@relation openml_task_15_predictions

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

@data
0,0,665,0.984962,0.015038,benign,benign
0,0,447,0.965022,0.034978,benign,benign
0,0,593,0.959874,0.040126,benign,benign
0,0,8,0.982797,0.017203,benign,benign
0,0,148,0.90508,0.09492,benign,benign
0,0,180,0.983302,0.016698,benign,benign
0,0,415,0.801521,0.198479,benign,benign
0,0,500,0.931912,0.068088,benign,benign
0,0,131,0.979674,0.020326,benign,benign
0,0,156,0.981851,0.018149,benign,benign
0,0,545,0.959943,0.040057,benign,benign
0,0,595,0.959943,0.040057,benign,benign
0,0,259,0.083847,0.916153,malignant,benign
0,0,433,0.970105,0.029895,benign,benign
0,0,426,0.891802,0.108198,benign,benign
0,0,322,0.974638,0.025362,benign,benign
0,0,616,0.97706,0.02294,benign,benign
0,0,219,0.902091,0.097909,benign,benign
0,0,618,0.970509,0.029491,benign,benign
0,0,287,0.976407,0.023593,benign,benign
0,0,528,0.921406,0.078594,benign,benign
0,0,649,0.97706,0.02294,benign,benign
0,0,538,0.970509,0.029491,benign,benign
0,0,343,0.984962,0.015038,benign,benign
0,0,48,0.958935,0.041065,benign,benign
0,0,695,0.982599,0.017401,benign,benign
0,0,441,0.813384,0.186616,benign,benign
0,0,393,0.985206,0.014794,benign,benign
0,0,275,0.900858,0.099142,benign,benign
0,0,464,0.973654,0.026346,benign,benign
0,0,290,0.984962,0.015038,benign,benign
0,0,687,0.974491,0.025509,benign,benign
0,0,542,0.954552,0.045448,benign,benign
0,0,376,0.984044,0.015956,benign,benign
0,0,462,0.936654,0.063346,benign,benign
0,0,97,0.953684,0.046316,benign,benign
0,0,94,0.979674,0.020326,benign,benign
0,0,77,0.939814,0.060186,benign,benign
0,0,27,0.959943,0.040057,benign,benign
0,0,256,0.979077,0.020923,benign,benign
0,0,277,0.984044,0.015956,benign,benign
0,0,138,0.966646,0.033354,benign,benign
0,0,562,0.982969,0.017031,benign,benign
0,0,242,0.979674,0.020326,benign,benign
0,0,64,0.984044,0.015956,benign,benign
0,0,624,0.956987,0.043013,benign,benign
0,0,334,0.03541,0.96459,malignant,malignant
0,0,414,0.032728,0.967272,malignant,malignant
0,0,54,0.028072,0.971928,malignant,malignant
0,0,339,0.038247,0.961753,malignant,malignant
0,0,357,0.020255,0.979745,malignant,malignant
0,0,123,0.079147,0.920853,malignant,malignant
0,0,292,0.037571,0.962429,malignant,malignant
0,0,50,0.142915,0.857085,malignant,malignant
0,0,160,0.023589,0.976411,malignant,malignant
0,0,215,0.032412,0.967588,malignant,malignant
0,0,213,0.018724,0.981276,malignant,malignant
0,0,293,0.035723,0.964277,malignant,malignant
0,0,41,0.095467,0.904533,malignant,malignant
0,0,488,0.408589,0.591411,malignant,malignant
0,0,668,0.265445,0.734555,malignant,malignant
0,0,530,0.03789,0.96211,malignant,malignant
0,0,46,0.066837,0.933163,malignant,malignant
0,0,223,0.044177,0.955823,malignant,malignant
0,0,227,0.030667,0.969333,malignant,malignant
0,0,680,0.018135,0.981865,malignant,malignant
0,0,63,0.478469,0.521531,malignant,malignant
0,0,128,0.047409,0.952591,malignant,malignant
0,0,493,0.024231,0.975769,malignant,malignant
0,0,285,0.01913,0.98087,malignant,malignant
0,1,561,0.958602,0.041398,benign,benign
0,1,521,0.974482,0.025518,benign,benign
0,1,419,0.9792,0.0208,benign,benign
0,1,485,0.979049,0.020951,benign,benign
0,1,647,0.983746,0.016254,benign,benign
0,1,82,0.950394,0.049606,benign,benign
0,1,527,0.969635,0.030365,benign,benign
0,1,324,0.98382,0.01618,benign,benign
0,1,157,0.980896,0.019104,benign,benign
0,1,389,0.945044,0.054956,benign,benign
0,1,176,0.980896,0.019104,benign,benign
0,1,434,0.037476,0.962524,malignant,benign
0,1,556,0.9404,0.0596,benign,benign
0,1,495,0.978415,0.021585,benign,benign
0,1,172,0.984625,0.015375,benign,benign
0,1,181,0.985336,0.014664,benign,benign
0,1,313,0.985336,0.014664,benign,benign
0,1,2,0.971774,0.028226,benign,benign
0,1,185,0.981031,0.018969,benign,benign
0,1,198,0.985336,0.014664,benign,benign
0,1,503,0.969635,0.030365,benign,benign
0,1,88,0.969635,0.030365,benign,benign
0,1,61,0.982841,0.017159,benign,benign
0,1,430,0.980791,0.019209,benign,benign
0,1,66,0.969635,0.030365,benign,benign
0,1,651,0.981242,0.018758,benign,benign
0,1,154,0.985336,0.014664,benign,benign
0,1,153,0.961432,0.038568,benign,benign
0,1,532,0.983917,0.016083,benign,benign
0,1,639,0.957912,0.042088,benign,benign
0,1,573,0.984625,0.015375,benign,benign
0,1,420,0.935511,0.064489,benign,benign
0,1,9,0.968115,0.031885,benign,benign
0,1,321,0.932707,0.067293,benign,benign
0,1,258,0.976492,0.023508,benign,benign
0,1,4,0.962132,0.037868,benign,benign
0,1,19,0.940337,0.059663,benign,benign
0,1,217,0.98382,0.01618,benign,benign
0,1,362,0.955745,0.044255,benign,benign
0,1,475,0.979767,0.020233,benign,benign
0,1,476,0.971257,0.028743,benign,benign
0,1,686,0.985336,0.014664,benign,benign
0,1,307,0.98382,0.01618,benign,benign
0,1,659,0.985336,0.014664,benign,benign
0,1,40,0.032477,0.967523,malignant,benign
0,1,409,0.975691,0.024309,benign,benign
0,1,305,0.022119,0.977881,malignant,malignant
0,1,267,0.166508,0.833492,malignant,malignant
0,1,565,0.019306,0.980694,malignant,malignant
0,1,340,0.031891,0.968109,malignant,malignant
0,1,268,0.025211,0.974789,malignant,malignant
0,1,633,0.047886,0.952114,malignant,malignant
0,1,175,0.026075,0.973925,malignant,malignant
0,1,260,0.021064,0.978936,malignant,malignant
0,1,218,0.026837,0.973163,malignant,malignant
0,1,312,0.072503,0.927497,malignant,malignant
0,1,328,0.045961,0.954039,malignant,malignant
0,1,224,0.020956,0.979044,malignant,malignant
0,1,112,0.024115,0.975885,malignant,malignant
0,1,302,0.016708,0.983292,malignant,malignant
0,1,55,0.038358,0.961642,malignant,malignant
0,1,151,0.066554,0.933446,malignant,malignant
0,1,166,0.027019,0.972981,malignant,malignant
0,1,20,0.036866,0.963134,malignant,malignant
0,1,205,0.01899,0.98101,malignant,malignant
0,1,103,0.332119,0.667881,malignant,malignant
0,1,289,0.027354,0.972646,malignant,malignant
0,1,582,0.023892,0.976108,malignant,malignant
0,1,457,0.02352,0.97648,malignant,malignant
0,1,594,0.048456,0.951544,malignant,malignant
0,2,269,0.984154,0.015846,benign,benign
0,2,168,0.976933,0.023067,benign,benign
0,2,559,0.964003,0.035997,benign,benign
0,2,195,0.969991,0.030009,benign,benign
0,2,79,0.982348,0.017652,benign,benign
0,2,517,0.985294,0.014706,benign,benign
0,2,615,0.965375,0.034625,benign,benign
0,2,338,0.985294,0.014706,benign,benign
0,2,511,0.964003,0.035997,benign,benign
0,2,404,0.983397,0.016603,benign,benign
0,2,403,0.966483,0.033517,benign,benign
0,2,547,0.984086,0.015914,benign,benign
0,2,540,0.953425,0.046575,benign,benign
0,2,516,0.986058,0.013942,benign,benign
0,2,623,0.985876,0.014124,benign,benign
0,2,451,0.968429,0.031571,benign,benign
0,2,606,0.97469,0.02531,benign,benign
0,2,439,0.968429,0.031571,benign,benign
0,2,350,0.963862,0.036138,benign,benign
0,2,257,0.97902,0.02098,benign,benign
0,2,578,0.985082,0.014918,benign,benign
0,2,614,0.982976,0.017024,benign,benign
0,2,642,0.97902,0.02098,benign,benign
0,2,567,0.957811,0.042189,benign,benign
0,2,468,0.976024,0.023976,benign,benign
0,2,178,0.969991,0.030009,benign,benign
0,2,394,0.98159,0.01841,benign,benign
0,2,92,0.969991,0.030009,benign,benign
0,2,137,0.980761,0.019239,benign,benign
0,2,240,0.897509,0.102491,benign,benign
0,2,424,0.980761,0.019239,benign,benign
0,2,526,0.976024,0.023976,benign,benign
0,2,463,0.974311,0.025689,benign,benign
0,2,688,0.976024,0.023976,benign,benign
0,2,461,0.957042,0.042958,benign,benign
0,2,139,0.971889,0.028111,benign,benign
0,2,678,0.985876,0.014124,benign,benign
0,2,622,0.883033,0.116967,benign,benign
0,2,171,0.984154,0.015846,benign,benign
0,2,629,0.976024,0.023976,benign,benign
0,2,93,0.985082,0.014918,benign,benign
0,2,380,0.985876,0.014124,benign,benign
0,2,208,0.984402,0.015598,benign,benign
0,2,564,0.967432,0.032568,benign,benign
0,2,281,0.980502,0.019498,benign,benign
0,2,525,0.979904,0.020096,benign,benign
0,2,100,0.047242,0.952758,malignant,malignant
0,2,344,0.025698,0.974302,malignant,malignant
0,2,608,0.022515,0.977485,malignant,malignant
0,2,288,0.217237,0.782763,malignant,malignant
0,2,42,0.025581,0.974419,malignant,malignant
0,2,658,0.026198,0.973802,malignant,malignant
0,2,111,0.053003,0.946997,malignant,malignant
0,2,348,0.811933,0.188067,benign,malignant
0,2,237,0.037534,0.962466,malignant,malignant
0,2,358,0.039321,0.960679,malignant,malignant
0,2,391,0.02215,0.97785,malignant,malignant
0,2,435,0.025021,0.974979,malignant,malignant
0,2,191,0.023504,0.976496,malignant,malignant
0,2,336,0.047605,0.952395,malignant,malignant
0,2,51,0.563809,0.436191,benign,malignant
0,2,14,0.026953,0.973047,malignant,malignant
0,2,174,0.035186,0.964814,malignant,malignant
0,2,421,0.019947,0.980053,malignant,malignant
0,2,262,0.023265,0.976735,malignant,malignant
0,2,99,0.024964,0.975036,malignant,malignant
0,2,270,0.035999,0.964001,malignant,malignant
0,2,132,0.027926,0.972074,malignant,malignant
0,2,251,0.027607,0.972393,malignant,malignant
0,2,233,0.032585,0.967415,malignant,malignant
0,3,654,0.977147,0.022853,benign,benign
0,3,657,0.501571,0.498429,benign,benign
0,3,645,0.97891,0.02109,benign,benign
0,3,248,0.937468,0.062532,benign,benign
0,3,296,0.162746,0.837254,malignant,benign
0,3,494,0.293805,0.706195,malignant,benign
0,3,164,0.78234,0.21766,benign,benign
0,3,638,0.974285,0.025715,benign,benign
0,3,121,0.952806,0.047194,benign,benign
0,3,432,0.953341,0.046659,benign,benign
0,3,471,0.921327,0.078673,benign,benign
0,3,249,0.922573,0.077427,benign,benign
0,3,387,0.877931,0.122069,benign,benign
0,3,399,0.983651,0.016349,benign,benign
0,3,351,0.98213,0.01787,benign,benign
0,3,469,0.985014,0.014986,benign,benign
0,3,481,0.896654,0.103346,benign,benign
0,3,327,0.985983,0.014017,benign,benign
0,3,235,0.856125,0.143875,benign,benign
0,3,634,0.980441,0.019559,benign,benign
0,3,550,0.97891,0.02109,benign,benign
0,3,601,0.986238,0.013762,benign,benign
0,3,473,0.974285,0.025715,benign,benign
0,3,398,0.974192,0.025808,benign,benign
0,3,89,0.981332,0.018668,benign,benign
0,3,311,0.986632,0.013368,benign,benign
0,3,385,0.967963,0.032037,benign,benign
0,3,536,0.954337,0.045663,benign,benign
0,3,335,0.986632,0.013368,benign,benign
0,3,318,0.984303,0.015697,benign,benign
0,3,144,0.983241,0.016759,benign,benign
0,3,539,0.937408,0.062592,benign,benign
0,3,537,0.945668,0.054332,benign,benign
0,3,628,0.984216,0.015784,benign,benign
0,3,325,0.966949,0.033051,benign,benign
0,3,91,0.978437,0.021563,benign,benign
0,3,161,0.964793,0.035207,benign,benign
0,3,291,0.985252,0.014748,benign,benign
0,3,664,0.973784,0.026216,benign,benign
0,3,150,0.985539,0.014461,benign,benign
0,3,443,0.985049,0.014951,benign,benign
0,3,116,0.423956,0.576044,malignant,benign
0,3,513,0.979513,0.020487,benign,benign
0,3,428,0.985983,0.014017,benign,benign
0,3,115,0.975739,0.024261,benign,benign
0,3,10,0.985539,0.014461,benign,benign
0,3,201,0.022481,0.977519,malignant,malignant
0,3,52,0.037551,0.962449,malignant,malignant
0,3,386,0.037076,0.962924,malignant,malignant
0,3,436,0.037405,0.962595,malignant,malignant
0,3,177,0.054291,0.945709,malignant,malignant
0,3,155,0.059889,0.940111,malignant,malignant
0,3,317,0.025245,0.974755,malignant,malignant
0,3,113,0.022757,0.977243,malignant,malignant
0,3,611,0.035023,0.964977,malignant,malignant
0,3,300,0.030649,0.969351,malignant,malignant
0,3,465,0.023014,0.976986,malignant,malignant
0,3,183,0.025378,0.974622,malignant,malignant
0,3,626,0.057405,0.942595,malignant,malignant
0,3,610,0.025205,0.974795,malignant,malignant
0,3,323,0.042417,0.957583,malignant,malignant
0,3,36,0.023599,0.976401,malignant,malignant
0,3,612,0.01867,0.98133,malignant,malignant
0,3,279,0.037269,0.962731,malignant,malignant
0,3,591,0.049595,0.950405,malignant,malignant
0,3,261,0.022297,0.977703,malignant,malignant
0,3,254,0.027591,0.972409,malignant,malignant
0,3,159,0.020839,0.979161,malignant,malignant
0,3,206,0.028499,0.971501,malignant,malignant
0,3,286,0.018659,0.981341,malignant,malignant
0,4,641,0.977586,0.022414,benign,benign
0,4,585,0.984828,0.015172,benign,benign
0,4,635,0.972491,0.027509,benign,benign
0,4,298,0.861884,0.138116,benign,benign
0,4,341,0.983149,0.016851,benign,benign
0,4,228,0.983308,0.016692,benign,benign
0,4,437,0.974214,0.025786,benign,benign
0,4,17,0.968805,0.031195,benign,benign
0,4,598,0.977586,0.022414,benign,benign
0,4,147,0.981866,0.018134,benign,benign
0,4,423,0.950605,0.049395,benign,benign
0,4,225,0.984044,0.015956,benign,benign
0,4,271,0.957917,0.042083,benign,benign
0,4,583,0.979226,0.020774,benign,benign
0,4,337,0.983149,0.016851,benign,benign
0,4,656,0.962538,0.037462,benign,benign
0,4,119,0.96515,0.03485,benign,benign
0,4,579,0.983149,0.016851,benign,benign
0,4,459,0.956404,0.043596,benign,benign
0,4,363,0.81837,0.18163,benign,benign
0,4,6,0.850564,0.149436,benign,benign
0,4,76,0.980548,0.019452,benign,benign
0,4,26,0.974784,0.025216,benign,benign
0,4,72,0.955025,0.044975,benign,benign
0,4,694,0.975071,0.024929,benign,benign
0,4,544,0.976485,0.023515,benign,benign
0,4,346,0.931163,0.068837,benign,benign
0,4,396,0.975679,0.024321,benign,benign
0,4,690,0.98317,0.01683,benign,benign
0,4,182,0.940226,0.059774,benign,benign
0,4,438,0.959732,0.040268,benign,benign
0,4,278,0.983149,0.016851,benign,benign
0,4,384,0.982554,0.017446,benign,benign
0,4,405,0.984044,0.015956,benign,benign
0,4,301,0.983149,0.016851,benign,benign
0,4,450,0.965738,0.034262,benign,benign
0,4,660,0.984044,0.015956,benign,benign
0,4,667,0.975679,0.024321,benign,benign
0,4,402,0.922562,0.077438,benign,benign
0,4,484,0.961918,0.038082,benign,benign
0,4,204,0.983149,0.016851,benign,benign
0,4,557,0.957592,0.042408,benign,benign
0,4,370,0.953587,0.046413,benign,benign
0,4,234,0.933358,0.066642,benign,benign
0,4,207,0.983308,0.016692,benign,benign
0,4,671,0.969056,0.030944,benign,benign
0,4,295,0.035979,0.964021,malignant,malignant
0,4,57,0.505164,0.494836,benign,malignant
0,4,38,0.047056,0.952944,malignant,malignant
0,4,273,0.431025,0.568975,malignant,malignant
0,4,308,0.040413,0.959587,malignant,malignant
0,4,23,0.087107,0.912893,malignant,malignant
0,4,67,0.075635,0.924365,malignant,malignant
0,4,247,0.074719,0.925281,malignant,malignant
0,4,698,0.052276,0.947724,malignant,malignant
0,4,68,0.030779,0.969221,malignant,malignant
0,4,282,0.100303,0.899697,malignant,malignant
0,4,381,0.026108,0.973892,malignant,malignant
0,4,187,0.02263,0.97737,malignant,malignant
0,4,246,0.022609,0.977391,malignant,malignant
0,4,648,0.028361,0.971639,malignant,malignant
0,4,18,0.02823,0.97177,malignant,malignant
0,4,188,0.029885,0.970115,malignant,malignant
0,4,49,0.040676,0.959324,malignant,malignant
0,4,669,0.030641,0.969359,malignant,malignant
0,4,605,0.026493,0.973507,malignant,malignant
0,4,366,0.02187,0.97813,malignant,malignant
0,4,32,0.033896,0.966104,malignant,malignant
0,4,98,0.036742,0.963258,malignant,malignant
0,4,569,0.02354,0.97646,malignant,malignant
0,5,535,0.981137,0.018863,benign,benign
0,5,575,0.949872,0.050128,benign,benign
0,5,512,0.968925,0.031075,benign,benign
0,5,442,0.982113,0.017887,benign,benign
0,5,165,0.960181,0.039819,benign,benign
0,5,75,0.978951,0.021049,benign,benign
0,5,379,0.870137,0.129863,benign,benign
0,5,534,0.983622,0.016378,benign,benign
0,5,158,0.974689,0.025311,benign,benign
0,5,431,0.937805,0.062195,benign,benign
0,5,118,0.983873,0.016127,benign,benign
0,5,524,0.979988,0.020012,benign,benign
0,5,169,0.986239,0.013761,benign,benign
0,5,501,0.974168,0.025832,benign,benign
0,5,245,0.93953,0.06047,benign,benign
0,5,16,0.974168,0.025832,benign,benign
0,5,478,0.963402,0.036598,benign,benign
0,5,498,0.974168,0.025832,benign,benign
0,5,90,0.985122,0.014878,benign,benign
0,5,390,0.985322,0.014678,benign,benign
0,5,672,0.982334,0.017666,benign,benign
0,5,372,0.969948,0.030052,benign,benign
0,5,520,0.986646,0.013354,benign,benign
0,5,31,0.982334,0.017666,benign,benign
0,5,371,0.984701,0.015299,benign,benign
0,5,454,0.981714,0.018286,benign,benign
0,5,499,0.974168,0.025832,benign,benign
0,5,684,0.986722,0.013278,benign,benign
0,5,676,0.984917,0.015083,benign,benign
0,5,382,0.964656,0.035344,benign,benign
0,5,354,0.985983,0.014017,benign,benign
0,5,627,0.973562,0.026438,benign,benign
0,5,643,0.986722,0.013278,benign,benign
0,5,533,0.979988,0.020012,benign,benign
0,5,589,0.968925,0.031075,benign,benign
0,5,274,0.976267,0.023733,benign,benign
0,5,331,0.960802,0.039198,benign,benign
0,5,96,0.983871,0.016129,benign,benign
0,5,241,0.974184,0.025816,benign,benign
0,5,303,0.985122,0.014878,benign,benign
0,5,232,0.161507,0.838493,malignant,benign
0,5,418,0.896171,0.103829,benign,benign
0,5,411,0.975916,0.024084,benign,benign
0,5,250,0.984778,0.015222,benign,benign
0,5,140,0.981661,0.018339,benign,benign
0,5,632,0.986722,0.013278,benign,benign
0,5,359,0.044343,0.955657,malignant,malignant
0,5,106,0.022806,0.977194,malignant,malignant
0,5,456,0.023755,0.976245,malignant,malignant
0,5,44,0.025233,0.974767,malignant,malignant
0,5,329,0.029058,0.970942,malignant,malignant
0,5,53,0.051253,0.948747,malignant,malignant
0,5,86,0.190262,0.809738,malignant,malignant
0,5,73,0.027448,0.972552,malignant,malignant
0,5,400,0.032774,0.967226,malignant,malignant
0,5,681,0.02524,0.97476,malignant,malignant
0,5,697,0.05941,0.94059,malignant,malignant
0,5,453,0.034102,0.965898,malignant,malignant
0,5,440,0.025355,0.974645,malignant,malignant
0,5,229,0.020873,0.979127,malignant,malignant
0,5,487,0.020293,0.979707,malignant,malignant
0,5,85,0.072839,0.927161,malignant,malignant
0,5,222,0.914112,0.085888,benign,malignant
0,5,519,0.040509,0.959491,malignant,malignant
0,5,304,0.041098,0.958902,malignant,malignant
0,5,253,0.027294,0.972706,malignant,malignant
0,5,84,0.039404,0.960596,malignant,malignant
0,5,255,0.058142,0.941858,malignant,malignant
0,5,184,0.033821,0.966179,malignant,malignant
0,5,326,0.057749,0.942251,malignant,malignant
0,6,552,0.960473,0.039527,benign,benign
0,6,141,0.983483,0.016517,benign,benign
0,6,143,0.977174,0.022826,benign,benign
0,6,429,0.982301,0.017699,benign,benign
0,6,587,0.960609,0.039391,benign,benign
0,6,621,0.555304,0.444696,benign,benign
0,6,529,0.974051,0.025949,benign,benign
0,6,209,0.960174,0.039826,benign,benign
0,6,345,0.985542,0.014458,benign,benign
0,6,136,0.97281,0.02719,benign,benign
0,6,599,0.946913,0.053087,benign,benign
0,6,368,0.983995,0.016005,benign,benign
0,6,202,0.983784,0.016216,benign,benign
0,6,693,0.978825,0.021175,benign,benign
0,6,373,0.958921,0.041079,benign,benign
0,6,29,0.983995,0.016005,benign,benign
0,6,388,0.981658,0.018342,benign,benign
0,6,35,0.982301,0.017699,benign,benign
0,6,13,0.979522,0.020478,benign,benign
0,6,560,0.95765,0.04235,benign,benign
0,6,120,0.981796,0.018204,benign,benign
0,6,194,0.97646,0.02354,benign,benign
0,6,613,0.979097,0.020903,benign,benign
0,6,554,0.980399,0.019601,benign,benign
0,6,378,0.969649,0.030351,benign,benign
0,6,566,0.974096,0.025904,benign,benign
0,6,130,0.951692,0.048308,benign,benign
0,6,355,0.969685,0.030315,benign,benign
0,6,244,0.983784,0.016216,benign,benign
0,6,507,0.980244,0.019756,benign,benign
0,6,422,0.934964,0.065036,benign,benign
0,6,572,0.978612,0.021388,benign,benign
0,6,125,0.984732,0.015268,benign,benign
0,6,199,0.978612,0.021388,benign,benign
0,6,265,0.926643,0.073357,benign,benign
0,6,11,0.982301,0.017699,benign,benign
0,6,576,0.963339,0.036661,benign,benign
0,6,243,0.963499,0.036501,benign,benign
0,6,474,0.967925,0.032075,benign,benign
0,6,663,0.98291,0.01709,benign,benign
0,6,108,0.983844,0.016156,benign,benign
0,6,192,0.963339,0.036661,benign,benign
0,6,548,0.981057,0.018943,benign,benign
0,6,553,0.846442,0.153558,benign,benign
0,6,445,0.983483,0.016517,benign,benign
0,6,310,0.981742,0.018258,benign,benign
0,6,87,0.053715,0.946285,malignant,malignant
0,6,25,0.297064,0.702936,malignant,malignant
0,6,299,0.038645,0.961355,malignant,malignant
0,6,574,0.038774,0.961226,malignant,malignant
0,6,56,0.039855,0.960145,malignant,malignant
0,6,272,0.17646,0.82354,malignant,malignant
0,6,59,0.155033,0.844967,malignant,malignant
0,6,186,0.086272,0.913728,malignant,malignant
0,6,190,0.022992,0.977008,malignant,malignant
0,6,122,0.024412,0.975588,malignant,malignant
0,6,353,0.038803,0.961197,malignant,malignant
0,6,670,0.04462,0.95538,malignant,malignant
0,6,5,0.022799,0.977201,malignant,malignant
0,6,60,0.268006,0.731994,malignant,malignant
0,6,12,0.654114,0.345886,benign,malignant
0,6,356,0.802922,0.197078,benign,malignant
0,6,109,0.04966,0.95034,malignant,malignant
0,6,124,0.042371,0.957629,malignant,malignant
0,6,696,0.043754,0.956246,malignant,malignant
0,6,152,0.026299,0.973701,malignant,malignant
0,6,173,0.021787,0.978213,malignant,malignant
0,6,211,0.026662,0.973338,malignant,malignant
0,6,590,0.102217,0.897783,malignant,malignant
0,6,636,0.026471,0.973529,malignant,malignant
0,7,577,0.982885,0.017115,benign,benign
0,7,203,0.960238,0.039762,benign,benign
0,7,407,0.982885,0.017115,benign,benign
0,7,365,0.980549,0.019451,benign,benign
0,7,470,0.977695,0.022305,benign,benign
0,7,352,0.411087,0.588913,malignant,benign
0,7,620,0.977181,0.022819,benign,benign
0,7,496,0.983921,0.016079,benign,benign
0,7,332,0.934311,0.065689,benign,benign
0,7,508,0.968195,0.031805,benign,benign
0,7,163,0.980773,0.019227,benign,benign
0,7,197,0.943361,0.056639,benign,benign
0,7,69,0.980799,0.019201,benign,benign
0,7,666,0.953228,0.046772,benign,benign
0,7,392,0.977181,0.022819,benign,benign
0,7,383,0.981675,0.018325,benign,benign
0,7,563,0.977181,0.022819,benign,benign
0,7,377,0.983145,0.016855,benign,benign
0,7,95,0.981956,0.018044,benign,benign
0,7,655,0.977181,0.022819,benign,benign
0,7,674,0.982885,0.017115,benign,benign
0,7,625,0.949851,0.050149,benign,benign
0,7,80,0.963663,0.036337,benign,benign
0,7,315,0.065414,0.934586,malignant,benign
0,7,220,0.981016,0.018984,benign,benign
0,7,22,0.977181,0.022819,benign,benign
0,7,196,0.039836,0.960164,malignant,benign
0,7,7,0.977079,0.022921,benign,benign
0,7,410,0.982885,0.017115,benign,benign
0,7,0,0.960238,0.039762,benign,benign
0,7,486,0.977695,0.022305,benign,benign
0,7,170,0.978793,0.021207,benign,benign
0,7,401,0.978793,0.021207,benign,benign
0,7,375,0.983693,0.016307,benign,benign
0,7,47,0.982885,0.017115,benign,benign
0,7,505,0.974362,0.025638,benign,benign
0,7,652,0.95958,0.04042,benign,benign
0,7,417,0.982885,0.017115,benign,benign
0,7,650,0.960798,0.039202,benign,benign
0,7,480,0.969151,0.030849,benign,benign
0,7,70,0.949725,0.050275,benign,benign
0,7,477,0.974568,0.025432,benign,benign
0,7,675,0.960873,0.039127,benign,benign
0,7,646,0.981394,0.018606,benign,benign
0,7,689,0.984119,0.015881,benign,benign
0,7,555,0.839286,0.160714,benign,benign
0,7,238,0.023749,0.976251,malignant,malignant
0,7,167,0.039838,0.960162,malignant,malignant
0,7,239,0.044345,0.955655,malignant,malignant
0,7,210,0.022188,0.977812,malignant,malignant
0,7,568,0.056787,0.943213,malignant,malignant
0,7,581,0.030377,0.969623,malignant,malignant
0,7,571,0.025776,0.974224,malignant,malignant
0,7,284,0.034481,0.965519,malignant,malignant
0,7,266,0.030367,0.969633,malignant,malignant
0,7,479,0.031608,0.968392,malignant,malignant
0,7,361,0.052278,0.947722,malignant,malignant
0,7,489,0.68722,0.31278,benign,malignant
0,7,236,0.025504,0.974496,malignant,malignant
0,7,455,0.270575,0.729425,malignant,malignant
0,7,523,0.034038,0.965962,malignant,malignant
0,7,149,0.025629,0.974371,malignant,malignant
0,7,546,0.02433,0.97567,malignant,malignant
0,7,15,0.224663,0.775337,malignant,malignant
0,7,21,0.030849,0.969151,malignant,malignant
0,7,71,0.053896,0.946104,malignant,malignant
0,7,221,0.026264,0.973736,malignant,malignant
0,7,349,0.112842,0.887158,malignant,malignant
0,7,483,0.02551,0.97449,malignant,malignant
0,7,466,0.027806,0.972194,malignant,malignant
0,8,81,0.970577,0.029423,benign,benign
0,8,518,0.977099,0.022901,benign,benign
0,8,685,0.984875,0.015125,benign,benign
0,8,30,0.979053,0.020947,benign,benign
0,8,662,0.982381,0.017619,benign,benign
0,8,452,0.977405,0.022595,benign,benign
0,8,276,0.978609,0.021391,benign,benign
0,8,502,0.970577,0.029423,benign,benign
0,8,600,0.978609,0.021391,benign,benign
0,8,531,0.966116,0.033884,benign,benign
0,8,580,0.958761,0.041239,benign,benign
0,8,127,0.976558,0.023442,benign,benign
0,8,395,0.978609,0.021391,benign,benign
0,8,34,0.976671,0.023329,benign,benign
0,8,448,0.985035,0.014965,benign,benign
0,8,596,0.970039,0.029961,benign,benign
0,8,472,0.958163,0.041837,benign,benign
0,8,135,0.933065,0.066935,benign,benign
0,8,631,0.964251,0.035749,benign,benign
0,8,252,0.084168,0.915832,malignant,benign
0,8,78,0.967271,0.032729,benign,benign
0,8,682,0.954127,0.045873,benign,benign
0,8,342,0.983055,0.016945,benign,benign
0,8,640,0.971241,0.028759,benign,benign
0,8,162,0.976558,0.023442,benign,benign
0,8,644,0.983055,0.016945,benign,benign
0,8,319,0.210477,0.789523,malignant,benign
0,8,673,0.950229,0.049771,benign,benign
0,8,83,0.952269,0.047731,benign,benign
0,8,609,0.968768,0.031232,benign,benign
0,8,24,0.983267,0.016733,benign,benign
0,8,653,0.973233,0.026767,benign,benign
0,8,497,0.973413,0.026587,benign,benign
0,8,607,0.984875,0.015125,benign,benign
0,8,114,0.949383,0.050617,benign,benign
0,8,369,0.982649,0.017351,benign,benign
0,8,661,0.969883,0.030117,benign,benign
0,8,216,0.984138,0.015862,benign,benign
0,8,683,0.984875,0.015125,benign,benign
0,8,490,0.984875,0.015125,benign,benign
0,8,145,0.967191,0.032809,benign,benign
0,8,133,0.977408,0.022592,benign,benign
0,8,584,0.938209,0.061791,benign,benign
0,8,602,0.973233,0.026767,benign,benign
0,8,677,0.968768,0.031232,benign,benign
0,8,506,0.034972,0.965028,malignant,malignant
0,8,179,0.15894,0.84106,malignant,malignant
0,8,117,0.052055,0.947945,malignant,malignant
0,8,283,0.041154,0.958846,malignant,malignant
0,8,104,0.032774,0.967226,malignant,malignant
0,8,263,0.034384,0.965616,malignant,malignant
0,8,482,0.030645,0.969355,malignant,malignant
0,8,416,0.034626,0.965374,malignant,malignant
0,8,522,0.047799,0.952201,malignant,malignant
0,8,603,0.085141,0.914859,malignant,malignant
0,8,427,0.055271,0.944729,malignant,malignant
0,8,101,0.802235,0.197765,benign,malignant
0,8,230,0.047911,0.952089,malignant,malignant
0,8,425,0.030532,0.969468,malignant,malignant
0,8,39,0.256769,0.743231,malignant,malignant
0,8,691,0.054737,0.945263,malignant,malignant
0,8,316,0.081678,0.918322,malignant,malignant
0,8,330,0.043191,0.956809,malignant,malignant
0,8,360,0.031317,0.968683,malignant,malignant
0,8,107,0.052049,0.947951,malignant,malignant
0,8,412,0.033081,0.966919,malignant,malignant
0,8,65,0.356839,0.643161,malignant,malignant
0,8,214,0.030338,0.969662,malignant,malignant
0,8,146,0.33838,0.66162,malignant,malignant
0,8,320,0.05279,0.94721,malignant,malignant
0,9,37,0.837436,0.162564,benign,benign
0,9,397,0.975771,0.024229,benign,benign
0,9,619,0.963199,0.036801,benign,benign
0,9,408,0.964244,0.035756,benign,benign
0,9,347,0.984428,0.015572,benign,benign
0,9,1,0.07246,0.92754,malignant,benign
0,9,212,0.984978,0.015022,benign,benign
0,9,406,0.963573,0.036427,benign,benign
0,9,3,0.048267,0.951733,malignant,benign
0,9,45,0.986113,0.013887,benign,benign
0,9,460,0.962297,0.037703,benign,benign
0,9,189,0.980281,0.019719,benign,benign
0,9,446,0.986611,0.013389,benign,benign
0,9,692,0.980974,0.019026,benign,benign
0,9,679,0.984349,0.015651,benign,benign
0,9,541,0.980974,0.019026,benign,benign
0,9,597,0.940777,0.059223,benign,benign
0,9,543,0.973142,0.026858,benign,benign
0,9,129,0.987883,0.012117,benign,benign
0,9,297,0.382791,0.617209,malignant,benign
0,9,458,0.962241,0.037759,benign,benign
0,9,28,0.983238,0.016762,benign,benign
0,9,637,0.913739,0.086261,benign,benign
0,9,558,0.983238,0.016762,benign,benign
0,9,617,0.969029,0.030971,benign,benign
0,9,492,0.972231,0.027769,benign,benign
0,9,504,0.986611,0.013389,benign,benign
0,9,309,0.901477,0.098523,benign,benign
0,9,551,0.984978,0.015022,benign,benign
0,9,306,0.984978,0.015022,benign,benign
0,9,280,0.977321,0.022679,benign,benign
0,9,364,0.981947,0.018053,benign,benign
0,9,374,0.976913,0.023087,benign,benign
0,9,630,0.916611,0.083389,benign,benign
0,9,110,0.964242,0.035758,benign,benign
0,9,510,0.986611,0.013389,benign,benign
0,9,509,0.984349,0.015651,benign,benign
0,9,193,0.984978,0.015022,benign,benign
0,9,444,0.947079,0.052921,benign,benign
0,9,134,0.979822,0.020178,benign,benign
0,9,413,0.950433,0.049567,benign,benign
0,9,33,0.981077,0.018923,benign,benign
0,9,294,0.966397,0.033603,benign,benign
0,9,102,0.965447,0.034553,benign,benign
0,9,314,0.98562,0.01438,benign,benign
0,9,200,0.013742,0.986258,malignant,malignant
0,9,570,0.017382,0.982618,malignant,malignant
0,9,514,0.014356,0.985644,malignant,malignant
0,9,142,0.047082,0.952918,malignant,malignant
0,9,586,0.01145,0.98855,malignant,malignant
0,9,588,0.033133,0.966867,malignant,malignant
0,9,515,0.016108,0.983892,malignant,malignant
0,9,592,0.025091,0.974909,malignant,malignant
0,9,226,0.013533,0.986467,malignant,malignant
0,9,604,0.055203,0.944797,malignant,malignant
0,9,105,0.478031,0.521969,malignant,malignant
0,9,264,0.058674,0.941326,malignant,malignant
0,9,231,0.017297,0.982703,malignant,malignant
0,9,43,0.688869,0.311131,benign,malignant
0,9,449,0.014684,0.985316,malignant,malignant
0,9,491,0.022492,0.977508,malignant,malignant
0,9,74,0.065566,0.934434,malignant,malignant
0,9,367,0.013957,0.986043,malignant,malignant
0,9,467,0.019941,0.980059,malignant,malignant
0,9,62,0.018487,0.981513,malignant,malignant
0,9,58,0.146188,0.853812,malignant,malignant
0,9,333,0.039904,0.960096,malignant,malignant
0,9,126,0.021882,0.978118,malignant,malignant
0,9,549,0.026262,0.973738,malignant,malignant