1,0,209,0.944361,0.055639,benign,benign
0,1,0,436,0.368922,0.631078,malignant,malignant
0,1,0,496,0.966506,0.033494,benign,benign
0,1,0,515,0.201893,0.798107,malignant,malignant
0,1,0,502,0.966506,0.033494,benign,benign
0,1,0,406,0.906233,0.093767,benign,benign
0,1,0,260,0.084312,0.915688,malignant,malignant
0,1,0,131,0.944361,0.055639,benign,benign
0,1,0,157,0.944361,0.055639,benign,benign
0,1,0,73,0.077131,0.922869,malignant,malignant
0,1,0,511,0.966506,0.033494,benign,benign
0,1,0,121,0.890977,0.109023,benign,benign
0,1,0,697,0.468025,0.531975,malignant,malignant
0,1,0,598,0.966506,0.033494,benign,benign
0,1,0,158,0.779873,0.220127,benign,benign
0,1,0,670,0.116527,0.883473,malignant,malignant
0,1,0,345,0.966506,0.033494,benign,benign
0,1,0,332,0.864204,0.135796,benign,benign
0,1,0,489,0.681832,0.318168,benign,malignant
0,1,0,600,0.966506,0.033494,benign,benign
0,1,0,3,0.38061,0.61939,malignant,benign
0,1,0,230,0.295141,0.704859,malignant,malignant
0,1,0,156,0.906233,0.093767,benign,benign
0,1,0,389,0.899547,0.100453,benign,benign
0,1,1,224,0.18682,0.81318,malignant,malignant
0,1,1,587,0.979538,0.020462,benign,benign
0,1,1,470,0.977316,0.022684,benign,benign
0,1,1,449,0.173286,0.826714,malignant,malignant
0,1,1,662,0.969384,0.030616,benign,benign
0,1,1,347,0.861033,0.138967,benign,benign
0,1,1,55,0.274798,0.725202,malignant,malignant
0,1,1,180,0.977316,0.022684,benign,benign
0,1,1,82,0.93057,0.06943,benign,benign
0,1,1,648,0.23257,0.76743,malignant,malignant
0,1,1,517,0.977316,0.022684,benign,benign
0,1,1,494,0.706098,0.293902,benign,benign
0,1,1,530,0.248724,0.751276,malignant,malignant
0,1,1,228,0.977316,0.022684,benign,benign
0,1,1,75,0.897263,0.102737,benign,benign
0,1,1,15,0.513647,0.486353,benign,malignant
0,1,1,621,0.549554,0.450446,benign,benign
0,1,1,352,0.530383,0.469617,benign,benign
0,1,1,107,0.168524,0.831476,malignant,malignant
0,1,1,452,0.977316,0.022684,benign,benign
0,1,1,412,0.266769,0.733231,malignant,malignant
0,1,1,1,0.301996,0.698004,malignant,benign
0,1,1,415,0.498582,0.501418,malignant,benign
0,1,1,128,0.256754,0.743246,malignant,malignant
0,1,1,527,0.977316,0.022684,benign,benign
0,1,1,615,0.969384,0.030616,benign,benign
0,1,1,98,0.247079,0.752921,malignant,malignant
0,1,1,164,0.859024,0.140976,benign,benign
0,1,1,437,0.977316,0.022684,benign,benign
0,1,1,549,0.338515,0.661485,malignant,malignant
0,1,1,379,0.748482,0.251518,benign,benign
0,1,1,529,0.920173,0.079827,benign,benign
0,1,1,286,0.178549,0.821451,malignant,malignant
0,1,1,620,0.977316,0.022684,benign,benign
0,1,1,276,0.977316,0.022684,benign,benign
0,1,1,326,0.433478,0.566522,malignant,malignant
0,1,1,212,0.977316,0.022684,benign,benign
0,1,1,500,0.977316,0.022684,benign,benign
0,1,1,54,0.293436,0.706564,malignant,malignant
0,1,1,324,0.977316,0.022684,benign,benign
0,1,1,338,0.977316,0.022684,benign,benign
0,1,1,239,0.198114,0.801886,malignant,malignant
0,1,1,638,0.977316,0.022684,benign,benign
0,1,1,17,0.977316,0.022684,benign,benign
0,1,1,283,0.231414,0.768586,malignant,malignant
0,1,1,534,0.977316,0.022684,benign,benign
0,1,1,209,0.920173,0.079827,benign,benign
0,1,1,436,0.386939,0.613061,malignant,malignant
0,1,1,496,0.977316,0.022684,benign,benign
0,1,1,515,0.18281,0.81719,malignant,malignant
0,1,1,502,0.977316,0.022684,benign,benign
0,1,1,406,0.925973,0.074027,benign,benign
0,1,1,260,0.245191,0.754809,malignant,malignant
0,1,1,131,0.977316,0.022684,benign,benign
0,1,1,157,0.977316,0.022684,benign,benign
0,1,1,73,0.245216,0.754784,malignant,malignant
0,1,1,511,0.977316,0.022684,benign,benign
0,1,1,121,0.852893,0.147107,benign,benign
0,1,1,697,0.332934,0.667066,malignant,malignant
0,1,1,598,0.977316,0.022684,benign,benign
0,1,1,158,0.768754,0.231246,benign,benign
0,1,1,670,0.30651,0.69349,malignant,malignant
0,1,1,345,0.977316,0.022684,benign,benign
0,1,1,332,0.928195,0.071805,benign,benign
0,1,1,489,0.613229,0.386771,benign,malignant
0,1,1,600,0.977316,0.022684,benign,benign
0,1,1,3,0.396227,0.603773,malignant,benign
0,1,1,230,0.392208,0.607792,malignant,malignant
0,1,1,156,0.925973,0.074027,benign,benign
0,1,1,389,0.818561,0.181439,benign,benign
0,1,2,224,0.09944,0.90056,malignant,malignant
0,1,2,587,0.950304,0.049696,benign,benign
0,1,2,470,0.93627,0.06373,benign,benign
0,1,2,449,0.144077,0.855923,malignant,malignant
0,1,2,662,0.963637,0.036363,benign,benign
0,1,2,347,0.829076,0.170924,benign,benign
0,1,2,55,0.345026,0.654974,malignant,malignant
0,1,2,180,0.93627,0.06373,benign,benign
0,1,2,82,0.915232,0.084768,benign,benign
0,1,2,648,0.178732,0.821268,malignant,malignant
0,1,2,517,0.93627,0.06373,benign,benign
0,1,2,494,0.705752,0.294248,benign,benign
0,1,2,530,0.184595,0.815405,malignant,malignant
0,1,2,228,0.93627,0.06373,benign,benign
0,1,2,75,0.897307,0.102693,benign,benign
0,1,2,15,0.533288,0.466712,benign,malignant
0,1,2,621,0.522369,0.477631,benign,benign
0,1,2,352,0.53449,0.46551,benign,benign
0,1,2,107,0.109463,0.890537,malignant,malignant
0,1,2,452,0.963637,0.036363,benign,benign
0,1,2,412,0.21888,0.78112,malignant,malignant
0,1,2,1,0.275431,0.724569,malignant,benign
0,1,2,415,0.59864,0.40136,benign,benign
0,1,2,128,0.218879,0.781121,malignant,malignant
0,1,2,527,0.963637,0.036363,benign,benign
0,1,2,615,0.963637,0.036363,benign,benign
0,1,2,98,0.21484,0.78516,malignant,malignant
0,1,2,164,0.847836,0.152164,benign,benign
0,1,2,437,0.963637,0.036363,benign,benign
0,1,2,549,0.330502,0.669498,malignant,malignant
0,1,2,379,0.681954,0.318046,benign,benign
0,1,2,529,0.93627,0.06373,benign,benign
0,1,2,286,0.075709,0.924291,malignant,malignant
0,1,2,620,0.963637,0.036363,benign,benign
0,1,2,276,0.963637,0.036363,benign,benign
0,1,2,326,0.324343,0.675657,malignant,malignant
0,1,2,212,0.963637,0.036363,benign,benign
0,1,2,500,0.963637,0.036363,benign,benign
0,1,2,54,0.283562,0.716438,malignant,malignant
0,1,2,324,0.963637,0.036363,benign,benign
0,1,2,338,0.93627,0.06373,benign,benign
0,1,2,239,0.166106,0.833894,malignant,malignant
0,1,2,638,0.963637,0.036363,benign,benign
0,1,2,17,0.963637,0.036363,benign,benign
0,1,2,283,0.166106,0.833894,malignant,malignant
0,1,2,534,0.963637,0.036363,benign,benign
0,1,2,209,0.93627,0.06373,benign,benign
0,1,2,436,0.37215,0.62785,malignant,malignant
0,1,2,496,0.93627,0.06373,benign,benign
0,1,2,515,0.186934,0.813066,malignant,malignant
0,1,2,502,0.963637,0.036363,benign,benign
0,1,2,406,0.915232,0.084768,benign,benign
0,1,2,260,0.08632,0.91368,malignant,malignant
0,1,2,131,0.963637,0.036363,benign,benign
0,1,2,157,0.963637,0.036363,benign,benign
0,1,2,73,0.075709,0.924291,malignant,malignant
0,1,2,511,0.963637,0.036363,benign,benign
0,1,2,121,0.83415,0.16585,benign,benign
0,1,2,697,0.47543,0.52457,malignant,malignant
0,1,2,598,0.963637,0.036363,benign,benign
0,1,2,158,0.807614,0.192386,benign,benign
0,1,2,670,0.449981,0.550019,malignant,malignant
0,1,2,345,0.963637,0.036363,benign,benign
0,1,2,332,0.848565,0.151435,benign,benign
0,1,2,489,0.589036,0.410964,benign,malignant
0,1,2,600,0.963637,0.036363,benign,benign
0,1,2,3,0.536077,0.463923,benign,benign
0,1,2,230,0.428753,0.571247,malignant,malignant
0,1,2,156,0.915232,0.084768,benign,benign
0,1,2,389,0.781202,0.218798,benign,benign
0,1,3,224,0.082142,0.917858,malignant,malignant
0,1,3,587,0.956468,0.043532,benign,benign
0,1,3,470,0.985751,0.014249,benign,benign
0,1,3,449,0.097565,0.902435,malignant,malignant
0,1,3,662,0.985751,0.014249,benign,benign
0,1,3,347,0.895862,0.104138,benign,benign
0,1,3,55,0.209229,0.790771,malignant,malignant
0,1,3,180,0.985751,0.014249,benign,benign
0,1,3,82,0.991952,0.008048,benign,benign
0,1,3,648,0.193012,0.806988,malignant,malignant
0,1,3,517,0.985751,0.014249,benign,benign
0,1,3,494,0.655566,0.344434,benign,benign
0,1,3,530,0.140838,0.859162,malignant,malignant
0,1,3,228,0.985751,0.014249,benign,benign
0,1,3,75,0.752756,0.247244,benign,benign
0,1,3,15,0.425391,0.574609,malignant,malignant
0,1,3,621,0.620207,0.379793,benign,benign
0,1,3,352,0.435196,0.564804,malignant,benign
0,1,3,107,0.196416,0.803584,malignant,malignant
0,1,3,452,0.985751,0.014249,benign,benign
0,1,3,412,0.189087,0.810913,malignant,malignant
0,1,3,1,0.270065,0.729935,malignant,benign
0,1,3,415,0.53375,0.46625,benign,benign
0,1,3,128,0.282245,0.717755,malignant,malignant
0,1,3,527,0.985751,0.014249,benign,benign
0,1,3,615,0.983528,0.016472,benign,benign
0,1,3,98,0.330083,0.669917,malignant,malignant
0,1,3,164,0.888373,0.111627,benign,benign
0,1,3,437,0.985751,0.014249,benign,benign
0,1,3,549,0.347618,0.652382,malignant,malignant
0,1,3,379,0.769153,0.230847,benign,benign
0,1,3,529,0.985751,0.014249,benign,benign
0,1,3,286,0.079945,0.920055,malignant,malignant
0,1,3,620,0.985751,0.014249,benign,benign
0,1,3,276,0.985751,0.014249,benign,benign
0,1,3,326,0.332834,0.667166,malignant,malignant
0,1,3,212,0.985751,0.014249,benign,benign
0,1,3,500,0.98628,0.01372,benign,benign
0,1,3,54,0.255163,0.744837,malignant,malignant
0,1,3,324,0.985751,0.014249,benign,benign
0,1,3,338,0.985751,0.014249,benign,benign
0,1,3,239,0.1787,0.8213,malignant,malignant
0,1,3,638,0.985751,0.014249,benign,benign
0,1,3,17,0.985751,0.014249,benign,benign
0,1,3,283,0.064054,0.935946,malignant,malignant
0,1,3,534,0.985751,0.014249,benign,benign
0,1,3,209,0.985751,0.014249,benign,benign
0,1,3,436,0.435182,0.564818,malignant,malignant
0,1,3,496,0.985751,0.014249,benign,benign
0,1,3,515,0.080388,0.919612,malignant,malignant
0,1,3,502,0.985751,0.014249,benign,benign
0,1,3,406,0.98973,0.01027,benign,benign
0,1,3,260,0.12192,0.87808,malignant,malignant
0,1,3,131,0.985751,0.014249,benign,benign
0,1,3,157,0.985751,0.014249,benign,benign
0,1,3,73,0.149186,0.850814,malignant,malignant
0,1,3,511,0.985751,0.014249,benign,benign
0,1,3,121,0.919565,0.080435,benign,benign
0,1,3,697,0.245205,0.754795,malignant,malignant
0,1,3,598,0.985751,0.014249,benign,benign
0,1,3,158,0.789217,0.210783,benign,benign
0,1,3,670,0.189238,0.810762,malignant,malignant
0,1,3,345,0.985751,0.014249,benign,benign
0,1,3,332,0.903304,0.096696,benign,benign
0,1,3,489,0.628581,0.371419,benign,malignant
0,1,3,600,0.985751,0.014249,benign,benign
0,1,3,3,0.418512,0.581488,malignant,benign
0,1,3,230,0.280712,0.719288,malignant,malignant
0,1,3,156,0.991952,0.008048,benign,benign
0,1,3,389,0.773871,0.226129,benign,benign
0,1,4,224,0.081856,0.918144,malignant,malignant
0,1,4,587,0.897638,0.102362,benign,benign
0,1,4,470,0.98014,0.01986,benign,benign
0,1,4,449,0.053795,0.946205,malignant,malignant
0,1,4,662,0.977317,0.022683,benign,benign
0,1,4,347,0.897638,0.102362,benign,benign
0,1,4,55,0.378794,0.621206,malignant,malignant
0,1,4,180,0.98014,0.01986,benign,benign
0,1,4,82,0.976631,0.023369,benign,benign
0,1,4,648,0.097226,0.902774,malignant,malignant
0,1,4,517,0.98014,0.01986,benign,benign
0,1,4,494,0.451016,0.548984,malignant,benign
0,1,4,530,0.166561,0.833439,malignant,malignant
0,1,4,228,0.98014,0.01986,benign,benign
0,1,4,75,0.810105,0.189895,benign,benign
0,1,4,15,0.49394,0.50606,malignant,malignant
0,1,4,621,0.490927,0.509073,malignant,benign
0,1,4,352,0.510402,0.489598,benign,benign
0,1,4,107,0.106273,0.893727,malignant,malignant
0,1,4,452,0.98014,0.01986,benign,benign
0,1,4,412,0.213921,0.786079,malignant,malignant
0,1,4,1,0.279163,0.720837,malignant,benign
0,1,4,415,0.481942,0.518058,malignant,benign
0,1,4,128,0.362455,0.637545,malignant,malignant
0,1,4,527,0.98014,0.01986,benign,benign
0,1,4,615,0.977317,0.022683,benign,benign
0,1,4,98,0.343239,0.656761,malignant,malignant
0,1,4,164,0.906693,0.093307,benign,benign
0,1,4,437,0.98014,0.01986,benign,benign
0,1,4,549,0.304854,0.695146,malignant,malignant
0,1,4,379,0.654865,0.345135,benign,benign
0,1,4,529,0.98014,0.01986,benign,benign
0,1,4,286,0.06737,0.93263,malignant,malignant
0,1,4,620,0.98014,0.01986,benign,benign
0,1,4,276,0.98014,0.01986,benign,benign
0,1,4,326,0.604336,0.395664,benign,malignant
0,1,4,212,0.98014,0.01986,benign,benign
0,1,4,500,0.98014,0.01986,benign,benign
0,1,4,54,0.253707,0.746293,malignant,malignant
0,1,4,324,0.98014,0.01986,benign,benign
0,1,4,338,0.98014,0.01986,benign,benign
0,1,4,239,0.201594,0.798406,malignant,malignant
0,1,4,638,0.98014,0.01986,benign,benign
0,1,4,17,0.98014,0.01986,benign,benign
0,1,4,283,0.293617,0.706383,malignant,malignant
0,1,4,534,0.98014,0.01986,benign,benign
0,1,4,209,0.98014,0.01986,benign,benign
0,1,4,436,0.462288,0.537712,malignant,malignant
0,1,4,496,0.98014,0.01986,benign,benign
0,1,4,515,0.035755,0.964245,malignant,malignant
0,1,4,502,0.98014,0.01986,benign,benign
0,1,4,406,0.973808,0.026192,benign,benign
0,1,4,260,0.087076,0.912924,malignant,malignant
0,1,4,131,0.98014,0.01986,benign,benign
0,1,4,157,0.98014,0.01986,benign,benign
0,1,4,73,0.106273,0.893727,malignant,malignant
0,1,4,511,0.98014,0.01986,benign,benign
0,1,4,121,0.870632,0.129368,benign,benign
0,1,4,697,0.384949,0.615051,malignant,malignant
0,1,4,598,0.98014,0.01986,benign,benign
0,1,4,158,0.691378,0.308622,benign,benign
0,1,4,670,0.235579,0.764421,malignant,malignant
0,1,4,345,0.98014,0.01986,benign,benign
0,1,4,332,0.891306,0.108694,benign,benign
0,1,4,489,0.568374,0.431626,benign,malignant
0,1,4,600,0.98014,0.01986,benign,benign
0,1,4,3,0.534231,0.465769,benign,benign
0,1,4,230,0.265529,0.734471,malignant,malignant
0,1,4,156,0.973808,0.026192,benign,benign
0,1,4,389,0.842319,0.157681,benign,benign
0,1,5,224,0.073564,0.926436,malignant,malignant
0,1,5,587,0.948411,0.051589,benign,benign
0,1,5,470,0.948411,0.051589,benign,benign
0,1,5,449,0.025091,0.974909,malignant,malignant
0,1,5,662,0.908157,0.091843,benign,benign
0,1,5,347,0.948411,0.051589,benign,benign
0,1,5,55,0.316141,0.683859,malignant,malignant
0,1,5,180,0.948411,0.051589,benign,benign
0,1,5,82,0.893478,0.106522,benign,benign
0,1,5,648,0.01092,0.98908,malignant,malignant
0,1,5,517,0.948411,0.051589,benign,benign
0,1,5,494,0.774105,0.225895,benign,benign
0,1,5,530,0.073564,0.926436,malignant,malignant
0,1,5,228,0.948411,0.051589,benign,benign
0,1,5,75,0.900713,0.099287,benign,benign
0,1,5,15,0.510878,0.489122,benign,malignant
0,1,5,621,0.519774,0.480226,benign,benign
0,1,5,352,0.536391,0.463609,benign,benign
0,1,5,107,0.01073,0.98927,malignant,malignant
0,1,5,452,0.948411,0.051589,benign,benign
0,1,5,412,0.260378,0.739622,malignant,malignant
0,1,5,1,0.081069,0.918931,malignant,benign
0,1,5,415,0.50328,0.49672,benign,benign
0,1,5,128,0.115224,0.884776,malignant,malignant
0,1,5,527,0.948411,0.051589,benign,benign
0,1,5,615,0.908157,0.091843,benign,benign
0,1,5,98,0.288481,0.711519,malignant,malignant
0,1,5,164,0.90647,0.09353,benign,benign
0,1,5,437,0.948411,0.051589,benign,benign
0,1,5,549,0.36521,0.63479,malignant,malignant
0,1,5,379,0.719405,0.280595,benign,benign
0,1,5,529,0.948411,0.051589,benign,benign
0,1,5,286,0.011084,0.988916,malignant,malignant
0,1,5,620,0.948411,0.051589,benign,benign
0,1,5,276,0.948411,0.051589,benign,benign
0,1,5,326,0.6062,0.3938,benign,malignant
0,1,5,212,0.948411,0.051589,benign,benign
0,1,5,500,0.948411,0.051589,benign,benign
0,1,5,54,0.380402,0.619598,malignant,malignant
0,1,5,324,0.948411,0.051589,benign,benign
0,1,5,338,0.948411,0.051589,benign,benign
0,1,5,239,0.073564,0.926436,malignant,malignant
0,1,5,638,0.948411,0.051589,benign,benign
0,1,5,17,0.948411,0.051589,benign,benign
0,1,5,283,0.073564,0.926436,malignant,malignant
0,1,5,534,0.948411,0.051589,benign,benign
0,1,5,209,0.948411,0.051589,benign,benign
0,1,5,436,0.294192,0.705808,malignant,malignant
0,1,5,496,0.948411,0.051589,benign,benign
0,1,5,515,0.025091,0.974909,malignant,malignant
0,1,5,502,0.948411,0.051589,benign,benign
0,1,5,406,0.894242,0.105758,benign,benign
0,1,5,260,0.01073,0.98927,malignant,malignant
0,1,5,131,0.948411,0.051589,benign,benign
0,1,5,157,0.948411,0.051589,benign,benign
0,1,5,73,0.01073,0.98927,malignant,malignant
0,1,5,511,0.948411,0.051589,benign,benign
0,1,5,121,0.893478,0.106522,benign,benign
0,1,5,697,0.499542,0.500458,malignant,malignant
0,1,5,598,0.948411,0.051589,benign,benign
0,1,5,158,0.831605,0.168395,benign,benign
0,1,5,670,0.184403,0.815597,malignant,malignant
0,1,5,345,0.948411,0.051589,benign,benign
0,1,5,332,0.894242,0.105758,benign,benign
0,1,5,489,0.617566,0.382434,benign,malignant
0,1,5,600,0.948411,0.051589,benign,benign
0,1,5,3,0.156216,0.843784,malignant,benign
0,1,5,230,0.454072,0.545928,malignant,malignant
0,1,5,156,0.894242,0.105758,benign,benign
0,1,5,389,0.942158,0.057842,benign,benign
0,1,6,224,0.098436,0.901564,malignant,malignant
0,1,6,587,0.95886,0.04114,benign,benign
0,1,6,470,0.957657,0.042343,benign,benign
0,1,6,449,0.047956,0.952044,malignant,malignant
0,1,6,662,0.957657,0.042343,benign,benign
0,1,6,347,0.796936,0.203064,benign,benign
0,1,6,55,0.206426,0.793574,malignant,malignant
0,1,6,180,0.957657,0.042343,benign,benign
0,1,6,82,0.821526,0.178474,benign,benign
0,1,6,648,0.103623,0.896377,malignant,malignant
0,1,6,517,0.957657,0.042343,benign,benign
0,1,6,494,0.848539,0.151461,benign,benign
0,1,6,530,0.0993,0.9007,malignant,malignant
0,1,6,228,0.957657,0.042343,benign,benign
0,1,6,75,0.888874,0.111126,benign,benign
0,1,6,15,0.486823,0.513177,malignant,malignant
0,1,6,621,0.605307,0.394693,benign,benign
0,1,6,352,0.463963,0.536037,malignant,benign
0,1,6,107,0.046737,0.953263,malignant,malignant
0,1,6,452,0.957657,0.042343,benign,benign
0,1,6,412,0.055612,0.944388,malignant,malignant
0,1,6,1,0.0993,0.9007,malignant,benign
0,1,6,415,0.508538,0.491462,benign,benign
0,1,6,128,0.268759,0.731241,malignant,malignant
0,1,6,527,0.957657,0.042343,benign,benign
0,1,6,615,0.957657,0.042343,benign,benign
0,1,6,98,0.156973,0.843027,malignant,malignant
0,1,6,164,0.923954,0.076046,benign,benign
0,1,6,437,0.957657,0.042343,benign,benign
0,1,6,549,0.347728,0.652272,malignant,malignant
0,1,6,379,0.623283,0.376717,benign,benign
0,1,6,529,0.957657,0.042343,benign,benign
0,1,6,286,0.042664,0.957336,malignant,malignant
0,1,6,620,0.957657,0.042343,benign,benign
0,1,6,276,0.957657,0.042343,benign,benign
0,1,6,326,0.619715,0.380285,benign,malignant
0,1,6,212,0.957657,0.042343,benign,benign
0,1,6,500,0.957895,0.042105,benign,benign
0,1,6,54,0.289126,0.710874,malignant,malignant
0,1,6,324,0.957657,0.042343,benign,benign
0,1,6,338,0.957657,0.042343,benign,benign
0,1,6,239,0.22182,0.77818,malignant,malignant
0,1,6,638,0.957657,0.042343,benign,benign
0,1,6,17,0.957657,0.042343,benign,benign
0,1,6,283,0.150575,0.849425,malignant,malignant
0,1,6,534,0.957657,0.042343,benign,benign
0,1,6,209,0.957657,0.042343,benign,benign
0,1,6,436,0.186507,0.813493,malignant,malignant
0,1,6,496,0.957657,0.042343,benign,benign
0,1,6,515,0.075341,0.924659,malignant,malignant
0,1,6,502,0.957657,0.042343,benign,benign
0,1,6,406,0.849011,0.150989,benign,benign
0,1,6,260,0.068495,0.931505,malignant,malignant
0,1,6,131,0.957657,0.042343,benign,benign
0,1,6,157,0.957657,0.042343,benign,benign
0,1,6,73,0.099752,0.900248,malignant,malignant
0,1,6,511,0.957657,0.042343,benign,benign
0,1,6,121,0.729164,0.270836,benign,benign
0,1,6,697,0.475022,0.524978,malignant,malignant
0,1,6,598,0.957657,0.042343,benign,benign
0,1,6,158,0.936847,0.063153,benign,benign
0,1,6,670,0.42372,0.57628,malignant,malignant
0,1,6,345,0.957657,0.042343,benign,benign
0,1,6,332,0.850214,0.149786,benign,benign
0,1,6,489,0.605307,0.394693,benign,malignant
0,1,6,600,0.957657,0.042343,benign,benign
0,1,6,3,0.333648,0.666352,malignant,benign
0,1,6,230,0.438992,0.561008,malignant,malignant
0,1,6,156,0.849011,0.150989,benign,benign
0,1,6,389,0.918612,0.081388,benign,benign
0,1,7,224,0.052821,0.947179,malignant,malignant
0,1,7,587,0.980402,0.019598,benign,benign
0,1,7,470,0.980402,0.019598,benign,benign
0,1,7,449,0.044049,0.955951,malignant,malignant
0,1,7,662,0.980714,0.019286,benign,benign
0,1,7,347,0.945924,0.054076,benign,benign
0,1,7,55,0.153302,0.846698,malignant,malignant
0,1,7,180,0.980402,0.019598,benign,benign
0,1,7,82,0.909228,0.090772,benign,benign
0,1,7,648,0.113183,0.886817,malignant,malignant
0,1,7,517,0.980402,0.019598,benign,benign
0,1,7,494,0.570419,0.429581,benign,benign
0,1,7,530,0.089782,0.910218,malignant,malignant
0,1,7,228,0.980402,0.019598,benign,benign
0,1,7,75,0.883144,0.116856,benign,benign
0,1,7,15,0.445723,0.554277,malignant,malignant
0,1,7,621,0.638058,0.361942,benign,benign
0,1,7,352,0.427549,0.572451,malignant,benign
0,1,7,107,0.057325,0.942675,malignant,malignant
0,1,7,452,0.980402,0.019598,benign,benign
0,1,7,412,0.120271,0.879729,malignant,malignant
0,1,7,1,0.068363,0.931637,malignant,benign
0,1,7,415,0.569827,0.430173,benign,benign
0,1,7,128,0.061697,0.938303,malignant,malignant
0,1,7,527,0.980402,0.019598,benign,benign
0,1,7,615,0.980714,0.019286,benign,benign
0,1,7,98,0.235641,0.764359,malignant,malignant
0,1,7,164,0.925307,0.074693,benign,benign
0,1,7,437,0.980402,0.019598,benign,benign
0,1,7,549,0.340694,0.659306,malignant,malignant
0,1,7,379,0.563943,0.436057,benign,benign
0,1,7,529,0.980402,0.019598,benign,benign
0,1,7,286,0.041445,0.958555,malignant,malignant
0,1,7,620,0.980402,0.019598,benign,benign
0,1,7,276,0.980402,0.019598,benign,benign
0,1,7,326,0.541229,0.458771,benign,malignant
0,1,7,212,0.980402,0.019598,benign,benign
0,1,7,500,0.980402,0.019598,benign,benign
0,1,7,54,0.170403,0.829597,malignant,malignant
0,1,7,324,0.980402,0.019598,benign,benign
0,1,7,338,0.980402,0.019598,benign,benign
0,1,7,239,0.07244,0.92756,malignant,malignant
0,1,7,638,0.980402,0.019598,benign,benign
0,1,7,17,0.980402,0.019598,benign,benign
0,1,7,283,0.061697,0.938303,malignant,malignant
0,1,7,534,0.980402,0.019598,benign,benign
0,1,7,209,0.980402,0.019598,benign,benign
0,1,7,436,0.194356,0.805644,malignant,malignant
0,1,7,496,0.980402,0.019598,benign,benign
0,1,7,515,0.072098,0.927902,malignant,malignant
0,1,7,502,0.980402,0.019598,benign,benign
0,1,7,406,0.937371,0.062629,benign,benign
0,1,7,260,0.047575,0.952425,malignant,malignant
0,1,7,131,0.980402,0.019598,benign,benign
0,1,7,157,0.980402,0.019598,benign,benign
0,1,7,73,0.083039,0.916961,malignant,malignant
0,1,7,511,0.980402,0.019598,benign,benign
0,1,7,121,0.844374,0.155626,benign,benign
0,1,7,697,0.390955,0.609045,malignant,malignant
0,1,7,598,0.980402,0.019598,benign,benign
0,1,7,158,0.847679,0.152321,benign,benign
0,1,7,670,0.293371,0.706629,malignant,malignant
0,1,7,345,0.980402,0.019598,benign,benign
0,1,7,332,0.908025,0.091975,benign,benign
0,1,7,489,0.626439,0.373561,benign,malignant
0,1,7,600,0.980402,0.019598,benign,benign
0,1,7,3,0.370718,0.629282,malignant,benign
0,1,7,230,0.377747,0.622253,malignant,malignant
0,1,7,156,0.937371,0.062629,benign,benign
0,1,7,389,0.919013,0.080987,benign,benign
0,2,0,5,0.03168,0.96832,malignant,malignant
0,2,0,404,0.896023,0.103977,benign,benign
0,2,0,432,0.924477,0.075523,benign,benign
0,2,0,425,0.017645,0.982355,malignant,malignant
0,2,0,147,0.941576,0.058424,benign,benign
0,2,0,431,0.904756,0.095244,benign,benign
0,2,0,336,0.128046,0.871954,malignant,malignant
0,2,0,136,0.966506,0.033494,benign,benign
0,2,0,60,0.651984,0.348016,benign,malignant
0,2,0,508,0.966506,0.033494,benign,benign
0,2,0,531,0.906233,0.093767,benign,benign
0,2,0,74,0.325452,0.674548,malignant,malignant
0,2,0,45,0.966506,0.033494,benign,benign
0,2,0,545,0.966506,0.033494,benign,benign
0,2,0,367,0.03168,0.96832,malignant,malignant
0,2,0,176,0.944361,0.055639,benign,benign
0,2,0,403,0.862861,0.137139,benign,benign
0,2,0,20,0.126384,0.873616,malignant,malignant
0,2,0,471,0.966506,0.033494,benign,benign
0,2,0,423,0.876645,0.123355,benign,benign
0,2,0,124,0.426347,0.573653,malignant,malignant
0,2,0,118,0.944,0.056,benign,benign
0,2,0,599,0.848191,0.151809,benign,benign
0,2,0,696,0.49405,0.50595,malignant,malignant
0,2,0,163,0.941576,0.058424,benign,benign
0,2,0,580,0.934687,0.065313,benign,benign
0,2,0,71,0.330425,0.669575,malignant,malignant
0,2,0,460,0.966506,0.033494,benign,benign
0,2,0,595,0.966506,0.033494,benign,benign
0,2,0,63,0.4569,0.5431,malignant,malignant
0,2,0,434,0.252027,0.747973,malignant,benign
0,2,0,547,0.966506,0.033494,benign,benign
0,2,0,366,0.03168,0.96832,malignant,malignant
0,2,0,249,0.841398,0.158602,benign,benign
0,2,0,225,0.966506,0.033494,benign,benign
0,2,0,214,0.017645,0.982355,malignant,malignant
0,2,0,524,0.966506,0.033494,benign,benign
0,2,0,126,0.106293,0.893707,malignant,malignant
0,2,0,368,0.911169,0.088831,benign,benign
0,2,0,197,0.944361,0.055639,benign,benign
0,2,0,483,0.151543,0.848457,malignant,malignant
0,2,0,127,0.944361,0.055639,benign,benign
0,2,0,189,0.86057,0.13943,benign,benign
0,2,0,636,0.211511,0.788489,malignant,malignant
0,2,0,259,0.465543,0.534457,malignant,benign
0,2,0,556,0.906233,0.093767,benign,benign
0,2,0,305,0.155357,0.844643,malignant,malignant
0,2,0,540,0.941576,0.058424,benign,benign
0,2,0,387,0.760768,0.239232,benign,benign
0,2,0,179,0.336122,0.663878,malignant,malignant
0,2,0,271,0.944361,0.055639,benign,benign
0,2,0,169,0.966506,0.033494,benign,benign
0,2,0,414,0.187914,0.812086,malignant,malignant
0,2,0,202,0.944361,0.055639,benign,benign
0,2,0,69,0.902332,0.097668,benign,benign
0,2,0,117,0.056318,0.943682,malignant,malignant
0,2,0,395,0.966506,0.033494,benign,benign
0,2,0,446,0.966506,0.033494,benign,benign
0,2,0,574,0.211508,0.788492,malignant,malignant
0,2,0,433,0.853602,0.146398,benign,benign
0,2,0,495,0.966506,0.033494,benign,benign
0,2,0,210,0.03168,0.96832,malignant,malignant
0,2,0,516,0.966506,0.033494,benign,benign
0,2,0,399,0.882715,0.117285,benign,benign
0,2,0,104,0.211511,0.788489,malignant,malignant
0,2,0,583,0.966506,0.033494,benign,benign
0,2,0,42,0.166801,0.833199,malignant,malignant
0,2,0,501,0.966506,0.033494,benign,benign
0,2,0,693,0.966506,0.033494,benign,benign
0,2,0,329,0.13162,0.86838,malignant,malignant
0,2,1,5,0.009512,0.990488,malignant,malignant
0,2,1,404,0.910151,0.089849,benign,benign
0,2,1,432,0.93277,0.06723,benign,benign
0,2,1,425,0.009512,0.990488,malignant,malignant
0,2,1,147,0.925164,0.074836,benign,benign
0,2,1,431,0.898536,0.101464,benign,benign
0,2,1,336,0.070535,0.929465,malignant,malignant
0,2,1,136,0.959398,0.040602,benign,benign
0,2,1,60,0.645835,0.354165,benign,malignant
0,2,1,508,0.959398,0.040602,benign,benign
0,2,1,531,0.919236,0.080764,benign,benign
0,2,1,74,0.420816,0.579184,malignant,malignant
0,2,1,45,0.959398,0.040602,benign,benign
0,2,1,545,0.959398,0.040602,benign,benign
0,2,1,367,0.009512,0.990488,malignant,malignant
0,2,1,176,0.959398,0.040602,benign,benign
0,2,1,403,0.925436,0.074564,benign,benign
0,2,1,20,0.208102,0.791898,malignant,malignant
0,2,1,471,0.959398,0.040602,benign,benign
0,2,1,423,0.923341,0.076659,benign,benign
0,2,1,124,0.294252,0.705748,malignant,malignant
0,2,1,118,0.891202,0.108798,benign,benign
0,2,1,599,0.909055,0.090945,benign,benign
0,2,1,696,0.245868,0.754132,malignant,malignant
0,2,1,163,0.875436,0.124564,benign,benign
0,2,1,580,0.941855,0.058145,benign,benign
0,2,1,71,0.460645,0.539355,malignant,malignant
0,2,1,460,0.959398,0.040602,benign,benign
0,2,1,595,0.959398,0.040602,benign,benign
0,2,1,63,0.634325,0.365675,benign,malignant
0,2,1,434,0.261569,0.738431,malignant,benign
0,2,1,547,0.959398,0.040602,benign,benign
0,2,1,366,0.009512,0.990488,malignant,malignant
0,2,1,249,0.861146,0.138854,benign,benign
0,2,1,225,0.959398,0.040602,benign,benign
0,2,1,214,0.009512,0.990488,malignant,malignant
0,2,1,524,0.959398,0.040602,benign,benign
0,2,1,126,0.022845,0.977155,malignant,malignant
0,2,1,368,0.923341,0.076659,benign,benign
0,2,1,197,0.892732,0.107268,benign,benign
0,2,1,483,0.009512,0.990488,malignant,malignant
0,2,1,127,0.959398,0.040602,benign,benign
0,2,1,189,0.909055,0.090945,benign,benign
0,2,1,636,0.234615,0.765385,malignant,malignant
0,2,1,259,0.315689,0.684311,malignant,benign
0,2,1,556,0.919236,0.080764,benign,benign
0,2,1,305,0.060905,0.939095,malignant,malignant
0,2,1,540,0.959398,0.040602,benign,benign
0,2,1,387,0.818965,0.181035,benign,benign
0,2,1,179,0.221916,0.778084,malignant,malignant
0,2,1,271,0.959398,0.040602,benign,benign
0,2,1,169,0.959398,0.040602,benign,benign
0,2,1,414,0.043833,0.956167,malignant,malignant
0,2,1,202,0.959398,0.040602,benign,benign
0,2,1,69,0.93277,0.06723,benign,benign
0,2,1,117,0.027954,0.972046,malignant,malignant
0,2,1,395,0.959398,0.040602,benign,benign
0,2,1,446,0.959398,0.040602,benign,benign
0,2,1,574,0.192131,0.807869,malignant,malignant
0,2,1,433,0.919236,0.080764,benign,benign
0,2,1,495,0.959398,0.040602,benign,benign
0,2,1,210,0.009512,0.990488,malignant,malignant
0,2,1,516,0.959398,0.040602,benign,benign
0,2,1,399,0.909055,0.090945,benign,benign
0,2,1,104,0.195726,0.804274,malignant,malignant
0,2,1,583,0.959398,0.040602,benign,benign
0,2,1,42,0.009512,0.990488,malignant,malignant
0,2,1,501,0.959398,0.040602,benign,benign
0,2,1,693,0.959398,0.040602,benign,benign
0,2,1,329,0.076179,0.923821,malignant,malignant
0,2,2,5,0.086748,0.913252,malignant,malignant
0,2,2,404,0.909347,0.090653,benign,benign
0,2,2,432,0.944784,0.055216,benign,benign
0,2,2,425,0.056395,0.943605,malignant,malignant
0,2,2,147,0.894182,0.105818,benign,benign
0,2,2,431,0.917335,0.082665,benign,benign
0,2,2,336,0.310952,0.689048,malignant,malignant
0,2,2,136,0.979611,0.020389,benign,benign
0,2,2,60,0.497777,0.502223,malignant,malignant
0,2,2,508,0.979611,0.020389,benign,benign
0,2,2,531,0.944174,0.055826,benign,benign
0,2,2,74,0.368493,0.631507,malignant,malignant
0,2,2,45,0.94606,0.05394,benign,benign
0,2,2,545,0.979611,0.020389,benign,benign
0,2,2,367,0.089922,0.910078,malignant,malignant
0,2,2,176,0.979611,0.020389,benign,benign
0,2,2,403,0.852612,0.147388,benign,benign
0,2,2,20,0.145262,0.854738,malignant,malignant
0,2,2,471,0.959655,0.040345,benign,benign
0,2,2,423,0.917388,0.082612,benign,benign
0,2,2,124,0.258218,0.741782,malignant,malignant
0,2,2,118,0.824433,0.175567,benign,benign
0,2,2,599,0.822122,0.177878,benign,benign
0,2,2,696,0.352215,0.647785,malignant,malignant
0,2,2,163,0.72973,0.27027,benign,benign
0,2,2,580,0.979611,0.020389,benign,benign
0,2,2,71,0.202457,0.797543,malignant,malignant
0,2,2,460,0.979611,0.020389,benign,benign
0,2,2,595,0.979611,0.020389,benign,benign
0,2,2,63,0.483765,0.516235,malignant,malignant
0,2,2,434,0.396091,0.603909,malignant,benign
0,2,2,547,0.979611,0.020389,benign,benign
0,2,2,366,0.089922,0.910078,malignant,malignant
0,2,2,249,0.881353,0.118647,benign,benign
0,2,2,225,0.979611,0.020389,benign,benign
0,2,2,214,0.056395,0.943605,malignant,malignant
0,2,2,524,0.979611,0.020389,benign,benign
0,2,2,126,0.19524,0.80476,malignant,malignant
0,2,2,368,0.917388,0.082612,benign,benign
0,2,2,197,0.857389,0.142611,benign,benign
0,2,2,483,0.086748,0.913252,malignant,malignant
0,2,2,127,0.979611,0.020389,benign,benign
0,2,2,189,0.881951,0.118049,benign,benign
0,2,2,636,0.27817,0.72183,malignant,malignant
0,2,2,259,0.519858,0.480142,benign,benign
0,2,2,556,0.877508,0.122492,benign,benign
0,2,2,305,0.185178,0.814822,malignant,malignant
0,2,2,540,0.922361,0.077639,benign,benign
0,2,2,387,0.822637,0.177363,benign,benign
0,2,2,179,0.55488,0.44512,benign,malignant
0,2,2,271,0.979611,0.020389,benign,benign
0,2,2,169,0.912945,0.087055,benign,benign
0,2,2,414,0.125236,0.874764,malignant,malignant
0,2,2,202,0.979611,0.020389,benign,benign
0,2,2,69,0.944784,0.055216,benign,benign
0,2,2,117,0.170828,0.829172,malignant,malignant
0,2,2,395,0.979611,0.020389,benign,benign
0,2,2,446,0.979611,0.020389,benign,benign
0,2,2,574,0.211772,0.788228,malignant,malignant
0,2,2,433,0.944174,0.055826,benign,benign
0,2,2,495,0.979611,0.020389,benign,benign
0,2,2,210,0.086748,0.913252,malignant,malignant
0,2,2,516,0.979611,0.020389,benign,benign
0,2,2,399,0.881951,0.118049,benign,benign
0,2,2,104,0.27817,0.72183,malignant,malignant
0,2,2,583,0.979611,0.020389,benign,benign
0,2,2,42,0.130115,0.869885,malignant,malignant
0,2,2,501,0.979611,0.020389,benign,benign
0,2,2,693,0.94606,0.05394,benign,benign
0,2,2,329,0.117641,0.882359,malignant,malignant
0,2,3,5,0.095131,0.904869,malignant,malignant
0,2,3,404,0.902048,0.097952,benign,benign
0,2,3,432,0.938475,0.061525,benign,benign
0,2,3,425,0.081375,0.918625,malignant,malignant
0,2,3,147,0.868378,0.131622,benign,benign
0,2,3,431,0.823526,0.176474,benign,benign
0,2,3,336,0.252711,0.747289,malignant,malignant
0,2,3,136,0.964524,0.035476,benign,benign
0,2,3,60,0.536712,0.463288,benign,malignant
0,2,3,508,0.964524,0.035476,benign,benign
0,2,3,531,0.951011,0.048989,benign,benign
0,2,3,74,0.375464,0.624536,malignant,malignant
0,2,3,45,0.898458,0.101542,benign,benign
0,2,3,545,0.964524,0.035476,benign,benign
0,2,3,367,0.112362,0.887638,malignant,malignant
0,2,3,176,0.964524,0.035476,benign,benign
0,2,3,403,0.904569,0.095431,benign,benign
0,2,3,20,0.249032,0.750968,malignant,malignant
0,2,3,471,0.8949,0.1051,benign,benign
0,2,3,423,0.877869,0.122131,benign,benign
0,2,3,124,0.230511,0.769489,malignant,malignant
0,2,3,118,0.857241,0.142759,benign,benign
0,2,3,599,0.864355,0.135645,benign,benign
0,2,3,696,0.267097,0.732903,malignant,malignant
0,2,3,163,0.883811,0.116189,benign,benign
0,2,3,580,0.964524,0.035476,benign,benign
0,2,3,71,0.327235,0.672765,malignant,malignant
0,2,3,460,0.941611,0.058389,benign,benign
0,2,3,595,0.964524,0.035476,benign,benign
0,2,3,63,0.501265,0.498735,benign,malignant
0,2,3,434,0.428554,0.571446,malignant,benign
0,2,3,547,0.964524,0.035476,benign,benign
0,2,3,366,0.081375,0.918625,malignant,malignant
0,2,3,249,0.933677,0.066323,benign,benign
0,2,3,225,0.964524,0.035476,benign,benign
0,2,3,214,0.081375,0.918625,malignant,malignant
0,2,3,524,0.964524,0.035476,benign,benign
0,2,3,126,0.132872,0.867128,malignant,malignant
0,2,3,368,0.877869,0.122131,benign,benign
0,2,3,197,0.941611,0.058389,benign,benign
0,2,3,483,0.111119,0.888881,malignant,malignant
0,2,3,127,0.964524,0.035476,benign,benign
0,2,3,189,0.864355,0.135645,benign,benign
0,2,3,636,0.160297,0.839703,malignant,malignant
0,2,3,259,0.345644,0.654356,malignant,benign
0,2,3,556,0.951011,0.048989,benign,benign
0,2,3,305,0.160428,0.839572,malignant,malignant
0,2,3,540,0.960414,0.039586,benign,benign
0,2,3,387,0.688475,0.311525,benign,benign
0,2,3,179,0.491328,0.508672,malignant,malignant
0,2,3,271,0.964524,0.035476,benign,benign
0,2,3,169,0.964524,0.035476,benign,benign
0,2,3,414,0.174956,0.825044,malignant,malignant
0,2,3,202,0.964524,0.035476,benign,benign
0,2,3,69,0.938475,0.061525,benign,benign
0,2,3,117,0.102486,0.897514,malignant,malignant
0,2,3,395,0.964524,0.035476,benign,benign
0,2,3,446,0.964524,0.035476,benign,benign
0,2,3,574,0.222484,0.777516,malignant,malignant
0,2,3,433,0.928097,0.071903,benign,benign
0,2,3,495,0.964524,0.035476,benign,benign
0,2,3,210,0.081375,0.918625,malignant,malignant
0,2,3,516,0.964524,0.035476,benign,benign
0,2,3,399,0.864355,0.135645,benign,benign
0,2,3,104,0.146541,0.853459,malignant,malignant
0,2,3,583,0.964524,0.035476,benign,benign
0,2,3,42,0.192925,0.807075,malignant,malignant
0,2,3,501,0.964524,0.035476,benign,benign
0,2,3,693,0.898458,0.101542,benign,benign
0,2,3,329,0.299065,0.700935,malignant,malignant
0,2,4,5,0.045711,0.954289,malignant,malignant
0,2,4,404,0.93154,0.06846,benign,benign
0,2,4,432,0.977485,0.022515,benign,benign
0,2,4,425,0.039914,0.960086,malignant,malignant
0,2,4,147,0.887388,0.112612,benign,benign
0,2,4,431,0.897873,0.102127,benign,benign
0,2,4,336,0.22763,0.77237,malignant,malignant
0,2,4,136,0.976596,0.023404,benign,benign
0,2,4,60,0.404414,0.595586,malignant,malignant
0,2,4,508,0.976596,0.023404,benign,benign
0,2,4,531,0.919345,0.080655,benign,benign
0,2,4,74,0.359779,0.640221,malignant,malignant
0,2,4,45,0.849365,0.150635,benign,benign
0,2,4,545,0.976596,0.023404,benign,benign
0,2,4,367,0.042077,0.957923,malignant,malignant
0,2,4,176,0.976596,0.023404,benign,benign
0,2,4,403,0.902471,0.097529,benign,benign
0,2,4,20,0.112007,0.887993,malignant,malignant
0,2,4,471,0.976596,0.023404,benign,benign
0,2,4,423,0.954246,0.045754,benign,benign
0,2,4,124,0.179932,0.820068,malignant,malignant
0,2,4,118,0.855633,0.144367,benign,benign
0,2,4,599,0.872983,0.127017,benign,benign
0,2,4,696,0.112657,0.887343,malignant,malignant
0,2,4,163,0.845246,0.154754,benign,benign
0,2,4,580,0.977049,0.022951,benign,benign
0,2,4,71,0.357225,0.642775,malignant,malignant
0,2,4,460,0.976596,0.023404,benign,benign
0,2,4,595,0.976596,0.023404,benign,benign
0,2,4,63,0.493197,0.506803,malignant,malignant
0,2,4,434,0.30985,0.69015,malignant,benign
0,2,4,547,0.976596,0.023404,benign,benign
0,2,4,366,0.038744,0.961256,malignant,malignant
0,2,4,249,0.938064,0.061936,benign,benign
0,2,4,225,0.976596,0.023404,benign,benign
0,2,4,214,0.043617,0.956383,malignant,malignant
0,2,4,524,0.976596,0.023404,benign,benign
0,2,4,126,0.157004,0.842996,malignant,malignant
0,2,4,368,0.954246,0.045754,benign,benign
0,2,4,197,0.899679,0.100321,benign,benign
0,2,4,483,0.068338,0.931662,malignant,malignant
0,2,4,127,0.976596,0.023404,benign,benign
0,2,4,189,0.896542,0.103458,benign,benign
0,2,4,636,0.099083,0.900917,malignant,malignant
0,2,4,259,0.446797,0.553203,malignant,benign
0,2,4,556,0.871197,0.128803,benign,benign
0,2,4,305,0.312391,0.687609,malignant,malignant
0,2,4,540,0.971332,0.028668,benign,benign
0,2,4,387,0.716264,0.283736,benign,benign
0,2,4,179,0.470392,0.529608,malignant,malignant
0,2,4,271,0.976596,0.023404,benign,benign
0,2,4,169,0.976596,0.023404,benign,benign
0,2,4,414,0.178551,0.821449,malignant,malignant
0,2,4,202,0.976596,0.023404,benign,benign
0,2,4,69,0.977485,0.022515,benign,benign
0,2,4,117,0.084747,0.915253,malignant,malignant
0,2,4,395,0.976596,0.023404,benign,benign
0,2,4,446,0.976596,0.023404,benign,benign
0,2,4,574,0.170096,0.829904,malignant,malignant
0,2,4,433,0.876422,0.123578,benign,benign
0,2,4,495,0.976596,0.023404,benign,benign
0,2,4,210,0.039914,0.960086,malignant,malignant
0,2,4,516,0.976596,0.023404,benign,benign
0,2,4,399,0.896542,0.103458,benign,benign
0,2,4,104,0.099083,0.900917,malignant,malignant
0,2,4,583,0.976596,0.023404,benign,benign
0,2,4,42,0.063835,0.936165,malignant,malignant
0,2,4,501,0.976596,0.023404,benign,benign
0,2,4,693,0.916031,0.083969,benign,benign
0,2,4,329,0.059208,0.940792,malignant,malignant
0,2,5,5,0.055983,0.944017,malignant,malignant
0,2,5,404,0.76823,0.23177,benign,benign
0,2,5,432,0.957502,0.042498,benign,benign
0,2,5,425,0.033845,0.966155,malignant,malignant
0,2,5,147,0.946683,0.053317,benign,benign
0,2,5,431,0.88303,0.11697,benign,benign
0,2,5,336,0.185673,0.814327,malignant,malignant
0,2,5,136,0.994398,0.005602,benign,benign
0,2,5,60,0.439775,0.560225,malignant,malignant
0,2,5,508,0.994398,0.005602,benign,benign
0,2,5,531,0.825399,0.174601,benign,benign
0,2,5,74,0.407894,0.592106,malignant,malignant
0,2,5,45,0.99472,0.00528,benign,benign
0,2,5,545,0.994398,0.005602,benign,benign
0,2,5,367,0.044426,0.955574,malignant,malignant
0,2,5,176,0.994398,0.005602,benign,benign
0,2,5,403,0.944984,0.055016,benign,benign
0,2,5,20,0.211524,0.788476,malignant,malignant
0,2,5,471,0.961994,0.038006,benign,benign
0,2,5,423,0.965303,0.034697,benign,benign
0,2,5,124,0.224927,0.775073,malignant,malignant
0,2,5,118,0.896246,0.103754,benign,benign
0,2,5,599,0.796304,0.203696,benign,benign
0,2,5,696,0.197594,0.802406,malignant,malignant
0,2,5,163,0.89056,0.10944,benign,benign
0,2,5,580,0.994398,0.005602,benign,benign
0,2,5,71,0.2147,0.7853,malignant,malignant
0,2,5,460,0.974125,0.025875,benign,benign
0,2,5,595,0.994398,0.005602,benign,benign
0,2,5,63,0.546992,0.453008,benign,malignant
0,2,5,434,0.382919,0.617081,malignant,benign
0,2,5,547,0.994398,0.005602,benign,benign
0,2,5,366,0.039646,0.960354,malignant,malignant
0,2,5,249,0.97498,0.02502,benign,benign
0,2,5,225,0.994398,0.005602,benign,benign
0,2,5,214,0.033845,0.966155,malignant,malignant
0,2,5,524,0.994398,0.005602,benign,benign
0,2,5,126,0.132904,0.867096,malignant,malignant
0,2,5,368,0.965303,0.034697,benign,benign
0,2,5,197,0.974125,0.025875,benign,benign
0,2,5,483,0.106067,0.893933,malignant,malignant
0,2,5,127,0.994398,0.005602,benign,benign
0,2,5,189,0.765487,0.234513,benign,benign
0,2,5,636,0.074846,0.925154,malignant,malignant
0,2,5,259,0.439692,0.560308,malignant,benign
0,2,5,556,0.825399,0.174601,benign,benign
0,2,5,305,0.108738,0.891262,malignant,malignant
0,2,5,540,0.982477,0.017523,benign,benign
0,2,5,387,0.669117,0.330883,benign,benign
0,2,5,179,0.388871,0.611129,malignant,malignant
0,2,5,271,0.994398,0.005602,benign,benign
0,2,5,169,0.994398,0.005602,benign,benign
0,2,5,414,0.109675,0.890325,malignant,malignant
0,2,5,202,0.994398,0.005602,benign,benign
0,2,5,69,0.957502,0.042498,benign,benign
0,2,5,117,0.044426,0.955574,malignant,malignant
0,2,5,395,0.994398,0.005602,benign,benign
0,2,5,446,0.994398,0.005602,benign,benign
0,2,5,574,0.225811,0.774189,malignant,malignant
0,2,5,433,0.805126,0.194874,benign,benign
0,2,5,495,0.994398,0.005602,benign,benign
0,2,5,210,0.03702,0.96298,malignant,malignant
0,2,5,516,0.994398,0.005602,benign,benign
0,2,5,399,0.796304,0.203696,benign,benign
0,2,5,104,0.09093,0.90907,malignant,malignant
0,2,5,583,0.994398,0.005602,benign,benign
0,2,5,42,0.189887,0.810113,malignant,malignant
0,2,5,501,0.994398,0.005602,benign,benign
0,2,5,693,0.99472,0.00528,benign,benign
0,2,5,329,0.091062,0.908938,malignant,malignant
0,2,6,5,0.04935,0.95065,malignant,malignant
0,2,6,404,0.888885,0.111115,benign,benign
0,2,6,432,0.987532,0.012468,benign,benign
0,2,6,425,0.025366,0.974634,malignant,malignant
0,2,6,147,0.941065,0.058935,benign,benign
0,2,6,431,0.926448,0.073552,benign,benign
0,2,6,336,0.068363,0.931637,malignant,malignant
0,2,6,136,0.99031,0.00969,benign,benign
0,2,6,60,0.265459,0.734541,malignant,malignant
0,2,6,508,0.99031,0.00969,benign,benign
0,2,6,531,0.887992,0.112008,benign,benign
0,2,6,74,0.363484,0.636516,malignant,malignant
0,2,6,45,0.99031,0.00969,benign,benign
0,2,6,545,0.99031,0.00969,benign,benign
0,2,6,367,0.02658,0.97342,malignant,malignant
0,2,6,176,0.99031,0.00969,benign,benign
0,2,6,403,0.946753,0.053247,benign,benign
0,2,6,20,0.066687,0.933313,malignant,malignant
0,2,6,471,0.987135,0.012865,benign,benign
0,2,6,423,0.965452,0.034548,benign,benign
0,2,6,124,0.2562,0.7438,malignant,malignant
0,2,6,118,0.932972,0.067028,benign,benign
0,2,6,599,0.814143,0.185857,benign,benign
0,2,6,696,0.177765,0.822235,malignant,malignant
0,2,6,163,0.967454,0.032546,benign,benign
0,2,6,580,0.986895,0.013105,benign,benign
0,2,6,71,0.396198,0.603802,malignant,malignant
0,2,6,460,0.987135,0.012865,benign,benign
0,2,6,595,0.99031,0.00969,benign,benign
0,2,6,63,0.504384,0.495616,benign,malignant
0,2,6,434,0.376113,0.623887,malignant,benign
0,2,6,547,0.970675,0.029325,benign,benign
0,2,6,366,0.025366,0.974634,malignant,malignant
0,2,6,249,0.982919,0.017081,benign,benign
0,2,6,225,0.99031,0.00969,benign,benign
0,2,6,214,0.04935,0.95065,malignant,malignant
0,2,6,524,0.99031,0.00969,benign,benign
0,2,6,126,0.133692,0.866308,malignant,malignant
0,2,6,368,0.965452,0.034548,benign,benign
0,2,6,197,0.963676,0.036324,benign,benign
0,2,6,483,0.043041,0.956959,malignant,malignant
0,2,6,127,0.99031,0.00969,benign,benign
0,2,6,189,0.832323,0.167677,benign,benign
0,2,6,636,0.025586,0.974414,malignant,malignant
0,2,6,259,0.384156,0.615844,malignant,benign
0,2,6,556,0.868357,0.131643,benign,benign
0,2,6,305,0.126464,0.873536,malignant,malignant
0,2,6,540,0.988265,0.011735,benign,benign
0,2,6,387,0.721752,0.278248,benign,benign
0,2,6,179,0.23514,0.76486,malignant,malignant
0,2,6,271,0.99031,0.00969,benign,benign
0,2,6,169,0.970675,0.029325,benign,benign
0,2,6,414,0.070947,0.929053,malignant,malignant
0,2,6,202,0.99031,0.00969,benign,benign
0,2,6,69,0.987532,0.012468,benign,benign
0,2,6,117,0.068687,0.931313,malignant,malignant
0,2,6,395,0.99031,0.00969,benign,benign
0,2,6,446,0.99031,0.00969,benign,benign
0,2,6,574,0.196095,0.803905,malignant,malignant
0,2,6,433,0.868919,0.131081,benign,benign
0,2,6,495,0.970675,0.029325,benign,benign
0,2,6,210,0.025366,0.974634,malignant,malignant
0,2,6,516,0.970675,0.029325,benign,benign
0,2,6,399,0.86265,0.13735,benign,benign
0,2,6,104,0.009048,0.990952,malignant,malignant
0,2,6,583,0.99031,0.00969,benign,benign
0,2,6,42,0.128885,0.871115,malignant,malignant
0,2,6,501,0.99031,0.00969,benign,benign
0,2,6,693,0.99031,0.00969,benign,benign
0,2,6,329,0.072135,0.927865,malignant,malignant
0,2,7,5,0.04644,0.95356,malignant,malignant
0,2,7,404,0.792098,0.207902,benign,benign
0,2,7,432,0.952528,0.047472,benign,benign
0,2,7,425,0.043786,0.956214,malignant,malignant
0,2,7,147,0.929656,0.070344,benign,benign
0,2,7,431,0.895308,0.104692,benign,benign
0,2,7,336,0.061325,0.938675,malignant,malignant
0,2,7,136,0.982436,0.017564,benign,benign
0,2,7,60,0.179057,0.820943,malignant,malignant
0,2,7,508,0.982436,0.017564,benign,benign
0,2,7,531,0.830881,0.169119,benign,benign
0,2,7,74,0.395804,0.604196,malignant,malignant
0,2,7,45,0.924142,0.075858,benign,benign
0,2,7,545,0.982436,0.017564,benign,benign
0,2,7,367,0.043786,0.956214,malignant,malignant
0,2,7,176,0.957737,0.042263,benign,benign
0,2,7,403,0.909081,0.090919,benign,benign
0,2,7,20,0.124277,0.875723,malignant,malignant
0,2,7,471,0.978598,0.021402,benign,benign
0,2,7,423,0.991312,0.008688,benign,benign
0,2,7,124,0.120287,0.879713,malignant,malignant
0,2,7,118,0.906896,0.093104,benign,benign
0,2,7,599,0.795716,0.204284,benign,benign
0,2,7,696,0.093673,0.906327,malignant,malignant
0,2,7,163,0.891651,0.108349,benign,benign
0,2,7,580,0.991312,0.008688,benign,benign
0,2,7,71,0.343203,0.656797,malignant,malignant
0,2,7,460,0.982436,0.017564,benign,benign
0,2,7,595,0.982436,0.017564,benign,benign
0,2,7,63,0.463665,0.536335,malignant,malignant
0,2,7,434,0.224975,0.775025,malignant,benign
0,2,7,547,0.982436,0.017564,benign,benign
0,2,7,366,0.043786,0.956214,malignant,malignant
0,2,7,249,0.909145,0.090855,benign,benign
0,2,7,225,0.982436,0.017564,benign,benign
0,2,7,214,0.044356,0.955644,malignant,malignant
0,2,7,524,0.982436,0.017564,benign,benign
0,2,7,126,0.050038,0.949962,malignant,malignant
0,2,7,368,0.991312,0.008688,benign,benign
0,2,7,197,0.957737,0.042263,benign,benign
0,2,7,483,0.041703,0.958297,malignant,malignant
0,2,7,127,0.957737,0.042263,benign,benign
0,2,7,189,0.757391,0.242609,benign,benign
0,2,7,636,0.097355,0.902645,malignant,malignant
0,2,7,259,0.246431,0.753569,malignant,benign
0,2,7,556,0.830881,0.169119,benign,benign
0,2,7,305,0.056263,0.943737,malignant,malignant
0,2,7,540,0.978284,0.021716,benign,benign
0,2,7,387,0.650747,0.349253,benign,benign
0,2,7,179,0.1985,0.8015,malignant,malignant
0,2,7,271,0.957737,0.042263,benign,benign
0,2,7,169,0.982436,0.017564,benign,benign
0,2,7,414,0.038845,0.961155,malignant,malignant
0,2,7,202,0.957737,0.042263,benign,benign
0,2,7,69,0.92783,0.07217,benign,benign
0,2,7,117,0.040929,0.959071,malignant,malignant
0,2,7,395,0.982436,0.017564,benign,benign
0,2,7,446,0.982436,0.017564,benign,benign
0,2,7,574,0.248268,0.751732,malignant,malignant
0,2,7,433,0.830881,0.169119,benign,benign
0,2,7,495,0.982436,0.017564,benign,benign
0,2,7,210,0.043786,0.956214,malignant,malignant
0,2,7,516,0.982436,0.017564,benign,benign
0,2,7,399,0.795716,0.204284,benign,benign
0,2,7,104,0.217187,0.782813,malignant,malignant
0,2,7,583,0.982436,0.017564,benign,benign
0,2,7,42,0.044356,0.955644,malignant,malignant
0,2,7,501,0.982436,0.017564,benign,benign
0,2,7,693,0.924142,0.075858,benign,benign
0,2,7,329,0.039735,0.960265,malignant,malignant
0,3,0,666,0.906233,0.093767,benign,benign
0,3,0,34,0.934687,0.065313,benign,benign
0,3,0,155,0.260551,0.739449,malignant,malignant
0,3,0,692,0.966506,0.033494,benign,benign
0,3,0,426,0.84958,0.15042,benign,benign
0,3,0,86,0.428939,0.571061,malignant,malignant
0,3,0,172,0.966506,0.033494,benign,benign
0,3,0,623,0.966506,0.033494,benign,benign
0,3,0,571,0.176181,0.823819,malignant,malignant
0,3,0,351,0.944361,0.055639,benign,benign
0,3,0,337,0.944361,0.055639,benign,benign
0,3,0,247,0.289952,0.710048,malignant,malignant
0,3,0,245,0.919431,0.080569,benign,benign
0,3,0,373,0.966506,0.033494,benign,benign
0,3,0,284,0.091167,0.908833,malignant,malignant
0,3,0,392,0.966506,0.033494,benign,benign
0,3,0,448,0.966506,0.033494,benign,benign
0,3,0,160,0.028074,0.971926,malignant,malignant
0,3,0,679,0.966506,0.033494,benign,benign
0,3,0,322,0.944361,0.055639,benign,benign
0,3,0,611,0.093546,0.906454,malignant,malignant
0,3,0,181,0.966506,0.033494,benign,benign
0,3,0,451,0.966506,0.033494,benign,benign
0,3,0,698,0.324046,0.675954,malignant,malignant
0,3,0,469,0.934687,0.065313,benign,benign
0,3,0,400,0.184902,0.815098,malignant,malignant
0,3,0,656,0.966506,0.033494,benign,benign
0,3,0,16,0.966506,0.033494,benign,benign
0,3,0,266,0.099802,0.900198,malignant,malignant
0,3,0,29,0.911169,0.088831,benign,benign
0,3,0,383,0.966506,0.033494,benign,benign
0,3,0,215,0.157925,0.842075,malignant,malignant
0,3,0,596,0.934687,0.065313,benign,benign
0,3,0,541,0.966506,0.033494,benign,benign
0,3,0,312,0.351699,0.648301,malignant,malignant
0,3,0,616,0.966506,0.033494,benign,benign
0,3,0,313,0.966506,0.033494,benign,benign
0,3,0,358,0.336421,0.663579,malignant,malignant
0,3,0,606,0.966506,0.033494,benign,benign
0,3,0,481,0.854991,0.145009,benign,benign
0,3,0,300,0.230899,0.769101,malignant,malignant
0,3,0,119,0.890977,0.109023,benign,benign
0,3,0,478,0.938052,0.061948,benign,benign
0,3,0,105,0.505626,0.494374,benign,malignant
0,3,0,388,0.924477,0.075523,benign,benign
0,3,0,563,0.966506,0.033494,benign,benign
0,3,0,282,0.114651,0.885349,malignant,malignant
0,3,0,472,0.966506,0.033494,benign,benign
0,3,0,597,0.8545,0.1455,benign,benign
0,3,0,353,0.124862,0.875138,malignant,malignant
0,3,0,219,0.785452,0.214548,benign,benign
0,3,0,2,0.919431,0.080569,benign,benign
0,3,0,435,0.094741,0.905259,malignant,malignant
0,3,0,439,0.966506,0.033494,benign,benign
0,3,0,183,0.03168,0.96832,malignant,malignant
0,3,0,327,0.966506,0.033494,benign,benign
0,3,0,579,0.944361,0.055639,benign,benign
0,3,0,626,0.560185,0.439815,benign,malignant
0,3,0,498,0.966506,0.033494,benign,benign
0,3,0,35,0.966506,0.033494,benign,benign
0,3,0,440,0.084312,0.915688,malignant,malignant
0,3,0,377,0.966506,0.033494,benign,benign
0,3,0,135,0.830166,0.169834,benign,benign
0,3,0,610,0.084312,0.915688,malignant,malignant
0,3,0,543,0.966506,0.033494,benign,benign
0,3,0,618,0.966506,0.033494,benign,benign
0,3,0,668,0.610713,0.389287,benign,malignant
0,3,0,185,0.944361,0.055639,benign,benign
0,3,0,350,0.966506,0.033494,benign,benign
0,3,0,487,0.084312,0.915688,malignant,malignant
0,3,1,666,0.919236,0.080764,benign,benign
0,3,1,34,0.941855,0.058145,benign,benign
0,3,1,155,0.167112,0.832888,malignant,malignant
0,3,1,692,0.959398,0.040602,benign,benign
0,3,1,426,0.753083,0.246917,benign,benign
0,3,1,86,0.512717,0.487283,benign,malignant
0,3,1,172,0.959398,0.040602,benign,benign
0,3,1,623,0.959398,0.040602,benign,benign
0,3,1,571,0.022845,0.977155,malignant,malignant
0,3,1,351,0.959398,0.040602,benign,benign
0,3,1,337,0.959398,0.040602,benign,benign
0,3,1,247,0.124542,0.875458,malignant,malignant
0,3,1,245,0.959398,0.040602,benign,benign
0,3,1,373,0.959398,0.040602,benign,benign
0,3,1,284,0.060905,0.939095,malignant,malignant
0,3,1,392,0.959398,0.040602,benign,benign
0,3,1,448,0.959398,0.040602,benign,benign
0,3,1,160,0.0305,0.9695,malignant,malignant
0,3,1,679,0.959398,0.040602,benign,benign
0,3,1,322,0.959398,0.040602,benign,benign
0,3,1,611,0.253242,0.746758,malignant,malignant
0,3,1,181,0.959398,0.040602,benign,benign
0,3,1,451,0.959398,0.040602,benign,benign
0,3,1,698,0.338013,0.661987,malignant,malignant
0,3,1,469,0.941855,0.058145,benign,benign
0,3,1,400,0.157778,0.842222,malignant,malignant
0,3,1,656,0.959398,0.040602,benign,benign
0,3,1,16,0.959398,0.040602,benign,benign
0,3,1,266,0.060905,0.939095,malignant,malignant
0,3,1,29,0.923341,0.076659,benign,benign
0,3,1,383,0.959398,0.040602,benign,benign
0,3,1,215,0.123522,0.876478,malignant,malignant
0,3,1,596,0.941855,0.058145,benign,benign
0,3,1,541,0.959398,0.040602,benign,benign
0,3,1,312,0.503528,0.496472,benign,malignant
0,3,1,616,0.959398,0.040602,benign,benign
0,3,1,313,0.959398,0.040602,benign,benign
0,3,1,358,0.24331,0.75669,malignant,malignant
0,3,1,606,0.959398,0.040602,benign,benign
0,3,1,481,0.823085,0.176915,benign,benign
0,3,1,300,0.204252,0.795748,malignant,malignant
0,3,1,119,0.936779,0.063221,benign,benign
0,3,1,478,0.936779,0.063221,benign,benign
0,3,1,105,0.600671,0.399329,benign,malignant
0,3,1,388,0.93277,0.06723,benign,benign
0,3,1,563,0.959398,0.040602,benign,benign
0,3,1,282,0.083277,0.916723,malignant,malignant
0,3,1,472,0.959398,0.040602,benign,benign
0,3,1,597,0.923341,0.076659,benign,benign
0,3,1,353,0.095241,0.904759,malignant,malignant
0,3,1,219,0.867785,0.132215,benign,benign
0,3,1,2,0.959398,0.040602,benign,benign
0,3,1,435,0.0305,0.9695,malignant,malignant
0,3,1,439,0.959398,0.040602,benign,benign
0,3,1,183,0.009512,0.990488,malignant,malignant
0,3,1,327,0.959398,0.040602,benign,benign
0,3,1,579,0.959398,0.040602,benign,benign
0,3,1,626,0.411953,0.588047,malignant,malignant
0,3,1,498,0.959398,0.040602,benign,benign
0,3,1,35,0.959398,0.040602,benign,benign
0,3,1,440,0.076179,0.923821,malignant,malignant
0,3,1,377,0.959398,0.040602,benign,benign
0,3,1,135,0.928603,0.071397,benign,benign
0,3,1,610,0.076179,0.923821,malignant,malignant
0,3,1,543,0.959398,0.040602,benign,benign
0,3,1,618,0.959398,0.040602,benign,benign
0,3,1,668,0.529059,0.470941,benign,malignant
0,3,1,185,0.959398,0.040602,benign,benign
0,3,1,350,0.959398,0.040602,benign,benign
0,3,1,487,0.009512,0.990488,malignant,malignant
0,3,2,666,0.910622,0.089378,benign,benign
0,3,2,34,0.979611,0.020389,benign,benign
0,3,2,155,0.523501,0.476499,benign,malignant
0,3,2,692,0.979611,0.020389,benign,benign
0,3,2,426,0.787641,0.212359,benign,benign
0,3,2,86,0.497731,0.502269,malignant,malignant
0,3,2,172,0.979611,0.020389,benign,benign
0,3,2,623,0.979611,0.020389,benign,benign
0,3,2,571,0.12694,0.87306,malignant,malignant
0,3,2,351,0.979611,0.020389,benign,benign
0,3,2,337,0.979611,0.020389,benign,benign
0,3,2,247,0.343623,0.656377,malignant,malignant
0,3,2,245,0.922361,0.077639,benign,benign
0,3,2,373,0.979611,0.020389,benign,benign
0,3,2,284,0.1574,0.8426,malignant,malignant
0,3,2,392,0.979611,0.020389,benign,benign
0,3,2,448,0.979611,0.020389,benign,benign
0,3,2,160,0.056395,0.943605,malignant,malignant
0,3,2,679,0.979611,0.020389,benign,benign
0,3,2,322,0.979611,0.020389,benign,benign
0,3,2,611,0.309989,0.690011,malignant,malignant
0,3,2,181,0.979611,0.020389,benign,benign
0,3,2,451,0.979611,0.020389,benign,benign
0,3,2,698,0.48659,0.51341,malignant,malignant
0,3,2,469,0.979611,0.020389,benign,benign
0,3,2,400,0.262488,0.737512,malignant,malignant
0,3,2,656,0.979611,0.020389,benign,benign
0,3,2,16,0.979611,0.020389,benign,benign
0,3,2,266,0.079058,0.920942,malignant,malignant
0,3,2,29,0.917388,0.082612,benign,benign
0,3,2,383,0.979611,0.020389,benign,benign
0,3,2,215,0.316049,0.683951,malignant,malignant
0,3,2,596,0.979611,0.020389,benign,benign
0,3,2,541,0.979611,0.020389,benign,benign
0,3,2,312,0.290592,0.709408,malignant,malignant
0,3,2,616,0.979611,0.020389,benign,benign
0,3,2,313,0.979611,0.020389,benign,benign
0,3,2,358,0.181235,0.818765,malignant,malignant
0,3,2,606,0.979611,0.020389,benign,benign
0,3,2,481,0.828424,0.171576,benign,benign
0,3,2,300,0.339313,0.660687,malignant,malignant
0,3,2,119,0.886924,0.113076,benign,benign
0,3,2,478,0.944174,0.055826,benign,benign
0,3,2,105,0.518596,0.481404,benign,malignant
0,3,2,388,0.944784,0.055216,benign,benign
0,3,2,563,0.979611,0.020389,benign,benign
0,3,2,282,0.170828,0.829172,malignant,malignant
0,3,2,472,0.959655,0.040345,benign,benign
0,3,2,597,0.917388,0.082612,benign,benign
0,3,2,353,0.212673,0.787327,malignant,malignant
0,3,2,219,0.897432,0.102568,benign,benign
0,3,2,2,0.922361,0.077639,benign,benign
0,3,2,435,0.117641,0.882359,malignant,malignant
0,3,2,439,0.979611,0.020389,benign,benign
0,3,2,183,0.12841,0.87159,malignant,malignant
0,3,2,327,0.979611,0.020389,benign,benign
0,3,2,579,0.979611,0.020389,benign,benign
0,3,2,626,0.354559,0.645441,malignant,malignant
0,3,2,498,0.979611,0.020389,benign,benign
0,3,2,35,0.979611,0.020389,benign,benign
0,3,2,440,0.115736,0.884264,malignant,malignant
0,3,2,377,0.979611,0.020389,benign,benign
0,3,2,135,0.887533,0.112467,benign,benign
0,3,2,610,0.066559,0.933441,malignant,malignant
0,3,2,543,0.979611,0.020389,benign,benign
0,3,2,618,0.979611,0.020389,benign,benign
0,3,2,668,0.557459,0.442541,benign,malignant
0,3,2,185,0.979611,0.020389,benign,benign
0,3,2,350,0.979611,0.020389,benign,benign
0,3,2,487,0.060131,0.939869,malignant,malignant
0,3,3,666,0.943315,0.056685,benign,benign
0,3,3,34,0.953294,0.046706,benign,benign
0,3,3,155,0.3767,0.6233,malignant,malignant
0,3,3,692,0.954412,0.045588,benign,benign
0,3,3,426,0.838426,0.161574,benign,benign
0,3,3,86,0.537262,0.462738,benign,malignant
0,3,3,172,0.954412,0.045588,benign,benign
0,3,3,623,0.954412,0.045588,benign,benign
0,3,3,571,0.091766,0.908234,malignant,malignant
0,3,3,351,0.954412,0.045588,benign,benign
0,3,3,337,0.954412,0.045588,benign,benign
0,3,3,247,0.515678,0.484322,benign,malignant
0,3,3,245,0.918668,0.081332,benign,benign
0,3,3,373,0.954412,0.045588,benign,benign
0,3,3,284,0.240316,0.759684,malignant,malignant
0,3,3,392,0.954412,0.045588,benign,benign
0,3,3,448,0.954412,0.045588,benign,benign
0,3,3,160,0.088591,0.911409,malignant,malignant
0,3,3,679,0.954412,0.045588,benign,benign
0,3,3,322,0.954412,0.045588,benign,benign
0,3,3,611,0.215239,0.784761,malignant,malignant
0,3,3,181,0.954412,0.045588,benign,benign
0,3,3,451,0.954412,0.045588,benign,benign
0,3,3,698,0.339828,0.660172,malignant,malignant
0,3,3,469,0.953294,0.046706,benign,benign
0,3,3,400,0.274424,0.725576,malignant,malignant
0,3,3,656,0.954412,0.045588,benign,benign
0,3,3,16,0.954412,0.045588,benign,benign
0,3,3,266,0.190063,0.809937,malignant,malignant
0,3,3,29,0.953294,0.046706,benign,benign
0,3,3,383,0.954412,0.045588,benign,benign
0,3,3,215,0.3095,0.6905,malignant,malignant
0,3,3,596,0.953294,0.046706,benign,benign
0,3,3,541,0.954412,0.045588,benign,benign
0,3,3,312,0.348908,0.651092,malignant,malignant
0,3,3,616,0.954412,0.045588,benign,benign
0,3,3,313,0.954412,0.045588,benign,benign
0,3,3,358,0.330923,0.669077,malignant,malignant
0,3,3,606,0.954412,0.045588,benign,benign
0,3,3,481,0.866392,0.133608,benign,benign
0,3,3,300,0.193038,0.806962,malignant,malignant
0,3,3,119,0.908689,0.091311,benign,benign
0,3,3,478,0.944432,0.055568,benign,benign
0,3,3,105,0.435804,0.564196,malignant,malignant
0,3,3,388,0.882862,0.117138,benign,benign
0,3,3,563,0.954412,0.045588,benign,benign
0,3,3,282,0.180803,0.819197,malignant,malignant
0,3,3,472,0.953539,0.046461,benign,benign
0,3,3,597,0.953294,0.046706,benign,benign
0,3,3,353,0.176716,0.823284,malignant,malignant
0,3,3,219,0.900041,0.099959,benign,benign
0,3,3,2,0.918668,0.081332,benign,benign
0,3,3,435,0.1778,0.8222,malignant,malignant
0,3,3,439,0.954412,0.045588,benign,benign
0,3,3,183,0.140549,0.859451,malignant,malignant
0,3,3,327,0.954412,0.045588,benign,benign
0,3,3,579,0.954412,0.045588,benign,benign
0,3,3,626,0.350084,0.649916,malignant,malignant
0,3,3,498,0.954412,0.045588,benign,benign
0,3,3,35,0.954412,0.045588,benign,benign
0,3,3,440,0.259547,0.740453,malignant,malignant
0,3,3,377,0.954412,0.045588,benign,benign
0,3,3,135,0.700917,0.299083,benign,benign
0,3,3,610,0.203137,0.796863,malignant,malignant
0,3,3,543,0.954412,0.045588,benign,benign
0,3,3,618,0.954412,0.045588,benign,benign
0,3,3,668,0.31406,0.68594,malignant,malignant
0,3,3,185,0.954412,0.045588,benign,benign
0,3,3,350,0.954412,0.045588,benign,benign
0,3,3,487,0.108426,0.891574,malignant,malignant
0,3,4,666,0.859635,0.140365,benign,benign
0,3,4,34,0.897442,0.102558,benign,benign
0,3,4,155,0.351411,0.648589,malignant,malignant
0,3,4,692,0.93033,0.06967,benign,benign
0,3,4,426,0.667904,0.332096,benign,benign
0,3,4,86,0.523932,0.476068,benign,malignant
0,3,4,172,0.93033,0.06967,benign,benign
0,3,4,623,0.93033,0.06967,benign,benign
0,3,4,571,0.097476,0.902524,malignant,malignant
0,3,4,351,0.93033,0.06967,benign,benign
0,3,4,337,0.93033,0.06967,benign,benign
0,3,4,247,0.348209,0.651791,malignant,malignant
0,3,4,245,0.877985,0.122015,benign,benign
0,3,4,373,0.93033,0.06967,benign,benign
0,3,4,284,0.180257,0.819743,malignant,malignant
0,3,4,392,0.93033,0.06967,benign,benign
0,3,4,448,0.927078,0.072922,benign,benign
0,3,4,160,0.13169,0.86831,malignant,malignant
0,3,4,679,0.93033,0.06967,benign,benign
0,3,4,322,0.93033,0.06967,benign,benign
0,3,4,611,0.150023,0.849977,malignant,malignant
0,3,4,181,0.93033,0.06967,benign,benign
0,3,4,451,0.93033,0.06967,benign,benign
0,3,4,698,0.266599,0.733401,malignant,malignant
0,3,4,469,0.897442,0.102558,benign,benign
0,3,4,400,0.186325,0.813675,malignant,malignant
0,3,4,656,0.93033,0.06967,benign,benign
0,3,4,16,0.93033,0.06967,benign,benign
0,3,4,266,0.144379,0.855621,malignant,malignant
0,3,4,29,0.869399,0.130601,benign,benign
0,3,4,383,0.93033,0.06967,benign,benign
0,3,4,215,0.21189,0.78811,malignant,malignant
0,3,4,596,0.897442,0.102558,benign,benign
0,3,4,541,0.93033,0.06967,benign,benign
0,3,4,312,0.283288,0.716712,malignant,malignant
0,3,4,616,0.93033,0.06967,benign,benign
0,3,4,313,0.93033,0.06967,benign,benign
0,3,4,358,0.193299,0.806701,malignant,malignant
0,3,4,606,0.93033,0.06967,benign,benign
0,3,4,481,0.693684,0.306316,benign,benign
0,3,4,300,0.194561,0.805439,malignant,malignant
0,3,4,119,0.840178,0.159822,benign,benign
0,3,4,478,0.892523,0.107477,benign,benign
0,3,4,105,0.476907,0.523093,malignant,malignant
0,3,4,388,0.93033,0.06967,benign,benign
0,3,4,563,0.93033,0.06967,benign,benign
0,3,4,282,0.185873,0.814127,malignant,malignant
0,3,4,472,0.886515,0.113485,benign,benign
0,3,4,597,0.869399,0.130601,benign,benign
0,3,4,353,0.199601,0.800399,malignant,malignant
0,3,4,219,0.841418,0.158582,benign,benign
0,3,4,2,0.877985,0.122015,benign,benign
0,3,4,435,0.13169,0.86831,malignant,malignant
0,3,4,439,0.93033,0.06967,benign,benign
0,3,4,183,0.085095,0.914905,malignant,malignant
0,3,4,327,0.93033,0.06967,benign,benign
0,3,4,579,0.93033,0.06967,benign,benign
0,3,4,626,0.201089,0.798911,malignant,malignant
0,3,4,498,0.93033,0.06967,benign,benign
0,3,4,35,0.93033,0.06967,benign,benign
0,3,4,440,0.167856,0.832144,malignant,malignant
0,3,4,377,0.927078,0.072922,benign,benign
0,3,4,135,0.828865,0.171135,benign,benign
0,3,4,610,0.099919,0.900081,malignant,malignant
0,3,4,543,0.93033,0.06967,benign,benign
0,3,4,618,0.93033,0.06967,benign,benign
0,3,4,668,0.195128,0.804872,malignant,malignant
0,3,4,185,0.927078,0.072922,benign,benign
0,3,4,350,0.93033,0.06967,benign,benign
0,3,4,487,0.080063,0.919937,malignant,malignant
0,3,5,666,0.872381,0.127619,benign,benign
0,3,5,34,0.965218,0.034782,benign,benign
0,3,5,155,0.340494,0.659506,malignant,malignant
0,3,5,692,0.981936,0.018064,benign,benign
0,3,5,426,0.626942,0.373058,benign,benign
0,3,5,86,0.518204,0.481796,benign,malignant
0,3,5,172,0.981936,0.018064,benign,benign
0,3,5,623,0.981936,0.018064,benign,benign
0,3,5,571,0.095124,0.904876,malignant,malignant
0,3,5,351,0.981936,0.018064,benign,benign
0,3,5,337,0.981936,0.018064,benign,benign
0,3,5,247,0.390351,0.609649,malignant,malignant
0,3,5,245,0.981936,0.018064,benign,benign
0,3,5,373,0.981936,0.018064,benign,benign
0,3,5,284,0.258324,0.741676,malignant,malignant
0,3,5,392,0.981936,0.018064,benign,benign
0,3,5,448,0.981936,0.018064,benign,benign
0,3,5,160,0.143573,0.856427,malignant,malignant
0,3,5,679,0.981936,0.018064,benign,benign
0,3,5,322,0.981936,0.018064,benign,benign
0,3,5,611,0.176479,0.823521,malignant,malignant
0,3,5,181,0.981936,0.018064,benign,benign
0,3,5,451,0.981936,0.018064,benign,benign
0,3,5,698,0.276262,0.723738,malignant,malignant
0,3,5,469,0.965218,0.034782,benign,benign
0,3,5,400,0.167094,0.832906,malignant,malignant
0,3,5,656,0.981936,0.018064,benign,benign
0,3,5,16,0.981936,0.018064,benign,benign
0,3,5,266,0.172377,0.827623,malignant,malignant
0,3,5,29,0.952235,0.047765,benign,benign
0,3,5,383,0.981936,0.018064,benign,benign
0,3,5,215,0.222354,0.777646,malignant,malignant
0,3,5,596,0.965218,0.034782,benign,benign
0,3,5,541,0.981936,0.018064,benign,benign
0,3,5,312,0.310577,0.689423,malignant,malignant
0,3,5,616,0.981936,0.018064,benign,benign
0,3,5,313,0.981936,0.018064,benign,benign
0,3,5,358,0.220216,0.779784,malignant,malignant
0,3,5,606,0.981936,0.018064,benign,benign
0,3,5,481,0.77093,0.22907,benign,benign
0,3,5,300,0.268682,0.731318,malignant,malignant
0,3,5,119,0.982291,0.017709,benign,benign
0,3,5,478,0.982291,0.017709,benign,benign
0,3,5,105,0.496172,0.503828,malignant,malignant
0,3,5,388,0.981936,0.018064,benign,benign
0,3,5,563,0.981936,0.018064,benign,benign
0,3,5,282,0.174139,0.825861,malignant,malignant
0,3,5,472,0.981936,0.018064,benign,benign
0,3,5,597,0.915229,0.084771,benign,benign
0,3,5,353,0.191002,0.808998,malignant,malignant
0,3,5,219,0.915229,0.084771,benign,benign
0,3,5,2,0.981936,0.018064,benign,benign
0,3,5,435,0.192307,0.807693,malignant,malignant
0,3,5,439,0.981936,0.018064,benign,benign
0,3,5,183,0.051821,0.948179,malignant,malignant
0,3,5,327,0.981936,0.018064,benign,benign
0,3,5,579,0.981936,0.018064,benign,benign
0,3,5,626,0.383558,0.616442,malignant,malignant
0,3,5,498,0.981936,0.018064,benign,benign
0,3,5,35,0.981936,0.018064,benign,benign
0,3,5,440,0.043747,0.956253,malignant,malignant
0,3,5,377,0.981936,0.018064,benign,benign
0,3,5,135,0.940651,0.059349,benign,benign
0,3,5,610,0.043747,0.956253,malignant,malignant
0,3,5,543,0.981936,0.018064,benign,benign
0,3,5,618,0.981936,0.018064,benign,benign
0,3,5,668,0.379276,0.620724,malignant,malignant
0,3,5,185,0.981936,0.018064,benign,benign
0,3,5,350,0.981936,0.018064,benign,benign
0,3,5,487,0.043206,0.956794,malignant,malignant
0,3,6,666,0.756048,0.243952,benign,benign
0,3,6,34,0.991871,0.008129,benign,benign
0,3,6,155,0.513826,0.486174,benign,malignant
0,3,6,692,0.991871,0.008129,benign,benign
0,3,6,426,0.95897,0.04103,benign,benign
0,3,6,86,0.580556,0.419444,benign,malignant
0,3,6,172,0.991871,0.008129,benign,benign
0,3,6,623,0.991871,0.008129,benign,benign
0,3,6,571,0.015504,0.984496,malignant,malignant
0,3,6,351,0.991871,0.008129,benign,benign
0,3,6,337,0.991871,0.008129,benign,benign
0,3,6,247,0.522727,0.477273,benign,malignant
0,3,6,245,0.991871,0.008129,benign,benign
0,3,6,373,0.991871,0.008129,benign,benign
0,3,6,284,0.053977,0.946023,malignant,malignant
0,3,6,392,0.991871,0.008129,benign,benign
0,3,6,448,0.991871,0.008129,benign,benign
0,3,6,160,0.03965,0.96035,malignant,malignant
0,3,6,679,0.991871,0.008129,benign,benign
0,3,6,322,0.991871,0.008129,benign,benign
0,3,6,611,0.015504,0.984496,malignant,malignant
0,3,6,181,0.991871,0.008129,benign,benign
0,3,6,451,0.991871,0.008129,benign,benign
0,3,6,698,0.015504,0.984496,malignant,malignant
0,3,6,469,0.991871,0.008129,benign,benign
0,3,6,400,0.015504,0.984496,malignant,malignant
0,3,6,656,0.991871,0.008129,benign,benign
0,3,6,16,0.991871,0.008129,benign,benign
0,3,6,266,0.03965,0.96035,malignant,malignant
0,3,6,29,0.991871,0.008129,benign,benign
0,3,6,383,0.991871,0.008129,benign,benign
0,3,6,215,0.07891,0.92109,malignant,malignant
0,3,6,596,0.991871,0.008129,benign,benign
0,3,6,541,0.991871,0.008129,benign,benign
0,3,6,312,0.046754,0.953246,malignant,malignant
0,3,6,616,0.991871,0.008129,benign,benign
0,3,6,313,0.991871,0.008129,benign,benign
0,3,6,358,0.07891,0.92109,malignant,malignant
0,3,6,606,0.991871,0.008129,benign,benign
0,3,6,481,0.991871,0.008129,benign,benign
0,3,6,300,0.022727,0.977273,malignant,malignant
0,3,6,119,0.991871,0.008129,benign,benign
0,3,6,478,0.991871,0.008129,benign,benign
0,3,6,105,0.40368,0.59632,malignant,malignant
0,3,6,388,0.991871,0.008129,benign,benign
0,3,6,563,0.991871,0.008129,benign,benign
0,3,6,282,0.5,0.5,benign,malignant
0,3,6,472,0.991871,0.008129,benign,benign
0,3,6,597,0.991871,0.008129,benign,benign
0,3,6,353,0.477042,0.522958,malignant,malignant
0,3,6,219,0.991871,0.008129,benign,benign
0,3,6,2,0.991871,0.008129,benign,benign
0,3,6,435,0.015504,0.984496,malignant,malignant
0,3,6,439,0.991871,0.008129,benign,benign
0,3,6,183,0.015504,0.984496,malignant,malignant
0,3,6,327,0.991871,0.008129,benign,benign
0,3,6,579,0.991871,0.008129,benign,benign
0,3,6,626,0.015504,0.984496,malignant,malignant
0,3,6,498,0.991871,0.008129,benign,benign
0,3,6,35,0.991871,0.008129,benign,benign
0,3,6,440,0.428571,0.571429,malignant,malignant
0,3,6,377,0.991871,0.008129,benign,benign
0,3,6,135,0.521326,0.478674,benign,benign
0,3,6,610,0.428571,0.571429,malignant,malignant
0,3,6,543,0.991871,0.008129,benign,benign
0,3,6,618,0.991871,0.008129,benign,benign
0,3,6,668,0.144075,0.855925,malignant,malignant
0,3,6,185,0.991871,0.008129,benign,benign
0,3,6,350,0.991871,0.008129,benign,benign
0,3,6,487,0.015504,0.984496,malignant,malignant
0,3,7,666,0.932721,0.067279,benign,benign
0,3,7,34,0.994998,0.005002,benign,benign
0,3,7,155,0.049244,0.950756,malignant,malignant
0,3,7,692,0.994998,0.005002,benign,benign
0,3,7,426,0.737585,0.262415,benign,benign
0,3,7,86,0.283444,0.716556,malignant,malignant
0,3,7,172,0.994998,0.005002,benign,benign
0,3,7,623,0.994998,0.005002,benign,benign
0,3,7,571,0.024761,0.975239,malignant,malignant
0,3,7,351,0.994998,0.005002,benign,benign
0,3,7,337,0.994998,0.005002,benign,benign
0,3,7,247,0.340943,0.659057,malignant,malignant
0,3,7,245,0.993341,0.006659,benign,benign
0,3,7,373,0.994998,0.005002,benign,benign
0,3,7,284,0.050501,0.949499,malignant,malignant
0,3,7,392,0.994998,0.005002,benign,benign
0,3,7,448,0.994998,0.005002,benign,benign
0,3,7,160,0.024761,0.975239,malignant,malignant
0,3,7,679,0.994998,0.005002,benign,benign
0,3,7,322,0.994998,0.005002,benign,benign
0,3,7,611,0.015939,0.984061,malignant,malignant
0,3,7,181,0.994998,0.005002,benign,benign
0,3,7,451,0.994998,0.005002,benign,benign
0,3,7,698,0.269285,0.730715,malignant,malignant
0,3,7,469,0.994998,0.005002,benign,benign
0,3,7,400,0.127891,0.872109,malignant,malignant
0,3,7,656,0.994998,0.005002,benign,benign
0,3,7,16,0.994998,0.005002,benign,benign
0,3,7,266,0.024761,0.975239,malignant,malignant
0,3,7,29,0.920879,0.079121,benign,benign
0,3,7,383,0.994998,0.005002,benign,benign
0,3,7,215,0.14715,0.85285,malignant,malignant
0,3,7,596,0.994998,0.005002,benign,benign
0,3,7,541,0.994998,0.005002,benign,benign
0,3,7,312,0.162662,0.837338,malignant,malignant
0,3,7,616,0.994998,0.005002,benign,benign
0,3,7,313,0.994998,0.005002,benign,benign
0,3,7,358,0.148534,0.851466,malignant,malignant
0,3,7,606,0.994998,0.005002,benign,benign
0,3,7,481,0.790939,0.209061,benign,benign
0,3,7,300,0.079943,0.920057,malignant,malignant
0,3,7,119,0.931065,0.068935,benign,benign
0,3,7,478,0.932721,0.067279,benign,benign
0,3,7,105,0.561598,0.438402,benign,malignant
0,3,7,388,0.994998,0.005002,benign,benign
0,3,7,563,0.994998,0.005002,benign,benign
0,3,7,282,0.019228,0.980772,malignant,malignant
0,3,7,472,0.98898,0.01102,benign,benign
0,3,7,597,0.920879,0.079121,benign,benign
0,3,7,353,0.024639,0.975361,malignant,malignant
0,3,7,219,0.914861,0.085139,benign,benign
0,3,7,2,0.993341,0.006659,benign,benign
0,3,7,435,0.024761,0.975239,malignant,malignant
0,3,7,439,0.994998,0.005002,benign,benign
0,3,7,183,0.024639,0.975361,malignant,malignant
0,3,7,327,0.994998,0.005002,benign,benign
0,3,7,579,0.994998,0.005002,benign,benign
0,3,7,626,0.506368,0.493632,benign,malignant
0,3,7,498,0.994998,0.005002,benign,benign
0,3,7,35,0.994998,0.005002,benign,benign
0,3,7,440,0.019228,0.980772,malignant,malignant
0,3,7,377,0.994998,0.005002,benign,benign
0,3,7,135,0.867089,0.132911,benign,benign
0,3,7,610,0.019228,0.980772,malignant,malignant
0,3,7,543,0.994998,0.005002,benign,benign
0,3,7,618,0.994998,0.005002,benign,benign
0,3,7,668,0.319537,0.680463,malignant,malignant
0,3,7,185,0.994998,0.005002,benign,benign
0,3,7,350,0.994998,0.005002,benign,benign
0,3,7,487,0.024639,0.975361,malignant,malignant
0,4,0,235,0.738316,0.261684,benign,benign
0,4,0,459,0.876645,0.123355,benign,benign
0,4,0,523,0.056318,0.943682,malignant,malignant
0,4,0,90,0.944361,0.055639,benign,benign
0,4,0,13,0.919431,0.080569,benign,benign
0,4,0,14,0.087759,0.912241,malignant,malignant
0,4,0,95,0.944361,0.055639,benign,benign
0,4,0,631,0.966506,0.033494,benign,benign
0,4,0,174,0.188422,0.811578,malignant,malignant
0,4,0,129,0.96893,0.03107,benign,benign
0,4,0,287,0.966506,0.033494,benign,benign
0,4,0,49,0.231092,0.768908,malignant,malignant
0,4,0,198,0.966506,0.033494,benign,benign
0,4,0,669,0.098163,0.901837,malignant,malignant
0,4,0,257,0.966506,0.033494,benign,benign
0,4,0,634,0.966506,0.033494,benign,benign
0,4,0,103,0.591384,0.408616,benign,malignant
0,4,0,363,0.601116,0.398884,benign,benign
0,4,0,390,0.966506,0.033494,benign,benign
0,4,0,253,0.166801,0.833199,malignant,malignant
0,4,0,560,0.944361,0.055639,benign,benign
0,4,0,655,0.966506,0.033494,benign,benign
0,4,0,132,0.066529,0.933471,malignant,malignant
0,4,0,252,0.275045,0.724955,malignant,benign
0,4,0,297,0.535175,0.464825,benign,benign
0,4,0,159,0.083629,0.916371,malignant,malignant
0,4,0,528,0.807597,0.192403,benign,benign
0,4,0,503,0.944361,0.055639,benign,benign
0,4,0,349,0.503615,0.496385,benign,malignant
0,4,0,578,0.966506,0.033494,benign,benign
0,4,0,550,0.966506,0.033494,benign,benign
0,4,0,251,0.042283,0.957717,malignant,malignant
0,4,0,6,0.557068,0.442932,benign,benign
0,4,0,672,0.944361,0.055639,benign,benign
0,4,0,590,0.516885,0.483115,benign,malignant
0,4,0,120,0.912542,0.087458,benign,benign
0,4,0,674,0.966506,0.033494,benign,benign
0,4,0,594,0.239541,0.760459,malignant,malignant
0,4,0,78,0.919431,0.080569,benign,benign
0,4,0,458,0.934687,0.065313,benign,benign
0,4,0,295,0.056318,0.943682,malignant,malignant
0,4,0,649,0.966506,0.033494,benign,benign
0,4,0,87,0.226531,0.773469,malignant,malignant
0,4,0,88,0.944361,0.055639,benign,benign
0,4,0,614,0.966506,0.033494,benign,benign
0,4,0,570,0.121756,0.878244,malignant,malignant
0,4,0,601,0.966506,0.033494,benign,benign
0,4,0,76,0.911169,0.088831,benign,benign
0,4,0,52,0.347491,0.652509,malignant,malignant
0,4,0,372,0.934687,0.065313,benign,benign
0,4,0,194,0.944361,0.055639,benign,benign
0,4,0,167,0.395077,0.604923,malignant,malignant
0,4,0,625,0.673,0.327,benign,benign
0,4,0,682,0.902332,0.097668,benign,benign
0,4,0,565,0.03168,0.96832,malignant,malignant
0,4,0,28,0.966506,0.033494,benign,benign
0,4,0,538,0.966506,0.033494,benign,benign
0,4,0,386,0.188422,0.811578,malignant,malignant
0,4,0,61,0.941576,0.058424,benign,benign
0,4,0,642,0.966506,0.033494,benign,benign
0,4,0,288,0.493636,0.506364,malignant,malignant
0,4,0,473,0.966506,0.033494,benign,benign
0,4,0,26,0.938052,0.061948,benign,benign
0,4,0,586,0.03168,0.96832,malignant,malignant
0,4,0,520,0.966506,0.033494,benign,benign
0,4,0,613,0.928329,0.071671,benign,benign
0,4,0,268,0.269257,0.730743,malignant,malignant
0,4,0,80,0.84805,0.15195,benign,benign
0,4,0,342,0.966506,0.033494,benign,benign
0,4,0,177,0.602313,0.397687,benign,malignant
0,4,1,235,0.789855,0.210145,benign,benign
0,4,1,459,0.923341,0.076659,benign,benign
0,4,1,523,0.043833,0.956167,malignant,malignant
0,4,1,90,0.959398,0.040602,benign,benign
0,4,1,13,0.925436,0.074564,benign,benign
0,4,1,14,0.02747,0.97253,malignant,malignant
0,4,1,95,0.959398,0.040602,benign,benign
0,4,1,631,0.959398,0.040602,benign,benign
0,4,1,174,0.097166,0.902834,malignant,malignant
0,4,1,129,0.805949,0.194051,benign,benign
0,4,1,287,0.925164,0.074836,benign,benign
0,4,1,49,0.153928,0.846072,malignant,malignant
0,4,1,198,0.959398,0.040602,benign,benign
0,4,1,669,0.181423,0.818577,malignant,malignant
0,4,1,257,0.959398,0.040602,benign,benign
0,4,1,634,0.959398,0.040602,benign,benign
0,4,1,103,0.663301,0.336699,benign,malignant
0,4,1,363,0.744483,0.255517,benign,benign
0,4,1,390,0.959398,0.040602,benign,benign
0,4,1,253,0.009512,0.990488,malignant,malignant
0,4,1,560,0.959398,0.040602,benign,benign
0,4,1,655,0.959398,0.040602,benign,benign
0,4,1,132,0.057202,0.942798,malignant,malignant
0,4,1,252,0.168583,0.831417,malignant,benign
0,4,1,297,0.585968,0.414032,benign,benign
0,4,1,159,0.009512,0.990488,malignant,malignant
0,4,1,528,0.867785,0.132215,benign,benign
0,4,1,503,0.959398,0.040602,benign,benign
0,4,1,349,0.455461,0.544539,malignant,malignant
0,4,1,578,0.959398,0.040602,benign,benign
0,4,1,550,0.959398,0.040602,benign,benign
0,4,1,251,0.0305,0.9695,malignant,malignant
0,4,1,6,0.419903,0.580097,malignant,benign
0,4,1,672,0.959398,0.040602,benign,benign
0,4,1,590,0.349255,0.650745,malignant,malignant
0,4,1,120,0.941855,0.058145,benign,benign
0,4,1,674,0.959398,0.040602,benign,benign
0,4,1,594,0.060547,0.939453,malignant,malignant
0,4,1,78,0.925436,0.074564,benign,benign
0,4,1,458,0.941855,0.058145,benign,benign
0,4,1,295,0.022845,0.977155,malignant,malignant
0,4,1,649,0.959398,0.040602,benign,benign
0,4,1,87,0.172446,0.827554,malignant,malignant
0,4,1,88,0.959398,0.040602,benign,benign
0,4,1,614,0.959398,0.040602,benign,benign
0,4,1,570,0.009512,0.990488,malignant,malignant
0,4,1,601,0.959398,0.040602,benign,benign
0,4,1,76,0.923341,0.076659,benign,benign
0,4,1,52,0.348202,0.651798,malignant,malignant
0,4,1,372,0.941855,0.058145,benign,benign
0,4,1,194,0.959398,0.040602,benign,benign
0,4,1,167,0.309625,0.690375,malignant,malignant
0,4,1,625,0.788478,0.211522,benign,benign
0,4,1,682,0.93277,0.06723,benign,benign
0,4,1,565,0.009512,0.990488,malignant,malignant
0,4,1,28,0.959398,0.040602,benign,benign
0,4,1,538,0.959398,0.040602,benign,benign
0,4,1,386,0.020623,0.979377,malignant,malignant
0,4,1,61,0.959398,0.040602,benign,benign
0,4,1,642,0.959398,0.040602,benign,benign
0,4,1,288,0.486271,0.513729,malignant,malignant
0,4,1,473,0.959398,0.040602,benign,benign
0,4,1,26,0.936779,0.063221,benign,benign
0,4,1,586,0.009512,0.990488,malignant,malignant
0,4,1,520,0.925164,0.074836,benign,benign
0,4,1,613,0.860482,0.139518,benign,benign
0,4,1,268,0.228671,0.771329,malignant,malignant
0,4,1,80,0.924935,0.075065,benign,benign
0,4,1,342,0.959398,0.040602,benign,benign
0,4,1,177,0.313504,0.686496,malignant,malignant
0,4,2,235,0.802484,0.197516,benign,benign
0,4,2,459,0.917388,0.082612,benign,benign
0,4,2,523,0.169558,0.830442,malignant,malignant
0,4,2,90,0.979611,0.020389,benign,benign
0,4,2,13,0.852612,0.147388,benign,benign
0,4,2,14,0.187008,0.812992,malignant,malignant
0,4,2,95,0.979611,0.020389,benign,benign
0,4,2,631,0.979611,0.020389,benign,benign
0,4,2,174,0.238545,0.761455,malignant,malignant
0,4,2,129,0.943461,0.056539,benign,benign
0,4,2,287,0.951433,0.048567,benign,benign
0,4,2,49,0.299024,0.700976,malignant,malignant
0,4,2,198,0.979611,0.020389,benign,benign
0,4,2,669,0.310253,0.689747,malignant,malignant
0,4,2,257,0.979611,0.020389,benign,benign
0,4,2,634,0.979611,0.020389,benign,benign
0,4,2,103,0.569333,0.430667,benign,malignant
0,4,2,363,0.701594,0.298406,benign,benign
0,4,2,390,0.979611,0.020389,benign,benign
0,4,2,253,0.130115,0.869885,malignant,malignant
0,4,2,560,0.979611,0.020389,benign,benign
0,4,2,655,0.979611,0.020389,benign,benign
0,4,2,132,0.153855,0.846145,malignant,malignant
0,4,2,252,0.391429,0.608571,malignant,benign
0,4,2,297,0.64415,0.35585,benign,benign
0,4,2,159,0.056395,0.943605,malignant,malignant
0,4,2,528,0.897432,0.102568,benign,benign
0,4,2,503,0.979611,0.020389,benign,benign
0,4,2,349,0.369416,0.630584,malignant,malignant
0,4,2,578,0.979611,0.020389,benign,benign
0,4,2,550,0.979611,0.020389,benign,benign
0,4,2,251,0.055178,0.944822,malignant,malignant
0,4,2,6,0.769364,0.230636,benign,benign
0,4,2,672,0.979611,0.020389,benign,benign
0,4,2,590,0.437088,0.562912,malignant,malignant
0,4,2,120,0.979611,0.020389,benign,benign
0,4,2,674,0.979611,0.020389,benign,benign
0,4,2,594,0.274171,0.725829,malignant,malignant
0,4,2,78,0.852612,0.147388,benign,benign
0,4,2,458,0.979611,0.020389,benign,benign
0,4,2,295,0.172733,0.827267,malignant,malignant
0,4,2,649,0.979611,0.020389,benign,benign
0,4,2,87,0.168603,0.831397,malignant,malignant
0,4,2,88,0.979611,0.020389,benign,benign
0,4,2,614,0.979611,0.020389,benign,benign
0,4,2,570,0.138811,0.861189,malignant,malignant
0,4,2,601,0.979611,0.020389,benign,benign
0,4,2,76,0.906277,0.093723,benign,benign
0,4,2,52,0.226145,0.773855,malignant,malignant
0,4,2,372,0.979611,0.020389,benign,benign
0,4,2,194,0.979611,0.020389,benign,benign
0,4,2,167,0.2828,0.7172,malignant,malignant
0,4,2,625,0.76221,0.23779,benign,benign
0,4,2,682,0.944784,0.055216,benign,benign
0,4,2,565,0.089922,0.910078,malignant,malignant
0,4,2,28,0.979611,0.020389,benign,benign
0,4,2,538,0.979611,0.020389,benign,benign
0,4,2,386,0.233196,0.766804,malignant,malignant
0,4,2,61,0.922361,0.077639,benign,benign
0,4,2,642,0.979611,0.020389,benign,benign
0,4,2,288,0.37277,0.62723,malignant,malignant
0,4,2,473,0.979611,0.020389,benign,benign
0,4,2,26,0.944174,0.055826,benign,benign
0,4,2,586,0.086748,0.913252,malignant,malignant
0,4,2,520,0.951433,0.048567,benign,benign
0,4,2,613,0.895091,0.104909,benign,benign
0,4,2,268,0.177397,0.822603,malignant,malignant
0,4,2,80,0.915114,0.084886,benign,benign
0,4,2,342,0.979611,0.020389,benign,benign
0,4,2,177,0.502379,0.497621,benign,malignant
0,4,3,235,0.895533,0.104467,benign,benign
0,4,3,459,0.953294,0.046706,benign,benign
0,4,3,523,0.077556,0.922444,malignant,malignant
0,4,3,90,0.954412,0.045588,benign,benign
0,4,3,13,0.918668,0.081332,benign,benign
0,4,3,14,0.280126,0.719874,malignant,malignant
0,4,3,95,0.954412,0.045588,benign,benign
0,4,3,631,0.954412,0.045588,benign,benign
0,4,3,174,0.195084,0.804916,malignant,malignant
0,4,3,129,0.913027,0.086973,benign,benign
0,4,3,287,0.913027,0.086973,benign,benign
0,4,3,49,0.337708,0.662292,malignant,malignant
0,4,3,198,0.954412,0.045588,benign,benign
0,4,3,669,0.203822,0.796178,malignant,malignant
0,4,3,257,0.954412,0.045588,benign,benign
0,4,3,634,0.954412,0.045588,benign,benign
0,4,3,103,0.521107,0.478893,benign,malignant
0,4,3,363,0.897315,0.102685,benign,benign
0,4,3,390,0.954412,0.045588,benign,benign
0,4,3,253,0.097322,0.902678,malignant,malignant
0,4,3,560,0.954412,0.045588,benign,benign
0,4,3,655,0.954412,0.045588,benign,benign
0,4,3,132,0.12643,0.87357,malignant,malignant
0,4,3,252,0.239173,0.760827,malignant,benign
0,4,3,297,0.62493,0.37507,benign,benign
0,4,3,159,0.091766,0.908234,malignant,malignant
0,4,3,528,0.900041,0.099959,benign,benign
0,4,3,503,0.954412,0.045588,benign,benign
0,4,3,349,0.31429,0.68571,malignant,malignant
0,4,3,578,0.954412,0.045588,benign,benign
0,4,3,550,0.954412,0.045588,benign,benign
0,4,3,251,0.06278,0.93722,malignant,malignant
0,4,3,6,0.69208,0.30792,benign,benign
0,4,3,672,0.954412,0.045588,benign,benign
0,4,3,590,0.324171,0.675829,malignant,malignant
0,4,3,120,0.953294,0.046706,benign,benign
0,4,3,674,0.954412,0.045588,benign,benign
0,4,3,594,0.272677,0.727323,malignant,malignant
0,4,3,78,0.918668,0.081332,benign,benign
0,4,3,458,0.953294,0.046706,benign,benign
0,4,3,295,0.140549,0.859451,malignant,malignant
0,4,3,649,0.954412,0.045588,benign,benign
0,4,3,87,0.137375,0.862625,malignant,malignant
0,4,3,88,0.954412,0.045588,benign,benign
0,4,3,614,0.954412,0.045588,benign,benign
0,4,3,570,0.202495,0.797505,malignant,malignant
0,4,3,601,0.954412,0.045588,benign,benign
0,4,3,76,0.953294,0.046706,benign,benign
0,4,3,52,0.360288,0.639712,malignant,malignant
0,4,3,372,0.953294,0.046706,benign,benign
0,4,3,194,0.954412,0.045588,benign,benign
0,4,3,167,0.401286,0.598714,malignant,malignant
0,4,3,625,0.797957,0.202043,benign,benign
0,4,3,682,0.882862,0.117138,benign,benign
0,4,3,565,0.08073,0.91927,malignant,malignant
0,4,3,28,0.954412,0.045588,benign,benign
0,4,3,538,0.954412,0.045588,benign,benign
0,4,3,386,0.20153,0.79847,malignant,malignant
0,4,3,61,0.918668,0.081332,benign,benign
0,4,3,642,0.954412,0.045588,benign,benign
0,4,3,288,0.437182,0.562818,malignant,malignant
0,4,3,473,0.954412,0.045588,benign,benign
0,4,3,26,0.944432,0.055568,benign,benign
0,4,3,586,0.08073,0.91927,malignant,malignant
0,4,3,520,0.913027,0.086973,benign,benign
0,4,3,613,0.934176,0.065824,benign,benign
0,4,3,268,0.191739,0.808261,malignant,malignant
0,4,3,80,0.820728,0.179272,benign,benign
0,4,3,342,0.954412,0.045588,benign,benign
0,4,3,177,0.386595,0.613405,malignant,malignant
0,4,4,235,0.817302,0.182698,benign,benign
0,4,4,459,0.892636,0.107364,benign,benign
0,4,4,523,0.198207,0.801793,malignant,malignant
0,4,4,90,0.961526,0.038474,benign,benign
0,4,4,13,0.863064,0.136936,benign,benign
0,4,4,14,0.243747,0.756253,malignant,malignant
0,4,4,95,0.961526,0.038474,benign,benign
0,4,4,631,0.961526,0.038474,benign,benign
0,4,4,174,0.166342,0.833658,malignant,malignant
0,4,4,129,0.888659,0.111341,benign,benign
0,4,4,287,0.888659,0.111341,benign,benign
0,4,4,49,0.317186,0.682814,malignant,malignant
0,4,4,198,0.961526,0.038474,benign,benign
0,4,4,669,0.005592,0.994408,malignant,malignant
0,4,4,257,0.961526,0.038474,benign,benign
0,4,4,634,0.961526,0.038474,benign,benign
0,4,4,103,0.671069,0.328931,benign,malignant
0,4,4,363,0.658548,0.341452,benign,benign
0,4,4,390,0.961526,0.038474,benign,benign
0,4,4,253,0.038773,0.961227,malignant,malignant
0,4,4,560,0.961526,0.038474,benign,benign
0,4,4,655,0.961526,0.038474,benign,benign
0,4,4,132,0.372725,0.627275,malignant,malignant
0,4,4,252,0.485832,0.514168,malignant,benign
0,4,4,297,0.502661,0.497339,benign,benign
0,4,4,159,0.015513,0.984487,malignant,malignant
0,4,4,528,0.892636,0.107364,benign,benign
0,4,4,503,0.961526,0.038474,benign,benign
0,4,4,349,0.348083,0.651917,malignant,malignant
0,4,4,578,0.961526,0.038474,benign,benign
0,4,4,550,0.961526,0.038474,benign,benign
0,4,4,251,0.167965,0.832035,malignant,malignant
0,4,4,6,0.736534,0.263466,benign,benign
0,4,4,672,0.961526,0.038474,benign,benign
0,4,4,590,0.358869,0.641131,malignant,malignant
0,4,4,120,0.930851,0.069149,benign,benign
0,4,4,674,0.961526,0.038474,benign,benign
0,4,4,594,0.117323,0.882677,malignant,malignant
0,4,4,78,0.863064,0.136936,benign,benign
0,4,4,458,0.930851,0.069149,benign,benign
0,4,4,295,0.038773,0.961227,malignant,malignant
0,4,4,649,0.961526,0.038474,benign,benign
0,4,4,87,0.201769,0.798231,malignant,malignant
0,4,4,88,0.961526,0.038474,benign,benign
0,4,4,614,0.961526,0.038474,benign,benign
0,4,4,570,0.210298,0.789702,malignant,malignant
0,4,4,601,0.961526,0.038474,benign,benign
0,4,4,76,0.892636,0.107364,benign,benign
0,4,4,52,0.196578,0.803422,malignant,malignant
0,4,4,372,0.930851,0.069149,benign,benign
0,4,4,194,0.961526,0.038474,benign,benign
0,4,4,167,0.349492,0.650508,malignant,malignant
0,4,4,625,0.724291,0.275709,benign,benign
0,4,4,682,0.910902,0.089098,benign,benign
0,4,4,565,0.015513,0.984487,malignant,malignant
0,4,4,28,0.961526,0.038474,benign,benign
0,4,4,538,0.961526,0.038474,benign,benign
0,4,4,386,0.149507,0.850493,malignant,malignant
0,4,4,61,0.884219,0.115781,benign,benign
0,4,4,642,0.961526,0.038474,benign,benign
0,4,4,288,0.33521,0.66479,malignant,malignant
0,4,4,473,0.961526,0.038474,benign,benign
0,4,4,26,0.961526,0.038474,benign,benign
0,4,4,586,0.015513,0.984487,malignant,malignant
0,4,4,520,0.888659,0.111341,benign,benign
0,4,4,613,0.932366,0.067634,benign,benign
0,4,4,268,0.123242,0.876758,malignant,malignant
0,4,4,80,0.912576,0.087424,benign,benign
0,4,4,342,0.961526,0.038474,benign,benign
0,4,4,177,0.196726,0.803274,malignant,malignant
0,4,5,235,0.801131,0.198869,benign,benign
0,4,5,459,0.938162,0.061838,benign,benign
0,4,5,523,0.119475,0.880525,malignant,malignant
0,4,5,90,0.955699,0.044301,benign,benign
0,4,5,13,0.81441,0.18559,benign,benign
0,4,5,14,0.35643,0.64357,malignant,malignant
0,4,5,95,0.955699,0.044301,benign,benign
0,4,5,631,0.955699,0.044301,benign,benign
0,4,5,174,0.09092,0.90908,malignant,malignant
0,4,5,129,0.871244,0.128756,benign,benign
0,4,5,287,0.871244,0.128756,benign,benign
0,4,5,49,0.368666,0.631334,malignant,malignant
0,4,5,198,0.955699,0.044301,benign,benign
0,4,5,669,0.238161,0.761839,malignant,malignant
0,4,5,257,0.955699,0.044301,benign,benign
0,4,5,634,0.955699,0.044301,benign,benign
0,4,5,103,0.569708,0.430292,benign,malignant
0,4,5,363,0.631729,0.368271,benign,benign
0,4,5,390,0.955699,0.044301,benign,benign
0,4,5,253,0.129677,0.870323,malignant,malignant
0,4,5,560,0.955699,0.044301,benign,benign
0,4,5,655,0.955699,0.044301,benign,benign
0,4,5,132,0.098285,0.901715,malignant,malignant
0,4,5,252,0.117421,0.882579,malignant,benign
0,4,5,297,0.47802,0.52198,malignant,benign
0,4,5,159,0.091017,0.908983,malignant,malignant
0,4,5,528,0.938162,0.061838,benign,benign
0,4,5,503,0.955699,0.044301,benign,benign
0,4,5,349,0.468642,0.531358,malignant,malignant
0,4,5,578,0.955699,0.044301,benign,benign
0,4,5,550,0.955699,0.044301,benign,benign
0,4,5,251,0.111085,0.888915,malignant,malignant
0,4,5,6,0.507193,0.492807,benign,benign
0,4,5,672,0.955699,0.044301,benign,benign
0,4,5,590,0.424009,0.575991,malignant,malignant
0,4,5,120,0.955699,0.044301,benign,benign
0,4,5,674,0.955699,0.044301,benign,benign
0,4,5,594,0.120559,0.879441,malignant,malignant
0,4,5,78,0.81441,0.18559,benign,benign
0,4,5,458,0.955699,0.044301,benign,benign
0,4,5,295,0.120559,0.879441,malignant,malignant
0,4,5,649,0.955699,0.044301,benign,benign
0,4,5,87,0.095393,0.904607,malignant,malignant
0,4,5,88,0.955699,0.044301,benign,benign
0,4,5,614,0.955699,0.044301,benign,benign
0,4,5,570,0.08705,0.91295,malignant,malignant
0,4,5,601,0.955699,0.044301,benign,benign
0,4,5,76,0.912602,0.087398,benign,benign
0,4,5,52,0.234388,0.765612,malignant,malignant
0,4,5,372,0.955699,0.044301,benign,benign
0,4,5,194,0.955699,0.044301,benign,benign
0,4,5,167,0.35157,0.64843,malignant,malignant
0,4,5,625,0.795641,0.204359,benign,benign
0,4,5,682,0.955699,0.044301,benign,benign
0,4,5,565,0.080224,0.919776,malignant,malignant
0,4,5,28,0.955699,0.044301,benign,benign
0,4,5,538,0.955699,0.044301,benign,benign
0,4,5,386,0.207189,0.792811,malignant,malignant
0,4,5,61,0.91695,0.08305,benign,benign
0,4,5,642,0.955699,0.044301,benign,benign
0,4,5,288,0.659357,0.340643,benign,malignant
0,4,5,473,0.955699,0.044301,benign,benign
0,4,5,26,0.876567,0.123433,benign,benign
0,4,5,586,0.084868,0.915132,malignant,malignant
0,4,5,520,0.871244,0.128756,benign,benign
0,4,5,613,0.781781,0.218219,benign,benign
0,4,5,268,0.275824,0.724176,malignant,malignant
0,4,5,80,0.876567,0.123433,benign,benign
0,4,5,342,0.955699,0.044301,benign,benign
0,4,5,177,0.320612,0.679388,malignant,malignant
0,4,6,235,0.795833,0.204167,benign,benign
0,4,6,459,0.934805,0.065195,benign,benign
0,4,6,523,0.068162,0.931838,malignant,malignant
0,4,6,90,0.985244,0.014756,benign,benign
0,4,6,13,0.91895,0.08105,benign,benign
0,4,6,14,0.257631,0.742369,malignant,malignant
0,4,6,95,0.985244,0.014756,benign,benign
0,4,6,631,0.985244,0.014756,benign,benign
0,4,6,174,0.069772,0.930228,malignant,malignant
0,4,6,129,0.901458,0.098542,benign,benign
0,4,6,287,0.901458,0.098542,benign,benign
0,4,6,49,0.284565,0.715435,malignant,malignant
0,4,6,198,0.985244,0.014756,benign,benign
0,4,6,669,0.122313,0.877687,malignant,malignant
0,4,6,257,0.985244,0.014756,benign,benign
0,4,6,634,0.985244,0.014756,benign,benign
0,4,6,103,0.518023,0.481977,benign,malignant
0,4,6,363,0.568836,0.431164,benign,benign
0,4,6,390,0.985244,0.014756,benign,benign
0,4,6,253,0.087143,0.912857,malignant,malignant
0,4,6,560,0.985244,0.014756,benign,benign
0,4,6,655,0.985244,0.014756,benign,benign
0,4,6,132,0.086479,0.913521,malignant,malignant
0,4,6,252,0.147011,0.852989,malignant,benign
0,4,6,297,0.48055,0.51945,malignant,benign
0,4,6,159,0.04685,0.95315,malignant,malignant
0,4,6,528,0.934805,0.065195,benign,benign
0,4,6,503,0.985244,0.014756,benign,benign
0,4,6,349,0.396814,0.603186,malignant,malignant
0,4,6,578,0.985244,0.014756,benign,benign
0,4,6,550,0.985244,0.014756,benign,benign
0,4,6,251,0.06613,0.93387,malignant,malignant
0,4,6,6,0.754376,0.245624,benign,benign
0,4,6,672,0.985244,0.014756,benign,benign
0,4,6,590,0.476674,0.523326,malignant,malignant
0,4,6,120,0.985244,0.014756,benign,benign
0,4,6,674,0.985244,0.014756,benign,benign
0,4,6,594,0.092833,0.907167,malignant,malignant
0,4,6,78,0.91895,0.08105,benign,benign
0,4,6,458,0.985244,0.014756,benign,benign
0,4,6,295,0.08722,0.91278,malignant,malignant
0,4,6,649,0.985244,0.014756,benign,benign
0,4,6,87,0.066113,0.933887,malignant,malignant
0,4,6,88,0.985244,0.014756,benign,benign
0,4,6,614,0.980978,0.019022,benign,benign
0,4,6,570,0.069117,0.930883,malignant,malignant
0,4,6,601,0.980978,0.019022,benign,benign
0,4,6,76,0.882642,0.117358,benign,benign
0,4,6,52,0.225193,0.774807,malignant,malignant
0,4,6,372,0.985244,0.014756,benign,benign
0,4,6,194,0.985244,0.014756,benign,benign
0,4,6,167,0.235135,0.764865,malignant,malignant
0,4,6,625,0.771554,0.228446,benign,benign
0,4,6,682,0.971963,0.028037,benign,benign
0,4,6,565,0.064953,0.935047,malignant,malignant
0,4,6,28,0.985244,0.014756,benign,benign
0,4,6,538,0.985244,0.014756,benign,benign
0,4,6,386,0.200419,0.799581,malignant,malignant
0,4,6,61,0.930405,0.069595,benign,benign
0,4,6,642,0.985244,0.014756,benign,benign
0,4,6,288,0.428831,0.571169,malignant,malignant
0,4,6,473,0.985244,0.014756,benign,benign
0,4,6,26,0.898436,0.101564,benign,benign
0,4,6,586,0.046636,0.953364,malignant,malignant
0,4,6,520,0.901458,0.098542,benign,benign
0,4,6,613,0.825911,0.174089,benign,benign
0,4,6,268,0.173862,0.826138,malignant,malignant
0,4,6,80,0.87428,0.12572,benign,benign
0,4,6,342,0.985244,0.014756,benign,benign
0,4,6,177,0.260086,0.739914,malignant,malignant
0,4,7,235,0.894372,0.105628,benign,benign
0,4,7,459,0.972126,0.027874,benign,benign
0,4,7,523,0.048806,0.951194,malignant,malignant
0,4,7,90,0.986869,0.013131,benign,benign
0,4,7,13,0.931203,0.068797,benign,benign
0,4,7,14,0.300221,0.699779,malignant,malignant
0,4,7,95,0.986869,0.013131,benign,benign
0,4,7,631,0.986869,0.013131,benign,benign
0,4,7,174,0.05019,0.94981,malignant,malignant
0,4,7,129,0.923363,0.076637,benign,benign
0,4,7,287,0.923363,0.076637,benign,benign
0,4,7,49,0.370157,0.629843,malignant,malignant
0,4,7,198,0.986869,0.013131,benign,benign
0,4,7,669,0.149013,0.850987,malignant,malignant
0,4,7,257,0.986869,0.013131,benign,benign
0,4,7,634,0.986869,0.013131,benign,benign
0,4,7,103,0.667852,0.332148,benign,malignant
0,4,7,363,0.563311,0.436689,benign,benign
0,4,7,390,0.986869,0.013131,benign,benign
0,4,7,253,0.053702,0.946298,malignant,malignant
0,4,7,560,0.986869,0.013131,benign,benign
0,4,7,655,0.986869,0.013131,benign,benign
0,4,7,132,0.052318,0.947682,malignant,malignant
0,4,7,252,0.04716,0.95284,malignant,benign
0,4,7,297,0.483619,0.516381,malignant,benign
0,4,7,159,0.052301,0.947699,malignant,malignant
0,4,7,528,0.972126,0.027874,benign,benign
0,4,7,503,0.986869,0.013131,benign,benign
0,4,7,349,0.422626,0.577374,malignant,malignant
0,4,7,578,0.986869,0.013131,benign,benign
0,4,7,550,0.986869,0.013131,benign,benign
0,4,7,251,0.090801,0.909199,malignant,malignant
0,4,7,6,0.795912,0.204088,benign,benign
0,4,7,672,0.986869,0.013131,benign,benign
0,4,7,590,0.367306,0.632694,malignant,malignant
0,4,7,120,0.979039,0.020961,benign,benign
0,4,7,674,0.986869,0.013131,benign,benign
0,4,7,594,0.05019,0.94981,malignant,malignant
0,4,7,78,0.931203,0.068797,benign,benign
0,4,7,458,0.979039,0.020961,benign,benign
0,4,7,295,0.053702,0.946298,malignant,malignant
0,4,7,649,0.986869,0.013131,benign,benign
0,4,7,87,0.05019,0.94981,malignant,malignant
0,4,7,88,0.986869,0.013131,benign,benign
0,4,7,614,0.986869,0.013131,benign,benign
0,4,7,570,0.05019,0.94981,malignant,malignant
0,4,7,601,0.986869,0.013131,benign,benign
0,4,7,76,0.940208,0.059792,benign,benign
0,4,7,52,0.179595,0.820405,malignant,malignant
0,4,7,372,0.979039,0.020961,benign,benign
0,4,7,194,0.986869,0.013131,benign,benign
0,4,7,167,0.161496,0.838504,malignant,malignant
0,4,7,625,0.856137,0.143863,benign,benign
0,4,7,682,0.973928,0.026072,benign,benign
0,4,7,565,0.050917,0.949083,malignant,malignant
0,4,7,28,0.986869,0.013131,benign,benign
0,4,7,538,0.986869,0.013131,benign,benign
0,4,7,386,0.13791,0.86209,malignant,malignant
0,4,7,61,0.955955,0.044045,benign,benign
0,4,7,642,0.986869,0.013131,benign,benign
0,4,7,288,0.34821,0.65179,malignant,malignant
0,4,7,473,0.986869,0.013131,benign,benign
0,4,7,26,0.950156,0.049844,benign,benign
0,4,7,586,0.050917,0.949083,malignant,malignant
0,4,7,520,0.923363,0.076637,benign,benign
0,4,7,613,0.785508,0.214492,benign,benign
0,4,7,268,0.185144,0.814856,malignant,malignant
0,4,7,80,0.824664,0.175336,benign,benign
0,4,7,342,0.986869,0.013131,benign,benign
0,4,7,177,0.165441,0.834559,malignant,malignant
0,5,0,637,0.787297,0.212703,benign,benign
0,5,0,56,0.423539,0.576461,malignant,malignant
0,5,0,343,0.966506,0.033494,benign,benign
0,5,0,430,0.8863,0.1137,benign,benign
0,5,0,568,0.24213,0.75787,malignant,malignant
0,5,0,567,0.941576,0.058424,benign,benign
0,5,0,398,0.896023,0.103977,benign,benign
0,5,0,588,0.329744,0.670256,malignant,malignant
0,5,0,72,0.77278,0.22722,benign,benign
0,5,0,31,0.944361,0.055639,benign,benign
0,5,0,23,0.380035,0.619965,malignant,malignant
0,5,0,554,0.966506,0.033494,benign,benign
0,5,0,315,0.491764,0.508236,malignant,benign
0,5,0,272,0.273349,0.726651,malignant,malignant
0,5,0,640,0.966506,0.033494,benign,benign
0,5,0,558,0.966506,0.033494,benign,benign
0,5,0,482,0.070795,0.929205,malignant,malignant
0,5,0,48,0.944361,0.055639,benign,benign
0,5,0,66,0.944361,0.055639,benign,benign
0,5,0,59,0.378014,0.621986,malignant,malignant
0,5,0,468,0.966506,0.033494,benign,benign
0,5,0,89,0.966506,0.033494,benign,benign
0,5,0,226,0.119378,0.880622,malignant,malignant
0,5,0,694,0.941576,0.058424,benign,benign
0,5,0,371,0.911169,0.088831,benign,benign
0,5,0,237,0.300343,0.699657,malignant,malignant
0,5,0,378,0.924477,0.075523,benign,benign
0,5,0,220,0.944361,0.055639,benign,benign
0,5,0,190,0.027492,0.972508,malignant,malignant
0,5,0,162,0.944361,0.055639,benign,benign
0,5,0,603,0.391965,0.608035,malignant,malignant
0,5,0,617,0.863543,0.136457,benign,benign
0,5,0,695,0.966506,0.033494,benign,benign
0,5,0,122,0.028074,0.971926,malignant,malignant
0,5,0,651,0.938052,0.061948,benign,benign
0,5,0,178,0.944361,0.055639,benign,benign
0,5,0,213,0.017645,0.982355,malignant,malignant
0,5,0,311,0.966506,0.033494,benign,benign
0,5,0,544,0.911169,0.088831,benign,benign
0,5,0,465,0.030557,0.969443,malignant,malignant
0,5,0,454,0.928329,0.071671,benign,benign
0,5,0,566,0.912542,0.087458,benign,benign
0,5,0,264,0.110212,0.889788,malignant,malignant
0,5,0,22,0.966506,0.033494,benign,benign
0,5,0,644,0.966506,0.033494,benign,benign
0,5,0,381,0.147813,0.852187,malignant,malignant
0,5,0,492,0.966506,0.033494,benign,benign
0,5,0,441,0.699957,0.300043,benign,benign
0,5,0,453,0.093197,0.906803,malignant,malignant
0,5,0,154,0.966506,0.033494,benign,benign
0,5,0,394,0.882715,0.117285,benign,benign
0,5,0,191,0.091167,0.908833,malignant,malignant
0,5,0,385,0.73226,0.26774,benign,benign
0,5,0,346,0.683635,0.316365,benign,benign
0,5,0,187,0.042283,0.957717,malignant,malignant
0,5,0,499,0.966506,0.033494,benign,benign
0,5,0,130,0.876645,0.123355,benign,benign
0,5,0,236,0.118478,0.881522,malignant,malignant
0,5,0,196,0.267778,0.732222,malignant,benign
0,5,0,488,0.272176,0.727824,malignant,malignant
0,5,0,319,0.463995,0.536005,malignant,benign
0,5,0,504,0.966506,0.033494,benign,benign
0,5,0,246,0.03168,0.96832,malignant,malignant
0,5,0,393,0.966506,0.033494,benign,benign
0,5,0,153,0.941576,0.058424,benign,benign
0,5,0,12,0.609127,0.390873,benign,malignant
0,5,0,92,0.944361,0.055639,benign,benign
0,5,0,536,0.944361,0.055639,benign,benign
0,5,0,691,0.418895,0.581105,malignant,malignant
0,5,0,396,0.944361,0.055639,benign,benign
0,5,1,637,0.897944,0.102056,benign,benign
0,5,1,56,0.177539,0.822461,malignant,malignant
0,5,1,343,0.959398,0.040602,benign,benign
0,5,1,430,0.833854,0.166146,benign,benign
0,5,1,568,0.138683,0.861317,malignant,malignant
0,5,1,567,0.925436,0.074564,benign,benign
0,5,1,398,0.910151,0.089849,benign,benign
0,5,1,588,0.316839,0.683161,malignant,malignant
0,5,1,72,0.787015,0.212985,benign,benign
0,5,1,31,0.959398,0.040602,benign,benign
0,5,1,23,0.47802,0.52198,malignant,malignant
0,5,1,554,0.959398,0.040602,benign,benign
0,5,1,315,0.48013,0.51987,malignant,benign
0,5,1,272,0.069426,0.930574,malignant,malignant
0,5,1,640,0.959398,0.040602,benign,benign
0,5,1,558,0.959398,0.040602,benign,benign
0,5,1,482,0.063646,0.936354,malignant,malignant
0,5,1,48,0.959398,0.040602,benign,benign
0,5,1,66,0.959398,0.040602,benign,benign
0,5,1,59,0.585549,0.414451,benign,malignant
0,5,1,468,0.959398,0.040602,benign,benign
0,5,1,89,0.925164,0.074836,benign,benign
0,5,1,226,0.022845,0.977155,malignant,malignant
0,5,1,694,0.925164,0.074836,benign,benign
0,5,1,371,0.923341,0.076659,benign,benign
0,5,1,237,0.280279,0.719721,malignant,malignant
0,5,1,378,0.831869,0.168131,benign,benign
0,5,1,220,0.959398,0.040602,benign,benign
0,5,1,190,0.063646,0.936354,malignant,malignant
0,5,1,162,0.959398,0.040602,benign,benign
0,5,1,603,0.41411,0.58589,malignant,malignant
0,5,1,617,0.883808,0.116192,benign,benign
0,5,1,695,0.959398,0.040602,benign,benign
0,5,1,122,0.0305,0.9695,malignant,malignant
0,5,1,651,0.936779,0.063221,benign,benign
0,5,1,178,0.959398,0.040602,benign,benign
0,5,1,213,0.009512,0.990488,malignant,malignant
0,5,1,311,0.959398,0.040602,benign,benign
0,5,1,544,0.923341,0.076659,benign,benign
0,5,1,465,0.102534,0.897466,malignant,malignant
0,5,1,454,0.860482,0.139518,benign,benign
0,5,1,566,0.941855,0.058145,benign,benign
0,5,1,264,0.322905,0.677095,malignant,malignant
0,5,1,22,0.959398,0.040602,benign,benign
0,5,1,644,0.959398,0.040602,benign,benign
0,5,1,381,0.022845,0.977155,malignant,malignant
0,5,1,492,0.959398,0.040602,benign,benign
0,5,1,441,0.832892,0.167108,benign,benign
0,5,1,453,0.027954,0.972046,malignant,malignant
0,5,1,154,0.959398,0.040602,benign,benign
0,5,1,394,0.909055,0.090945,benign,benign
0,5,1,191,0.074239,0.925761,malignant,malignant
0,5,1,385,0.869184,0.130816,benign,benign
0,5,1,346,0.755917,0.244083,benign,benign
0,5,1,187,0.022845,0.977155,malignant,malignant
0,5,1,499,0.959398,0.040602,benign,benign
0,5,1,130,0.923341,0.076659,benign,benign
0,5,1,236,0.060905,0.939095,malignant,malignant
0,5,1,196,0.352356,0.647644,malignant,benign
0,5,1,488,0.422368,0.577632,malignant,malignant
0,5,1,319,0.366027,0.633973,malignant,benign
0,5,1,504,0.959398,0.040602,benign,benign
0,5,1,246,0.009512,0.990488,malignant,malignant
0,5,1,393,0.959398,0.040602,benign,benign
0,5,1,153,0.925436,0.074564,benign,benign
0,5,1,12,0.759674,0.240326,benign,malignant
0,5,1,92,0.959398,0.040602,benign,benign
0,5,1,536,0.959398,0.040602,benign,benign
0,5,1,691,0.29578,0.70422,malignant,malignant
0,5,1,396,0.959398,0.040602,benign,benign
0,5,2,637,0.8247,0.1753,benign,benign
0,5,2,56,0.242565,0.757435,malignant,malignant
0,5,2,343,0.979611,0.020389,benign,benign
0,5,2,430,0.860263,0.139737,benign,benign
0,5,2,568,0.240247,0.759753,malignant,malignant
0,5,2,567,0.852612,0.147388,benign,benign
0,5,2,398,0.909347,0.090653,benign,benign
0,5,2,588,0.356223,0.643777,malignant,malignant
0,5,2,72,0.792057,0.207943,benign,benign
0,5,2,31,0.979611,0.020389,benign,benign
0,5,2,23,0.483318,0.516682,malignant,malignant
0,5,2,554,0.979611,0.020389,benign,benign
0,5,2,315,0.41106,0.58894,malignant,benign
0,5,2,272,0.326235,0.673765,malignant,malignant
0,5,2,640,0.979611,0.020389,benign,benign
0,5,2,558,0.979611,0.020389,benign,benign
0,5,2,482,0.166995,0.833005,malignant,malignant
0,5,2,48,0.979611,0.020389,benign,benign
0,5,2,66,0.979611,0.020389,benign,benign
0,5,2,59,0.53725,0.46275,benign,malignant
0,5,2,468,0.979611,0.020389,benign,benign
0,5,2,89,0.951433,0.048567,benign,benign
0,5,2,226,0.056395,0.943605,malignant,malignant
0,5,2,694,0.894182,0.105818,benign,benign
0,5,2,371,0.917388,0.082612,benign,benign
0,5,2,237,0.32829,0.67171,malignant,malignant
0,5,2,378,0.761942,0.238058,benign,benign
0,5,2,220,0.979611,0.020389,benign,benign
0,5,2,190,0.120072,0.879928,malignant,malignant
0,5,2,162,0.979611,0.020389,benign,benign
0,5,2,603,0.42098,0.57902,malignant,malignant
0,5,2,617,0.888226,0.111774,benign,benign
0,5,2,695,0.979611,0.020389,benign,benign
0,5,2,122,0.056395,0.943605,malignant,malignant
0,5,2,651,0.944174,0.055826,benign,benign
0,5,2,178,0.979611,0.020389,benign,benign
0,5,2,213,0.056395,0.943605,malignant,malignant
0,5,2,311,0.979611,0.020389,benign,benign
0,5,2,544,0.917388,0.082612,benign,benign
0,5,2,465,0.152364,0.847636,malignant,malignant
0,5,2,454,0.866912,0.133088,benign,benign
0,5,2,566,0.979611,0.020389,benign,benign
0,5,2,264,0.309365,0.690635,malignant,malignant
0,5,2,22,0.979611,0.020389,benign,benign
0,5,2,644,0.979611,0.020389,benign,benign
0,5,2,381,0.059252,0.940748,malignant,malignant
0,5,2,492,0.979611,0.020389,benign,benign
0,5,2,441,0.761619,0.238381,benign,benign
0,5,2,453,0.180474,0.819526,malignant,malignant
0,5,2,154,0.979611,0.020389,benign,benign
0,5,2,394,0.881951,0.118049,benign,benign
0,5,2,191,0.109411,0.890589,malignant,malignant
0,5,2,385,0.709789,0.290211,benign,benign
0,5,2,346,0.814502,0.185498,benign,benign
0,5,2,187,0.056395,0.943605,malignant,malignant
0,5,2,499,0.979611,0.020389,benign,benign
0,5,2,130,0.917388,0.082612,benign,benign
0,5,2,236,0.056395,0.943605,malignant,malignant
0,5,2,196,0.41295,0.58705,malignant,benign
0,5,2,488,0.47495,0.52505,malignant,malignant
0,5,2,319,0.53032,0.46968,benign,benign
0,5,2,504,0.979611,0.020389,benign,benign
0,5,2,246,0.086748,0.913252,malignant,malignant
0,5,2,393,0.979611,0.020389,benign,benign
0,5,2,153,0.852612,0.147388,benign,benign
0,5,2,12,0.694118,0.305882,benign,malignant
0,5,2,92,0.979611,0.020389,benign,benign
0,5,2,536,0.979611,0.020389,benign,benign
0,5,2,691,0.43328,0.56672,malignant,malignant
0,5,2,396,0.979611,0.020389,benign,benign
0,5,3,637,0.88636,0.11364,benign,benign
0,5,3,56,0.364257,0.635743,malignant,malignant
0,5,3,343,0.954412,0.045588,benign,benign
0,5,3,430,0.872606,0.127394,benign,benign
0,5,3,568,0.160864,0.839136,malignant,malignant
0,5,3,567,0.918668,0.081332,benign,benign
0,5,3,398,0.882862,0.117138,benign,benign
0,5,3,588,0.427998,0.572002,malignant,malignant
0,5,3,72,0.681307,0.318693,benign,benign
0,5,3,31,0.954412,0.045588,benign,benign
0,5,3,23,0.292542,0.707458,malignant,malignant
0,5,3,554,0.954412,0.045588,benign,benign
0,5,3,315,0.362906,0.637094,malignant,benign
0,5,3,272,0.344259,0.655741,malignant,malignant
0,5,3,640,0.954412,0.045588,benign,benign
0,5,3,558,0.954412,0.045588,benign,benign
0,5,3,482,0.182002,0.817998,malignant,malignant
0,5,3,48,0.954412,0.045588,benign,benign
0,5,3,66,0.954412,0.045588,benign,benign
0,5,3,59,0.517559,0.482441,benign,malignant
0,5,3,468,0.954412,0.045588,benign,benign
0,5,3,89,0.913027,0.086973,benign,benign
0,5,3,226,0.091766,0.908234,malignant,malignant
0,5,3,694,0.877283,0.122717,benign,benign
0,5,3,371,0.953294,0.046706,benign,benign
0,5,3,237,0.359877,0.640123,malignant,malignant
0,5,3,378,0.847727,0.152273,benign,benign
0,5,3,220,0.954412,0.045588,benign,benign
0,5,3,190,0.177273,0.822727,malignant,malignant
0,5,3,162,0.954412,0.045588,benign,benign
0,5,3,603,0.217155,0.782845,malignant,malignant
0,5,3,617,0.907696,0.092304,benign,benign
0,5,3,695,0.954412,0.045588,benign,benign
0,5,3,122,0.088591,0.911409,malignant,malignant
0,5,3,651,0.944432,0.055568,benign,benign
0,5,3,178,0.954412,0.045588,benign,benign
0,5,3,213,0.08073,0.91927,malignant,malignant
0,5,3,311,0.954412,0.045588,benign,benign
0,5,3,544,0.953294,0.046706,benign,benign
0,5,3,465,0.203822,0.796178,malignant,malignant
0,5,3,454,0.892791,0.107209,benign,benign
0,5,3,566,0.953294,0.046706,benign,benign
0,5,3,264,0.348821,0.651179,malignant,malignant
0,5,3,22,0.954412,0.045588,benign,benign
0,5,3,644,0.954412,0.045588,benign,benign
0,5,3,381,0.111388,0.888612,malignant,malignant
0,5,3,492,0.954412,0.045588,benign,benign
0,5,3,441,0.88636,0.11364,benign,benign
0,5,3,453,0.140549,0.859451,malignant,malignant
0,5,3,154,0.954412,0.045588,benign,benign
0,5,3,394,0.943315,0.056685,benign,benign
0,5,3,191,0.109763,0.890237,malignant,malignant
0,5,3,385,0.636615,0.363385,benign,benign
0,5,3,346,0.648221,0.351779,benign,benign
0,5,3,187,0.08073,0.91927,malignant,malignant
0,5,3,499,0.954412,0.045588,benign,benign
0,5,3,130,0.953294,0.046706,benign,benign
0,5,3,236,0.120799,0.879201,malignant,malignant
0,5,3,196,0.193038,0.806962,malignant,benign
0,5,3,488,0.447982,0.552018,malignant,malignant
0,5,3,319,0.405731,0.594269,malignant,benign
0,5,3,504,0.954412,0.045588,benign,benign
0,5,3,246,0.10255,0.89745,malignant,malignant
0,5,3,393,0.954412,0.045588,benign,benign
0,5,3,153,0.918668,0.081332,benign,benign
0,5,3,12,0.66537,0.33463,benign,malignant
0,5,3,92,0.954412,0.045588,benign,benign
0,5,3,536,0.954412,0.045588,benign,benign
0,5,3,691,0.546978,0.453022,benign,malignant
0,5,3,396,0.954412,0.045588,benign,benign
0,5,4,637,0.81533,0.18467,benign,benign
0,5,4,56,0.288408,0.711592,malignant,malignant
0,5,4,343,0.961526,0.038474,benign,benign
0,5,4,430,0.881742,0.118258,benign,benign
0,5,4,568,0.196077,0.803923,malignant,malignant
0,5,4,567,0.863064,0.136936,benign,benign
0,5,4,398,0.910902,0.089098,benign,benign
0,5,4,588,0.331935,0.668065,malignant,malignant
0,5,4,72,0.499487,0.500513,malignant,benign
0,5,4,31,0.961526,0.038474,benign,benign
0,5,4,23,0.292366,0.707634,malignant,malignant
0,5,4,554,0.961526,0.038474,benign,benign
0,5,4,315,0.355359,0.644641,malignant,benign
0,5,4,272,0.189637,0.810363,malignant,malignant
0,5,4,640,0.961526,0.038474,benign,benign
0,5,4,558,0.961526,0.038474,benign,benign
0,5,4,482,0.01542,0.98458,malignant,malignant
0,5,4,48,0.961526,0.038474,benign,benign
0,5,4,66,0.961526,0.038474,benign,benign
0,5,4,59,0.514905,0.485095,benign,malignant
0,5,4,468,0.961526,0.038474,benign,benign
0,5,4,89,0.865857,0.134143,benign,benign
0,5,4,226,0.044476,0.955524,malignant,malignant
0,5,4,694,0.79318,0.20682,benign,benign
0,5,4,371,0.892636,0.107364,benign,benign
0,5,4,237,0.104767,0.895233,malignant,malignant
0,5,4,378,0.815233,0.184767,benign,benign
0,5,4,220,0.961526,0.038474,benign,benign
0,5,4,190,0.005592,0.994408,malignant,malignant
0,5,4,162,0.961526,0.038474,benign,benign
0,5,4,603,0.018579,0.981421,malignant,malignant
0,5,4,617,0.863014,0.136986,benign,benign
0,5,4,695,0.961526,0.038474,benign,benign
0,5,4,122,0.084371,0.915629,malignant,malignant
0,5,4,651,0.961526,0.038474,benign,benign
0,5,4,178,0.961526,0.038474,benign,benign
0,5,4,213,0.015513,0.984487,malignant,malignant
0,5,4,311,0.961526,0.038474,benign,benign
0,5,4,544,0.892636,0.107364,benign,benign
0,5,4,465,0.005592,0.994408,malignant,malignant
0,5,4,454,0.859499,0.140501,benign,benign
0,5,4,566,0.930851,0.069149,benign,benign
0,5,4,264,0.453045,0.546955,malignant,malignant
0,5,4,22,0.961526,0.038474,benign,benign
0,5,4,644,0.961526,0.038474,benign,benign
0,5,4,381,0.044086,0.955914,malignant,malignant
0,5,4,492,0.961526,0.038474,benign,benign
0,5,4,441,0.650571,0.349429,benign,benign
0,5,4,453,0.038773,0.961227,malignant,malignant
0,5,4,154,0.961526,0.038474,benign,benign
0,5,4,394,0.892636,0.107364,benign,benign
0,5,4,191,0.162986,0.837014,malignant,malignant
0,5,4,385,0.755399,0.244601,benign,benign
0,5,4,346,0.735334,0.264666,benign,benign
0,5,4,187,0.044086,0.955914,malignant,malignant
0,5,4,499,0.961526,0.038474,benign,benign
0,5,4,130,0.892636,0.107364,benign,benign
0,5,4,236,0.094604,0.905396,malignant,malignant
0,5,4,196,0.141156,0.858844,malignant,benign
0,5,4,488,0.444223,0.555777,malignant,malignant
0,5,4,319,0.312806,0.687194,malignant,benign
0,5,4,504,0.961526,0.038474,benign,benign
0,5,4,246,0.040839,0.959161,malignant,malignant
0,5,4,393,0.961526,0.038474,benign,benign
0,5,4,153,0.863064,0.136936,benign,benign
0,5,4,12,0.677904,0.322096,benign,malignant
0,5,4,92,0.961526,0.038474,benign,benign
0,5,4,536,0.961526,0.038474,benign,benign
0,5,4,691,0.494539,0.505461,malignant,malignant
0,5,4,396,0.961526,0.038474,benign,benign
0,5,5,637,0.855374,0.144626,benign,benign
0,5,5,56,0.262116,0.737884,malignant,malignant
0,5,5,343,0.975647,0.024353,benign,benign
0,5,5,430,0.854435,0.145565,benign,benign
0,5,5,568,0.108669,0.891331,malignant,malignant
0,5,5,567,0.888403,0.111597,benign,benign
0,5,5,398,0.929111,0.070889,benign,benign
0,5,5,588,0.34328,0.65672,malignant,malignant
0,5,5,72,0.569649,0.430351,benign,benign
0,5,5,31,0.975647,0.024353,benign,benign
0,5,5,23,0.332863,0.667137,malignant,malignant
0,5,5,554,0.975647,0.024353,benign,benign
0,5,5,315,0.235471,0.764529,malignant,benign
0,5,5,272,0.107324,0.892676,malignant,malignant
0,5,5,640,0.975647,0.024353,benign,benign
0,5,5,558,0.975647,0.024353,benign,benign
0,5,5,482,0.132907,0.867093,malignant,malignant
0,5,5,48,0.975647,0.024353,benign,benign
0,5,5,66,0.975647,0.024353,benign,benign
0,5,5,59,0.426195,0.573805,malignant,malignant
0,5,5,468,0.975647,0.024353,benign,benign
0,5,5,89,0.945828,0.054172,benign,benign
0,5,5,226,0.086809,0.913191,malignant,malignant
0,5,5,694,0.88286,0.11714,benign,benign
0,5,5,371,0.964877,0.035123,benign,benign
0,5,5,237,0.240252,0.759748,malignant,malignant
0,5,5,378,0.91594,0.08406,benign,benign
0,5,5,220,0.975647,0.024353,benign,benign
0,5,5,190,0.132907,0.867093,malignant,malignant
0,5,5,162,0.975647,0.024353,benign,benign
0,5,5,603,0.111091,0.888909,malignant,malignant
0,5,5,617,0.925759,0.074241,benign,benign
0,5,5,695,0.975647,0.024353,benign,benign
0,5,5,122,0.094688,0.905312,malignant,malignant
0,5,5,651,0.929111,0.070889,benign,benign
0,5,5,178,0.975647,0.024353,benign,benign
0,5,5,213,0.089753,0.910247,malignant,malignant
0,5,5,311,0.975647,0.024353,benign,benign
0,5,5,544,0.964877,0.035123,benign,benign
0,5,5,465,0.129963,0.870037,malignant,malignant
0,5,5,454,0.801439,0.198561,benign,benign
0,5,5,566,0.976017,0.023983,benign,benign
0,5,5,264,0.295422,0.704578,malignant,malignant
0,5,5,22,0.975647,0.024353,benign,benign
0,5,5,644,0.975647,0.024353,benign,benign
0,5,5,381,0.083973,0.916027,malignant,malignant
0,5,5,492,0.975647,0.024353,benign,benign
0,5,5,441,0.782131,0.217869,benign,benign
0,5,5,453,0.085207,0.914793,malignant,malignant
0,5,5,154,0.975647,0.024353,benign,benign
0,5,5,394,0.918341,0.081659,benign,benign
0,5,5,191,0.120282,0.879718,malignant,malignant
0,5,5,385,0.654946,0.345054,benign,benign
0,5,5,346,0.821189,0.178811,benign,benign
0,5,5,187,0.085207,0.914793,malignant,malignant
0,5,5,499,0.975647,0.024353,benign,benign
0,5,5,130,0.964877,0.035123,benign,benign
0,5,5,236,0.128968,0.871032,malignant,malignant
0,5,5,196,0.184777,0.815223,malignant,benign
0,5,5,488,0.319574,0.680426,malignant,malignant
0,5,5,319,0.343363,0.656637,malignant,benign
0,5,5,504,0.975647,0.024353,benign,benign
0,5,5,246,0.086916,0.913084,malignant,malignant
0,5,5,393,0.975647,0.024353,benign,benign
0,5,5,153,0.888403,0.111597,benign,benign
0,5,5,12,0.594592,0.405408,benign,malignant
0,5,5,92,0.975647,0.024353,benign,benign
0,5,5,536,0.975647,0.024353,benign,benign
0,5,5,691,0.365973,0.634027,malignant,malignant
0,5,5,396,0.975647,0.024353,benign,benign
0,5,6,637,0.775558,0.224442,benign,benign
0,5,6,56,0.283489,0.716511,malignant,malignant
0,5,6,343,0.975613,0.024387,benign,benign
0,5,6,430,0.737079,0.262921,benign,benign
0,5,6,568,0.101773,0.898227,malignant,malignant
0,5,6,567,0.894831,0.105169,benign,benign
0,5,6,398,0.845652,0.154348,benign,benign
0,5,6,588,0.249176,0.750824,malignant,malignant
0,5,6,72,0.606538,0.393462,benign,benign
0,5,6,31,0.975613,0.024387,benign,benign
0,5,6,23,0.311205,0.688795,malignant,malignant
0,5,6,554,0.975613,0.024387,benign,benign
0,5,6,315,0.325962,0.674038,malignant,benign
0,5,6,272,0.076499,0.923501,malignant,malignant
0,5,6,640,0.975613,0.024387,benign,benign
0,5,6,558,0.975613,0.024387,benign,benign
0,5,6,482,0.083095,0.916905,malignant,malignant
0,5,6,48,0.975613,0.024387,benign,benign
0,5,6,66,0.975613,0.024387,benign,benign
0,5,6,59,0.277883,0.722117,malignant,malignant
0,5,6,468,0.975613,0.024387,benign,benign
0,5,6,89,0.915892,0.084108,benign,benign
0,5,6,226,0.077071,0.922929,malignant,malignant
0,5,6,694,0.975895,0.024105,benign,benign
0,5,6,371,0.98609,0.01391,benign,benign
0,5,6,237,0.178647,0.821353,malignant,malignant
0,5,6,378,0.887919,0.112081,benign,benign
0,5,6,220,0.975613,0.024387,benign,benign
0,5,6,190,0.087935,0.912065,malignant,malignant
0,5,6,162,0.975613,0.024387,benign,benign
0,5,6,603,0.218693,0.781307,malignant,malignant
0,5,6,617,0.972481,0.027519,benign,benign
0,5,6,695,0.975613,0.024387,benign,benign
0,5,6,122,0.074503,0.925497,malignant,malignant
0,5,6,651,0.87665,0.12335,benign,benign
0,5,6,178,0.975613,0.024387,benign,benign
0,5,6,213,0.054682,0.945318,malignant,malignant
0,5,6,311,0.975613,0.024387,benign,benign
0,5,6,544,0.98609,0.01391,benign,benign
0,5,6,465,0.107371,0.892629,malignant,malignant
0,5,6,454,0.736489,0.263511,benign,benign
0,5,6,566,0.975613,0.024387,benign,benign
0,5,6,264,0.286765,0.713235,malignant,malignant
0,5,6,22,0.975613,0.024387,benign,benign
0,5,6,644,0.975613,0.024387,benign,benign
0,5,6,381,0.07283,0.92717,malignant,malignant
0,5,6,492,0.975613,0.024387,benign,benign
0,5,6,441,0.714995,0.285005,benign,benign
0,5,6,453,0.061519,0.938481,malignant,malignant
0,5,6,154,0.975613,0.024387,benign,benign
0,5,6,394,0.887128,0.112872,benign,benign
0,5,6,191,0.05627,0.94373,malignant,malignant
0,5,6,385,0.582225,0.417775,benign,benign
0,5,6,346,0.786276,0.213724,benign,benign
0,5,6,187,0.05725,0.94275,malignant,malignant
0,5,6,499,0.975613,0.024387,benign,benign
0,5,6,130,0.98609,0.01391,benign,benign
0,5,6,236,0.07595,0.92405,malignant,malignant
0,5,6,196,0.217592,0.782408,malignant,benign
0,5,6,488,0.382983,0.617017,malignant,malignant
0,5,6,319,0.353881,0.646119,malignant,benign
0,5,6,504,0.975613,0.024387,benign,benign
0,5,6,246,0.059523,0.940477,malignant,malignant
0,5,6,393,0.975613,0.024387,benign,benign
0,5,6,153,0.894831,0.105169,benign,benign
0,5,6,12,0.619233,0.380767,benign,malignant
0,5,6,92,0.975613,0.024387,benign,benign
0,5,6,536,0.975613,0.024387,benign,benign
0,5,6,691,0.43052,0.56948,malignant,malignant
0,5,6,396,0.975613,0.024387,benign,benign
0,5,7,637,0.77119,0.22881,benign,benign
0,5,7,56,0.218822,0.781178,malignant,malignant
0,5,7,343,0.968565,0.031435,benign,benign
0,5,7,430,0.817371,0.182629,benign,benign
0,5,7,568,0.106479,0.893521,malignant,malignant
0,5,7,567,0.641521,0.358479,benign,benign
0,5,7,398,0.968565,0.031435,benign,benign
0,5,7,588,0.387054,0.612946,malignant,malignant
0,5,7,72,0.816472,0.183528,benign,benign
0,5,7,31,0.968565,0.031435,benign,benign
0,5,7,23,0.436324,0.563676,malignant,malignant
0,5,7,554,0.968565,0.031435,benign,benign
0,5,7,315,0.364249,0.635751,malignant,benign
0,5,7,272,0.104342,0.895658,malignant,malignant
0,5,7,640,0.968565,0.031435,benign,benign
0,5,7,558,0.968565,0.031435,benign,benign
0,5,7,482,0.11518,0.88482,malignant,malignant
0,5,7,48,0.968565,0.031435,benign,benign
0,5,7,66,0.968565,0.031435,benign,benign
0,5,7,59,0.398794,0.601206,malignant,malignant
0,5,7,468,0.968565,0.031435,benign,benign
0,5,7,89,0.921993,0.078007,benign,benign
0,5,7,226,0.104342,0.895658,malignant,malignant
0,5,7,694,0.704781,0.295219,benign,benign
0,5,7,371,0.967666,0.032334,benign,benign
0,5,7,237,0.274344,0.725656,malignant,malignant
0,5,7,378,0.866333,0.133667,benign,benign
0,5,7,220,0.968565,0.031435,benign,benign
0,5,7,190,0.107013,0.892987,malignant,malignant
0,5,7,162,0.968565,0.031435,benign,benign
0,5,7,603,0.320437,0.679563,malignant,malignant
0,5,7,617,0.827119,0.172881,benign,benign
0,5,7,695,0.968565,0.031435,benign,benign
0,5,7,122,0.05535,0.94465,malignant,malignant
0,5,7,651,0.968565,0.031435,benign,benign
0,5,7,178,0.968565,0.031435,benign,benign
0,5,7,213,0.05535,0.94465,malignant,malignant
0,5,7,311,0.968565,0.031435,benign,benign
0,5,7,544,0.967666,0.032334,benign,benign
0,5,7,465,0.20691,0.79309,malignant,malignant
0,5,7,454,0.770799,0.229201,benign,benign
0,5,7,566,0.967666,0.032334,benign,benign
0,5,7,264,0.438665,0.561335,malignant,malignant
0,5,7,22,0.968565,0.031435,benign,benign
0,5,7,644,0.968565,0.031435,benign,benign
0,5,7,381,0.103217,0.896783,malignant,malignant
0,5,7,492,0.968565,0.031435,benign,benign
0,5,7,441,0.585861,0.414139,benign,benign
0,5,7,453,0.104342,0.895658,malignant,malignant
0,5,7,154,0.968565,0.031435,benign,benign
0,5,7,394,0.967666,0.032334,benign,benign
0,5,7,191,0.10688,0.89312,malignant,malignant
0,5,7,385,0.770799,0.229201,benign,benign
0,5,7,346,0.921993,0.078007,benign,benign
0,5,7,187,0.104342,0.895658,malignant,malignant
0,5,7,499,0.968565,0.031435,benign,benign
0,5,7,130,0.967666,0.032334,benign,benign
0,5,7,236,0.10688,0.89312,malignant,malignant
0,5,7,196,0.239129,0.760871,malignant,benign
0,5,7,488,0.436773,0.563227,malignant,malignant
0,5,7,319,0.239129,0.760871,malignant,benign
0,5,7,504,0.968565,0.031435,benign,benign
0,5,7,246,0.05535,0.94465,malignant,malignant
0,5,7,393,0.968565,0.031435,benign,benign
0,5,7,153,0.641521,0.358479,benign,benign
0,5,7,12,0.418707,0.581293,malignant,malignant
0,5,7,92,0.968565,0.031435,benign,benign
0,5,7,536,0.968565,0.031435,benign,benign
0,5,7,691,0.449696,0.550304,malignant,malignant
0,5,7,396,0.968565,0.031435,benign,benign
0,6,0,684,0.966506,0.033494,benign,benign
0,6,0,151,0.238535,0.761465,malignant,malignant
0,6,0,355,0.924477,0.075523,benign,benign
0,6,0,7,0.912542,0.087458,benign,benign
0,6,0,18,0.148922,0.851078,malignant,malignant
0,6,0,673,0.840956,0.159044,benign,benign
0,6,0,309,0.774049,0.225951,benign,benign
0,6,0,356,0.595092,0.404908,benign,malignant
0,6,0,275,0.760461,0.239539,benign,benign
0,6,0,532,0.944361,0.055639,benign,benign
0,6,0,149,0.097665,0.902335,malignant,malignant
0,6,0,137,0.966506,0.033494,benign,benign
0,6,0,335,0.966506,0.033494,benign,benign
0,6,0,316,0.340547,0.659453,malignant,malignant
0,6,0,690,0.966506,0.033494,benign,benign
0,6,0,676,0.934687,0.065313,benign,benign
0,6,0,46,0.276445,0.723555,malignant,malignant
0,6,0,244,0.944361,0.055639,benign,benign
0,6,0,222,0.862861,0.137139,benign,malignant
0,6,0,410,0.966506,0.033494,benign,benign
0,6,0,83,0.844574,0.155426,benign,benign
0,6,0,546,0.03168,0.96832,malignant,malignant
0,6,0,551,0.944361,0.055639,benign,benign
0,6,0,464,0.966506,0.033494,benign,benign
0,6,0,330,0.277115,0.722885,malignant,malignant
0,6,0,639,0.966506,0.033494,benign,benign
0,6,0,240,0.658337,0.341663,benign,benign
0,6,0,421,0.030741,0.969259,malignant,malignant
0,6,0,318,0.946785,0.053215,benign,benign
0,6,0,182,0.944361,0.055639,benign,benign
0,6,0,519,0.202661,0.797339,malignant,malignant
0,6,0,382,0.842059,0.157941,benign,benign
0,6,0,507,0.862861,0.137139,benign,benign
0,6,0,262,0.084876,0.915124,malignant,malignant
0,6,0,0,0.944361,0.055639,benign,benign
0,6,0,609,0.966506,0.033494,benign,benign
0,6,0,591,0.181318,0.818682,malignant,malignant
0,6,0,306,0.944361,0.055639,benign,benign
0,6,0,290,0.966506,0.033494,benign,benign
0,6,0,680,0.017645,0.982355,malignant,malignant
0,6,0,573,0.966506,0.033494,benign,benign
0,6,0,424,0.966506,0.033494,benign,benign
0,6,0,605,0.112558,0.887442,malignant,malignant
0,6,0,144,0.966506,0.033494,benign,benign
0,6,0,438,0.824013,0.175987,benign,benign
0,6,0,254,0.122769,0.877231,malignant,malignant
0,6,0,354,0.966506,0.033494,benign,benign
0,6,0,84,0.119063,0.880937,malignant,malignant
0,6,0,422,0.653355,0.346645,benign,benign
0,6,0,486,0.966506,0.033494,benign,benign
0,6,0,65,0.489576,0.510424,malignant,malignant
0,6,0,24,0.944361,0.055639,benign,benign
0,6,0,280,0.944361,0.055639,benign,benign
0,6,0,582,0.228826,0.771174,malignant,malignant
0,6,0,687,0.860573,0.139427,benign,benign
0,6,0,420,0.739861,0.260139,benign,benign
0,6,0,457,0.239974,0.760026,malignant,malignant
0,6,0,526,0.966506,0.033494,benign,benign
0,6,0,539,0.966506,0.033494,benign,benign
0,6,0,206,0.179405,0.820595,malignant,malignant
0,6,0,278,0.944361,0.055639,benign,benign
0,6,0,627,0.862861,0.137139,benign,benign
0,6,0,285,0.03168,0.96832,malignant,malignant
0,6,0,572,0.966506,0.033494,benign,benign
0,6,0,170,0.966506,0.033494,benign,benign
0,6,0,569,0.084128,0.915872,malignant,malignant
0,6,0,653,0.966506,0.033494,benign,benign
0,6,0,364,0.944361,0.055639,benign,benign
0,6,0,320,0.200702,0.799298,malignant,malignant
0,6,0,542,0.939441,0.060559,benign,benign
0,6,1,684,0.959398,0.040602,benign,benign
0,6,1,151,0.127367,0.872633,malignant,malignant
0,6,1,355,0.898536,0.101464,benign,benign
0,6,1,7,0.941855,0.058145,benign,benign
0,6,1,18,0.060905,0.939095,malignant,malignant
0,6,1,673,0.895812,0.104188,benign,benign
0,6,1,309,0.830139,0.169861,benign,benign
0,6,1,356,0.666037,0.333963,benign,malignant
0,6,1,275,0.812517,0.187483,benign,benign
0,6,1,532,0.959398,0.040602,benign,benign
0,6,1,149,0.009512,0.990488,malignant,malignant
0,6,1,137,0.959398,0.040602,benign,benign
0,6,1,335,0.959398,0.040602,benign,benign
0,6,1,316,0.113778,0.886222,malignant,malignant
0,6,1,690,0.959398,0.040602,benign,benign
0,6,1,676,0.941855,0.058145,benign,benign
0,6,1,46,0.197676,0.802324,malignant,malignant
0,6,1,244,0.959398,0.040602,benign,benign
0,6,1,222,0.925436,0.074564,benign,malignant
0,6,1,410,0.959398,0.040602,benign,benign
0,6,1,83,0.90051,0.09949,benign,benign
0,6,1,546,0.009512,0.990488,malignant,malignant
0,6,1,551,0.959398,0.040602,benign,benign
0,6,1,464,0.959398,0.040602,benign,benign
0,6,1,330,0.340687,0.659313,malignant,malignant
0,6,1,639,0.959398,0.040602,benign,benign
0,6,1,240,0.775367,0.224633,benign,benign
0,6,1,421,0.009512,0.990488,malignant,malignant
0,6,1,318,0.925164,0.074836,benign,benign
0,6,1,182,0.959398,0.040602,benign,benign
0,6,1,519,0.060547,0.939453,malignant,malignant
0,6,1,382,0.892607,0.107393,benign,benign
0,6,1,507,0.925436,0.074564,benign,benign
0,6,1,262,0.009512,0.990488,malignant,malignant
0,6,1,0,0.959398,0.040602,benign,benign
0,6,1,609,0.959398,0.040602,benign,benign
0,6,1,591,0.111919,0.888081,malignant,malignant
0,6,1,306,0.959398,0.040602,benign,benign
0,6,1,290,0.959398,0.040602,benign,benign
0,6,1,680,0.009512,0.990488,malignant,malignant
0,6,1,573,0.959398,0.040602,benign,benign
0,6,1,424,0.959398,0.040602,benign,benign
0,6,1,605,0.076979,0.923021,malignant,malignant
0,6,1,144,0.959398,0.040602,benign,benign
0,6,1,438,0.91223,0.08777,benign,benign
0,6,1,254,0.115039,0.884961,malignant,malignant
0,6,1,354,0.959398,0.040602,benign,benign
0,6,1,84,0.171111,0.828889,malignant,malignant
0,6,1,422,0.80988,0.19012,benign,benign
0,6,1,486,0.959398,0.040602,benign,benign
0,6,1,65,0.57359,0.42641,benign,malignant
0,6,1,24,0.959398,0.040602,benign,benign
0,6,1,280,0.959398,0.040602,benign,benign
0,6,1,582,0.026796,0.973204,malignant,malignant
0,6,1,687,0.93277,0.06723,benign,benign
0,6,1,420,0.832892,0.167108,benign,benign
0,6,1,457,0.12809,0.87191,malignant,malignant
0,6,1,526,0.959398,0.040602,benign,benign
0,6,1,539,0.959398,0.040602,benign,benign
0,6,1,206,0.115039,0.884961,malignant,malignant
0,6,1,278,0.959398,0.040602,benign,benign
0,6,1,627,0.925436,0.074564,benign,benign
0,6,1,285,0.009512,0.990488,malignant,malignant
0,6,1,572,0.959398,0.040602,benign,benign
0,6,1,170,0.959398,0.040602,benign,benign
0,6,1,569,0.102534,0.897466,malignant,malignant
0,6,1,653,0.959398,0.040602,benign,benign
0,6,1,364,0.959398,0.040602,benign,benign
0,6,1,320,0.022845,0.977155,malignant,malignant
0,6,1,542,0.860482,0.139518,benign,benign
0,6,2,684,0.979611,0.020389,benign,benign
0,6,2,151,0.292949,0.707051,malignant,malignant
0,6,2,355,0.916606,0.083394,benign,benign
0,6,2,7,0.979611,0.020389,benign,benign
0,6,2,18,0.091127,0.908873,malignant,malignant
0,6,2,673,0.866912,0.133088,benign,benign
0,6,2,309,0.658138,0.341862,benign,benign
0,6,2,356,0.538515,0.461485,benign,malignant
0,6,2,275,0.819129,0.180871,benign,benign
0,6,2,532,0.979611,0.020389,benign,benign
0,6,2,149,0.125236,0.874764,malignant,malignant
0,6,2,137,0.979611,0.020389,benign,benign
0,6,2,335,0.979611,0.020389,benign,benign
0,6,2,316,0.351144,0.648856,malignant,malignant
0,6,2,690,0.979611,0.020389,benign,benign
0,6,2,676,0.979611,0.020389,benign,benign
0,6,2,46,0.400075,0.599925,malignant,malignant
0,6,2,244,0.979611,0.020389,benign,benign
0,6,2,222,0.852612,0.147388,benign,malignant
0,6,2,410,0.979611,0.020389,benign,benign
0,6,2,83,0.867216,0.132784,benign,benign
0,6,2,546,0.089922,0.910078,malignant,malignant
0,6,2,551,0.979611,0.020389,benign,benign
0,6,2,464,0.979611,0.020389,benign,benign
0,6,2,330,0.242158,0.757842,malignant,malignant
0,6,2,639,0.979611,0.020389,benign,benign
0,6,2,240,0.82531,0.17469,benign,benign
0,6,2,421,0.056395,0.943605,malignant,malignant
0,6,2,318,0.942638,0.057362,benign,benign
0,6,2,182,0.959655,0.040345,benign,benign
0,6,2,519,0.274171,0.725829,malignant,malignant
0,6,2,382,0.909347,0.090653,benign,benign
0,6,2,507,0.852612,0.147388,benign,benign
0,6,2,262,0.125236,0.874764,malignant,malignant
0,6,2,0,0.979611,0.020389,benign,benign
0,6,2,609,0.979611,0.020389,benign,benign
0,6,2,591,0.212925,0.787075,malignant,malignant
0,6,2,306,0.979611,0.020389,benign,benign
0,6,2,290,0.979611,0.020389,benign,benign
0,6,2,680,0.056395,0.943605,malignant,malignant
0,6,2,573,0.979611,0.020389,benign,benign
0,6,2,424,0.979611,0.020389,benign,benign
0,6,2,605,0.145105,0.854895,malignant,malignant
0,6,2,144,0.979611,0.020389,benign,benign
0,6,2,438,0.917388,0.082612,benign,benign
0,6,2,254,0.115734,0.884266,malignant,malignant
0,6,2,354,0.979611,0.020389,benign,benign
0,6,2,84,0.157119,0.842881,malignant,malignant
0,6,2,422,0.815989,0.184011,benign,benign
0,6,2,486,0.979611,0.020389,benign,benign
0,6,2,65,0.445725,0.554275,malignant,malignant
0,6,2,24,0.979611,0.020389,benign,benign
0,6,2,280,0.979611,0.020389,benign,benign
0,6,2,582,0.132972,0.867028,malignant,malignant
0,6,2,687,0.944784,0.055216,benign,benign
0,6,2,420,0.817175,0.182825,benign,benign
0,6,2,457,0.283758,0.716242,malignant,malignant
0,6,2,526,0.979611,0.020389,benign,benign
0,6,2,539,0.959655,0.040345,benign,benign
0,6,2,206,0.145546,0.854454,malignant,malignant
0,6,2,278,0.979611,0.020389,benign,benign
0,6,2,627,0.852612,0.147388,benign,benign
0,6,2,285,0.086748,0.913252,malignant,malignant
0,6,2,572,0.979611,0.020389,benign,benign
0,6,2,170,0.979611,0.020389,benign,benign
0,6,2,569,0.173405,0.826595,malignant,malignant
0,6,2,653,0.979611,0.020389,benign,benign
0,6,2,364,0.979611,0.020389,benign,benign
0,6,2,320,0.235432,0.764568,malignant,malignant
0,6,2,542,0.895091,0.104909,benign,benign
0,6,3,684,0.954412,0.045588,benign,benign
0,6,3,151,0.10998,0.89002,malignant,malignant
0,6,3,355,0.841477,0.158523,benign,benign
0,6,3,7,0.953294,0.046706,benign,benign
0,6,3,18,0.253896,0.746104,malignant,malignant
0,6,3,673,0.852062,0.147938,benign,benign
0,6,3,309,0.870444,0.129556,benign,benign
0,6,3,356,0.51429,0.48571,benign,malignant
0,6,3,275,0.895533,0.104467,benign,benign
0,6,3,532,0.954412,0.045588,benign,benign
0,6,3,149,0.091766,0.908234,malignant,malignant
0,6,3,137,0.954412,0.045588,benign,benign
0,6,3,335,0.954412,0.045588,benign,benign
0,6,3,316,0.310829,0.689171,malignant,malignant
0,6,3,690,0.954412,0.045588,benign,benign
0,6,3,676,0.953294,0.046706,benign,benign
0,6,3,46,0.442733,0.557267,malignant,malignant
0,6,3,244,0.954412,0.045588,benign,benign
0,6,3,222,0.918668,0.081332,benign,malignant
0,6,3,410,0.954412,0.045588,benign,benign
0,6,3,83,0.814744,0.185256,benign,benign
0,6,3,546,0.08073,0.91927,malignant,malignant
0,6,3,551,0.954412,0.045588,benign,benign
0,6,3,464,0.954412,0.045588,benign,benign
0,6,3,330,0.399238,0.600762,malignant,malignant
0,6,3,639,0.954412,0.045588,benign,benign
0,6,3,240,0.675627,0.324373,benign,benign
0,6,3,421,0.155956,0.844044,malignant,malignant
0,6,3,318,0.877895,0.122105,benign,benign
0,6,3,182,0.953539,0.046461,benign,benign
0,6,3,519,0.272677,0.727323,malignant,malignant
0,6,3,382,0.839279,0.160721,benign,benign
0,6,3,507,0.918668,0.081332,benign,benign
0,6,3,262,0.091766,0.908234,malignant,malignant
0,6,3,0,0.954412,0.045588,benign,benign
0,6,3,609,0.954412,0.045588,benign,benign
0,6,3,591,0.19696,0.80304,malignant,malignant
0,6,3,306,0.954412,0.045588,benign,benign
0,6,3,290,0.954412,0.045588,benign,benign
0,6,3,680,0.08073,0.91927,malignant,malignant
0,6,3,573,0.954412,0.045588,benign,benign
0,6,3,424,0.954412,0.045588,benign,benign
0,6,3,605,0.166489,0.833511,malignant,malignant
0,6,3,144,0.954412,0.045588,benign,benign
0,6,3,438,0.886628,0.113372,benign,benign
0,6,3,254,0.263682,0.736318,malignant,malignant
0,6,3,354,0.954412,0.045588,benign,benign
0,6,3,84,0.17452,0.82548,malignant,malignant
0,6,3,422,0.695963,0.304037,benign,benign
0,6,3,486,0.954412,0.045588,benign,benign
0,6,3,65,0.394123,0.605877,malignant,malignant
0,6,3,24,0.954412,0.045588,benign,benign
0,6,3,280,0.954412,0.045588,benign,benign
0,6,3,582,0.128901,0.871099,malignant,malignant
0,6,3,687,0.756857,0.243143,benign,benign
0,6,3,420,0.88636,0.11364,benign,benign
0,6,3,457,0.203822,0.796178,malignant,malignant
0,6,3,526,0.954412,0.045588,benign,benign
0,6,3,539,0.953539,0.046461,benign,benign
0,6,3,206,0.355115,0.644885,malignant,malignant
0,6,3,278,0.954412,0.045588,benign,benign
0,6,3,627,0.918668,0.081332,benign,benign
0,6,3,285,0.08073,0.91927,malignant,malignant
0,6,3,572,0.954412,0.045588,benign,benign
0,6,3,170,0.954412,0.045588,benign,benign
0,6,3,569,0.17724,0.82276,malignant,malignant
0,6,3,653,0.954412,0.045588,benign,benign
0,6,3,364,0.954412,0.045588,benign,benign
0,6,3,320,0.100604,0.899396,malignant,malignant
0,6,3,542,0.934176,0.065824,benign,benign
0,6,4,684,0.961526,0.038474,benign,benign
0,6,4,151,0.221127,0.778873,malignant,malignant
0,6,4,355,0.838035,0.161965,benign,benign
0,6,4,7,0.930851,0.069149,benign,benign
0,6,4,18,0.221809,0.778191,malignant,malignant
0,6,4,673,0.828824,0.171176,benign,benign
0,6,4,309,0.693825,0.306175,benign,benign
0,6,4,356,0.595283,0.404717,benign,malignant
0,6,4,275,0.817302,0.182698,benign,benign
0,6,4,532,0.961526,0.038474,benign,benign
0,6,4,149,0.040839,0.959161,malignant,malignant
0,6,4,137,0.961526,0.038474,benign,benign
0,6,4,335,0.961526,0.038474,benign,benign
0,6,4,316,0.334101,0.665899,malignant,malignant
0,6,4,690,0.961526,0.038474,benign,benign
0,6,4,676,0.930851,0.069149,benign,benign
0,6,4,46,0.39717,0.60283,malignant,malignant
0,6,4,244,0.961526,0.038474,benign,benign
0,6,4,222,0.772155,0.227845,benign,malignant
0,6,4,410,0.961526,0.038474,benign,benign
0,6,4,83,0.83527,0.16473,benign,benign
0,6,4,546,0.015513,0.984487,malignant,malignant
0,6,4,551,0.961526,0.038474,benign,benign
0,6,4,464,0.961526,0.038474,benign,benign
0,6,4,330,0.347466,0.652534,malignant,malignant
0,6,4,639,0.961526,0.038474,benign,benign
0,6,4,240,0.715481,0.284519,benign,benign
0,6,4,421,0.122636,0.877364,malignant,malignant
0,6,4,318,0.888659,0.111341,benign,benign
0,6,4,182,0.961526,0.038474,benign,benign
0,6,4,519,0.117323,0.882677,malignant,malignant
0,6,4,382,0.880227,0.119773,benign,benign
0,6,4,507,0.863064,0.136936,benign,benign
0,6,4,262,0.040839,0.959161,malignant,malignant
0,6,4,0,0.961526,0.038474,benign,benign
0,6,4,609,0.961526,0.038474,benign,benign
0,6,4,591,0.038773,0.961227,malignant,malignant
0,6,4,306,0.961526,0.038474,benign,benign
0,6,4,290,0.961526,0.038474,benign,benign
0,6,4,680,0.015513,0.984487,malignant,malignant
0,6,4,573,0.961526,0.038474,benign,benign
0,6,4,424,0.961526,0.038474,benign,benign
0,6,4,605,0.090599,0.909401,malignant,malignant
0,6,4,144,0.961526,0.038474,benign,benign
0,6,4,438,0.892636,0.107364,benign,benign
0,6,4,254,0.254888,0.745112,malignant,malignant
0,6,4,354,0.961526,0.038474,benign,benign
0,6,4,84,0.020256,0.979744,malignant,malignant
0,6,4,422,0.763628,0.236372,benign,benign
0,6,4,486,0.961526,0.038474,benign,benign
0,6,4,65,0.320558,0.679442,malignant,malignant
0,6,4,24,0.961526,0.038474,benign,benign
0,6,4,280,0.961526,0.038474,benign,benign
0,6,4,582,0.102751,0.897249,malignant,malignant
0,6,4,687,0.861677,0.138323,benign,benign
0,6,4,420,0.83239,0.16761,benign,benign
0,6,4,457,0.005592,0.994408,malignant,malignant
0,6,4,526,0.961526,0.038474,benign,benign
0,6,4,539,0.961526,0.038474,benign,benign
0,6,4,206,0.232087,0.767913,malignant,malignant
0,6,4,278,0.961526,0.038474,benign,benign
0,6,4,627,0.863064,0.136936,benign,benign
0,6,4,285,0.040839,0.959161,malignant,malignant
0,6,4,572,0.961526,0.038474,benign,benign
0,6,4,170,0.961526,0.038474,benign,benign
0,6,4,569,0.113414,0.886586,malignant,malignant
0,6,4,653,0.961526,0.038474,benign,benign
0,6,4,364,0.961526,0.038474,benign,benign
0,6,4,320,0.040839,0.959161,malignant,malignant
0,6,4,542,0.932366,0.067634,benign,benign
0,6,5,684,0.984822,0.015178,benign,benign
0,6,5,151,0.359298,0.640702,malignant,malignant
0,6,5,355,0.905042,0.094958,benign,benign
0,6,5,7,0.973456,0.026544,benign,benign
0,6,5,18,0.094142,0.905858,malignant,malignant
0,6,5,673,0.764808,0.235192,benign,benign
0,6,5,309,0.696295,0.303705,benign,benign
0,6,5,356,0.588719,0.411281,benign,malignant
0,6,5,275,0.914206,0.085794,benign,benign
0,6,5,532,0.984822,0.015178,benign,benign
0,6,5,149,0.057298,0.942702,malignant,malignant
0,6,5,137,0.984822,0.015178,benign,benign
0,6,5,335,0.984822,0.015178,benign,benign
0,6,5,316,0.376813,0.623187,malignant,malignant
0,6,5,690,0.984822,0.015178,benign,benign
0,6,5,676,0.973456,0.026544,benign,benign
0,6,5,46,0.422143,0.577857,malignant,malignant
0,6,5,244,0.984822,0.015178,benign,benign
0,6,5,222,0.927689,0.072311,benign,malignant
0,6,5,410,0.984822,0.015178,benign,benign
0,6,5,83,0.820095,0.179905,benign,benign
0,6,5,546,0.018523,0.981477,malignant,malignant
0,6,5,551,0.984822,0.015178,benign,benign
0,6,5,464,0.984822,0.015178,benign,benign
0,6,5,330,0.269654,0.730346,malignant,malignant
0,6,5,639,0.984822,0.015178,benign,benign
0,6,5,240,0.854495,0.145505,benign,benign
0,6,5,421,0.062963,0.937037,malignant,malignant
0,6,5,318,0.919719,0.080281,benign,benign
0,6,5,182,0.957354,0.042646,benign,benign
0,6,5,519,0.159908,0.840092,malignant,malignant
0,6,5,382,0.897648,0.102352,benign,benign
0,6,5,507,0.927689,0.072311,benign,benign
0,6,5,262,0.057298,0.942702,malignant,malignant
0,6,5,0,0.984822,0.015178,benign,benign
0,6,5,609,0.984822,0.015178,benign,benign
0,6,5,591,0.147562,0.852438,malignant,malignant
0,6,5,306,0.984822,0.015178,benign,benign
0,6,5,290,0.984822,0.015178,benign,benign
0,6,5,680,0.021225,0.978775,malignant,malignant
0,6,5,573,0.984822,0.015178,benign,benign
0,6,5,424,0.984822,0.015178,benign,benign
0,6,5,605,0.117049,0.882951,malignant,malignant
0,6,5,144,0.984822,0.015178,benign,benign
0,6,5,438,0.949354,0.050646,benign,benign
0,6,5,254,0.130784,0.869216,malignant,malignant
0,6,5,354,0.984822,0.015178,benign,benign
0,6,5,84,0.112625,0.887375,malignant,malignant
0,6,5,422,0.748673,0.251327,benign,benign
0,6,5,486,0.984822,0.015178,benign,benign
0,6,5,65,0.404457,0.595543,malignant,malignant
0,6,5,24,0.984822,0.015178,benign,benign
0,6,5,280,0.984822,0.015178,benign,benign
0,6,5,582,0.067915,0.932085,malignant,malignant
0,6,5,687,0.909675,0.090325,benign,benign
0,6,5,420,0.884134,0.115866,benign,benign
0,6,5,457,0.036537,0.963463,malignant,malignant
0,6,5,526,0.984822,0.015178,benign,benign
0,6,5,539,0.957354,0.042646,benign,benign
0,6,5,206,0.140636,0.859364,malignant,malignant
0,6,5,278,0.984822,0.015178,benign,benign
0,6,5,627,0.927689,0.072311,benign,benign
0,6,5,285,0.02208,0.97792,malignant,malignant
0,6,5,572,0.984822,0.015178,benign,benign
0,6,5,170,0.984822,0.015178,benign,benign
0,6,5,569,0.049818,0.950182,malignant,malignant
0,6,5,653,0.984822,0.015178,benign,benign
0,6,5,364,0.984822,0.015178,benign,benign
0,6,5,320,0.147275,0.852725,malignant,malignant
0,6,5,542,0.843299,0.156701,benign,benign
0,6,6,684,0.966456,0.033544,benign,benign
0,6,6,151,0.155865,0.844135,malignant,malignant
0,6,6,355,0.816582,0.183418,benign,benign
0,6,6,7,0.964741,0.035259,benign,benign
0,6,6,18,0.162004,0.837996,malignant,malignant
0,6,6,673,0.755386,0.244614,benign,benign
0,6,6,309,0.88046,0.11954,benign,benign
0,6,6,356,0.598871,0.401129,benign,malignant
0,6,6,275,0.87256,0.12744,benign,benign
0,6,6,532,0.966456,0.033544,benign,benign
0,6,6,149,0.054682,0.945318,malignant,malignant
0,6,6,137,0.966456,0.033544,benign,benign
0,6,6,335,0.966456,0.033544,benign,benign
0,6,6,316,0.309624,0.690376,malignant,malignant
0,6,6,690,0.966456,0.033544,benign,benign
0,6,6,676,0.964741,0.035259,benign,benign
0,6,6,46,0.411236,0.588764,malignant,malignant
0,6,6,244,0.966456,0.033544,benign,benign
0,6,6,222,0.943316,0.056684,benign,malignant
0,6,6,410,0.966456,0.033544,benign,benign
0,6,6,83,0.88046,0.11954,benign,benign
0,6,6,546,0.019399,0.980601,malignant,malignant
0,6,6,551,0.966456,0.033544,benign,benign
0,6,6,464,0.966456,0.033544,benign,benign
0,6,6,330,0.218513,0.781487,malignant,malignant
0,6,6,639,0.966456,0.033544,benign,benign
0,6,6,240,0.846479,0.153521,benign,benign
0,6,6,421,0.014009,0.985991,malignant,malignant
0,6,6,318,0.869035,0.130965,benign,benign
0,6,6,182,0.959512,0.040488,benign,benign
0,6,6,519,0.140316,0.859684,malignant,malignant
0,6,6,382,0.937646,0.062354,benign,benign
0,6,6,507,0.943316,0.056684,benign,benign
0,6,6,262,0.054682,0.945318,malignant,malignant
0,6,6,0,0.966456,0.033544,benign,benign
0,6,6,609,0.966456,0.033544,benign,benign
0,6,6,591,0.106208,0.893792,malignant,malignant
0,6,6,306,0.966456,0.033544,benign,benign
0,6,6,290,0.966456,0.033544,benign,benign
0,6,6,680,0.012406,0.987594,malignant,malignant
0,6,6,573,0.966456,0.033544,benign,benign
0,6,6,424,0.966456,0.033544,benign,benign
0,6,6,605,0.14513,0.85487,malignant,malignant
0,6,6,144,0.966456,0.033544,benign,benign
0,6,6,438,0.911869,0.088131,benign,benign
0,6,6,254,0.143518,0.856482,malignant,malignant
0,6,6,354,0.966456,0.033544,benign,benign
0,6,6,84,0.099367,0.900633,malignant,malignant
0,6,6,422,0.715046,0.284954,benign,benign
0,6,6,486,0.966456,0.033544,benign,benign
0,6,6,65,0.39982,0.60018,malignant,malignant
0,6,6,24,0.966456,0.033544,benign,benign
0,6,6,280,0.966456,0.033544,benign,benign
0,6,6,582,0.131196,0.868804,malignant,malignant
0,6,6,687,0.966456,0.033544,benign,benign
0,6,6,420,0.732337,0.267663,benign,benign
0,6,6,457,0.099198,0.900802,malignant,malignant
0,6,6,526,0.966456,0.033544,benign,benign
0,6,6,539,0.959512,0.040488,benign,benign
0,6,6,206,0.089521,0.910479,malignant,malignant
0,6,6,278,0.966456,0.033544,benign,benign
0,6,6,627,0.943316,0.056684,benign,benign
0,6,6,285,0.014205,0.985795,malignant,malignant
0,6,6,572,0.966456,0.033544,benign,benign
0,6,6,170,0.966456,0.033544,benign,benign
0,6,6,569,0.131629,0.868371,malignant,malignant
0,6,6,653,0.966456,0.033544,benign,benign
0,6,6,364,0.966456,0.033544,benign,benign
0,6,6,320,0.152613,0.847387,malignant,malignant
0,6,6,542,0.844825,0.155175,benign,benign
0,6,7,684,0.981437,0.018563,benign,benign
0,6,7,151,0.125648,0.874352,malignant,malignant
0,6,7,355,0.941766,0.058234,benign,benign
0,6,7,7,0.943517,0.056483,benign,benign
0,6,7,18,0.055812,0.944188,malignant,malignant
0,6,7,673,0.7941,0.2059,benign,benign
0,6,7,309,0.843443,0.156557,benign,benign
0,6,7,356,0.511353,0.488647,benign,malignant
0,6,7,275,0.850082,0.149918,benign,benign
0,6,7,532,0.981437,0.018563,benign,benign
0,6,7,149,0.034343,0.965657,malignant,malignant
0,6,7,137,0.981437,0.018563,benign,benign
0,6,7,335,0.981437,0.018563,benign,benign
0,6,7,316,0.085322,0.914678,malignant,malignant
0,6,7,690,0.981437,0.018563,benign,benign
0,6,7,676,0.965255,0.034745,benign,benign
0,6,7,46,0.350389,0.649611,malignant,malignant
0,6,7,244,0.981437,0.018563,benign,benign
0,6,7,222,0.907933,0.092067,benign,malignant
0,6,7,410,0.981437,0.018563,benign,benign
0,6,7,83,0.8028,0.1972,benign,benign
0,6,7,546,0.025145,0.974855,malignant,malignant
0,6,7,551,0.981437,0.018563,benign,benign
0,6,7,464,0.981437,0.018563,benign,benign
0,6,7,330,0.273511,0.726489,malignant,malignant
0,6,7,639,0.981437,0.018563,benign,benign
0,6,7,240,0.843906,0.156094,benign,benign
0,6,7,421,0.027544,0.972456,malignant,malignant
0,6,7,318,0.944028,0.055972,benign,benign
0,6,7,182,0.972338,0.027662,benign,benign
0,6,7,519,0.047924,0.952076,malignant,malignant
0,6,7,382,0.896295,0.103705,benign,benign
0,6,7,507,0.907933,0.092067,benign,benign
0,6,7,262,0.034343,0.965657,malignant,malignant
0,6,7,0,0.981437,0.018563,benign,benign
0,6,7,609,0.981437,0.018563,benign,benign
0,6,7,591,0.047924,0.952076,malignant,malignant
0,6,7,306,0.981437,0.018563,benign,benign
0,6,7,290,0.981437,0.018563,benign,benign
0,6,7,680,0.025145,0.974855,malignant,malignant
0,6,7,573,0.981437,0.018563,benign,benign
0,6,7,424,0.981437,0.018563,benign,benign
0,6,7,605,0.167435,0.832565,malignant,malignant
0,6,7,144,0.981437,0.018563,benign,benign
0,6,7,438,0.917369,0.082631,benign,benign
0,6,7,254,0.237054,0.762946,malignant,malignant
0,6,7,354,0.981437,0.018563,benign,benign
0,6,7,84,0.136405,0.863595,malignant,malignant
0,6,7,422,0.692266,0.307734,benign,benign
0,6,7,486,0.981437,0.018563,benign,benign
0,6,7,65,0.439778,0.560222,malignant,malignant
0,6,7,24,0.981437,0.018563,benign,benign
0,6,7,280,0.981437,0.018563,benign,benign
0,6,7,582,0.062237,0.937763,malignant,malignant
0,6,7,687,0.979176,0.020824,benign,benign
0,6,7,420,0.805736,0.194264,benign,benign
0,6,7,457,0.111849,0.888151,malignant,malignant
0,6,7,526,0.981437,0.018563,benign,benign
0,6,7,539,0.972338,0.027662,benign,benign
0,6,7,206,0.220605,0.779395,malignant,malignant
0,6,7,278,0.981437,0.018563,benign,benign
0,6,7,627,0.907933,0.092067,benign,benign
0,6,7,285,0.026052,0.973948,malignant,malignant
0,6,7,572,0.981437,0.018563,benign,benign
0,6,7,170,0.981437,0.018563,benign,benign
0,6,7,569,0.117447,0.882553,malignant,malignant
0,6,7,653,0.981437,0.018563,benign,benign
0,6,7,364,0.981437,0.018563,benign,benign
0,6,7,320,0.047924,0.952076,malignant,malignant
0,6,7,542,0.886036,0.113964,benign,benign
0,7,0,9,0.938052,0.061948,benign,benign
0,7,0,506,0.179679,0.820321,malignant,malignant
0,7,0,463,0.924477,0.075523,benign,benign
0,7,0,537,0.912542,0.087458,benign,benign
0,7,0,200,0.028074,0.971926,malignant,malignant
0,7,0,384,0.966506,0.033494,benign,benign
0,7,0,201,0.094741,0.905259,malignant,malignant
0,7,0,643,0.966506,0.033494,benign,benign
0,7,0,125,0.966506,0.033494,benign,benign
0,7,0,359,0.414157,0.585843,malignant,malignant
0,7,0,401,0.966506,0.033494,benign,benign
0,7,0,497,0.938052,0.061948,benign,benign
0,7,0,238,0.122607,0.877393,malignant,malignant
0,7,0,374,0.934687,0.065313,benign,benign
0,7,0,376,0.966506,0.033494,benign,benign
0,7,0,267,0.273349,0.726651,malignant,malignant
0,7,0,321,0.841398,0.158602,benign,benign
0,7,0,688,0.966506,0.033494,benign,benign
0,7,0,344,0.093197,0.906803,malignant,malignant
0,7,0,628,0.966506,0.033494,benign,benign
0,7,0,405,0.966506,0.033494,benign,benign
0,7,0,57,0.532727,0.467273,benign,malignant
0,7,0,533,0.966506,0.033494,benign,benign
0,7,0,199,0.966506,0.033494,benign,benign
0,7,0,106,0.135827,0.864173,malignant,malignant
0,7,0,375,0.966506,0.033494,benign,benign
0,7,0,607,0.966506,0.033494,benign,benign
0,7,0,25,0.698546,0.301454,benign,malignant
0,7,0,630,0.779144,0.220856,benign,benign
0,7,0,462,0.966506,0.033494,benign,benign
0,7,0,456,0.079162,0.920838,malignant,malignant
0,7,0,258,0.944361,0.055639,benign,benign
0,7,0,461,0.862861,0.137139,benign,benign
0,7,0,142,0.232491,0.767509,malignant,malignant
0,7,0,325,0.800301,0.199699,benign,benign
0,7,0,339,0.181242,0.818758,malignant,malignant
0,7,0,301,0.944361,0.055639,benign,benign
0,7,0,589,0.966506,0.033494,benign,benign
0,7,0,340,0.151324,0.848676,malignant,malignant
0,7,0,265,0.812471,0.187529,benign,benign
0,7,0,47,0.966506,0.033494,benign,benign
0,7,0,273,0.448869,0.551131,malignant,malignant
0,7,0,114,0.727215,0.272785,benign,benign
0,7,0,110,0.71699,0.28301,benign,benign
0,7,0,44,0.338606,0.661394,malignant,malignant
0,7,0,97,0.944361,0.055639,benign,benign
0,7,0,4,0.944361,0.055639,benign,benign
0,7,0,357,0.044776,0.955224,malignant,malignant
0,7,0,139,0.863543,0.136457,benign,benign
0,7,0,91,0.966506,0.033494,benign,benign
0,7,0,308,0.337099,0.662901,malignant,malignant
0,7,0,450,0.966506,0.033494,benign,benign
0,7,0,274,0.902332,0.097668,benign,benign
0,7,0,123,0.297987,0.702013,malignant,malignant
0,7,0,11,0.966506,0.033494,benign,benign
0,7,0,505,0.872774,0.127226,benign,benign
0,7,0,633,0.266954,0.733046,malignant,malignant
0,7,0,369,0.911169,0.088831,benign,benign
0,7,0,510,0.966506,0.033494,benign,benign
0,7,0,658,0.044776,0.955224,malignant,malignant
0,7,0,94,0.944361,0.055639,benign,benign
0,7,0,19,0.944361,0.055639,benign,benign
0,7,0,53,0.219711,0.780289,malignant,malignant
0,7,0,678,0.966506,0.033494,benign,benign
0,7,0,581,0.122157,0.877843,malignant,malignant
0,7,0,161,0.902332,0.097668,benign,benign
0,7,0,660,0.966506,0.033494,benign,benign
0,7,0,292,0.37318,0.62682,malignant,malignant
0,7,0,331,0.944361,0.055639,benign,benign
0,7,0,576,0.966506,0.033494,benign,benign
0,7,1,9,0.936779,0.063221,benign,benign
0,7,1,506,0.115039,0.884961,malignant,malignant
0,7,1,463,0.93277,0.06723,benign,benign
0,7,1,537,0.941855,0.058145,benign,benign
0,7,1,200,0.009512,0.990488,malignant,malignant
0,7,1,384,0.959398,0.040602,benign,benign
0,7,1,201,0.009512,0.990488,malignant,malignant
0,7,1,643,0.959398,0.040602,benign,benign
0,7,1,125,0.959398,0.040602,benign,benign
0,7,1,359,0.393782,0.606218,malignant,malignant
0,7,1,401,0.959398,0.040602,benign,benign
0,7,1,497,0.936779,0.063221,benign,benign
0,7,1,238,0.057875,0.942125,malignant,malignant
0,7,1,374,0.941855,0.058145,benign,benign
0,7,1,376,0.959398,0.040602,benign,benign
0,7,1,267,0.069426,0.930574,malignant,malignant
0,7,1,321,0.861146,0.138854,benign,benign
0,7,1,688,0.959398,0.040602,benign,benign
0,7,1,344,0.022845,0.977155,malignant,malignant
0,7,1,628,0.959398,0.040602,benign,benign
0,7,1,405,0.959398,0.040602,benign,benign
0,7,1,57,0.614466,0.385534,benign,malignant
0,7,1,533,0.959398,0.040602,benign,benign
0,7,1,199,0.959398,0.040602,benign,benign
0,7,1,106,0.060905,0.939095,malignant,malignant
0,7,1,375,0.959398,0.040602,benign,benign
0,7,1,607,0.959398,0.040602,benign,benign
0,7,1,25,0.643411,0.356589,benign,malignant
0,7,1,630,0.853499,0.146501,benign,benign
0,7,1,462,0.959398,0.040602,benign,benign
0,7,1,456,0.022845,0.977155,malignant,malignant
0,7,1,258,0.959398,0.040602,benign,benign
0,7,1,461,0.925436,0.074564,benign,benign
0,7,1,142,0.29981,0.70019,malignant,malignant
0,7,1,325,0.843484,0.156516,benign,benign
0,7,1,339,0.072016,0.927984,malignant,malignant
0,7,1,301,0.959398,0.040602,benign,benign
0,7,1,589,0.959398,0.040602,benign,benign
0,7,1,340,0.142095,0.857905,malignant,malignant
0,7,1,265,0.896712,0.103288,benign,benign
0,7,1,47,0.959398,0.040602,benign,benign
0,7,1,273,0.535226,0.464774,benign,malignant
0,7,1,114,0.809469,0.190531,benign,benign
0,7,1,110,0.835387,0.164613,benign,benign
0,7,1,44,0.201281,0.798719,malignant,malignant
0,7,1,97,0.959398,0.040602,benign,benign
0,7,1,4,0.959398,0.040602,benign,benign
0,7,1,357,0.009512,0.990488,malignant,malignant
0,7,1,139,0.883808,0.116192,benign,benign
0,7,1,91,0.959398,0.040602,benign,benign
0,7,1,308,0.162534,0.837466,malignant,malignant
0,7,1,450,0.959398,0.040602,benign,benign
0,7,1,274,0.93277,0.06723,benign,benign
0,7,1,123,0.138178,0.861822,malignant,malignant
0,7,1,11,0.959398,0.040602,benign,benign
0,7,1,505,0.860482,0.139518,benign,benign
0,7,1,633,0.343232,0.656768,malignant,malignant
0,7,1,369,0.923341,0.076659,benign,benign
0,7,1,510,0.959398,0.040602,benign,benign
0,7,1,658,0.009512,0.990488,malignant,malignant
0,7,1,94,0.959398,0.040602,benign,benign
0,7,1,19,0.959398,0.040602,benign,benign
0,7,1,53,0.227585,0.772415,malignant,malignant
0,7,1,678,0.959398,0.040602,benign,benign
0,7,1,581,0.009512,0.990488,malignant,malignant
0,7,1,161,0.93277,0.06723,benign,benign
0,7,1,660,0.959398,0.040602,benign,benign
0,7,1,292,0.362948,0.637052,malignant,malignant
0,7,1,331,0.959398,0.040602,benign,benign
0,7,1,576,0.959398,0.040602,benign,benign
0,7,2,9,0.944174,0.055826,benign,benign
0,7,2,506,0.22716,0.77284,malignant,malignant
0,7,2,463,0.944784,0.055216,benign,benign
0,7,2,537,0.979611,0.020389,benign,benign
0,7,2,200,0.094883,0.905117,malignant,malignant
0,7,2,384,0.979611,0.020389,benign,benign
0,7,2,201,0.060131,0.939869,malignant,malignant
0,7,2,643,0.979611,0.020389,benign,benign
0,7,2,125,0.979611,0.020389,benign,benign
0,7,2,359,0.315682,0.684318,malignant,malignant
0,7,2,401,0.979611,0.020389,benign,benign
0,7,2,497,0.944174,0.055826,benign,benign
0,7,2,238,0.183758,0.816242,malignant,malignant
0,7,2,374,0.979611,0.020389,benign,benign
0,7,2,376,0.979611,0.020389,benign,benign
0,7,2,267,0.326235,0.673765,malignant,malignant
0,7,2,321,0.881353,0.118647,benign,benign
0,7,2,688,0.979611,0.020389,benign,benign
0,7,2,344,0.19524,0.80476,malignant,malignant
0,7,2,628,0.979611,0.020389,benign,benign
0,7,2,405,0.979611,0.020389,benign,benign
0,7,2,57,0.714237,0.285763,benign,malignant
0,7,2,533,0.979611,0.020389,benign,benign
0,7,2,199,0.979611,0.020389,benign,benign
0,7,2,106,0.140992,0.859008,malignant,malignant
0,7,2,375,0.979611,0.020389,benign,benign
0,7,2,607,0.979611,0.020389,benign,benign
0,7,2,25,0.569282,0.430718,benign,malignant
0,7,2,630,0.881951,0.118049,benign,benign
0,7,2,462,0.959655,0.040345,benign,benign
0,7,2,456,0.108459,0.891541,malignant,malignant
0,7,2,258,0.979611,0.020389,benign,benign
0,7,2,461,0.852612,0.147388,benign,benign
0,7,2,142,0.37417,0.62583,malignant,malignant
0,7,2,325,0.84268,0.15732,benign,benign
0,7,2,339,0.162162,0.837838,malignant,malignant
0,7,2,301,0.979611,0.020389,benign,benign
0,7,2,589,0.979611,0.020389,benign,benign
0,7,2,340,0.164702,0.835298,malignant,malignant
0,7,2,265,0.87145,0.12855,benign,benign
0,7,2,47,0.979611,0.020389,benign,benign
0,7,2,273,0.497074,0.502926,malignant,malignant
0,7,2,114,0.768091,0.231909,benign,benign
0,7,2,110,0.687478,0.312522,benign,benign
0,7,2,44,0.1681,0.8319,malignant,malignant
0,7,2,97,0.979611,0.020389,benign,benign
0,7,2,4,0.979611,0.020389,benign,benign
0,7,2,357,0.086748,0.913252,malignant,malignant
0,7,2,139,0.888226,0.111774,benign,benign
0,7,2,91,0.979611,0.020389,benign,benign
0,7,2,308,0.261396,0.738604,malignant,malignant
0,7,2,450,0.972204,0.027796,benign,benign
0,7,2,274,0.944784,0.055216,benign,benign
0,7,2,123,0.264989,0.735011,malignant,malignant
0,7,2,11,0.979611,0.020389,benign,benign
0,7,2,505,0.895091,0.104909,benign,benign
0,7,2,633,0.253281,0.746719,malignant,malignant
0,7,2,369,0.86867,0.13133,benign,benign
0,7,2,510,0.979611,0.020389,benign,benign
0,7,2,658,0.169558,0.830442,malignant,malignant
0,7,2,94,0.979611,0.020389,benign,benign
0,7,2,19,0.959655,0.040345,benign,benign
0,7,2,53,0.318945,0.681055,malignant,malignant
0,7,2,678,0.979611,0.020389,benign,benign
0,7,2,581,0.212925,0.787075,malignant,malignant
0,7,2,161,0.944784,0.055216,benign,benign
0,7,2,660,0.979611,0.020389,benign,benign
0,7,2,292,0.401151,0.598849,malignant,malignant
0,7,2,331,0.94606,0.05394,benign,benign
0,7,2,576,0.979611,0.020389,benign,benign
0,7,3,9,0.944432,0.055568,benign,benign
0,7,3,506,0.303387,0.696613,malignant,malignant
0,7,3,463,0.882862,0.117138,benign,benign
0,7,3,537,0.953294,0.046706,benign,benign
0,7,3,200,0.091766,0.908234,malignant,malignant
0,7,3,384,0.954412,0.045588,benign,benign
0,7,3,201,0.178268,0.821732,malignant,malignant
0,7,3,643,0.954412,0.045588,benign,benign
0,7,3,125,0.954412,0.045588,benign,benign
0,7,3,359,0.395426,0.604574,malignant,malignant
0,7,3,401,0.954412,0.045588,benign,benign
0,7,3,497,0.944432,0.055568,benign,benign
0,7,3,238,0.301966,0.698034,malignant,malignant
0,7,3,374,0.953294,0.046706,benign,benign
0,7,3,376,0.954412,0.045588,benign,benign
0,7,3,267,0.344259,0.655741,malignant,malignant
0,7,3,321,0.907696,0.092304,benign,benign
0,7,3,688,0.954412,0.045588,benign,benign
0,7,3,344,0.10255,0.89745,malignant,malignant
0,7,3,628,0.954412,0.045588,benign,benign
0,7,3,405,0.954412,0.045588,benign,benign
0,7,3,57,0.52468,0.47532,benign,malignant
0,7,3,533,0.954412,0.045588,benign,benign
0,7,3,199,0.954412,0.045588,benign,benign
0,7,3,106,0.382421,0.617579,malignant,malignant
0,7,3,375,0.954412,0.045588,benign,benign
0,7,3,607,0.954412,0.045588,benign,benign
0,7,3,25,0.675627,0.324373,benign,malignant
0,7,3,630,0.890061,0.109939,benign,benign
0,7,3,462,0.953539,0.046461,benign,benign
0,7,3,456,0.10255,0.89745,malignant,malignant
0,7,3,258,0.954412,0.045588,benign,benign
0,7,3,461,0.918668,0.081332,benign,benign
0,7,3,142,0.395426,0.604574,malignant,malignant
0,7,3,325,0.706219,0.293781,benign,benign
0,7,3,339,0.280551,0.719449,malignant,malignant
0,7,3,301,0.954412,0.045588,benign,benign
0,7,3,589,0.954412,0.045588,benign,benign
0,7,3,340,0.098379,0.901621,malignant,malignant
0,7,3,265,0.839279,0.160721,benign,benign
0,7,3,47,0.954412,0.045588,benign,benign
0,7,3,273,0.488096,0.511904,malignant,malignant
0,7,3,114,0.897315,0.102685,benign,benign
0,7,3,110,0.644899,0.355101,benign,benign
0,7,3,44,0.206371,0.793629,malignant,malignant
0,7,3,97,0.954412,0.045588,benign,benign
0,7,3,4,0.954412,0.045588,benign,benign
0,7,3,357,0.10255,0.89745,malignant,malignant
0,7,3,139,0.907696,0.092304,benign,benign
0,7,3,91,0.954412,0.045588,benign,benign
0,7,3,308,0.203822,0.796178,malignant,malignant
0,7,3,450,0.954412,0.045588,benign,benign
0,7,3,274,0.882862,0.117138,benign,benign
0,7,3,123,0.238612,0.761388,malignant,malignant
0,7,3,11,0.954412,0.045588,benign,benign
0,7,3,505,0.934176,0.065824,benign,benign
0,7,3,633,0.298716,0.701284,malignant,malignant
0,7,3,369,0.934247,0.065753,benign,benign
0,7,3,510,0.954412,0.045588,benign,benign
0,7,3,658,0.155956,0.844044,malignant,malignant
0,7,3,94,0.954412,0.045588,benign,benign
0,7,3,19,0.953539,0.046461,benign,benign
0,7,3,53,0.24397,0.75603,malignant,malignant
0,7,3,678,0.954412,0.045588,benign,benign
0,7,3,581,0.19696,0.80304,malignant,malignant
0,7,3,161,0.882862,0.117138,benign,benign
0,7,3,660,0.954412,0.045588,benign,benign
0,7,3,292,0.247049,0.752951,malignant,malignant
0,7,3,331,0.954412,0.045588,benign,benign
0,7,3,576,0.954412,0.045588,benign,benign
0,7,4,9,0.961526,0.038474,benign,benign
0,7,4,506,0.280883,0.719117,malignant,malignant
0,7,4,463,0.910902,0.089098,benign,benign
0,7,4,537,0.930851,0.069149,benign,benign
0,7,4,200,0.044086,0.955914,malignant,malignant
0,7,4,384,0.961526,0.038474,benign,benign
0,7,4,201,0.122636,0.877364,malignant,malignant
0,7,4,643,0.961526,0.038474,benign,benign
0,7,4,125,0.961526,0.038474,benign,benign
0,7,4,359,0.301154,0.698846,malignant,malignant
0,7,4,401,0.961526,0.038474,benign,benign
0,7,4,497,0.961526,0.038474,benign,benign
0,7,4,238,0.156556,0.843444,malignant,malignant
0,7,4,374,0.930851,0.069149,benign,benign
0,7,4,376,0.961526,0.038474,benign,benign
0,7,4,267,0.189637,0.810363,malignant,malignant
0,7,4,321,0.881538,0.118462,benign,benign
0,7,4,688,0.961526,0.038474,benign,benign
0,7,4,344,0.131748,0.868252,malignant,malignant
0,7,4,628,0.961526,0.038474,benign,benign
0,7,4,405,0.961526,0.038474,benign,benign
0,7,4,57,0.659194,0.340806,benign,malignant
0,7,4,533,0.961526,0.038474,benign,benign
0,7,4,199,0.961526,0.038474,benign,benign
0,7,4,106,0.161018,0.838982,malignant,malignant
0,7,4,375,0.961526,0.038474,benign,benign
0,7,4,607,0.961526,0.038474,benign,benign
0,7,4,25,0.625716,0.374284,benign,malignant
0,7,4,630,0.892636,0.107364,benign,benign
0,7,4,462,0.961526,0.038474,benign,benign
0,7,4,456,0.044086,0.955914,malignant,malignant
0,7,4,258,0.961526,0.038474,benign,benign
0,7,4,461,0.863064,0.136936,benign,benign
0,7,4,142,0.232087,0.767913,malignant,malignant
0,7,4,325,0.831002,0.168998,benign,benign
0,7,4,339,0.23659,0.76341,malignant,malignant
0,7,4,301,0.961526,0.038474,benign,benign
0,7,4,589,0.961526,0.038474,benign,benign
0,7,4,340,0.324454,0.675546,malignant,malignant
0,7,4,265,0.842012,0.157988,benign,benign
0,7,4,47,0.961526,0.038474,benign,benign
0,7,4,273,0.601487,0.398513,benign,malignant
0,7,4,114,0.80323,0.19677,benign,benign
0,7,4,110,0.682286,0.317714,benign,benign
0,7,4,44,0.018579,0.981421,malignant,malignant
0,7,4,97,0.961526,0.038474,benign,benign
0,7,4,4,0.961526,0.038474,benign,benign
0,7,4,357,0.040839,0.959161,malignant,malignant
0,7,4,139,0.838316,0.161684,benign,benign
0,7,4,91,0.961526,0.038474,benign,benign
0,7,4,308,0.074453,0.925547,malignant,malignant
0,7,4,450,0.961526,0.038474,benign,benign
0,7,4,274,0.910902,0.089098,benign,benign
0,7,4,123,0.296884,0.703116,malignant,malignant
0,7,4,11,0.961526,0.038474,benign,benign
0,7,4,505,0.932366,0.067634,benign,benign
0,7,4,633,0.187431,0.812569,malignant,malignant
0,7,4,369,0.892636,0.107364,benign,benign
0,7,4,510,0.961526,0.038474,benign,benign
0,7,4,658,0.119389,0.880611,malignant,malignant
0,7,4,94,0.961526,0.038474,benign,benign
0,7,4,19,0.961526,0.038474,benign,benign
0,7,4,53,0.246876,0.753124,malignant,malignant
0,7,4,678,0.961526,0.038474,benign,benign
0,7,4,581,0.038773,0.961227,malignant,malignant
0,7,4,161,0.910902,0.089098,benign,benign
0,7,4,660,0.961526,0.038474,benign,benign
0,7,4,292,0.241512,0.758488,malignant,malignant
0,7,4,331,0.924728,0.075272,benign,benign
0,7,4,576,0.961526,0.038474,benign,benign
0,7,5,9,0.92603,0.07397,benign,benign
0,7,5,506,0.11185,0.88815,malignant,malignant
0,7,5,463,0.967806,0.032194,benign,benign
0,7,5,537,0.973456,0.026544,benign,benign
0,7,5,200,0.057298,0.942702,malignant,malignant
0,7,5,384,0.984822,0.015178,benign,benign
0,7,5,201,0.061227,0.938773,malignant,malignant
0,7,5,643,0.984822,0.015178,benign,benign
0,7,5,125,0.984822,0.015178,benign,benign
0,7,5,359,0.315569,0.684431,malignant,malignant
0,7,5,401,0.984822,0.015178,benign,benign
0,7,5,497,0.92603,0.07397,benign,benign
0,7,5,238,0.149924,0.850076,malignant,malignant
0,7,5,374,0.973456,0.026544,benign,benign
0,7,5,376,0.984822,0.015178,benign,benign
0,7,5,267,0.254772,0.745228,malignant,malignant
0,7,5,321,0.957144,0.042856,benign,benign
0,7,5,688,0.984822,0.015178,benign,benign
0,7,5,344,0.064895,0.935105,malignant,malignant
0,7,5,628,0.984822,0.015178,benign,benign
0,7,5,405,0.984822,0.015178,benign,benign
0,7,5,57,0.53787,0.46213,benign,malignant
0,7,5,533,0.984822,0.015178,benign,benign
0,7,5,199,0.984822,0.015178,benign,benign
0,7,5,106,0.154796,0.845204,malignant,malignant
0,7,5,375,0.984822,0.015178,benign,benign
0,7,5,607,0.984822,0.015178,benign,benign
0,7,5,25,0.691126,0.308874,benign,malignant
0,7,5,630,0.871427,0.128573,benign,benign
0,7,5,462,0.957354,0.042646,benign,benign
0,7,5,456,0.049891,0.950109,malignant,malignant
0,7,5,258,0.984822,0.015178,benign,benign
0,7,5,461,0.927689,0.072311,benign,benign
0,7,5,142,0.222274,0.777726,malignant,malignant
0,7,5,325,0.819806,0.180194,benign,benign
0,7,5,339,0.126467,0.873533,malignant,malignant
0,7,5,301,0.984822,0.015178,benign,benign
0,7,5,589,0.984822,0.015178,benign,benign
0,7,5,340,0.254186,0.745814,malignant,malignant
0,7,5,265,0.893034,0.106966,benign,benign
0,7,5,47,0.984822,0.015178,benign,benign
0,7,5,273,0.529346,0.470654,benign,malignant
0,7,5,114,0.801402,0.198598,benign,benign
0,7,5,110,0.712002,0.287998,benign,benign
0,7,5,44,0.042277,0.957723,malignant,malignant
0,7,5,97,0.984822,0.015178,benign,benign
0,7,5,4,0.984822,0.015178,benign,benign
0,7,5,357,0.021796,0.978204,malignant,malignant
0,7,5,139,0.95352,0.04648,benign,benign
0,7,5,91,0.984822,0.015178,benign,benign
0,7,5,308,0.197499,0.802501,malignant,malignant
0,7,5,450,0.984822,0.015178,benign,benign
0,7,5,274,0.967806,0.032194,benign,benign
0,7,5,123,0.405976,0.594024,malignant,malignant
0,7,5,11,0.984822,0.015178,benign,benign
0,7,5,505,0.843299,0.156701,benign,benign
0,7,5,633,0.225728,0.774272,malignant,malignant
0,7,5,369,0.949354,0.050646,benign,benign
0,7,5,510,0.984822,0.015178,benign,benign
0,7,5,658,0.107728,0.892272,malignant,malignant
0,7,5,94,0.984822,0.015178,benign,benign
0,7,5,19,0.957354,0.042646,benign,benign
0,7,5,53,0.287025,0.712975,malignant,malignant
0,7,5,678,0.984822,0.015178,benign,benign
0,7,5,581,0.148572,0.851428,malignant,malignant
0,7,5,161,0.967806,0.032194,benign,benign
0,7,5,660,0.984822,0.015178,benign,benign
0,7,5,292,0.276668,0.723332,malignant,malignant
0,7,5,331,0.979382,0.020618,benign,benign
0,7,5,576,0.984822,0.015178,benign,benign
0,7,6,9,0.954544,0.045456,benign,benign
0,7,6,506,0.095195,0.904805,malignant,malignant
0,7,6,463,0.978946,0.021054,benign,benign
0,7,6,537,0.974109,0.025891,benign,benign
0,7,6,200,0.075914,0.924086,malignant,malignant
0,7,6,384,0.978946,0.021054,benign,benign
0,7,6,201,0.024874,0.975126,malignant,malignant
0,7,6,643,0.978946,0.021054,benign,benign
0,7,6,125,0.978946,0.021054,benign,benign
0,7,6,359,0.208782,0.791218,malignant,malignant
0,7,6,401,0.978946,0.021054,benign,benign
0,7,6,497,0.954544,0.045456,benign,benign
0,7,6,238,0.059909,0.940091,malignant,malignant
0,7,6,374,0.974109,0.025891,benign,benign
0,7,6,376,0.978946,0.021054,benign,benign
0,7,6,267,0.199276,0.800724,malignant,malignant
0,7,6,321,0.972417,0.027583,benign,benign
0,7,6,688,0.978946,0.021054,benign,benign
0,7,6,344,0.043174,0.956826,malignant,malignant
0,7,6,628,0.978946,0.021054,benign,benign
0,7,6,405,0.978946,0.021054,benign,benign
0,7,6,57,0.446214,0.553786,malignant,malignant
0,7,6,533,0.978946,0.021054,benign,benign
0,7,6,199,0.978946,0.021054,benign,benign
0,7,6,106,0.168329,0.831671,malignant,malignant
0,7,6,375,0.978946,0.021054,benign,benign
0,7,6,607,0.978946,0.021054,benign,benign
0,7,6,25,0.503217,0.496783,benign,malignant
0,7,6,630,0.928926,0.071074,benign,benign
0,7,6,462,0.978946,0.021054,benign,benign
0,7,6,456,0.026641,0.973359,malignant,malignant
0,7,6,258,0.978946,0.021054,benign,benign
0,7,6,461,0.945282,0.054718,benign,benign
0,7,6,142,0.358709,0.641291,malignant,malignant
0,7,6,325,0.850647,0.149353,benign,benign
0,7,6,339,0.167715,0.832285,malignant,malignant
0,7,6,301,0.978946,0.021054,benign,benign
0,7,6,589,0.978946,0.021054,benign,benign
0,7,6,340,0.16376,0.83624,malignant,malignant
0,7,6,265,0.917668,0.082332,benign,benign
0,7,6,47,0.978946,0.021054,benign,benign
0,7,6,273,0.453879,0.546121,malignant,malignant
0,7,6,114,0.565288,0.434712,benign,benign
0,7,6,110,0.586652,0.413348,benign,benign
0,7,6,44,0.073868,0.926132,malignant,malignant
0,7,6,97,0.978946,0.021054,benign,benign
0,7,6,4,0.978946,0.021054,benign,benign
0,7,6,357,0.041079,0.958921,malignant,malignant
0,7,6,139,0.968111,0.031889,benign,benign
0,7,6,91,0.978946,0.021054,benign,benign
0,7,6,308,0.209655,0.790345,malignant,malignant
0,7,6,450,0.978946,0.021054,benign,benign
0,7,6,274,0.978946,0.021054,benign,benign
0,7,6,123,0.153548,0.846452,malignant,malignant
0,7,6,11,0.978946,0.021054,benign,benign
0,7,6,505,0.849839,0.150161,benign,benign
0,7,6,633,0.123083,0.876917,malignant,malignant
0,7,6,369,0.974361,0.025639,benign,benign
0,7,6,510,0.978946,0.021054,benign,benign
0,7,6,658,0.097452,0.902548,malignant,malignant
0,7,6,94,0.978946,0.021054,benign,benign
0,7,6,19,0.978946,0.021054,benign,benign
0,7,6,53,0.291113,0.708887,malignant,malignant
0,7,6,678,0.978946,0.021054,benign,benign
0,7,6,581,0.117741,0.882259,malignant,malignant
0,7,6,161,0.978946,0.021054,benign,benign
0,7,6,660,0.978946,0.021054,benign,benign
0,7,6,292,0.211524,0.788476,malignant,malignant
0,7,6,331,0.932336,0.067664,benign,benign
0,7,6,576,0.978946,0.021054,benign,benign
0,7,7,9,0.917889,0.082111,benign,benign
0,7,7,506,0.219723,0.780277,malignant,malignant
0,7,7,463,0.986296,0.013704,benign,benign
0,7,7,537,0.978609,0.021391,benign,benign
0,7,7,200,0.042643,0.957357,malignant,malignant
0,7,7,384,0.986296,0.013704,benign,benign
0,7,7,201,0.042643,0.957357,malignant,malignant
0,7,7,643,0.986296,0.013704,benign,benign
0,7,7,125,0.986296,0.013704,benign,benign
0,7,7,359,0.201593,0.798407,malignant,malignant
0,7,7,401,0.986296,0.013704,benign,benign
0,7,7,497,0.917889,0.082111,benign,benign
0,7,7,238,0.103392,0.896608,malignant,malignant
0,7,7,374,0.978609,0.021391,benign,benign
0,7,7,376,0.986296,0.013704,benign,benign
0,7,7,267,0.050827,0.949173,malignant,malignant
0,7,7,321,0.910993,0.089007,benign,benign
0,7,7,688,0.986296,0.013704,benign,benign
0,7,7,344,0.050827,0.949173,malignant,malignant
0,7,7,628,0.986296,0.013704,benign,benign
0,7,7,405,0.986296,0.013704,benign,benign
0,7,7,57,0.555687,0.444313,benign,malignant
0,7,7,533,0.986296,0.013704,benign,benign
0,7,7,199,0.986296,0.013704,benign,benign
0,7,7,106,0.039844,0.960156,malignant,malignant
0,7,7,375,0.986296,0.013704,benign,benign
0,7,7,607,0.986296,0.013704,benign,benign
0,7,7,25,0.567062,0.432938,benign,malignant
0,7,7,630,0.870831,0.129169,benign,benign
0,7,7,462,0.986296,0.013704,benign,benign
0,7,7,456,0.042643,0.957357,malignant,malignant
0,7,7,258,0.986296,0.013704,benign,benign
0,7,7,461,0.871804,0.128196,benign,benign
0,7,7,142,0.37896,0.62104,malignant,malignant
0,7,7,325,0.843398,0.156602,benign,benign
0,7,7,339,0.042643,0.957357,malignant,malignant
0,7,7,301,0.986296,0.013704,benign,benign
0,7,7,589,0.986296,0.013704,benign,benign
0,7,7,340,0.042643,0.957357,malignant,malignant
0,7,7,265,0.952644,0.047356,benign,benign
0,7,7,47,0.986296,0.013704,benign,benign
0,7,7,273,0.501382,0.498618,benign,malignant
0,7,7,114,0.743086,0.256914,benign,benign
0,7,7,110,0.651598,0.348402,benign,benign
0,7,7,44,0.100901,0.899099,malignant,malignant
0,7,7,97,0.986296,0.013704,benign,benign
0,7,7,4,0.986296,0.013704,benign,benign
0,7,7,357,0.039844,0.960156,malignant,malignant
0,7,7,139,0.889934,0.110066,benign,benign
0,7,7,91,0.986296,0.013704,benign,benign
0,7,7,308,0.318749,0.681251,malignant,malignant
0,7,7,450,0.986296,0.013704,benign,benign
0,7,7,274,0.986296,0.013704,benign,benign
0,7,7,123,0.050827,0.949173,malignant,malignant
0,7,7,11,0.986296,0.013704,benign,benign
0,7,7,505,0.888507,0.111493,benign,benign
0,7,7,633,0.253711,0.746289,malignant,malignant
0,7,7,369,0.988981,0.011019,benign,benign
0,7,7,510,0.986296,0.013704,benign,benign
0,7,7,658,0.050827,0.949173,malignant,malignant
0,7,7,94,0.986296,0.013704,benign,benign
0,7,7,19,0.986296,0.013704,benign,benign
0,7,7,53,0.363647,0.636353,malignant,malignant
0,7,7,678,0.986296,0.013704,benign,benign
0,7,7,581,0.048892,0.951108,malignant,malignant
0,7,7,161,0.986296,0.013704,benign,benign
0,7,7,660,0.986296,0.013704,benign,benign
0,7,7,292,0.17085,0.82915,malignant,malignant
0,7,7,331,0.965607,0.034393,benign,benign
0,7,7,576,0.986296,0.013704,benign,benign
0,8,0,175,0.165014,0.834986,malignant,malignant
0,8,0,652,0.924477,0.075523,benign,benign
0,8,0,661,0.944361,0.055639,benign,benign
0,8,0,111,0.301401,0.698599,malignant,malignant
0,8,0,509,0.966506,0.033494,benign,benign
0,8,0,77,0.939441,0.060559,benign,benign
0,8,0,317,0.041527,0.958473,malignant,malignant
0,8,0,217,0.944361,0.055639,benign,benign
0,8,0,622,0.832056,0.167944,benign,benign
0,8,0,67,0.367359,0.632641,malignant,malignant
0,8,0,291,0.944361,0.055639,benign,benign
0,8,0,667,0.944361,0.055639,benign,benign
0,8,0,592,0.236534,0.763466,malignant,malignant
0,8,0,96,0.966506,0.033494,benign,benign
0,8,0,243,0.774049,0.225951,benign,benign
0,8,0,50,0.577007,0.422993,benign,malignant
0,8,0,417,0.966506,0.033494,benign,benign
0,8,0,216,0.966506,0.033494,benign,benign
0,8,0,113,0.227115,0.772885,malignant,malignant
0,8,0,193,0.944361,0.055639,benign,benign
0,8,0,27,0.966506,0.033494,benign,benign
0,8,0,186,0.382831,0.617169,malignant,malignant
0,8,0,362,0.750395,0.249605,benign,benign
0,8,0,522,0.208552,0.791448,malignant,malignant
0,8,0,171,0.944361,0.055639,benign,benign
0,8,0,664,0.966506,0.033494,benign,benign
0,8,0,218,0.097925,0.902075,malignant,malignant
0,8,0,402,0.84958,0.15042,benign,benign
0,8,0,241,0.944361,0.055639,benign,benign
0,8,0,604,0.203811,0.796189,malignant,malignant
0,8,0,474,0.966506,0.033494,benign,benign
0,8,0,650,0.862861,0.137139,benign,benign
0,8,0,681,0.03168,0.96832,malignant,malignant
0,8,0,683,0.966506,0.033494,benign,benign
0,8,0,444,0.966506,0.033494,benign,benign
0,8,0,479,0.03168,0.96832,malignant,malignant
0,8,0,256,0.966506,0.033494,benign,benign
0,8,0,475,0.966506,0.033494,benign,benign
0,8,0,427,0.393164,0.606836,malignant,malignant
0,8,0,629,0.966506,0.033494,benign,benign
0,8,0,150,0.944361,0.055639,benign,benign
0,8,0,328,0.391274,0.608726,malignant,malignant
0,8,0,484,0.934687,0.065313,benign,benign
0,8,0,303,0.944361,0.055639,benign,benign
0,8,0,361,0.03168,0.96832,malignant,malignant
0,8,0,663,0.911169,0.088831,benign,benign
0,8,0,480,0.966506,0.033494,benign,benign
0,8,0,101,0.575969,0.424031,benign,malignant
0,8,0,490,0.966506,0.033494,benign,benign
0,8,0,134,0.966506,0.033494,benign,benign
0,8,0,293,0.186574,0.813426,malignant,malignant
0,8,0,277,0.966506,0.033494,benign,benign
0,8,0,231,0.201794,0.798206,malignant,malignant
0,8,0,476,0.934687,0.065313,benign,benign
0,8,0,93,0.966506,0.033494,benign,benign
0,8,0,41,0.270601,0.729399,malignant,malignant
0,8,0,443,0.941576,0.058424,benign,benign
0,8,0,204,0.944361,0.055639,benign,benign
0,8,0,43,0.686468,0.313532,benign,malignant
0,8,0,232,0.494252,0.505748,malignant,benign
0,8,0,108,0.860573,0.139427,benign,benign
0,8,0,229,0.094741,0.905259,malignant,malignant
0,8,0,70,0.876645,0.123355,benign,benign
0,8,0,145,0.794985,0.205015,benign,benign
0,8,0,455,0.662184,0.337816,benign,malignant
0,8,0,413,0.912542,0.087458,benign,benign
0,8,0,138,0.934687,0.065313,benign,benign
0,8,0,39,0.506852,0.493148,benign,malignant
0,8,0,686,0.966506,0.033494,benign,benign
0,8,0,380,0.966506,0.033494,benign,benign
0,8,1,175,0.070039,0.929961,malignant,malignant
0,8,1,652,0.93277,0.06723,benign,benign
0,8,1,661,0.959398,0.040602,benign,benign
0,8,1,111,0.124542,0.875458,malignant,malignant
0,8,1,509,0.959398,0.040602,benign,benign
0,8,1,77,0.860482,0.139518,benign,benign
0,8,1,317,0.164757,0.835243,malignant,malignant
0,8,1,217,0.959398,0.040602,benign,benign
0,8,1,622,0.941855,0.058145,benign,benign
0,8,1,67,0.168583,0.831417,malignant,malignant
0,8,1,291,0.959398,0.040602,benign,benign
0,8,1,667,0.959398,0.040602,benign,benign
0,8,1,592,0.182377,0.817623,malignant,malignant
0,8,1,96,0.959398,0.040602,benign,benign
0,8,1,243,0.830139,0.169861,benign,benign
0,8,1,50,0.583506,0.416494,benign,malignant
0,8,1,417,0.959398,0.040602,benign,benign
0,8,1,216,0.959398,0.040602,benign,benign
0,8,1,113,0.244952,0.755048,malignant,malignant
0,8,1,193,0.959398,0.040602,benign,benign
0,8,1,27,0.959398,0.040602,benign,benign
0,8,1,186,0.456053,0.543947,malignant,malignant
0,8,1,362,0.798658,0.201342,benign,benign
0,8,1,522,0.307887,0.692113,malignant,malignant
0,8,1,171,0.959398,0.040602,benign,benign
0,8,1,664,0.959398,0.040602,benign,benign
0,8,1,218,0.164757,0.835243,malignant,malignant
0,8,1,402,0.885632,0.114368,benign,benign
0,8,1,241,0.959398,0.040602,benign,benign
0,8,1,604,0.257732,0.742268,malignant,malignant
0,8,1,474,0.959398,0.040602,benign,benign
0,8,1,650,0.891202,0.108798,benign,benign
0,8,1,681,0.026796,0.973204,malignant,malignant
0,8,1,683,0.959398,0.040602,benign,benign
0,8,1,444,0.868399,0.131601,benign,benign
0,8,1,479,0.060547,0.939453,malignant,malignant
0,8,1,256,0.959398,0.040602,benign,benign
0,8,1,475,0.959398,0.040602,benign,benign
0,8,1,427,0.302501,0.697499,malignant,malignant
0,8,1,629,0.959398,0.040602,benign,benign
0,8,1,150,0.959398,0.040602,benign,benign
0,8,1,328,0.256644,0.743356,malignant,malignant
0,8,1,484,0.941855,0.058145,benign,benign
0,8,1,303,0.959398,0.040602,benign,benign
0,8,1,361,0.069944,0.930056,malignant,malignant
0,8,1,663,0.923341,0.076659,benign,benign
0,8,1,480,0.959398,0.040602,benign,benign
0,8,1,101,0.54971,0.45029,benign,malignant
0,8,1,490,0.959398,0.040602,benign,benign
0,8,1,134,0.925164,0.074836,benign,benign
0,8,1,293,0.192016,0.807984,malignant,malignant
0,8,1,277,0.959398,0.040602,benign,benign
0,8,1,231,0.164757,0.835243,malignant,malignant
0,8,1,476,0.941855,0.058145,benign,benign
0,8,1,93,0.959398,0.040602,benign,benign
0,8,1,41,0.459368,0.540632,malignant,malignant
0,8,1,443,0.959398,0.040602,benign,benign
0,8,1,204,0.959398,0.040602,benign,benign
0,8,1,43,0.703263,0.296737,benign,malignant
0,8,1,232,0.42751,0.57249,malignant,benign
0,8,1,108,0.93277,0.06723,benign,benign
0,8,1,229,0.009512,0.990488,malignant,malignant
0,8,1,70,0.923341,0.076659,benign,benign
0,8,1,145,0.812517,0.187483,benign,benign
0,8,1,455,0.788448,0.211552,benign,malignant
0,8,1,413,0.941855,0.058145,benign,benign
0,8,1,138,0.941855,0.058145,benign,benign
0,8,1,39,0.520127,0.479873,benign,malignant
0,8,1,686,0.959398,0.040602,benign,benign
0,8,1,380,0.959398,0.040602,benign,benign
0,8,2,175,0.12841,0.87159,malignant,malignant
0,8,2,652,0.944784,0.055216,benign,benign
0,8,2,661,0.979611,0.020389,benign,benign
0,8,2,111,0.477789,0.522211,malignant,malignant
0,8,2,509,0.979611,0.020389,benign,benign
0,8,2,77,0.895091,0.104909,benign,benign
0,8,2,317,0.153599,0.846401,malignant,malignant
0,8,2,217,0.979611,0.020389,benign,benign
0,8,2,622,0.8041,0.1959,benign,benign
0,8,2,67,0.285794,0.714206,malignant,malignant
0,8,2,291,0.979611,0.020389,benign,benign
0,8,2,667,0.979611,0.020389,benign,benign
0,8,2,592,0.259035,0.740965,malignant,malignant
0,8,2,96,0.979611,0.020389,benign,benign
0,8,2,243,0.658138,0.341862,benign,benign
0,8,2,50,0.434004,0.565996,malignant,malignant
0,8,2,417,0.979611,0.020389,benign,benign
0,8,2,216,0.979611,0.020389,benign,benign
0,8,2,113,0.131926,0.868074,malignant,malignant
0,8,2,193,0.979611,0.020389,benign,benign
0,8,2,27,0.979611,0.020389,benign,benign
0,8,2,186,0.249347,0.750653,malignant,malignant
0,8,2,362,0.788996,0.211004,benign,benign
0,8,2,522,0.258802,0.741198,malignant,malignant
0,8,2,171,0.979611,0.020389,benign,benign
0,8,2,664,0.979611,0.020389,benign,benign
0,8,2,218,0.220323,0.779677,malignant,malignant
0,8,2,402,0.850816,0.149184,benign,benign
0,8,2,241,0.972204,0.027796,benign,benign
0,8,2,604,0.304758,0.695242,malignant,malignant
0,8,2,474,0.979611,0.020389,benign,benign
0,8,2,650,0.824433,0.175567,benign,benign
0,8,2,681,0.089922,0.910078,malignant,malignant
0,8,2,683,0.979611,0.020389,benign,benign
0,8,2,444,0.806988,0.193012,benign,benign
0,8,2,479,0.172733,0.827267,malignant,malignant
0,8,2,256,0.979611,0.020389,benign,benign
0,8,2,475,0.979611,0.020389,benign,benign
0,8,2,427,0.308791,0.691209,malignant,malignant
0,8,2,629,0.979611,0.020389,benign,benign
0,8,2,150,0.979611,0.020389,benign,benign
0,8,2,328,0.289867,0.710133,malignant,malignant
0,8,2,484,0.979611,0.020389,benign,benign
0,8,2,303,0.979611,0.020389,benign,benign
0,8,2,361,0.141753,0.858247,malignant,malignant
0,8,2,663,0.917388,0.082612,benign,benign
0,8,2,480,0.979611,0.020389,benign,benign
0,8,2,101,0.641734,0.358266,benign,malignant
0,8,2,490,0.979611,0.020389,benign,benign
0,8,2,134,0.951433,0.048567,benign,benign
0,8,2,293,0.265143,0.734857,malignant,malignant
0,8,2,277,0.979611,0.020389,benign,benign
0,8,2,231,0.249347,0.750653,malignant,malignant
0,8,2,476,0.979611,0.020389,benign,benign
0,8,2,93,0.979611,0.020389,benign,benign
0,8,2,41,0.303079,0.696921,malignant,malignant
0,8,2,443,0.922361,0.077639,benign,benign
0,8,2,204,0.979611,0.020389,benign,benign
0,8,2,43,0.460301,0.539699,malignant,malignant
0,8,2,232,0.463097,0.536903,malignant,benign
0,8,2,108,0.944784,0.055216,benign,benign
0,8,2,229,0.056395,0.943605,malignant,malignant
0,8,2,70,0.917388,0.082612,benign,benign
0,8,2,145,0.826002,0.173998,benign,benign
0,8,2,455,0.602089,0.397911,benign,malignant
0,8,2,413,0.979611,0.020389,benign,benign
0,8,2,138,0.979611,0.020389,benign,benign
0,8,2,39,0.513131,0.486869,benign,malignant
0,8,2,686,0.979611,0.020389,benign,benign
0,8,2,380,0.979611,0.020389,benign,benign
0,8,3,175,0.104931,0.895069,malignant,malignant
0,8,3,652,0.882862,0.117138,benign,benign
0,8,3,661,0.954412,0.045588,benign,benign
0,8,3,111,0.546371,0.453629,benign,malignant
0,8,3,509,0.954412,0.045588,benign,benign
0,8,3,77,0.934176,0.065824,benign,benign
0,8,3,317,0.215272,0.784728,malignant,malignant
0,8,3,217,0.954412,0.045588,benign,benign
0,8,3,622,0.82385,0.17615,benign,benign
0,8,3,67,0.193021,0.806979,malignant,malignant
0,8,3,291,0.954412,0.045588,benign,benign
0,8,3,667,0.954412,0.045588,benign,benign
0,8,3,592,0.389344,0.610656,malignant,malignant
0,8,3,96,0.954412,0.045588,benign,benign
0,8,3,243,0.870444,0.129556,benign,benign
0,8,3,50,0.643301,0.356699,benign,malignant
0,8,3,417,0.954412,0.045588,benign,benign
0,8,3,216,0.954412,0.045588,benign,benign
0,8,3,113,0.243317,0.756683,malignant,malignant
0,8,3,193,0.954412,0.045588,benign,benign
0,8,3,27,0.954412,0.045588,benign,benign
0,8,3,186,0.177273,0.822727,malignant,malignant
0,8,3,362,0.826575,0.173425,benign,benign
0,8,3,522,0.188276,0.811724,malignant,malignant
0,8,3,171,0.954412,0.045588,benign,benign
0,8,3,664,0.954412,0.045588,benign,benign
0,8,3,218,0.203822,0.796178,malignant,malignant
0,8,3,402,0.933059,0.066941,benign,benign
0,8,3,241,0.954412,0.045588,benign,benign
0,8,3,604,0.373527,0.626473,malignant,malignant
0,8,3,474,0.954412,0.045588,benign,benign
0,8,3,650,0.877283,0.122717,benign,benign
0,8,3,681,0.115555,0.884445,malignant,malignant
0,8,3,683,0.954412,0.045588,benign,benign
0,8,3,444,0.863451,0.136549,benign,benign
0,8,3,479,0.118729,0.881271,malignant,malignant
0,8,3,256,0.954412,0.045588,benign,benign
0,8,3,475,0.954412,0.045588,benign,benign
0,8,3,427,0.303095,0.696905,malignant,malignant
0,8,3,629,0.954412,0.045588,benign,benign
0,8,3,150,0.954412,0.045588,benign,benign
0,8,3,328,0.319978,0.680022,malignant,malignant
0,8,3,484,0.953294,0.046706,benign,benign
0,8,3,303,0.954412,0.045588,benign,benign
0,8,3,361,0.291294,0.708706,malignant,malignant
0,8,3,663,0.953294,0.046706,benign,benign
0,8,3,480,0.954412,0.045588,benign,benign
0,8,3,101,0.652333,0.347667,benign,malignant
0,8,3,490,0.954412,0.045588,benign,benign
0,8,3,134,0.913027,0.086973,benign,benign
0,8,3,293,0.262136,0.737864,malignant,malignant
0,8,3,277,0.954412,0.045588,benign,benign
0,8,3,231,0.204488,0.795512,malignant,malignant
0,8,3,476,0.953294,0.046706,benign,benign
0,8,3,93,0.954412,0.045588,benign,benign
0,8,3,41,0.41987,0.58013,malignant,malignant
0,8,3,443,0.918668,0.081332,benign,benign
0,8,3,204,0.954412,0.045588,benign,benign
0,8,3,43,0.540169,0.459831,benign,malignant
0,8,3,232,0.420447,0.579553,malignant,benign
0,8,3,108,0.756857,0.243143,benign,benign
0,8,3,229,0.091766,0.908234,malignant,malignant
0,8,3,70,0.953294,0.046706,benign,benign
0,8,3,145,0.895533,0.104467,benign,benign
0,8,3,455,0.701391,0.298609,benign,malignant
0,8,3,413,0.953294,0.046706,benign,benign
0,8,3,138,0.953294,0.046706,benign,benign
0,8,3,39,0.470979,0.529021,malignant,malignant
0,8,3,686,0.954412,0.045588,benign,benign
0,8,3,380,0.954412,0.045588,benign,benign
0,8,4,175,0.196141,0.803859,malignant,malignant
0,8,4,652,0.910902,0.089098,benign,benign
0,8,4,661,0.961526,0.038474,benign,benign
0,8,4,111,0.247252,0.752748,malignant,malignant
0,8,4,509,0.961526,0.038474,benign,benign
0,8,4,77,0.932366,0.067634,benign,benign
0,8,4,317,0.065016,0.934984,malignant,malignant
0,8,4,217,0.961526,0.038474,benign,benign
0,8,4,622,0.930851,0.069149,benign,benign
0,8,4,67,0.285787,0.714213,malignant,malignant
0,8,4,291,0.961526,0.038474,benign,benign
0,8,4,667,0.961526,0.038474,benign,benign
0,8,4,592,0.290877,0.709123,malignant,malignant
0,8,4,96,0.961526,0.038474,benign,benign
0,8,4,243,0.693825,0.306175,benign,benign
0,8,4,50,0.431933,0.568067,malignant,malignant
0,8,4,417,0.961526,0.038474,benign,benign
0,8,4,216,0.961526,0.038474,benign,benign
0,8,4,113,0.191965,0.808035,malignant,malignant
0,8,4,193,0.961526,0.038474,benign,benign
0,8,4,27,0.961526,0.038474,benign,benign
0,8,4,186,0.005592,0.994408,malignant,malignant
0,8,4,362,0.74135,0.25865,benign,benign
0,8,4,522,0.242975,0.757025,malignant,malignant
0,8,4,171,0.961526,0.038474,benign,benign
0,8,4,664,0.961526,0.038474,benign,benign
0,8,4,218,0.005592,0.994408,malignant,malignant
0,8,4,402,0.863477,0.136523,benign,benign
0,8,4,241,0.961526,0.038474,benign,benign
0,8,4,604,0.224269,0.775731,malignant,malignant
0,8,4,474,0.961526,0.038474,benign,benign
0,8,4,650,0.749224,0.250776,benign,benign
0,8,4,681,0.196141,0.803859,malignant,malignant
0,8,4,683,0.961526,0.038474,benign,benign
0,8,4,444,0.865857,0.134143,benign,benign
0,8,4,479,0.038773,0.961227,malignant,malignant
0,8,4,256,0.961526,0.038474,benign,benign
0,8,4,475,0.961526,0.038474,benign,benign
0,8,4,427,0.133627,0.866373,malignant,malignant
0,8,4,629,0.961526,0.038474,benign,benign
0,8,4,150,0.961526,0.038474,benign,benign
0,8,4,328,0.171217,0.828783,malignant,malignant
0,8,4,484,0.930851,0.069149,benign,benign
0,8,4,303,0.961526,0.038474,benign,benign
0,8,4,361,0.234406,0.765594,malignant,malignant
0,8,4,663,0.892636,0.107364,benign,benign
0,8,4,480,0.961526,0.038474,benign,benign
0,8,4,101,0.580261,0.419739,benign,malignant
0,8,4,490,0.961526,0.038474,benign,benign
0,8,4,134,0.888659,0.111341,benign,benign
0,8,4,293,0.122753,0.877247,malignant,malignant
0,8,4,277,0.961526,0.038474,benign,benign
0,8,4,231,0.087744,0.912256,malignant,malignant
0,8,4,476,0.930851,0.069149,benign,benign
0,8,4,93,0.961526,0.038474,benign,benign
0,8,4,41,0.362011,0.637989,malignant,malignant
0,8,4,443,0.884219,0.115781,benign,benign
0,8,4,204,0.961526,0.038474,benign,benign
0,8,4,43,0.652537,0.347463,benign,malignant
0,8,4,232,0.36348,0.63652,malignant,benign
0,8,4,108,0.861677,0.138323,benign,benign
0,8,4,229,0.015513,0.984487,malignant,malignant
0,8,4,70,0.892636,0.107364,benign,benign
0,8,4,145,0.817302,0.182698,benign,benign
0,8,4,455,0.652713,0.347287,benign,malignant
0,8,4,413,0.930851,0.069149,benign,benign
0,8,4,138,0.930851,0.069149,benign,benign
0,8,4,39,0.237048,0.762952,malignant,malignant
0,8,4,686,0.961526,0.038474,benign,benign
0,8,4,380,0.961526,0.038474,benign,benign
0,8,5,175,0.180622,0.819378,malignant,malignant
0,8,5,652,0.967806,0.032194,benign,benign
0,8,5,661,0.984822,0.015178,benign,benign
0,8,5,111,0.303992,0.696008,malignant,malignant
0,8,5,509,0.984822,0.015178,benign,benign
0,8,5,77,0.843299,0.156701,benign,benign
0,8,5,317,0.139555,0.860445,malignant,malignant
0,8,5,217,0.984822,0.015178,benign,benign
0,8,5,622,0.954321,0.045679,benign,benign
0,8,5,67,0.26968,0.73032,malignant,malignant
0,8,5,291,0.984822,0.015178,benign,benign
0,8,5,667,0.984822,0.015178,benign,benign
0,8,5,592,0.183534,0.816466,malignant,malignant
0,8,5,96,0.984822,0.015178,benign,benign
0,8,5,243,0.696295,0.303705,benign,benign
0,8,5,50,0.368255,0.631745,malignant,malignant
0,8,5,417,0.984822,0.015178,benign,benign
0,8,5,216,0.984822,0.015178,benign,benign
0,8,5,113,0.127537,0.872463,malignant,malignant
0,8,5,193,0.984822,0.015178,benign,benign
0,8,5,27,0.984822,0.015178,benign,benign
0,8,5,186,0.178281,0.821719,malignant,malignant
0,8,5,362,0.707221,0.292779,benign,benign
0,8,5,522,0.171094,0.828906,malignant,malignant
0,8,5,171,0.984822,0.015178,benign,benign
0,8,5,664,0.984822,0.015178,benign,benign
0,8,5,218,0.04797,0.95203,malignant,malignant
0,8,5,402,0.80783,0.19217,benign,benign
0,8,5,241,0.984822,0.015178,benign,benign
0,8,5,604,0.301299,0.698701,malignant,malignant
0,8,5,474,0.984822,0.015178,benign,benign
0,8,5,650,0.865692,0.134308,benign,benign
0,8,5,681,0.039993,0.960007,malignant,malignant
0,8,5,683,0.984822,0.015178,benign,benign
0,8,5,444,0.911709,0.088291,benign,benign
0,8,5,479,0.074811,0.925189,malignant,malignant
0,8,5,256,0.984822,0.015178,benign,benign
0,8,5,475,0.984822,0.015178,benign,benign
0,8,5,427,0.189895,0.810105,malignant,malignant
0,8,5,629,0.984822,0.015178,benign,benign
0,8,5,150,0.984822,0.015178,benign,benign
0,8,5,328,0.191117,0.808883,malignant,malignant
0,8,5,484,0.973456,0.026544,benign,benign
0,8,5,303,0.984822,0.015178,benign,benign
0,8,5,361,0.080151,0.919849,malignant,malignant
0,8,5,663,0.949354,0.050646,benign,benign
0,8,5,480,0.984822,0.015178,benign,benign
0,8,5,101,0.604933,0.395067,benign,malignant
0,8,5,490,0.984822,0.015178,benign,benign
0,8,5,134,0.919719,0.080281,benign,benign
0,8,5,293,0.178453,0.821547,malignant,malignant
0,8,5,277,0.984822,0.015178,benign,benign
0,8,5,231,0.146962,0.853038,malignant,malignant
0,8,5,476,0.973456,0.026544,benign,benign
0,8,5,93,0.984822,0.015178,benign,benign
0,8,5,41,0.357636,0.642364,malignant,malignant
0,8,5,443,0.984822,0.015178,benign,benign
0,8,5,204,0.984822,0.015178,benign,benign
0,8,5,43,0.548858,0.451142,benign,malignant
0,8,5,232,0.394878,0.605122,malignant,benign
0,8,5,108,0.909675,0.090325,benign,benign
0,8,5,229,0.028633,0.971367,malignant,malignant
0,8,5,70,0.949354,0.050646,benign,benign
0,8,5,145,0.914206,0.085794,benign,benign
0,8,5,455,0.731463,0.268537,benign,malignant
0,8,5,413,0.973456,0.026544,benign,benign
0,8,5,138,0.973456,0.026544,benign,benign
0,8,5,39,0.29226,0.70774,malignant,malignant
0,8,5,686,0.984822,0.015178,benign,benign
0,8,5,380,0.984822,0.015178,benign,benign
0,8,6,175,0.14718,0.85282,malignant,malignant
0,8,6,652,0.990619,0.009381,benign,benign
0,8,6,661,0.990619,0.009381,benign,benign
0,8,6,111,0.241652,0.758348,malignant,malignant
0,8,6,509,0.990619,0.009381,benign,benign
0,8,6,77,0.821816,0.178184,benign,benign
0,8,6,317,0.229521,0.770479,malignant,malignant
0,8,6,217,0.990619,0.009381,benign,benign
0,8,6,622,0.899027,0.100973,benign,benign
0,8,6,67,0.209449,0.790551,malignant,malignant
0,8,6,291,0.990619,0.009381,benign,benign
0,8,6,667,0.990619,0.009381,benign,benign
0,8,6,592,0.073162,0.926838,malignant,malignant
0,8,6,96,0.970609,0.029391,benign,benign
0,8,6,243,0.917269,0.082731,benign,benign
0,8,6,50,0.288378,0.711622,malignant,malignant
0,8,6,417,0.990619,0.009381,benign,benign
0,8,6,216,0.990619,0.009381,benign,benign
0,8,6,113,0.043627,0.956373,malignant,malignant
0,8,6,193,0.990619,0.009381,benign,benign
0,8,6,27,0.990619,0.009381,benign,benign
0,8,6,186,0.218905,0.781095,malignant,malignant
0,8,6,362,0.849981,0.150019,benign,benign
0,8,6,522,0.159321,0.840679,malignant,malignant
0,8,6,171,0.990619,0.009381,benign,benign
0,8,6,664,0.970609,0.029391,benign,benign
0,8,6,218,0.192542,0.807458,malignant,malignant
0,8,6,402,0.840828,0.159172,benign,benign
0,8,6,241,0.970609,0.029391,benign,benign
0,8,6,604,0.270362,0.729638,malignant,malignant
0,8,6,474,0.990619,0.009381,benign,benign
0,8,6,650,0.961535,0.038465,benign,benign
0,8,6,681,0.070096,0.929904,malignant,malignant
0,8,6,683,0.990619,0.009381,benign,benign
0,8,6,444,0.971304,0.028696,benign,benign
0,8,6,479,0.039202,0.960798,malignant,malignant
0,8,6,256,0.990619,0.009381,benign,benign
0,8,6,475,0.990619,0.009381,benign,benign
0,8,6,427,0.127859,0.872141,malignant,malignant
0,8,6,629,0.990619,0.009381,benign,benign
0,8,6,150,0.990619,0.009381,benign,benign
0,8,6,328,0.31955,0.68045,malignant,malignant
0,8,6,484,0.991394,0.008606,benign,benign
0,8,6,303,0.990619,0.009381,benign,benign
0,8,6,361,0.226813,0.773187,malignant,malignant
0,8,6,663,0.989621,0.010379,benign,benign
0,8,6,480,0.990619,0.009381,benign,benign
0,8,6,101,0.554242,0.445758,benign,malignant
0,8,6,490,0.990619,0.009381,benign,benign
0,8,6,134,0.991313,0.008687,benign,benign
0,8,6,293,0.242039,0.757961,malignant,malignant
0,8,6,277,0.990619,0.009381,benign,benign
0,8,6,231,0.254396,0.745604,malignant,malignant
0,8,6,476,0.991394,0.008606,benign,benign
0,8,6,93,0.990619,0.009381,benign,benign
0,8,6,41,0.174503,0.825497,malignant,malignant
0,8,6,443,0.990619,0.009381,benign,benign
0,8,6,204,0.990619,0.009381,benign,benign
0,8,6,43,0.559923,0.440077,benign,malignant
0,8,6,232,0.210335,0.789665,malignant,benign
0,8,6,108,0.886283,0.113717,benign,benign
0,8,6,229,0.038943,0.961057,malignant,malignant
0,8,6,70,0.989621,0.010379,benign,benign
0,8,6,145,0.941963,0.058037,benign,benign
0,8,6,455,0.559791,0.440209,benign,malignant
0,8,6,413,0.991394,0.008606,benign,benign
0,8,6,138,0.991394,0.008606,benign,benign
0,8,6,39,0.249672,0.750328,malignant,malignant
0,8,6,686,0.990619,0.009381,benign,benign
0,8,6,380,0.990619,0.009381,benign,benign
0,8,7,175,0.047217,0.952783,malignant,malignant
0,8,7,652,0.975379,0.024621,benign,benign
0,8,7,661,0.993101,0.006899,benign,benign
0,8,7,111,0.296315,0.703685,malignant,malignant
0,8,7,509,0.993101,0.006899,benign,benign
0,8,7,77,0.914805,0.085195,benign,benign
0,8,7,317,0.233298,0.766702,malignant,malignant
0,8,7,217,0.993101,0.006899,benign,benign
0,8,7,622,0.863779,0.136221,benign,benign
0,8,7,67,0.035653,0.964347,malignant,malignant
0,8,7,291,0.993101,0.006899,benign,benign
0,8,7,667,0.993101,0.006899,benign,benign
0,8,7,592,0.047217,0.952783,malignant,malignant
0,8,7,96,0.993101,0.006899,benign,benign
0,8,7,243,0.87987,0.12013,benign,benign
0,8,7,50,0.449719,0.550281,malignant,malignant
0,8,7,417,0.993101,0.006899,benign,benign
0,8,7,216,0.993101,0.006899,benign,benign
0,8,7,113,0.13594,0.86406,malignant,malignant
0,8,7,193,0.993101,0.006899,benign,benign
0,8,7,27,0.993101,0.006899,benign,benign
0,8,7,186,0.200271,0.799729,malignant,malignant
0,8,7,362,0.758869,0.241131,benign,benign
0,8,7,522,0.278306,0.721694,malignant,malignant
0,8,7,171,0.993101,0.006899,benign,benign
0,8,7,664,0.993101,0.006899,benign,benign
0,8,7,218,0.181921,0.818079,malignant,malignant
0,8,7,402,0.885523,0.114477,benign,benign
0,8,7,241,0.974269,0.025731,benign,benign
0,8,7,604,0.081271,0.918729,malignant,malignant
0,8,7,474,0.993101,0.006899,benign,benign
0,8,7,650,0.823523,0.176477,benign,benign
0,8,7,681,0.046087,0.953913,malignant,malignant
0,8,7,683,0.993101,0.006899,benign,benign
0,8,7,444,0.835683,0.164317,benign,benign
0,8,7,479,0.031882,0.968118,malignant,malignant
0,8,7,256,0.993101,0.006899,benign,benign
0,8,7,475,0.993101,0.006899,benign,benign
0,8,7,427,0.214595,0.785405,malignant,malignant
0,8,7,629,0.993101,0.006899,benign,benign
0,8,7,150,0.974269,0.025731,benign,benign
0,8,7,328,0.276642,0.723358,malignant,malignant
0,8,7,484,0.98088,0.01912,benign,benign
0,8,7,303,0.993101,0.006899,benign,benign
0,8,7,361,0.042596,0.957404,malignant,malignant
0,8,7,663,0.982124,0.017876,benign,benign
0,8,7,480,0.974269,0.025731,benign,benign
0,8,7,101,0.494352,0.505648,malignant,malignant
0,8,7,490,0.993101,0.006899,benign,benign
0,8,7,134,0.85903,0.14097,benign,benign
0,8,7,293,0.099729,0.900271,malignant,malignant
0,8,7,277,0.993101,0.006899,benign,benign
0,8,7,231,0.252762,0.747238,malignant,malignant
0,8,7,476,0.98088,0.01912,benign,benign
0,8,7,93,0.993101,0.006899,benign,benign
0,8,7,41,0.340379,0.659621,malignant,malignant
0,8,7,443,0.967329,0.032671,benign,benign
0,8,7,204,0.993101,0.006899,benign,benign
0,8,7,43,0.451249,0.548751,malignant,malignant
0,8,7,232,0.387113,0.612887,malignant,benign
0,8,7,108,0.930286,0.069714,benign,benign
0,8,7,229,0.029879,0.970121,malignant,malignant
0,8,7,70,0.982124,0.017876,benign,benign
0,8,7,145,0.884258,0.115742,benign,benign
0,8,7,455,0.58989,0.41011,benign,malignant
0,8,7,413,0.98088,0.01912,benign,benign
0,8,7,138,0.98088,0.01912,benign,benign
0,8,7,39,0.399599,0.600401,malignant,malignant
0,8,7,686,0.993101,0.006899,benign,benign
0,8,7,380,0.993101,0.006899,benign,benign
0,9,0,51,0.590411,0.409589,benign,malignant
0,9,0,116,0.601025,0.398975,benign,benign
0,9,0,557,0.966506,0.033494,benign,benign
0,9,0,323,0.133196,0.866804,malignant,malignant
0,9,0,418,0.81713,0.18287,benign,benign
0,9,0,192,0.966506,0.033494,benign,benign
0,9,0,491,0.202661,0.797339,malignant,malignant
0,9,0,477,0.966506,0.033494,benign,benign
0,9,0,133,0.924477,0.075523,benign,benign
0,9,0,36,0.261511,0.738489,malignant,malignant
0,9,0,33,0.944361,0.055639,benign,benign
0,9,0,85,0.551371,0.448629,benign,malignant
0,9,0,562,0.944361,0.055639,benign,benign
0,9,0,307,0.944361,0.055639,benign,benign
0,9,0,612,0.03168,0.96832,malignant,malignant
0,9,0,208,0.944361,0.055639,benign,benign
0,9,0,513,0.966506,0.033494,benign,benign
0,9,0,223,0.20624,0.79376,malignant,malignant
0,9,0,370,0.774289,0.225711,benign,benign
0,9,0,411,0.863543,0.136457,benign,benign
0,9,0,279,0.39541,0.60459,malignant,malignant
0,9,0,548,0.966506,0.033494,benign,benign
0,9,0,675,0.876645,0.123355,benign,benign
0,9,0,467,0.186797,0.813203,malignant,malignant
0,9,0,584,0.966506,0.033494,benign,benign
0,9,0,294,0.863543,0.136457,benign,benign
0,9,0,227,0.203837,0.796163,malignant,malignant
0,9,0,242,0.944361,0.055639,benign,benign
0,9,0,659,0.966506,0.033494,benign,benign
0,9,0,304,0.152899,0.847101,malignant,malignant
0,9,0,564,0.902332,0.097668,benign,benign
0,9,0,428,0.966506,0.033494,benign,benign
0,9,0,21,0.289407,0.710593,malignant,malignant
0,9,0,234,0.587879,0.412121,benign,benign
0,9,0,250,0.906233,0.093767,benign,benign
0,9,0,99,0.056318,0.943682,malignant,malignant
0,9,0,553,0.563776,0.436224,benign,benign
0,9,0,646,0.906233,0.093767,benign,benign
0,9,0,261,0.220569,0.779431,malignant,malignant
0,9,0,602,0.966506,0.033494,benign,benign
0,9,0,152,0.152126,0.847874,malignant,malignant
0,9,0,102,0.912542,0.087458,benign,benign
0,9,0,64,0.966506,0.033494,benign,benign
0,9,0,289,0.128046,0.871954,malignant,malignant
0,9,0,40,0.196108,0.803892,malignant,benign
0,9,0,281,0.944361,0.055639,benign,benign
0,9,0,270,0.25255,0.74745,malignant,malignant
0,9,0,115,0.862861,0.137139,benign,benign
0,9,0,207,0.944361,0.055639,benign,benign
0,9,0,221,0.156258,0.843742,malignant,malignant
0,9,0,140,0.966506,0.033494,benign,benign
0,9,0,445,0.966506,0.033494,benign,benign
0,9,0,333,0.218522,0.781478,malignant,malignant
0,9,0,689,0.966506,0.033494,benign,benign
0,9,0,677,0.966506,0.033494,benign,benign
0,9,0,255,0.383404,0.616596,malignant,malignant
0,9,0,314,0.966506,0.033494,benign,benign
0,9,0,624,0.966506,0.033494,benign,benign
0,9,0,211,0.041527,0.958473,malignant,malignant
0,9,0,409,0.934687,0.065313,benign,benign
0,9,0,525,0.966506,0.033494,benign,benign
0,9,0,184,0.188422,0.811578,malignant,malignant
0,9,0,10,0.944361,0.055639,benign,benign
0,9,0,671,0.915907,0.084093,benign,benign
0,9,0,146,0.441141,0.558859,malignant,malignant
0,9,0,632,0.966506,0.033494,benign,benign
0,9,0,310,0.966506,0.033494,benign,benign
0,9,0,233,0.183135,0.816865,malignant,malignant
0,9,0,555,0.744697,0.255303,benign,benign
0,9,1,51,0.681088,0.318912,benign,malignant
0,9,1,116,0.759741,0.240259,benign,benign
0,9,1,557,0.959398,0.040602,benign,benign
0,9,1,323,0.057202,0.942798,malignant,malignant
0,9,1,418,0.888441,0.111559,benign,benign
0,9,1,192,0.959398,0.040602,benign,benign
0,9,1,491,0.009512,0.990488,malignant,malignant
0,9,1,477,0.959398,0.040602,benign,benign
0,9,1,133,0.93277,0.06723,benign,benign
0,9,1,36,0.245726,0.754274,malignant,malignant
0,9,1,33,0.959398,0.040602,benign,benign
0,9,1,85,0.290718,0.709282,malignant,malignant
0,9,1,562,0.959398,0.040602,benign,benign
0,9,1,307,0.959398,0.040602,benign,benign
0,9,1,612,0.009512,0.990488,malignant,malignant
0,9,1,208,0.959398,0.040602,benign,benign
0,9,1,513,0.959398,0.040602,benign,benign
0,9,1,223,0.308671,0.691329,malignant,malignant
0,9,1,370,0.895812,0.104188,benign,benign
0,9,1,411,0.883808,0.116192,benign,benign
0,9,1,279,0.229761,0.770239,malignant,malignant
0,9,1,548,0.959398,0.040602,benign,benign
0,9,1,675,0.923341,0.076659,benign,benign
0,9,1,467,0.022845,0.977155,malignant,malignant
0,9,1,584,0.868399,0.131601,benign,benign
0,9,1,294,0.883808,0.116192,benign,benign
0,9,1,227,0.189782,0.810218,malignant,malignant
0,9,1,242,0.959398,0.040602,benign,benign
0,9,1,659,0.959398,0.040602,benign,benign
0,9,1,304,0.138945,0.861055,malignant,malignant
0,9,1,564,0.93277,0.06723,benign,benign
0,9,1,428,0.959398,0.040602,benign,benign
0,9,1,21,0.182534,0.817466,malignant,malignant
0,9,1,234,0.810061,0.189939,benign,benign
0,9,1,250,0.919236,0.080764,benign,benign
0,9,1,99,0.022845,0.977155,malignant,malignant
0,9,1,553,0.754664,0.245336,benign,benign
0,9,1,646,0.919236,0.080764,benign,benign
0,9,1,261,0.009512,0.990488,malignant,malignant
0,9,1,602,0.959398,0.040602,benign,benign
0,9,1,152,0.102534,0.897466,malignant,malignant
0,9,1,102,0.941855,0.058145,benign,benign
0,9,1,64,0.959398,0.040602,benign,benign
0,9,1,289,0.070535,0.929465,malignant,malignant
0,9,1,40,0.255448,0.744552,malignant,benign
0,9,1,281,0.959398,0.040602,benign,benign
0,9,1,270,0.074239,0.925761,malignant,malignant
0,9,1,115,0.925436,0.074564,benign,benign
0,9,1,207,0.959398,0.040602,benign,benign
0,9,1,221,0.022845,0.977155,malignant,malignant
0,9,1,140,0.959398,0.040602,benign,benign
0,9,1,445,0.959398,0.040602,benign,benign
0,9,1,333,0.113778,0.886222,malignant,malignant
0,9,1,689,0.959398,0.040602,benign,benign
0,9,1,677,0.959398,0.040602,benign,benign
0,9,1,255,0.113778,0.886222,malignant,malignant
0,9,1,314,0.959398,0.040602,benign,benign
0,9,1,624,0.959398,0.040602,benign,benign
0,9,1,211,0.169201,0.830799,malignant,malignant
0,9,1,409,0.941855,0.058145,benign,benign
0,9,1,525,0.959398,0.040602,benign,benign
0,9,1,184,0.0305,0.9695,malignant,malignant
0,9,1,10,0.959398,0.040602,benign,benign
0,9,1,671,0.936779,0.063221,benign,benign
0,9,1,146,0.691702,0.308298,benign,malignant
0,9,1,632,0.959398,0.040602,benign,benign
0,9,1,310,0.925164,0.074836,benign,benign
0,9,1,233,0.127572,0.872428,malignant,malignant
0,9,1,555,0.839554,0.160446,benign,benign
0,9,2,51,0.641734,0.358266,benign,malignant
0,9,2,116,0.680654,0.319346,benign,benign
0,9,2,557,0.979611,0.020389,benign,benign
0,9,2,323,0.332333,0.667667,malignant,malignant
0,9,2,418,0.817721,0.182279,benign,benign
0,9,2,192,0.979611,0.020389,benign,benign
0,9,2,491,0.274171,0.725829,malignant,malignant
0,9,2,477,0.979611,0.020389,benign,benign
0,9,2,133,0.944784,0.055216,benign,benign
0,9,2,36,0.179212,0.820788,malignant,malignant
0,9,2,33,0.979611,0.020389,benign,benign
0,9,2,85,0.32924,0.67076,malignant,malignant
0,9,2,562,0.979611,0.020389,benign,benign
0,9,2,307,0.979611,0.020389,benign,benign
0,9,2,612,0.086748,0.913252,malignant,malignant
0,9,2,208,0.979611,0.020389,benign,benign
0,9,2,513,0.979611,0.020389,benign,benign
0,9,2,223,0.298461,0.701539,malignant,malignant
0,9,2,370,0.866912,0.133088,benign,benign
0,9,2,411,0.888226,0.111774,benign,benign
0,9,2,279,0.247926,0.752074,malignant,malignant
0,9,2,548,0.979611,0.020389,benign,benign
0,9,2,675,0.906277,0.093723,benign,benign
0,9,2,467,0.212925,0.787075,malignant,malignant
0,9,2,584,0.806988,0.193012,benign,benign
0,9,2,294,0.888226,0.111774,benign,benign
0,9,2,227,0.377801,0.622199,malignant,malignant
0,9,2,242,0.979611,0.020389,benign,benign
0,9,2,659,0.979611,0.020389,benign,benign
0,9,2,304,0.279327,0.720673,malignant,malignant
0,9,2,564,0.944784,0.055216,benign,benign
0,9,2,428,0.979611,0.020389,benign,benign
0,9,2,21,0.147963,0.852037,malignant,malignant
0,9,2,234,0.827323,0.172677,benign,benign
0,9,2,250,0.944174,0.055826,benign,benign
0,9,2,99,0.086748,0.913252,malignant,malignant
0,9,2,553,0.708157,0.291843,benign,benign
0,9,2,646,0.944174,0.055826,benign,benign
0,9,2,261,0.130115,0.869885,malignant,malignant
0,9,2,602,0.979611,0.020389,benign,benign
0,9,2,152,0.120072,0.879928,malignant,malignant
0,9,2,102,0.979611,0.020389,benign,benign
0,9,2,64,0.979611,0.020389,benign,benign
0,9,2,289,0.212673,0.787327,malignant,malignant
0,9,2,40,0.283921,0.716079,malignant,benign
0,9,2,281,0.979611,0.020389,benign,benign
0,9,2,270,0.109411,0.890589,malignant,malignant
0,9,2,115,0.852612,0.147388,benign,benign
0,9,2,207,0.979611,0.020389,benign,benign
0,9,2,221,0.059252,0.940748,malignant,malignant
0,9,2,140,0.979611,0.020389,benign,benign
0,9,2,445,0.979611,0.020389,benign,benign
0,9,2,333,0.299081,0.700919,malignant,malignant
0,9,2,689,0.94606,0.05394,benign,benign
0,9,2,677,0.979611,0.020389,benign,benign
0,9,2,255,0.338397,0.661603,malignant,malignant
0,9,2,314,0.979611,0.020389,benign,benign
0,9,2,624,0.912945,0.087055,benign,benign
0,9,2,211,0.150424,0.849576,malignant,malignant
0,9,2,409,0.979611,0.020389,benign,benign
0,9,2,525,0.979611,0.020389,benign,benign
0,9,2,184,0.186481,0.813519,malignant,malignant
0,9,2,10,0.979611,0.020389,benign,benign
0,9,2,671,0.944174,0.055826,benign,benign
0,9,2,146,0.504794,0.495206,benign,malignant
0,9,2,632,0.979611,0.020389,benign,benign
0,9,2,310,0.951433,0.048567,benign,benign
0,9,2,233,0.192368,0.807632,malignant,malignant
0,9,2,555,0.811423,0.188577,benign,benign
0,9,3,51,0.66537,0.33463,benign,malignant
0,9,3,116,0.664497,0.335503,benign,benign
0,9,3,557,0.954412,0.045588,benign,benign
0,9,3,323,0.353833,0.646167,malignant,malignant
0,9,3,418,0.810611,0.189389,benign,benign
0,9,3,192,0.954412,0.045588,benign,benign
0,9,3,491,0.272677,0.727323,malignant,malignant
0,9,3,477,0.954412,0.045588,benign,benign
0,9,3,133,0.882862,0.117138,benign,benign
0,9,3,36,0.217155,0.782845,malignant,malignant
0,9,3,33,0.954412,0.045588,benign,benign
0,9,3,85,0.412552,0.587448,malignant,malignant
0,9,3,562,0.954412,0.045588,benign,benign
0,9,3,307,0.954412,0.045588,benign,benign
0,9,3,612,0.08073,0.91927,malignant,malignant
0,9,3,208,0.954412,0.045588,benign,benign
0,9,3,513,0.954412,0.045588,benign,benign
0,9,3,223,0.161727,0.838273,malignant,malignant
0,9,3,370,0.852062,0.147938,benign,benign
0,9,3,411,0.907696,0.092304,benign,benign
0,9,3,279,0.349971,0.650029,malignant,malignant
0,9,3,548,0.954412,0.045588,benign,benign
0,9,3,675,0.953294,0.046706,benign,benign
0,9,3,467,0.129765,0.870235,malignant,malignant
0,9,3,584,0.863451,0.136549,benign,benign
0,9,3,294,0.907696,0.092304,benign,benign
0,9,3,227,0.188276,0.811724,malignant,malignant
0,9,3,242,0.954412,0.045588,benign,benign
0,9,3,659,0.954412,0.045588,benign,benign
0,9,3,304,0.149828,0.850172,malignant,malignant
0,9,3,564,0.882862,0.117138,benign,benign
0,9,3,428,0.954412,0.045588,benign,benign
0,9,3,21,0.193038,0.806962,malignant,malignant
0,9,3,234,0.624927,0.375073,benign,benign
0,9,3,250,0.943315,0.056685,benign,benign
0,9,3,99,0.08073,0.91927,malignant,malignant
0,9,3,553,0.840905,0.159095,benign,benign
0,9,3,646,0.943315,0.056685,benign,benign
0,9,3,261,0.108106,0.891894,malignant,malignant
0,9,3,602,0.954412,0.045588,benign,benign
0,9,3,152,0.203822,0.796178,malignant,malignant
0,9,3,102,0.953294,0.046706,benign,benign
0,9,3,64,0.954412,0.045588,benign,benign
0,9,3,289,0.160537,0.839463,malignant,malignant
0,9,3,40,0.195525,0.804475,malignant,benign
0,9,3,281,0.954412,0.045588,benign,benign
0,9,3,270,0.201174,0.798826,malignant,malignant
0,9,3,115,0.918668,0.081332,benign,benign
0,9,3,207,0.954412,0.045588,benign,benign
0,9,3,221,0.091766,0.908234,malignant,malignant
0,9,3,140,0.954412,0.045588,benign,benign
0,9,3,445,0.954412,0.045588,benign,benign
0,9,3,333,0.254946,0.745054,malignant,malignant
0,9,3,689,0.954967,0.045033,benign,benign
0,9,3,677,0.954412,0.045588,benign,benign
0,9,3,255,0.295583,0.704417,malignant,malignant
0,9,3,314,0.954412,0.045588,benign,benign
0,9,3,624,0.954412,0.045588,benign,benign
0,9,3,211,0.172511,0.827489,malignant,malignant
0,9,3,409,0.953294,0.046706,benign,benign
0,9,3,525,0.954412,0.045588,benign,benign
0,9,3,184,0.1778,0.8222,malignant,malignant
0,9,3,10,0.954412,0.045588,benign,benign
0,9,3,671,0.944432,0.055568,benign,benign
0,9,3,146,0.60735,0.39265,benign,malignant
0,9,3,632,0.954412,0.045588,benign,benign
0,9,3,310,0.913027,0.086973,benign,benign
0,9,3,233,0.371383,0.628617,malignant,malignant
0,9,3,555,0.681332,0.318668,benign,benign
0,9,4,51,0.580261,0.419739,benign,malignant
0,9,4,116,0.534128,0.465872,benign,benign
0,9,4,557,0.961526,0.038474,benign,benign
0,9,4,323,0.324758,0.675242,malignant,malignant
0,9,4,418,0.766123,0.233877,benign,benign
0,9,4,192,0.961526,0.038474,benign,benign
0,9,4,491,0.117323,0.882677,malignant,malignant
0,9,4,477,0.961526,0.038474,benign,benign
0,9,4,133,0.910902,0.089098,benign,benign
0,9,4,36,0.08125,0.91875,malignant,malignant
0,9,4,33,0.961526,0.038474,benign,benign
0,9,4,85,0.203689,0.796311,malignant,malignant
0,9,4,562,0.961526,0.038474,benign,benign
0,9,4,307,0.961526,0.038474,benign,benign
0,9,4,612,0.015513,0.984487,malignant,malignant
0,9,4,208,0.961526,0.038474,benign,benign
0,9,4,513,0.961526,0.038474,benign,benign
0,9,4,223,0.110168,0.889832,malignant,malignant
0,9,4,370,0.828824,0.171176,benign,benign
0,9,4,411,0.838316,0.161684,benign,benign
0,9,4,279,0.212589,0.787411,malignant,malignant
0,9,4,548,0.961526,0.038474,benign,benign
0,9,4,675,0.892636,0.107364,benign,benign
0,9,4,467,0.038773,0.961227,malignant,malignant
0,9,4,584,0.865857,0.134143,benign,benign
0,9,4,294,0.881538,0.118462,benign,benign
0,9,4,227,0.110168,0.889832,malignant,malignant
0,9,4,242,0.961526,0.038474,benign,benign
0,9,4,659,0.961526,0.038474,benign,benign
0,9,4,304,0.299565,0.700435,malignant,malignant
0,9,4,564,0.910902,0.089098,benign,benign
0,9,4,428,0.961526,0.038474,benign,benign
0,9,4,21,0.059395,0.940605,malignant,malignant
0,9,4,234,0.728976,0.271024,benign,benign
0,9,4,250,0.930851,0.069149,benign,benign
0,9,4,99,0.04123,0.95877,malignant,malignant
0,9,4,553,0.456356,0.543644,malignant,benign
0,9,4,646,0.930851,0.069149,benign,benign
0,9,4,261,0.038773,0.961227,malignant,malignant
0,9,4,602,0.961526,0.038474,benign,benign
0,9,4,152,0.005592,0.994408,malignant,malignant
0,9,4,102,0.930851,0.069149,benign,benign
0,9,4,64,0.961526,0.038474,benign,benign
0,9,4,289,0.162986,0.837014,malignant,malignant
0,9,4,40,0.120262,0.879738,malignant,benign
0,9,4,281,0.961526,0.038474,benign,benign
0,9,4,270,0.196468,0.803532,malignant,malignant
0,9,4,115,0.863064,0.136936,benign,benign
0,9,4,207,0.961526,0.038474,benign,benign
0,9,4,221,0.015513,0.984487,malignant,malignant
0,9,4,140,0.961526,0.038474,benign,benign
0,9,4,445,0.961526,0.038474,benign,benign
0,9,4,333,0.423042,0.576958,malignant,malignant
0,9,4,689,0.924728,0.075272,benign,benign
0,9,4,677,0.961526,0.038474,benign,benign
0,9,4,255,0.359543,0.640457,malignant,malignant
0,9,4,314,0.961526,0.038474,benign,benign
0,9,4,624,0.961526,0.038474,benign,benign
0,9,4,211,0.110168,0.889832,malignant,malignant
0,9,4,409,0.930851,0.069149,benign,benign
0,9,4,525,0.961526,0.038474,benign,benign
0,9,4,184,0.236472,0.763528,malignant,malignant
0,9,4,10,0.961526,0.038474,benign,benign
0,9,4,671,0.961526,0.038474,benign,benign
0,9,4,146,0.479909,0.520091,malignant,malignant
0,9,4,632,0.961526,0.038474,benign,benign
0,9,4,310,0.888659,0.111341,benign,benign
0,9,4,233,0.1309,0.8691,malignant,malignant
0,9,4,555,0.755918,0.244082,benign,benign
0,9,5,51,0.674433,0.325567,benign,malignant
0,9,5,116,0.681266,0.318734,benign,benign
0,9,5,557,0.984822,0.015178,benign,benign
0,9,5,323,0.206548,0.793452,malignant,malignant
0,9,5,418,0.892208,0.107792,benign,benign
0,9,5,192,0.984822,0.015178,benign,benign
0,9,5,491,0.159908,0.840092,malignant,malignant
0,9,5,477,0.984822,0.015178,benign,benign
0,9,5,133,0.967806,0.032194,benign,benign
0,9,5,36,0.058557,0.941443,malignant,malignant
0,9,5,33,0.984822,0.015178,benign,benign
0,9,5,85,0.186343,0.813657,malignant,malignant
0,9,5,562,0.984822,0.015178,benign,benign
0,9,5,307,0.984822,0.015178,benign,benign
0,9,5,612,0.021225,0.978775,malignant,malignant
0,9,5,208,0.984822,0.015178,benign,benign
0,9,5,513,0.984822,0.015178,benign,benign
0,9,5,223,0.155797,0.844203,malignant,malignant
0,9,5,370,0.707351,0.292649,benign,benign
0,9,5,411,0.95352,0.04648,benign,benign
0,9,5,279,0.340345,0.659655,malignant,malignant
0,9,5,548,0.984822,0.015178,benign,benign
0,9,5,675,0.910051,0.089949,benign,benign
0,9,5,467,0.155979,0.844021,malignant,malignant
0,9,5,584,0.911709,0.088291,benign,benign
0,9,5,294,0.957144,0.042856,benign,benign
0,9,5,227,0.187089,0.812911,malignant,malignant
0,9,5,242,0.984822,0.015178,benign,benign
0,9,5,659,0.984822,0.015178,benign,benign
0,9,5,304,0.208181,0.791819,malignant,malignant
0,9,5,564,0.967806,0.032194,benign,benign
0,9,5,428,0.984822,0.015178,benign,benign
0,9,5,21,0.09005,0.90995,malignant,malignant
0,9,5,234,0.650534,0.349466,benign,benign
0,9,5,250,0.914665,0.085335,benign,benign
0,9,5,99,0.040417,0.959583,malignant,malignant
0,9,5,553,0.68001,0.31999,benign,benign
0,9,5,646,0.914665,0.085335,benign,benign
0,9,5,261,0.086084,0.913916,malignant,malignant
0,9,5,602,0.984822,0.015178,benign,benign
0,9,5,152,0.050673,0.949327,malignant,malignant
0,9,5,102,0.973456,0.026544,benign,benign
0,9,5,64,0.984822,0.015178,benign,benign
0,9,5,289,0.094482,0.905518,malignant,malignant
0,9,5,40,0.218917,0.781083,malignant,benign
0,9,5,281,0.984822,0.015178,benign,benign
0,9,5,270,0.075248,0.924752,malignant,malignant
0,9,5,115,0.927689,0.072311,benign,benign
0,9,5,207,0.984822,0.015178,benign,benign
0,9,5,221,0.066133,0.933867,malignant,malignant
0,9,5,140,0.984822,0.015178,benign,benign
0,9,5,445,0.984822,0.015178,benign,benign
0,9,5,333,0.279947,0.720053,malignant,malignant
0,9,5,689,0.979382,0.020618,benign,benign
0,9,5,677,0.984822,0.015178,benign,benign
0,9,5,255,0.460504,0.539496,malignant,malignant
0,9,5,314,0.984822,0.015178,benign,benign
0,9,5,624,0.984822,0.015178,benign,benign
0,9,5,211,0.117911,0.882089,malignant,malignant
0,9,5,409,0.973456,0.026544,benign,benign
0,9,5,525,0.984822,0.015178,benign,benign
0,9,5,184,0.074742,0.925258,malignant,malignant
0,9,5,10,0.984822,0.015178,benign,benign
0,9,5,671,0.92603,0.07397,benign,benign
0,9,5,146,0.4386,0.5614,malignant,malignant
0,9,5,632,0.984822,0.015178,benign,benign
0,9,5,310,0.919719,0.080281,benign,benign
0,9,5,233,0.105907,0.894093,malignant,malignant
0,9,5,555,0.646171,0.353829,benign,benign
0,9,6,51,0.550012,0.449988,benign,malignant
0,9,6,116,0.402749,0.597251,malignant,benign
0,9,6,557,0.970609,0.029391,benign,benign
0,9,6,323,0.158342,0.841658,malignant,malignant
0,9,6,418,0.751897,0.248103,benign,benign
0,9,6,192,0.990619,0.009381,benign,benign
0,9,6,491,0.096776,0.903224,malignant,malignant
0,9,6,477,0.990619,0.009381,benign,benign
0,9,6,133,0.990619,0.009381,benign,benign
0,9,6,36,0.082743,0.917257,malignant,malignant
0,9,6,33,0.970609,0.029391,benign,benign
0,9,6,85,0.321042,0.678958,malignant,malignant
0,9,6,562,0.990619,0.009381,benign,benign
0,9,6,307,0.990619,0.009381,benign,benign
0,9,6,612,0.037875,0.962125,malignant,malignant
0,9,6,208,0.990619,0.009381,benign,benign
0,9,6,513,0.990619,0.009381,benign,benign
0,9,6,223,0.366756,0.633244,malignant,malignant
0,9,6,370,0.842601,0.157399,benign,benign
0,9,6,411,0.98807,0.01193,benign,benign
0,9,6,279,0.212167,0.787833,malignant,malignant
0,9,6,548,0.990619,0.009381,benign,benign
0,9,6,675,0.949481,0.050519,benign,benign
0,9,6,467,0.120434,0.879566,malignant,malignant
0,9,6,584,0.971304,0.028696,benign,benign
0,9,6,294,0.98807,0.01193,benign,benign
0,9,6,227,0.190385,0.809615,malignant,malignant
0,9,6,242,0.990619,0.009381,benign,benign
0,9,6,659,0.990619,0.009381,benign,benign
0,9,6,304,0.250629,0.749371,malignant,malignant
0,9,6,564,0.990619,0.009381,benign,benign
0,9,6,428,0.990619,0.009381,benign,benign
0,9,6,21,0.089488,0.910512,malignant,malignant
0,9,6,234,0.71031,0.28969,benign,benign
0,9,6,250,0.927254,0.072746,benign,benign
0,9,6,99,0.052126,0.947874,malignant,malignant
0,9,6,553,0.734976,0.265024,benign,benign
0,9,6,646,0.927254,0.072746,benign,benign
0,9,6,261,0.062468,0.937532,malignant,malignant
0,9,6,602,0.990619,0.009381,benign,benign
0,9,6,152,0.082273,0.917727,malignant,malignant
0,9,6,102,0.991394,0.008606,benign,benign
0,9,6,64,0.990619,0.009381,benign,benign
0,9,6,289,0.153815,0.846185,malignant,malignant
0,9,6,40,0.216698,0.783302,malignant,benign
0,9,6,281,0.970609,0.029391,benign,benign
0,9,6,270,0.063629,0.936371,malignant,malignant
0,9,6,115,0.98085,0.01915,benign,benign
0,9,6,207,0.990619,0.009381,benign,benign
0,9,6,221,0.081861,0.918139,malignant,malignant
0,9,6,140,0.990619,0.009381,benign,benign
0,9,6,445,0.990619,0.009381,benign,benign
0,9,6,333,0.275377,0.724623,malignant,malignant
0,9,6,689,0.991268,0.008732,benign,benign
0,9,6,677,0.990619,0.009381,benign,benign
0,9,6,255,0.191403,0.808597,malignant,malignant
0,9,6,314,0.990619,0.009381,benign,benign
0,9,6,624,0.970609,0.029391,benign,benign
0,9,6,211,0.11922,0.88078,malignant,malignant
0,9,6,409,0.991394,0.008606,benign,benign
0,9,6,525,0.970609,0.029391,benign,benign
0,9,6,184,0.061177,0.938823,malignant,malignant
0,9,6,10,0.990619,0.009381,benign,benign
0,9,6,671,0.906469,0.093531,benign,benign
0,9,6,146,0.595335,0.404665,benign,malignant
0,9,6,632,0.990619,0.009381,benign,benign
0,9,6,310,0.991313,0.008687,benign,benign
0,9,6,233,0.041162,0.958838,malignant,malignant
0,9,6,555,0.65723,0.34277,benign,benign
0,9,7,51,0.488924,0.511076,malignant,malignant
0,9,7,116,0.421236,0.578764,malignant,benign
0,9,7,557,0.976998,0.023002,benign,benign
0,9,7,323,0.116263,0.883737,malignant,malignant
0,9,7,418,0.716293,0.283707,benign,benign
0,9,7,192,0.976998,0.023002,benign,benign
0,9,7,491,0.075471,0.924529,malignant,malignant
0,9,7,477,0.976998,0.023002,benign,benign
0,9,7,133,0.974823,0.025177,benign,benign
0,9,7,36,0.120207,0.879793,malignant,malignant
0,9,7,33,0.976998,0.023002,benign,benign
0,9,7,85,0.224858,0.775142,malignant,malignant
0,9,7,562,0.976998,0.023002,benign,benign
0,9,7,307,0.976998,0.023002,benign,benign
0,9,7,612,0.037801,0.962199,malignant,malignant
0,9,7,208,0.976998,0.023002,benign,benign
0,9,7,513,0.976998,0.023002,benign,benign
0,9,7,223,0.259418,0.740582,malignant,malignant
0,9,7,370,0.788783,0.211217,benign,benign
0,9,7,411,0.93735,0.06265,benign,benign
0,9,7,279,0.336517,0.663483,malignant,malignant
0,9,7,548,0.976998,0.023002,benign,benign
0,9,7,675,0.953014,0.046986,benign,benign
0,9,7,467,0.131027,0.868973,malignant,malignant
0,9,7,584,0.940106,0.059894,benign,benign
0,9,7,294,0.937943,0.062057,benign,benign
0,9,7,227,0.229756,0.770244,malignant,malignant
0,9,7,242,0.976998,0.023002,benign,benign
0,9,7,659,0.976998,0.023002,benign,benign
0,9,7,304,0.162512,0.837488,malignant,malignant
0,9,7,564,0.974823,0.025177,benign,benign
0,9,7,428,0.976998,0.023002,benign,benign
0,9,7,21,0.132278,0.867722,malignant,malignant
0,9,7,234,0.750791,0.249209,benign,benign
0,9,7,250,0.890053,0.109947,benign,benign
0,9,7,99,0.042176,0.957824,malignant,malignant
0,9,7,553,0.65004,0.34996,benign,benign
0,9,7,646,0.890053,0.109947,benign,benign
0,9,7,261,0.071699,0.928301,malignant,malignant
0,9,7,602,0.976998,0.023002,benign,benign
0,9,7,152,0.102268,0.897732,malignant,malignant
0,9,7,102,0.985838,0.014162,benign,benign
0,9,7,64,0.976998,0.023002,benign,benign
0,9,7,289,0.056464,0.943536,malignant,malignant
0,9,7,40,0.204501,0.795499,malignant,benign
0,9,7,281,0.976998,0.023002,benign,benign
0,9,7,270,0.099379,0.900621,malignant,malignant
0,9,7,115,0.937325,0.062675,benign,benign
0,9,7,207,0.976998,0.023002,benign,benign
0,9,7,221,0.039599,0.960401,malignant,malignant
0,9,7,140,0.976998,0.023002,benign,benign
0,9,7,445,0.976998,0.023002,benign,benign
0,9,7,333,0.212005,0.787995,malignant,malignant
0,9,7,689,0.928992,0.071008,benign,benign
0,9,7,677,0.976998,0.023002,benign,benign
0,9,7,255,0.151319,0.848681,malignant,malignant
0,9,7,314,0.976998,0.023002,benign,benign
0,9,7,624,0.976998,0.023002,benign,benign
0,9,7,211,0.135037,0.864963,malignant,malignant
0,9,7,409,0.985838,0.014162,benign,benign
0,9,7,525,0.976998,0.023002,benign,benign
0,9,7,184,0.132657,0.867343,malignant,malignant
0,9,7,10,0.976998,0.023002,benign,benign
0,9,7,671,0.862375,0.137625,benign,benign
0,9,7,146,0.496879,0.503121,malignant,malignant
0,9,7,632,0.976998,0.023002,benign,benign
0,9,7,310,0.940106,0.059894,benign,benign
0,9,7,233,0.118196,0.881804,malignant,malignant
0,9,7,555,0.646502,0.353498,benign,benign