@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
0,0,665,0.973093,0.026907,benign,benign
0,0,447,0.956665,0.043335,benign,benign
0,0,593,0.952395,0.047605,benign,benign
0,0,8,0.972115,0.027885,benign,benign
0,0,148,0.901256,0.098744,benign,benign
0,0,180,0.971891,0.028109,benign,benign
0,0,415,0.801017,0.198983,benign,benign
0,0,500,0.928997,0.071003,benign,benign
0,0,131,0.969011,0.030989,benign,benign
0,0,156,0.970614,0.029386,benign,benign
0,0,545,0.952548,0.047452,benign,benign
0,0,595,0.952548,0.047452,benign,benign
0,0,259,0.094548,0.905452,malignant,benign
0,0,433,0.96086,0.03914,benign,benign
0,0,426,0.890582,0.109418,benign,benign
0,0,322,0.964904,0.035096,benign,benign
0,0,616,0.966799,0.033201,benign,benign
0,0,219,0.903425,0.096575,benign,benign
0,0,618,0.961381,0.038619,benign,benign
0,0,287,0.966271,0.033729,benign,benign
0,0,528,0.919887,0.080113,benign,benign
0,0,649,0.966799,0.033201,benign,benign
0,0,538,0.961381,0.038619,benign,benign
0,0,343,0.973093,0.026907,benign,benign
0,0,48,0.952142,0.047858,benign,benign
0,0,695,0.971232,0.028768,benign,benign
0,0,441,0.819756,0.180244,benign,benign
0,0,393,0.973272,0.026728,benign,benign
0,0,275,0.902094,0.097906,benign,benign
0,0,464,0.963889,0.036111,benign,benign
0,0,290,0.973093,0.026907,benign,benign
0,0,687,0.964436,0.035564,benign,benign
0,0,542,0.946723,0.053277,benign,benign
0,0,376,0.972428,0.027572,benign,benign
0,0,462,0.933028,0.066972,benign,benign
0,0,97,0.947472,0.052528,benign,benign
0,0,94,0.969011,0.030989,benign,benign
0,0,77,0.934114,0.065886,benign,benign
0,0,27,0.952548,0.047452,benign,benign
0,0,256,0.968374,0.031626,benign,benign
0,0,277,0.972428,0.027572,benign,benign
0,0,138,0.958219,0.041781,benign,benign
0,0,562,0.971641,0.028359,benign,benign
0,0,242,0.969011,0.030989,benign,benign
0,0,64,0.972428,0.027572,benign,benign
0,0,624,0.950223,0.049777,benign,benign
0,0,334,0.064451,0.935549,malignant,malignant
0,0,414,0.062996,0.937004,malignant,malignant
0,0,54,0.061277,0.938723,malignant,malignant
0,0,339,0.065824,0.934176,malignant,malignant
0,0,357,0.058621,0.941379,malignant,malignant
0,0,123,0.095865,0.904135,malignant,malignant
0,0,292,0.064805,0.935195,malignant,malignant
0,0,50,0.155193,0.844807,malignant,malignant
0,0,160,0.059104,0.940896,malignant,malignant
0,0,215,0.062824,0.937176,malignant,malignant
0,0,213,0.058017,0.941983,malignant,malignant
0,0,293,0.064153,0.935847,malignant,malignant
0,0,41,0.10734,0.89266,malignant,malignant
0,0,488,0.383561,0.616439,malignant,malignant
0,0,668,0.240698,0.759302,malignant,malignant
0,0,530,0.065601,0.934399,malignant,malignant
0,0,46,0.082416,0.917584,malignant,malignant
0,0,223,0.070174,0.929826,malignant,malignant
0,0,227,0.061822,0.938178,malignant,malignant
0,0,680,0.057987,0.942013,malignant,malignant
0,0,63,0.440755,0.559245,malignant,malignant
0,0,128,0.071484,0.928516,malignant,malignant
0,0,493,0.059359,0.940641,malignant,malignant
0,0,285,0.058095,0.941905,malignant,malignant
0,1,561,0.951405,0.048595,benign,benign
0,1,521,0.964666,0.035334,benign,benign
0,1,419,0.968482,0.031518,benign,benign
0,1,485,0.968668,0.031332,benign,benign
0,1,647,0.972502,0.027498,benign,benign
0,1,82,0.943978,0.056022,benign,benign
0,1,527,0.960789,0.039211,benign,benign
0,1,324,0.972569,0.027431,benign,benign
0,1,157,0.970205,0.029795,benign,benign
0,1,389,0.939279,0.060721,benign,benign
0,1,176,0.970205,0.029795,benign,benign
0,1,434,0.064224,0.935776,malignant,benign
0,1,556,0.935398,0.064602,benign,benign
0,1,495,0.968065,0.031935,benign,benign
0,1,172,0.973153,0.026847,benign,benign
0,1,181,0.973664,0.026336,benign,benign
0,1,313,0.973664,0.026336,benign,benign
0,1,2,0.962583,0.037417,benign,benign
0,1,185,0.970306,0.029694,benign,benign
0,1,198,0.973664,0.026336,benign,benign
0,1,503,0.960789,0.039211,benign,benign
0,1,88,0.960789,0.039211,benign,benign
0,1,61,0.971719,0.028281,benign,benign
0,1,430,0.969854,0.030146,benign,benign
0,1,66,0.960789,0.039211,benign,benign
0,1,651,0.970484,0.029516,benign,benign
0,1,154,0.973664,0.026336,benign,benign
0,1,153,0.953457,0.046543,benign,benign
0,1,532,0.972637,0.027363,benign,benign
0,1,639,0.950912,0.049088,benign,benign
0,1,573,0.973153,0.026847,benign,benign
0,1,420,0.931662,0.068338,benign,benign
0,1,9,0.959168,0.040832,benign,benign
0,1,321,0.928818,0.071182,benign,benign
0,1,258,0.966556,0.033444,benign,benign
0,1,4,0.954821,0.045179,benign,benign
0,1,19,0.935659,0.064341,benign,benign
0,1,217,0.972569,0.027431,benign,benign
0,1,362,0.948374,0.051626,benign,benign
0,1,475,0.96912,0.03088,benign,benign
0,1,476,0.961938,0.038062,benign,benign
0,1,686,0.973664,0.026336,benign,benign
0,1,307,0.972569,0.027431,benign,benign
0,1,659,0.973664,0.026336,benign,benign
0,1,40,0.062314,0.937686,malignant,benign
0,1,409,0.965803,0.034197,benign,benign
0,1,305,0.05661,0.94339,malignant,malignant
0,1,267,0.169686,0.830314,malignant,malignant
0,1,565,0.055915,0.944085,malignant,malignant
0,1,340,0.060876,0.939124,malignant,malignant
0,1,268,0.059346,0.940654,malignant,malignant
0,1,633,0.070094,0.929906,malignant,malignant
0,1,175,0.058276,0.941724,malignant,malignant
0,1,260,0.056676,0.943324,malignant,malignant
0,1,218,0.058964,0.941036,malignant,malignant
0,1,312,0.091374,0.908626,malignant,malignant
0,1,328,0.067244,0.932756,malignant,malignant
0,1,224,0.056314,0.943686,malignant,malignant
0,1,112,0.058242,0.941758,malignant,malignant
0,1,302,0.055489,0.944511,malignant,malignant
0,1,55,0.06402,0.93598,malignant,malignant
0,1,151,0.087235,0.912765,malignant,malignant
0,1,166,0.05905,0.94095,malignant,malignant
0,1,20,0.067181,0.932819,malignant,malignant
0,1,205,0.055953,0.944047,malignant,malignant
0,1,103,0.326372,0.673628,malignant,malignant
0,1,289,0.059564,0.940436,malignant,malignant
0,1,582,0.056982,0.943018,malignant,malignant
0,1,457,0.057375,0.942625,malignant,malignant
0,1,594,0.071974,0.928026,malignant,malignant
0,2,269,0.972865,0.027135,benign,benign
0,2,168,0.96715,0.03285,benign,benign
0,2,559,0.956361,0.043639,benign,benign
0,2,195,0.961501,0.038499,benign,benign
0,2,79,0.971393,0.028607,benign,benign
0,2,517,0.973655,0.026345,benign,benign
0,2,615,0.957521,0.042479,benign,benign
0,2,338,0.973655,0.026345,benign,benign
0,2,511,0.956361,0.043639,benign,benign
0,2,404,0.972091,0.027909,benign,benign
0,2,403,0.958032,0.041968,benign,benign
0,2,547,0.972664,0.027336,benign,benign
0,2,540,0.947435,0.052565,benign,benign
0,2,516,0.974173,0.025827,benign,benign
0,2,623,0.974044,0.025956,benign,benign
0,2,451,0.959842,0.040158,benign,benign
0,2,606,0.965111,0.034889,benign,benign
0,2,439,0.959842,0.040158,benign,benign
0,2,350,0.956222,0.043778,benign,benign
0,2,257,0.968717,0.031283,benign,benign
0,2,578,0.973504,0.026496,benign,benign
0,2,614,0.971869,0.028131,benign,benign
0,2,642,0.968717,0.031283,benign,benign
0,2,567,0.95103,0.04897,benign,benign
0,2,468,0.966147,0.033853,benign,benign
0,2,178,0.961501,0.038499,benign,benign
0,2,394,0.970698,0.029302,benign,benign
0,2,92,0.961501,0.038499,benign,benign
0,2,137,0.970022,0.029978,benign,benign
0,2,240,0.898741,0.101259,benign,benign
0,2,424,0.970022,0.029978,benign,benign
0,2,526,0.966147,0.033853,benign,benign
0,2,463,0.964655,0.035345,benign,benign
0,2,688,0.966147,0.033853,benign,benign
0,2,461,0.949929,0.050071,benign,benign
0,2,139,0.962681,0.037319,benign,benign
0,2,678,0.974044,0.025956,benign,benign
0,2,622,0.887127,0.112873,benign,benign
0,2,171,0.972865,0.027135,benign,benign
0,2,629,0.966147,0.033853,benign,benign
0,2,93,0.973504,0.026496,benign,benign
0,2,380,0.974044,0.025956,benign,benign
0,2,208,0.973043,0.026957,benign,benign
0,2,564,0.959294,0.040706,benign,benign
0,2,281,0.970061,0.029939,benign,benign
0,2,525,0.969377,0.030623,benign,benign
0,2,100,0.070619,0.929381,malignant,malignant
0,2,344,0.060591,0.939409,malignant,malignant
0,2,608,0.05905,0.94095,malignant,malignant
0,2,288,0.206067,0.793933,malignant,malignant
0,2,42,0.059925,0.940075,malignant,malignant
0,2,658,0.060458,0.939542,malignant,malignant
0,2,111,0.073709,0.926291,malignant,malignant
0,2,348,0.817153,0.182847,benign,malignant
0,2,237,0.065956,0.934044,malignant,malignant
0,2,358,0.065743,0.934257,malignant,malignant
0,2,391,0.058582,0.941418,malignant,malignant
0,2,435,0.059306,0.940694,malignant,malignant
0,2,191,0.059277,0.940723,malignant,malignant
0,2,336,0.071109,0.928891,malignant,malignant
0,2,51,0.55382,0.44618,benign,malignant
0,2,14,0.061023,0.938977,malignant,malignant
0,2,174,0.064154,0.935846,malignant,malignant
0,2,421,0.058301,0.941699,malignant,malignant
0,2,262,0.058867,0.941133,malignant,malignant
0,2,99,0.060165,0.939835,malignant,malignant
0,2,270,0.063642,0.936358,malignant,malignant
0,2,132,0.060776,0.939224,malignant,malignant
0,2,251,0.061252,0.938748,malignant,malignant
0,2,233,0.062837,0.937163,malignant,malignant
0,3,654,0.967499,0.032501,benign,benign
0,3,657,0.474494,0.525506,malignant,benign
0,3,645,0.968957,0.031043,benign,benign
0,3,248,0.931249,0.068751,benign,benign
0,3,296,0.162745,0.837255,malignant,benign
0,3,494,0.320948,0.679052,malignant,benign
0,3,164,0.786362,0.213638,benign,benign
0,3,638,0.964761,0.035239,benign,benign
0,3,121,0.945289,0.054711,benign,benign
0,3,432,0.94613,0.05387,benign,benign
0,3,471,0.919425,0.080575,benign,benign
0,3,249,0.918797,0.081203,benign,benign
0,3,387,0.875417,0.124583,benign,benign
0,3,399,0.972942,0.027058,benign,benign
0,3,351,0.971862,0.028138,benign,benign
0,3,469,0.974289,0.025711,benign,benign
0,3,481,0.895535,0.104465,benign,benign
0,3,327,0.975101,0.024899,benign,benign
0,3,235,0.857276,0.142724,benign,benign
0,3,634,0.970222,0.029778,benign,benign
0,3,550,0.968957,0.031043,benign,benign
0,3,601,0.975301,0.024699,benign,benign
0,3,473,0.964761,0.035239,benign,benign
0,3,398,0.964441,0.035559,benign,benign
0,3,89,0.971238,0.028762,benign,benign
0,3,311,0.975593,0.024407,benign,benign
0,3,385,0.959605,0.040395,benign,benign
0,3,536,0.947343,0.052657,benign,benign
0,3,335,0.975593,0.024407,benign,benign
0,3,318,0.973791,0.026209,benign,benign
0,3,144,0.972752,0.027248,benign,benign
0,3,539,0.93207,0.06793,benign,benign
0,3,537,0.939646,0.060354,benign,benign
0,3,628,0.97353,0.02647,benign,benign
0,3,325,0.957767,0.042233,benign,benign
0,3,91,0.968622,0.031378,benign,benign
0,3,161,0.956486,0.043514,benign,benign
0,3,291,0.974543,0.025457,benign,benign
0,3,664,0.964895,0.035105,benign,benign
0,3,150,0.97477,0.02523,benign,benign
0,3,443,0.974241,0.025759,benign,benign
0,3,116,0.406583,0.593417,malignant,benign
0,3,513,0.969471,0.030529,benign,benign
0,3,428,0.975101,0.024899,benign,benign
0,3,115,0.965999,0.034001,benign,benign
0,3,10,0.97477,0.02523,benign,benign
0,3,201,0.057662,0.942338,malignant,malignant
0,3,52,0.0639,0.9361,malignant,malignant
0,3,386,0.063972,0.936028,malignant,malignant
0,3,436,0.06245,0.93755,malignant,malignant
0,3,177,0.075145,0.924855,malignant,malignant
0,3,155,0.079537,0.920463,malignant,malignant
0,3,317,0.058434,0.941566,malignant,malignant
0,3,113,0.057696,0.942304,malignant,malignant
0,3,611,0.063898,0.936102,malignant,malignant
0,3,300,0.060772,0.939228,malignant,malignant
0,3,465,0.057903,0.942097,malignant,malignant
0,3,183,0.058398,0.941602,malignant,malignant
0,3,626,0.080579,0.919421,malignant,malignant
0,3,610,0.058899,0.941101,malignant,malignant
0,3,323,0.068687,0.931313,malignant,malignant
0,3,36,0.057979,0.942021,malignant,malignant
0,3,612,0.057251,0.942749,malignant,malignant
0,3,279,0.06725,0.93275,malignant,malignant
0,3,591,0.073041,0.926959,malignant,malignant
0,3,261,0.058019,0.941981,malignant,malignant
0,3,254,0.05871,0.94129,malignant,malignant
0,3,159,0.057444,0.942556,malignant,malignant
0,3,206,0.059058,0.940942,malignant,malignant
0,3,286,0.057208,0.942792,malignant,malignant
0,4,641,0.96769,0.03231,benign,benign
0,4,585,0.973462,0.026538,benign,benign
0,4,635,0.963384,0.036616,benign,benign
0,4,298,0.863565,0.136435,benign,benign
0,4,341,0.972283,0.027717,benign,benign
0,4,228,0.972386,0.027614,benign,benign
0,4,437,0.964761,0.035239,benign,benign
0,4,17,0.960556,0.039444,benign,benign
0,4,598,0.96769,0.03231,benign,benign
0,4,147,0.971169,0.028831,benign,benign
0,4,423,0.945065,0.054935,benign,benign
0,4,225,0.972913,0.027087,benign,benign
0,4,271,0.951451,0.048549,benign,benign
0,4,583,0.968935,0.031065,benign,benign
0,4,337,0.972283,0.027717,benign,benign
0,4,656,0.955109,0.044891,benign,benign
0,4,119,0.957179,0.042821,benign,benign
0,4,579,0.972283,0.027717,benign,benign
0,4,459,0.949734,0.050266,benign,benign
0,4,363,0.819135,0.180865,benign,benign
0,4,6,0.851012,0.148988,benign,benign
0,4,76,0.970166,0.029834,benign,benign
0,4,26,0.965204,0.034796,benign,benign
0,4,72,0.949752,0.050248,benign,benign
0,4,694,0.965448,0.034552,benign,benign
0,4,544,0.966926,0.033074,benign,benign
0,4,346,0.927476,0.072524,benign,benign
0,4,396,0.966242,0.033758,benign,benign
0,4,690,0.972256,0.027744,benign,benign
0,4,182,0.936455,0.063545,benign,benign
0,4,438,0.953061,0.046939,benign,benign
0,4,278,0.972283,0.027717,benign,benign
0,4,384,0.971655,0.028345,benign,benign
0,4,405,0.972913,0.027087,benign,benign
0,4,301,0.972283,0.027717,benign,benign
0,4,450,0.958159,0.041841,benign,benign
0,4,660,0.972913,0.027087,benign,benign
0,4,667,0.966242,0.033758,benign,benign
0,4,402,0.919422,0.080578,benign,benign
0,4,484,0.9544,0.0456,benign,benign
0,4,204,0.972283,0.027717,benign,benign
0,4,557,0.951213,0.048787,benign,benign
0,4,370,0.946893,0.053107,benign,benign
0,4,234,0.928679,0.071321,benign,benign
0,4,207,0.972386,0.027614,benign,benign
0,4,671,0.960738,0.039262,benign,benign
0,4,295,0.064965,0.935035,malignant,malignant
0,4,57,0.523796,0.476204,benign,malignant
0,4,38,0.070394,0.929606,malignant,malignant
0,4,273,0.414546,0.585454,malignant,malignant
0,4,308,0.069075,0.930925,malignant,malignant
0,4,23,0.099271,0.900729,malignant,malignant
0,4,67,0.087479,0.912521,malignant,malignant
0,4,247,0.08605,0.91395,malignant,malignant
0,4,698,0.076074,0.923926,malignant,malignant
0,4,68,0.064219,0.935781,malignant,malignant
0,4,282,0.110341,0.889659,malignant,malignant
0,4,381,0.060535,0.939465,malignant,malignant
0,4,187,0.060144,0.939856,malignant,malignant
0,4,246,0.059371,0.940629,malignant,malignant
0,4,648,0.064202,0.935798,malignant,malignant
0,4,18,0.060983,0.939017,malignant,malignant
0,4,188,0.061695,0.938305,malignant,malignant
0,4,49,0.065586,0.934414,malignant,malignant
0,4,669,0.061822,0.938178,malignant,malignant
0,4,605,0.060625,0.939375,malignant,malignant
0,4,366,0.059554,0.940446,malignant,malignant
0,4,32,0.064525,0.935475,malignant,malignant
0,4,98,0.068252,0.931748,malignant,malignant
0,4,569,0.059825,0.940175,malignant,malignant
0,5,535,0.971089,0.028911,benign,benign
0,5,575,0.944282,0.055718,benign,benign
0,5,512,0.96005,0.03995,benign,benign
0,5,442,0.971558,0.028442,benign,benign
0,5,165,0.952647,0.047353,benign,benign
0,5,75,0.96913,0.03087,benign,benign
0,5,379,0.872021,0.127979,benign,benign
0,5,534,0.972885,0.027115,benign,benign
0,5,158,0.964778,0.035222,benign,benign
0,5,431,0.934165,0.065835,benign,benign
0,5,118,0.972955,0.027045,benign,benign
0,5,524,0.969817,0.030183,benign,benign
0,5,169,0.974985,0.025015,benign,benign
0,5,501,0.964812,0.035188,benign,benign
0,5,245,0.935155,0.064845,benign,benign
0,5,16,0.964812,0.035188,benign,benign
0,5,478,0.954908,0.045092,benign,benign
0,5,498,0.964812,0.035188,benign,benign
0,5,90,0.974195,0.025805,benign,benign
0,5,390,0.97433,0.02567,benign,benign
0,5,672,0.971907,0.028093,benign,benign
0,5,372,0.961274,0.038726,benign,benign
0,5,520,0.975293,0.024707,benign,benign
0,5,31,0.971907,0.028093,benign,benign
0,5,371,0.973767,0.026233,benign,benign
0,5,454,0.971011,0.028989,benign,benign
0,5,499,0.964812,0.035188,benign,benign
0,5,684,0.975342,0.024658,benign,benign
0,5,676,0.973987,0.026013,benign,benign
0,5,382,0.956784,0.043216,benign,benign
0,5,354,0.974815,0.025185,benign,benign
0,5,627,0.963706,0.036294,benign,benign
0,5,643,0.975342,0.024658,benign,benign
0,5,533,0.969817,0.030183,benign,benign
0,5,589,0.96005,0.03995,benign,benign
0,5,274,0.966707,0.033293,benign,benign
0,5,331,0.954061,0.045939,benign,benign
0,5,96,0.973064,0.026936,benign,benign
0,5,241,0.965247,0.034753,benign,benign
0,5,303,0.974195,0.025805,benign,benign
0,5,232,0.16661,0.83339,malignant,benign
0,5,418,0.897546,0.102454,benign,benign
0,5,411,0.965917,0.034083,benign,benign
0,5,250,0.973738,0.026262,benign,benign
0,5,140,0.971132,0.028868,benign,benign
0,5,632,0.975342,0.024658,benign,benign
0,5,359,0.068646,0.931354,malignant,malignant
0,5,106,0.057641,0.942359,malignant,malignant
0,5,456,0.057891,0.942109,malignant,malignant
0,5,44,0.058271,0.941729,malignant,malignant
0,5,329,0.05989,0.94011,malignant,malignant
0,5,53,0.080637,0.919363,malignant,malignant
0,5,86,0.18931,0.81069,malignant,malignant
0,5,73,0.058829,0.941171,malignant,malignant
0,5,400,0.064688,0.935312,malignant,malignant
0,5,681,0.058419,0.941581,malignant,malignant
0,5,697,0.080232,0.919768,malignant,malignant
0,5,453,0.062729,0.937271,malignant,malignant
0,5,440,0.058755,0.941245,malignant,malignant
0,5,229,0.057347,0.942653,malignant,malignant
0,5,487,0.057456,0.942544,malignant,malignant
0,5,85,0.096029,0.903971,malignant,malignant
0,5,222,0.911334,0.088666,benign,malignant
0,5,519,0.066569,0.933431,malignant,malignant
0,5,304,0.066024,0.933976,malignant,malignant
0,5,253,0.059227,0.940773,malignant,malignant
0,5,84,0.068823,0.931177,malignant,malignant
0,5,255,0.074744,0.925256,malignant,malignant
0,5,184,0.061688,0.938312,malignant,malignant
0,5,326,0.075882,0.924118,malignant,malignant
0,6,552,0.953775,0.046225,benign,benign
0,6,141,0.972335,0.027665,benign,benign
0,6,143,0.966909,0.033091,benign,benign
0,6,429,0.971477,0.028523,benign,benign
0,6,587,0.953284,0.046716,benign,benign
0,6,621,0.56844,0.43156,benign,benign
0,6,529,0.964651,0.035349,benign,benign
0,6,209,0.953292,0.046708,benign,benign
0,6,345,0.97395,0.02605,benign,benign
0,6,136,0.963662,0.036338,benign,benign
0,6,599,0.940698,0.059302,benign,benign
0,6,368,0.972766,0.027234,benign,benign
0,6,202,0.972736,0.027264,benign,benign
0,6,693,0.968879,0.031121,benign,benign
0,6,373,0.952333,0.047667,benign,benign
0,6,29,0.972766,0.027234,benign,benign
0,6,388,0.970919,0.029081,benign,benign
0,6,35,0.971477,0.028523,benign,benign
0,6,13,0.969252,0.030748,benign,benign
0,6,560,0.951257,0.048743,benign,benign
0,6,120,0.971271,0.028729,benign,benign
0,6,194,0.966851,0.033149,benign,benign
0,6,613,0.968636,0.031364,benign,benign
0,6,554,0.969824,0.030176,benign,benign
0,6,378,0.961626,0.038374,benign,benign
0,6,566,0.964928,0.035072,benign,benign
0,6,130,0.945892,0.054108,benign,benign
0,6,355,0.961011,0.038989,benign,benign
0,6,244,0.972736,0.027264,benign,benign
0,6,507,0.969564,0.030436,benign,benign
0,6,422,0.930126,0.069874,benign,benign
0,6,572,0.968474,0.031526,benign,benign
0,6,125,0.973394,0.026606,benign,benign
0,6,199,0.968474,0.031526,benign,benign
0,6,265,0.92475,0.07525,benign,benign
0,6,11,0.971477,0.028523,benign,benign
0,6,576,0.955718,0.044282,benign,benign
0,6,243,0.956196,0.043804,benign,benign
0,6,474,0.959337,0.040663,benign,benign
0,6,663,0.97199,0.02801,benign,benign
0,6,108,0.972639,0.027361,benign,benign
0,6,192,0.955718,0.044282,benign,benign
0,6,548,0.970335,0.029665,benign,benign
0,6,553,0.844442,0.155558,benign,benign
0,6,445,0.972335,0.027665,benign,benign
0,6,310,0.971058,0.028942,benign,benign
0,6,87,0.07532,0.92468,malignant,malignant
0,6,25,0.281098,0.718902,malignant,malignant
0,6,299,0.065334,0.934666,malignant,malignant
0,6,574,0.064439,0.935561,malignant,malignant
0,6,56,0.063381,0.936619,malignant,malignant
0,6,272,0.17492,0.82508,malignant,malignant
0,6,59,0.153093,0.846907,malignant,malignant
0,6,186,0.09895,0.90105,malignant,malignant
0,6,190,0.05852,0.94148,malignant,malignant
0,6,122,0.058859,0.941141,malignant,malignant
0,6,353,0.066257,0.933743,malignant,malignant
0,6,670,0.068649,0.931351,malignant,malignant
0,6,5,0.058547,0.941453,malignant,malignant
0,6,60,0.257688,0.742312,malignant,malignant
0,6,12,0.657414,0.342586,benign,malignant
0,6,356,0.809913,0.190087,benign,malignant
0,6,109,0.072135,0.927865,malignant,malignant
0,6,124,0.06793,0.93207,malignant,malignant
0,6,696,0.068144,0.931856,malignant,malignant
0,6,152,0.059199,0.940801,malignant,malignant
0,6,173,0.058643,0.941357,malignant,malignant
0,6,211,0.059337,0.940663,malignant,malignant
0,6,590,0.115682,0.884318,malignant,malignant
0,6,636,0.059889,0.940111,malignant,malignant
0,7,577,0.972002,0.027998,benign,benign
0,7,203,0.952288,0.047712,benign,benign
0,7,407,0.972002,0.027998,benign,benign
0,7,365,0.970037,0.029963,benign,benign
0,7,470,0.967563,0.032437,benign,benign
0,7,352,0.411591,0.588409,malignant,benign
0,7,620,0.967127,0.032873,benign,benign
0,7,496,0.972773,0.027227,benign,benign
0,7,332,0.929242,0.070758,benign,benign
0,7,508,0.959014,0.040986,benign,benign
0,7,163,0.97145,0.02855,benign,benign
0,7,197,0.938726,0.061274,benign,benign
0,7,69,0.970344,0.029656,benign,benign
0,7,666,0.946616,0.053384,benign,benign
0,7,392,0.967127,0.032873,benign,benign
0,7,383,0.970913,0.029087,benign,benign
0,7,563,0.967127,0.032873,benign,benign
0,7,377,0.972202,0.027798,benign,benign
0,7,95,0.971306,0.028694,benign,benign
0,7,655,0.967127,0.032873,benign,benign
0,7,674,0.972002,0.027998,benign,benign
0,7,625,0.942682,0.057318,benign,benign
0,7,80,0.956136,0.043864,benign,benign
0,7,315,0.082252,0.917748,malignant,benign
0,7,220,0.970614,0.029386,benign,benign
0,7,22,0.967127,0.032873,benign,benign
0,7,196,0.063156,0.936844,malignant,benign
0,7,7,0.967219,0.032781,benign,benign
0,7,410,0.972002,0.027998,benign,benign
0,7,0,0.952288,0.047712,benign,benign
0,7,486,0.967563,0.032437,benign,benign
0,7,170,0.968428,0.031572,benign,benign
0,7,401,0.968428,0.031572,benign,benign
0,7,375,0.9726,0.0274,benign,benign
0,7,47,0.972002,0.027998,benign,benign
0,7,505,0.964324,0.035676,benign,benign
0,7,652,0.951543,0.048457,benign,benign
0,7,417,0.972002,0.027998,benign,benign
0,7,650,0.952534,0.047466,benign,benign
0,7,480,0.959875,0.040125,benign,benign
0,7,70,0.943062,0.056938,benign,benign
0,7,477,0.964706,0.035294,benign,benign
0,7,675,0.95291,0.04709,benign,benign
0,7,646,0.970672,0.029328,benign,benign
0,7,689,0.973946,0.026054,benign,benign
0,7,555,0.84132,0.15868,benign,benign
0,7,238,0.05556,0.94444,malignant,malignant
0,7,167,0.067935,0.932065,malignant,malignant
0,7,239,0.064883,0.935117,malignant,malignant
0,7,210,0.055051,0.944949,malignant,malignant
0,7,568,0.072965,0.927035,malignant,malignant
0,7,581,0.057311,0.942689,malignant,malignant
0,7,571,0.055561,0.944439,malignant,malignant
0,7,284,0.059493,0.940507,malignant,malignant
0,7,266,0.056775,0.943225,malignant,malignant
0,7,479,0.058194,0.941806,malignant,malignant
0,7,361,0.074467,0.925533,malignant,malignant
0,7,489,0.683203,0.316797,benign,malignant
0,7,236,0.056091,0.943909,malignant,malignant
0,7,455,0.25672,0.74328,malignant,malignant
0,7,523,0.059421,0.940579,malignant,malignant
0,7,149,0.056044,0.943956,malignant,malignant
0,7,546,0.055189,0.944811,malignant,malignant
0,7,15,0.226372,0.773628,malignant,malignant
0,7,21,0.057172,0.942828,malignant,malignant
0,7,71,0.081823,0.918177,malignant,malignant
0,7,221,0.055554,0.944446,malignant,malignant
0,7,349,0.125271,0.874729,malignant,malignant
0,7,483,0.055393,0.944607,malignant,malignant
0,7,466,0.055957,0.944043,malignant,malignant
0,8,81,0.96224,0.03776,benign,benign
0,8,518,0.967715,0.032285,benign,benign
0,8,685,0.974286,0.025714,benign,benign
0,8,30,0.969451,0.030549,benign,benign
0,8,662,0.97224,0.02776,benign,benign
0,8,452,0.968103,0.031897,benign,benign
0,8,276,0.969037,0.030963,benign,benign
0,8,502,0.96224,0.03776,benign,benign
0,8,600,0.969037,0.030963,benign,benign
0,8,531,0.957879,0.042121,benign,benign
0,8,580,0.951805,0.048195,benign,benign
0,8,127,0.967356,0.032644,benign,benign
0,8,395,0.969037,0.030963,benign,benign
0,8,34,0.967334,0.032666,benign,benign
0,8,448,0.974426,0.025574,benign,benign
0,8,596,0.961569,0.038431,benign,benign
0,8,472,0.95133,0.04867,benign,benign
0,8,135,0.929156,0.070844,benign,benign
0,8,631,0.956621,0.043379,benign,benign
0,8,252,0.096255,0.903745,malignant,benign
0,8,78,0.95893,0.04107,benign,benign
0,8,682,0.947997,0.052003,benign,benign
0,8,342,0.972778,0.027222,benign,benign
0,8,640,0.962839,0.037161,benign,benign
0,8,162,0.967356,0.032644,benign,benign
0,8,644,0.972778,0.027222,benign,benign
0,8,319,0.212724,0.787276,malignant,benign
0,8,673,0.942979,0.057021,benign,benign
0,8,83,0.947075,0.052925,benign,benign
0,8,609,0.960385,0.039615,benign,benign
0,8,24,0.973061,0.026939,benign,benign
0,8,653,0.964385,0.035615,benign,benign
0,8,497,0.964242,0.035758,benign,benign
0,8,607,0.974286,0.025714,benign,benign
0,8,114,0.942012,0.057988,benign,benign
0,8,369,0.972483,0.027517,benign,benign
0,8,661,0.961613,0.038387,benign,benign
0,8,216,0.97373,0.02627,benign,benign
0,8,683,0.974286,0.025714,benign,benign
0,8,490,0.974286,0.025714,benign,benign
0,8,145,0.958037,0.041963,benign,benign
0,8,133,0.967941,0.032059,benign,benign
0,8,584,0.936049,0.063951,benign,benign
0,8,602,0.964385,0.035615,benign,benign
0,8,677,0.960385,0.039615,benign,benign
0,8,506,0.058924,0.941076,malignant,malignant
0,8,179,0.156929,0.843071,malignant,malignant
0,8,117,0.073153,0.926847,malignant,malignant
0,8,283,0.061598,0.938402,malignant,malignant
0,8,104,0.058193,0.941807,malignant,malignant
0,8,263,0.058225,0.941775,malignant,malignant
0,8,482,0.057343,0.942657,malignant,malignant
0,8,416,0.058296,0.941704,malignant,malignant
0,8,522,0.06683,0.93317,malignant,malignant
0,8,603,0.100372,0.899628,malignant,malignant
0,8,427,0.070983,0.929017,malignant,malignant
0,8,101,0.801018,0.198982,benign,malignant
0,8,230,0.066675,0.933325,malignant,malignant
0,8,425,0.056935,0.943065,malignant,malignant
0,8,39,0.247933,0.752067,malignant,malignant
0,8,691,0.070564,0.929436,malignant,malignant
0,8,316,0.091036,0.908964,malignant,malignant
0,8,330,0.063237,0.936763,malignant,malignant
0,8,360,0.057434,0.942566,malignant,malignant
0,8,107,0.069706,0.930294,malignant,malignant
0,8,412,0.057683,0.942317,malignant,malignant
0,8,65,0.395937,0.604063,malignant,malignant
0,8,214,0.056961,0.943039,malignant,malignant
0,8,146,0.318955,0.681045,malignant,malignant
0,8,320,0.071418,0.928582,malignant,malignant
0,9,37,0.844931,0.155069,benign,benign
0,9,397,0.966125,0.033875,benign,benign
0,9,619,0.955682,0.044318,benign,benign
0,9,408,0.956046,0.043954,benign,benign
0,9,347,0.973236,0.026764,benign,benign
0,9,1,0.09538,0.90462,malignant,benign
0,9,212,0.973706,0.026294,benign,benign
0,9,406,0.955532,0.044468,benign,benign
0,9,3,0.074779,0.925221,malignant,benign
0,9,45,0.974734,0.025266,benign,benign
0,9,460,0.955097,0.044903,benign,benign
0,9,189,0.969738,0.030262,benign,benign
0,9,446,0.974896,0.025104,benign,benign
0,9,692,0.970415,0.029585,benign,benign
0,9,679,0.973134,0.026866,benign,benign
0,9,541,0.970415,0.029585,benign,benign
0,9,597,0.936121,0.063879,benign,benign
0,9,543,0.964011,0.035989,benign,benign
0,9,129,0.975804,0.024196,benign,benign
0,9,297,0.363019,0.636981,malignant,benign
0,9,458,0.954604,0.045396,benign,benign
0,9,28,0.972291,0.027709,benign,benign
0,9,637,0.911141,0.088859,benign,benign
0,9,558,0.972291,0.027709,benign,benign
0,9,617,0.960661,0.039339,benign,benign
0,9,492,0.963398,0.036602,benign,benign
0,9,504,0.974896,0.025104,benign,benign
0,9,309,0.902702,0.097298,benign,benign
0,9,551,0.973706,0.026294,benign,benign
0,9,306,0.973706,0.026294,benign,benign
0,9,280,0.967537,0.032463,benign,benign
0,9,364,0.971303,0.028697,benign,benign
0,9,374,0.967063,0.032937,benign,benign
0,9,630,0.913276,0.086724,benign,benign
0,9,110,0.957335,0.042665,benign,benign
0,9,510,0.974896,0.025104,benign,benign
0,9,509,0.973134,0.026866,benign,benign
0,9,193,0.973706,0.026294,benign,benign
0,9,444,0.942643,0.057357,benign,benign
0,9,134,0.969459,0.030541,benign,benign
0,9,413,0.944753,0.055247,benign,benign
0,9,33,0.970658,0.029342,benign,benign
0,9,294,0.958354,0.041646,benign,benign
0,9,102,0.95753,0.04247,benign,benign
0,9,314,0.974189,0.025811,benign,benign
0,9,200,0.056997,0.943003,malignant,malignant
0,9,570,0.058131,0.941869,malignant,malignant
0,9,514,0.057214,0.942786,malignant,malignant
0,9,142,0.079396,0.920604,malignant,malignant
0,9,586,0.056515,0.943485,malignant,malignant
0,9,588,0.067136,0.932864,malignant,malignant
0,9,515,0.057647,0.942353,malignant,malignant
0,9,592,0.062016,0.937984,malignant,malignant
0,9,226,0.056813,0.943187,malignant,malignant
0,9,604,0.088387,0.911613,malignant,malignant
0,9,105,0.539484,0.460516,benign,malignant
0,9,264,0.089426,0.910574,malignant,malignant
0,9,231,0.058296,0.941704,malignant,malignant
0,9,43,0.647501,0.352499,benign,malignant
0,9,449,0.057206,0.942794,malignant,malignant
0,9,491,0.060302,0.939698,malignant,malignant
0,9,74,0.092343,0.907657,malignant,malignant
0,9,367,0.057175,0.942825,malignant,malignant
0,9,467,0.059589,0.940411,malignant,malignant
0,9,62,0.058187,0.941813,malignant,malignant
0,9,58,0.15377,0.84623,malignant,malignant
0,9,333,0.071887,0.928113,malignant,malignant
0,9,126,0.062522,0.937478,malignant,malignant
0,9,549,0.063687,0.936313,malignant,malignant