@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
0,0,665,0.981507,0.018493,benign,benign
0,0,447,0.960226,0.039774,benign,benign
0,0,593,0.954786,0.045214,benign,benign
0,0,8,0.979921,0.020079,benign,benign
0,0,148,0.892625,0.107375,benign,benign
0,0,180,0.979706,0.020294,benign,benign
0,0,415,0.804055,0.195945,benign,benign
0,0,500,0.926913,0.073087,benign,benign
0,0,131,0.975655,0.024345,benign,benign
0,0,156,0.977925,0.022075,benign,benign
0,0,545,0.954968,0.045032,benign,benign
0,0,595,0.954968,0.045032,benign,benign
0,0,259,0.087995,0.912005,malignant,benign
0,0,433,0.965707,0.034293,benign,benign
0,0,426,0.884033,0.115967,benign,benign
0,0,322,0.970234,0.029766,benign,benign
0,0,616,0.972844,0.027156,benign,benign
0,0,219,0.897125,0.102875,benign,benign
0,0,618,0.965894,0.034106,benign,benign
0,0,287,0.972014,0.027986,benign,benign
0,0,528,0.917142,0.082858,benign,benign
0,0,649,0.972844,0.027156,benign,benign
0,0,538,0.965894,0.034106,benign,benign
0,0,343,0.981507,0.018493,benign,benign
0,0,48,0.954694,0.045306,benign,benign
0,0,695,0.978881,0.021119,benign,benign
0,0,441,0.819061,0.180939,benign,benign
0,0,393,0.981827,0.018173,benign,benign
0,0,275,0.895253,0.104747,benign,benign
0,0,464,0.969236,0.030764,benign,benign
0,0,290,0.981507,0.018493,benign,benign
0,0,687,0.969853,0.030147,benign,benign
0,0,542,0.948884,0.051116,benign,benign
0,0,376,0.980475,0.019525,benign,benign
0,0,462,0.93324,0.06676,benign,benign
0,0,97,0.948557,0.051443,benign,benign
0,0,94,0.975655,0.024345,benign,benign
0,0,77,0.934525,0.065475,benign,benign
0,0,27,0.954968,0.045032,benign,benign
0,0,256,0.975035,0.024965,benign,benign
0,0,277,0.980475,0.019525,benign,benign
0,0,138,0.961739,0.038261,benign,benign
0,0,562,0.979274,0.020726,benign,benign
0,0,242,0.975655,0.024345,benign,benign
0,0,64,0.980475,0.019525,benign,benign
0,0,624,0.952727,0.047273,benign,benign
0,0,334,0.040242,0.959758,malignant,malignant
0,0,414,0.036945,0.963055,malignant,malignant
0,0,54,0.032368,0.967632,malignant,malignant
0,0,339,0.043644,0.956356,malignant,malignant
0,0,357,0.023722,0.976278,malignant,malignant
0,0,123,0.085003,0.914997,malignant,malignant
0,0,292,0.041106,0.958894,malignant,malignant
0,0,50,0.170397,0.829603,malignant,malignant
0,0,160,0.026994,0.973006,malignant,malignant
0,0,215,0.036349,0.963651,malignant,malignant
0,0,213,0.02159,0.97841,malignant,malignant
0,0,293,0.041072,0.958928,malignant,malignant
0,0,41,0.107134,0.892866,malignant,malignant
0,0,488,0.439398,0.560602,malignant,malignant
0,0,668,0.267102,0.732898,malignant,malignant
0,0,530,0.042225,0.957775,malignant,malignant
0,0,46,0.070763,0.929237,malignant,malignant
0,0,223,0.049764,0.950236,malignant,malignant
0,0,227,0.034365,0.965635,malignant,malignant
0,0,680,0.021034,0.978966,malignant,malignant
0,0,63,0.465601,0.534399,malignant,malignant
0,0,128,0.053454,0.946546,malignant,malignant
0,0,493,0.027569,0.972431,malignant,malignant
0,0,285,0.022056,0.977944,malignant,malignant
0,1,561,0.952577,0.047423,benign,benign
0,1,521,0.969537,0.030463,benign,benign
0,1,419,0.97447,0.02553,benign,benign
0,1,485,0.975093,0.024907,benign,benign
0,1,647,0.980126,0.019874,benign,benign
0,1,82,0.943966,0.056034,benign,benign
0,1,527,0.964329,0.035671,benign,benign
0,1,324,0.98,0.02,benign,benign
0,1,157,0.976698,0.023302,benign,benign
0,1,389,0.938046,0.061954,benign,benign
0,1,176,0.976698,0.023302,benign,benign
0,1,434,0.042588,0.957412,malignant,benign
0,1,556,0.935025,0.064975,benign,benign
0,1,495,0.97411,0.02589,benign,benign
0,1,172,0.980939,0.019061,benign,benign
0,1,181,0.981768,0.018232,benign,benign
0,1,313,0.981768,0.018232,benign,benign
0,1,2,0.966611,0.033389,benign,benign
0,1,185,0.976954,0.023046,benign,benign
0,1,198,0.981768,0.018232,benign,benign
0,1,503,0.964329,0.035671,benign,benign
0,1,88,0.964329,0.035671,benign,benign
0,1,61,0.978898,0.021102,benign,benign
0,1,430,0.976581,0.023419,benign,benign
0,1,66,0.964329,0.035671,benign,benign
0,1,651,0.977336,0.022664,benign,benign
0,1,154,0.981768,0.018232,benign,benign
0,1,153,0.955731,0.044269,benign,benign
0,1,532,0.980184,0.019816,benign,benign
0,1,639,0.953086,0.046914,benign,benign
0,1,573,0.980939,0.019061,benign,benign
0,1,420,0.929925,0.070075,benign,benign
0,1,9,0.962762,0.037238,benign,benign
0,1,321,0.925515,0.074485,benign,benign
0,1,258,0.971803,0.028197,benign,benign
0,1,4,0.957123,0.042877,benign,benign
0,1,19,0.933633,0.066367,benign,benign
0,1,217,0.98,0.02,benign,benign
0,1,362,0.94855,0.05145,benign,benign
0,1,475,0.975513,0.024487,benign,benign
0,1,476,0.966141,0.033859,benign,benign
0,1,686,0.981768,0.018232,benign,benign
0,1,307,0.98,0.02,benign,benign
0,1,659,0.981768,0.018232,benign,benign
0,1,40,0.037635,0.962365,malignant,benign
0,1,409,0.970903,0.029097,benign,benign
0,1,305,0.026009,0.973991,malignant,malignant
0,1,267,0.177367,0.822633,malignant,malignant
0,1,565,0.022494,0.977506,malignant,malignant
0,1,340,0.036674,0.963326,malignant,malignant
0,1,268,0.030741,0.969259,malignant,malignant
0,1,633,0.05412,0.94588,malignant,malignant
0,1,175,0.029647,0.970353,malignant,malignant
0,1,260,0.025072,0.974928,malignant,malignant
0,1,218,0.031136,0.968864,malignant,malignant
0,1,312,0.083162,0.916838,malignant,malignant
0,1,328,0.051059,0.948941,malignant,malignant
0,1,224,0.024587,0.975413,malignant,malignant
0,1,112,0.029122,0.970878,malignant,malignant
0,1,302,0.019749,0.980251,malignant,malignant
0,1,55,0.043659,0.956341,malignant,malignant
0,1,151,0.075354,0.924646,malignant,malignant
0,1,166,0.031355,0.968645,malignant,malignant
0,1,20,0.045418,0.954582,malignant,malignant
0,1,205,0.022361,0.977639,malignant,malignant
0,1,103,0.333881,0.666119,malignant,malignant
0,1,289,0.032282,0.967718,malignant,malignant
0,1,582,0.02747,0.97253,malignant,malignant
0,1,457,0.027183,0.972817,malignant,malignant
0,1,594,0.054251,0.945749,malignant,malignant
0,2,269,0.980597,0.019403,benign,benign
0,2,168,0.972609,0.027391,benign,benign
0,2,559,0.95889,0.04111,benign,benign
0,2,195,0.965153,0.034847,benign,benign
0,2,79,0.978521,0.021479,benign,benign
0,2,517,0.981927,0.018073,benign,benign
0,2,615,0.959933,0.040067,benign,benign
0,2,338,0.981927,0.018073,benign,benign
0,2,511,0.95889,0.04111,benign,benign
0,2,404,0.97979,0.02021,benign,benign
0,2,403,0.961307,0.038693,benign,benign
0,2,547,0.980575,0.019425,benign,benign
0,2,540,0.94788,0.05212,benign,benign
0,2,516,0.982795,0.017205,benign,benign
0,2,623,0.982556,0.017444,benign,benign
0,2,451,0.963568,0.036432,benign,benign
0,2,606,0.970344,0.029656,benign,benign
0,2,439,0.963568,0.036432,benign,benign
0,2,350,0.959225,0.040775,benign,benign
0,2,257,0.974901,0.025099,benign,benign
0,2,578,0.98165,0.01835,benign,benign
0,2,614,0.979331,0.020669,benign,benign
0,2,642,0.974901,0.025099,benign,benign
0,2,567,0.952286,0.047714,benign,benign
0,2,468,0.97166,0.02834,benign,benign
0,2,178,0.965153,0.034847,benign,benign
0,2,394,0.977556,0.022444,benign,benign
0,2,92,0.965153,0.034847,benign,benign
0,2,137,0.976827,0.023173,benign,benign
0,2,240,0.892228,0.107772,benign,benign
0,2,424,0.976827,0.023173,benign,benign
0,2,526,0.97166,0.02834,benign,benign
0,2,463,0.969755,0.030245,benign,benign
0,2,688,0.97166,0.02834,benign,benign
0,2,461,0.951358,0.048642,benign,benign
0,2,139,0.967075,0.032925,benign,benign
0,2,678,0.982556,0.017444,benign,benign
0,2,622,0.880166,0.119834,benign,benign
0,2,171,0.980597,0.019403,benign,benign
0,2,629,0.97166,0.02834,benign,benign
0,2,93,0.98165,0.01835,benign,benign
0,2,380,0.982556,0.017444,benign,benign
0,2,208,0.980919,0.019081,benign,benign
0,2,564,0.962357,0.037643,benign,benign
0,2,281,0.976593,0.023407,benign,benign
0,2,525,0.975961,0.024039,benign,benign
0,2,100,0.051899,0.948101,malignant,malignant
0,2,344,0.029706,0.970294,malignant,malignant
0,2,608,0.025649,0.974351,malignant,malignant
0,2,288,0.22638,0.77362,malignant,malignant
0,2,42,0.028938,0.971062,malignant,malignant
0,2,658,0.030238,0.969762,malignant,malignant
0,2,111,0.058927,0.941073,malignant,malignant
0,2,348,0.814452,0.185548,benign,malignant
0,2,237,0.042775,0.957225,malignant,malignant
0,2,358,0.043775,0.956225,malignant,malignant
0,2,391,0.025171,0.974829,malignant,malignant
0,2,435,0.028279,0.971721,malignant,malignant
0,2,191,0.026716,0.973284,malignant,malignant
0,2,336,0.053388,0.946612,malignant,malignant
0,2,51,0.577159,0.422841,benign,malignant
0,2,14,0.031378,0.968622,malignant,malignant
0,2,174,0.039948,0.960052,malignant,malignant
0,2,421,0.02281,0.97719,malignant,malignant
0,2,262,0.026258,0.973742,malignant,malignant
0,2,99,0.028973,0.971027,malignant,malignant
0,2,270,0.039968,0.960032,malignant,malignant
0,2,132,0.031572,0.968428,malignant,malignant
0,2,251,0.032473,0.967527,malignant,malignant
0,2,233,0.037137,0.962863,malignant,malignant
0,3,654,0.971743,0.028257,benign,benign
0,3,657,0.484811,0.515189,malignant,benign
0,3,645,0.973858,0.026142,benign,benign
0,3,248,0.928843,0.071157,benign,benign
0,3,296,0.181441,0.818559,malignant,benign
0,3,494,0.379425,0.620575,malignant,benign
0,3,164,0.7815,0.2185,benign,benign
0,3,638,0.968885,0.031115,benign,benign
0,3,121,0.944815,0.055185,benign,benign
0,3,432,0.946355,0.053645,benign,benign
0,3,471,0.919079,0.080921,benign,benign
0,3,249,0.914147,0.085853,benign,benign
0,3,387,0.868623,0.131377,benign,benign
0,3,399,0.979085,0.020915,benign,benign
0,3,351,0.97743,0.02257,benign,benign
0,3,469,0.980799,0.019201,benign,benign
0,3,481,0.896061,0.103939,benign,benign
0,3,327,0.981997,0.018003,benign,benign
0,3,235,0.846705,0.153295,benign,benign
0,3,634,0.975693,0.024307,benign,benign
0,3,550,0.973858,0.026142,benign,benign
0,3,601,0.982349,0.017651,benign,benign
0,3,473,0.968885,0.031115,benign,benign
0,3,398,0.968289,0.031711,benign,benign
0,3,89,0.976749,0.023251,benign,benign
0,3,311,0.982809,0.017191,benign,benign
0,3,385,0.962727,0.037273,benign,benign
0,3,536,0.94711,0.05289,benign,benign
0,3,335,0.982809,0.017191,benign,benign
0,3,318,0.979758,0.020242,benign,benign
0,3,144,0.978795,0.021205,benign,benign
0,3,539,0.930343,0.069657,benign,benign
0,3,537,0.937756,0.062244,benign,benign
0,3,628,0.979992,0.020008,benign,benign
0,3,325,0.960001,0.039999,benign,benign
0,3,91,0.973771,0.026229,benign,benign
0,3,161,0.95808,0.04192,benign,benign
0,3,291,0.981081,0.018919,benign,benign
0,3,664,0.969045,0.030955,benign,benign
0,3,150,0.981478,0.018522,benign,benign
0,3,443,0.980931,0.019069,benign,benign
0,3,116,0.441644,0.558356,malignant,benign
0,3,513,0.974653,0.025347,benign,benign
0,3,428,0.981997,0.018003,benign,benign
0,3,115,0.970277,0.029723,benign,benign
0,3,10,0.981478,0.018522,benign,benign
0,3,201,0.026224,0.973776,malignant,malignant
0,3,52,0.044119,0.955881,malignant,malignant
0,3,386,0.042878,0.957122,malignant,malignant
0,3,436,0.041606,0.958394,malignant,malignant
0,3,177,0.059503,0.940497,malignant,malignant
0,3,155,0.071301,0.928699,malignant,malignant
0,3,317,0.029507,0.970493,malignant,malignant
0,3,113,0.026339,0.973661,malignant,malignant
0,3,611,0.041003,0.958997,malignant,malignant
0,3,300,0.035776,0.964224,malignant,malignant
0,3,465,0.027223,0.972777,malignant,malignant
0,3,183,0.02958,0.97042,malignant,malignant
0,3,626,0.066581,0.933419,malignant,malignant
0,3,610,0.030822,0.969178,malignant,malignant
0,3,323,0.052384,0.947616,malignant,malignant
0,3,36,0.027685,0.972315,malignant,malignant
0,3,612,0.022323,0.977677,malignant,malignant
0,3,279,0.046841,0.953159,malignant,malignant
0,3,591,0.057125,0.942875,malignant,malignant
0,3,261,0.026148,0.973852,malignant,malignant
0,3,254,0.031141,0.968859,malignant,malignant
0,3,159,0.024573,0.975427,malignant,malignant
0,3,206,0.032589,0.967411,malignant,malignant
0,3,286,0.022288,0.977712,malignant,malignant
0,4,641,0.973432,0.026568,benign,benign
0,4,585,0.981414,0.018586,benign,benign
0,4,635,0.967508,0.032492,benign,benign
0,4,298,0.854546,0.145454,benign,benign
0,4,341,0.979526,0.020474,benign,benign
0,4,228,0.979762,0.020238,benign,benign
0,4,437,0.969822,0.030178,benign,benign
0,4,17,0.963998,0.036002,benign,benign
0,4,598,0.973432,0.026568,benign,benign
0,4,147,0.978013,0.021987,benign,benign
0,4,423,0.944393,0.055607,benign,benign
0,4,225,0.980531,0.019469,benign,benign
0,4,271,0.95259,0.04741,benign,benign
0,4,583,0.975234,0.024766,benign,benign
0,4,337,0.979526,0.020474,benign,benign
0,4,656,0.95745,0.04255,benign,benign
0,4,119,0.960175,0.039825,benign,benign
0,4,579,0.979526,0.020474,benign,benign
0,4,459,0.950532,0.049468,benign,benign
0,4,363,0.815882,0.184118,benign,benign
0,4,6,0.843704,0.156296,benign,benign
0,4,76,0.976406,0.023594,benign,benign
0,4,26,0.970601,0.029399,benign,benign
0,4,72,0.9496,0.0504,benign,benign
0,4,694,0.970561,0.029439,benign,benign
0,4,544,0.972204,0.027796,benign,benign
0,4,346,0.925842,0.074158,benign,benign
0,4,396,0.971348,0.028652,benign,benign
0,4,690,0.97976,0.02024,benign,benign
0,4,182,0.934467,0.065533,benign,benign
0,4,438,0.955051,0.044949,benign,benign
0,4,278,0.979526,0.020474,benign,benign
0,4,384,0.978885,0.021115,benign,benign
0,4,405,0.980531,0.019469,benign,benign
0,4,301,0.979526,0.020474,benign,benign
0,4,450,0.961806,0.038194,benign,benign
0,4,660,0.980531,0.019469,benign,benign
0,4,667,0.971348,0.028652,benign,benign
0,4,402,0.916235,0.083765,benign,benign
0,4,484,0.956602,0.043398,benign,benign
0,4,204,0.979526,0.020474,benign,benign
0,4,557,0.953454,0.046546,benign,benign
0,4,370,0.947803,0.052197,benign,benign
0,4,234,0.927166,0.072834,benign,benign
0,4,207,0.979762,0.020238,benign,benign
0,4,671,0.964674,0.035326,benign,benign
0,4,295,0.040485,0.959515,malignant,malignant
0,4,57,0.530236,0.469764,benign,malignant
0,4,38,0.053535,0.946465,malignant,malignant
0,4,273,0.435807,0.564193,malignant,malignant
0,4,308,0.047457,0.952543,malignant,malignant
0,4,23,0.094758,0.905242,malignant,malignant
0,4,67,0.079114,0.920886,malignant,malignant
0,4,247,0.080963,0.919037,malignant,malignant
0,4,698,0.058424,0.941576,malignant,malignant
0,4,68,0.036514,0.963486,malignant,malignant
0,4,282,0.115214,0.884786,malignant,malignant
0,4,381,0.030381,0.969619,malignant,malignant
0,4,187,0.02696,0.97304,malignant,malignant
0,4,246,0.025824,0.974176,malignant,malignant
0,4,648,0.034644,0.965356,malignant,malignant
0,4,18,0.032251,0.967749,malignant,malignant
0,4,188,0.034205,0.965795,malignant,malignant
0,4,49,0.044958,0.955042,malignant,malignant
0,4,669,0.034516,0.965484,malignant,malignant
0,4,605,0.030224,0.969776,malignant,malignant
0,4,366,0.02546,0.97454,malignant,malignant
0,4,32,0.038681,0.961319,malignant,malignant
0,4,98,0.043871,0.956129,malignant,malignant
0,4,569,0.027208,0.972792,malignant,malignant
0,5,535,0.977079,0.022921,benign,benign
0,5,575,0.943355,0.056645,benign,benign
0,5,512,0.963389,0.036611,benign,benign
0,5,442,0.978116,0.021884,benign,benign
0,5,165,0.95382,0.04618,benign,benign
0,5,75,0.974393,0.025607,benign,benign
0,5,379,0.860842,0.139158,benign,benign
0,5,534,0.979762,0.020238,benign,benign
0,5,158,0.968906,0.031094,benign,benign
0,5,431,0.93115,0.06885,benign,benign
0,5,118,0.979742,0.020258,benign,benign
0,5,524,0.975637,0.024363,benign,benign
0,5,169,0.982888,0.017112,benign,benign
0,5,501,0.969162,0.030838,benign,benign
0,5,245,0.933151,0.066849,benign,benign
0,5,16,0.969162,0.030838,benign,benign
0,5,478,0.957399,0.042601,benign,benign
0,5,498,0.969162,0.030838,benign,benign
0,5,90,0.981502,0.018498,benign,benign
0,5,390,0.981792,0.018208,benign,benign
0,5,672,0.978311,0.021689,benign,benign
0,5,372,0.964553,0.035447,benign,benign
0,5,520,0.983196,0.016804,benign,benign
0,5,31,0.978311,0.021689,benign,benign
0,5,371,0.980977,0.019023,benign,benign
0,5,454,0.977412,0.022588,benign,benign
0,5,499,0.969162,0.030838,benign,benign
0,5,684,0.983336,0.016664,benign,benign
0,5,676,0.981246,0.018754,benign,benign
0,5,382,0.959217,0.040783,benign,benign
0,5,354,0.982486,0.017514,benign,benign
0,5,627,0.967906,0.032094,benign,benign
0,5,643,0.983336,0.016664,benign,benign
0,5,533,0.975637,0.024363,benign,benign
0,5,589,0.963389,0.036611,benign,benign
0,5,274,0.971474,0.028526,benign,benign
0,5,331,0.955649,0.044351,benign,benign
0,5,96,0.980124,0.019876,benign,benign
0,5,241,0.969908,0.030092,benign,benign
0,5,303,0.981502,0.018498,benign,benign
0,5,232,0.183644,0.816356,malignant,benign
0,5,418,0.892826,0.107174,benign,benign
0,5,411,0.970742,0.029258,benign,benign
0,5,250,0.981054,0.018946,benign,benign
0,5,140,0.977506,0.022494,benign,benign
0,5,632,0.983336,0.016664,benign,benign
0,5,359,0.052394,0.947606,malignant,malignant
0,5,106,0.026833,0.973167,malignant,malignant
0,5,456,0.027941,0.972059,malignant,malignant
0,5,44,0.029526,0.970474,malignant,malignant
0,5,329,0.033942,0.966058,malignant,malignant
0,5,53,0.063759,0.936241,malignant,malignant
0,5,86,0.203572,0.796428,malignant,malignant
0,5,73,0.031959,0.968041,malignant,malignant
0,5,400,0.04045,0.95955,malignant,malignant
0,5,681,0.029673,0.970327,malignant,malignant
0,5,697,0.069002,0.930998,malignant,malignant
0,5,453,0.039526,0.960474,malignant,malignant
0,5,440,0.030224,0.969776,malignant,malignant
0,5,229,0.024415,0.975585,malignant,malignant
0,5,487,0.024184,0.975816,malignant,malignant
0,5,85,0.089496,0.910504,malignant,malignant
0,5,222,0.908286,0.091714,benign,malignant
0,5,519,0.046407,0.953593,malignant,malignant
0,5,304,0.048084,0.951916,malignant,malignant
0,5,253,0.031615,0.968385,malignant,malignant
0,5,84,0.047865,0.952135,malignant,malignant
0,5,255,0.063834,0.936166,malignant,malignant
0,5,184,0.039,0.961,malignant,malignant
0,5,326,0.065317,0.934683,malignant,malignant
0,6,552,0.955904,0.044096,benign,benign
0,6,141,0.979751,0.020249,benign,benign
0,6,143,0.972288,0.027712,benign,benign
0,6,429,0.978494,0.021506,benign,benign
0,6,587,0.955485,0.044515,benign,benign
0,6,621,0.585099,0.414901,benign,benign
0,6,529,0.969681,0.030319,benign,benign
0,6,209,0.955614,0.044386,benign,benign
0,6,345,0.982069,0.017931,benign,benign
0,6,136,0.968283,0.031717,benign,benign
0,6,599,0.940058,0.059942,benign,benign
0,6,368,0.980193,0.019807,benign,benign
0,6,202,0.980182,0.019818,benign,benign
0,6,693,0.974953,0.025047,benign,benign
0,6,373,0.954525,0.045475,benign,benign
0,6,29,0.980193,0.019807,benign,benign
0,6,388,0.977742,0.022258,benign,benign
0,6,35,0.978494,0.021506,benign,benign
0,6,13,0.975324,0.024676,benign,benign
0,6,560,0.952905,0.047095,benign,benign
0,6,120,0.978046,0.021954,benign,benign
0,6,194,0.972265,0.027735,benign,benign
0,6,613,0.974859,0.025141,benign,benign
0,6,554,0.976336,0.023664,benign,benign
0,6,378,0.965842,0.034158,benign,benign
0,6,566,0.969603,0.030397,benign,benign
0,6,130,0.945801,0.054199,benign,benign
0,6,355,0.964783,0.035217,benign,benign
0,6,244,0.980182,0.019818,benign,benign
0,6,507,0.975862,0.024138,benign,benign
0,6,422,0.928053,0.071947,benign,benign
0,6,572,0.974472,0.025528,benign,benign
0,6,125,0.981194,0.018806,benign,benign
0,6,199,0.974472,0.025528,benign,benign
0,6,265,0.920091,0.079909,benign,benign
0,6,11,0.978494,0.021506,benign,benign
0,6,576,0.958436,0.041564,benign,benign
0,6,243,0.958142,0.041858,benign,benign
0,6,474,0.96299,0.03701,benign,benign
0,6,663,0.979014,0.020986,benign,benign
0,6,108,0.980133,0.019867,benign,benign
0,6,192,0.958436,0.041564,benign,benign
0,6,548,0.977106,0.022894,benign,benign
0,6,553,0.839729,0.160271,benign,benign
0,6,445,0.979751,0.020249,benign,benign
0,6,310,0.977837,0.022163,benign,benign
0,6,87,0.060158,0.939842,malignant,malignant
0,6,25,0.312492,0.687508,malignant,malignant
0,6,299,0.044929,0.955071,malignant,malignant
0,6,574,0.043746,0.956254,malignant,malignant
0,6,56,0.042671,0.957329,malignant,malignant
0,6,272,0.185906,0.814094,malignant,malignant
0,6,59,0.171876,0.828124,malignant,malignant
0,6,186,0.092374,0.907626,malignant,malignant
0,6,190,0.026426,0.973574,malignant,malignant
0,6,122,0.027931,0.972069,malignant,malignant
0,6,353,0.04385,0.95615,malignant,malignant
0,6,670,0.050072,0.949928,malignant,malignant
0,6,5,0.026266,0.973734,malignant,malignant
0,6,60,0.28639,0.71361,malignant,malignant
0,6,12,0.665926,0.334074,benign,malignant
0,6,356,0.804104,0.195896,benign,malignant
0,6,109,0.056502,0.943498,malignant,malignant
0,6,124,0.047823,0.952177,malignant,malignant
0,6,696,0.048209,0.951791,malignant,malignant
0,6,152,0.030106,0.969894,malignant,malignant
0,6,173,0.025516,0.974484,malignant,malignant
0,6,211,0.030466,0.969534,malignant,malignant
0,6,590,0.1178,0.8822,malignant,malignant
0,6,636,0.031063,0.968937,malignant,malignant
0,7,577,0.978896,0.021104,benign,benign
0,7,203,0.954083,0.045917,benign,benign
0,7,407,0.978896,0.021104,benign,benign
0,7,365,0.976261,0.023739,benign,benign
0,7,470,0.97317,0.02683,benign,benign
0,7,352,0.424989,0.575011,malignant,benign
0,7,620,0.972503,0.027497,benign,benign
0,7,496,0.980113,0.019887,benign,benign
0,7,332,0.928382,0.071618,benign,benign
0,7,508,0.962672,0.037328,benign,benign
0,7,163,0.978133,0.021867,benign,benign
0,7,197,0.938988,0.061012,benign,benign
0,7,69,0.976595,0.023405,benign,benign
0,7,666,0.948759,0.051241,benign,benign
0,7,392,0.972503,0.027497,benign,benign
0,7,383,0.977528,0.022472,benign,benign
0,7,563,0.972503,0.027497,benign,benign
0,7,377,0.979238,0.020762,benign,benign
0,7,95,0.977846,0.022154,benign,benign
0,7,655,0.972503,0.027497,benign,benign
0,7,674,0.978896,0.021104,benign,benign
0,7,625,0.942388,0.057612,benign,benign
0,7,80,0.957872,0.042128,benign,benign
0,7,315,0.075583,0.924417,malignant,benign
0,7,220,0.976916,0.023084,benign,benign
0,7,22,0.972503,0.027497,benign,benign
0,7,196,0.047322,0.952678,malignant,benign
0,7,7,0.972399,0.027601,benign,benign
0,7,410,0.978896,0.021104,benign,benign
0,7,0,0.954083,0.045917,benign,benign
0,7,486,0.97317,0.02683,benign,benign
0,7,170,0.974299,0.025701,benign,benign
0,7,401,0.974299,0.025701,benign,benign
0,7,375,0.979813,0.020187,benign,benign
0,7,47,0.978896,0.021104,benign,benign
0,7,505,0.96929,0.03071,benign,benign
0,7,652,0.95362,0.04638,benign,benign
0,7,417,0.978896,0.021104,benign,benign
0,7,650,0.95465,0.04535,benign,benign
0,7,480,0.96389,0.03611,benign,benign
0,7,70,0.943124,0.056876,benign,benign
0,7,477,0.969622,0.030378,benign,benign
0,7,675,0.954945,0.045055,benign,benign
0,7,646,0.97719,0.02281,benign,benign
0,7,689,0.981285,0.018715,benign,benign
0,7,555,0.83824,0.16176,benign,benign
0,7,238,0.02963,0.97037,malignant,malignant
0,7,167,0.05413,0.94587,malignant,malignant
0,7,239,0.051113,0.948887,malignant,malignant
0,7,210,0.02742,0.97258,malignant,malignant
0,7,568,0.063756,0.936244,malignant,malignant
0,7,581,0.03583,0.96417,malignant,malignant
0,7,571,0.031071,0.968929,malignant,malignant
0,7,284,0.041535,0.958465,malignant,malignant
0,7,266,0.035604,0.964396,malignant,malignant
0,7,479,0.037659,0.962341,malignant,malignant
0,7,361,0.064122,0.935878,malignant,malignant
0,7,489,0.677909,0.322091,benign,malignant
0,7,236,0.031568,0.968432,malignant,malignant
0,7,455,0.288452,0.711548,malignant,malignant
0,7,523,0.040419,0.959581,malignant,malignant
0,7,149,0.03141,0.96859,malignant,malignant
0,7,546,0.029469,0.970531,malignant,malignant
0,7,15,0.243976,0.756024,malignant,malignant
0,7,21,0.036329,0.963671,malignant,malignant
0,7,71,0.07589,0.92411,malignant,malignant
0,7,221,0.031325,0.968675,malignant,malignant
0,7,349,0.129491,0.870509,malignant,malignant
0,7,483,0.03063,0.96937,malignant,malignant
0,7,466,0.032912,0.967088,malignant,malignant
0,8,81,0.965836,0.034164,benign,benign
0,8,518,0.972391,0.027609,benign,benign
0,8,685,0.981007,0.018993,benign,benign
0,8,30,0.974661,0.025339,benign,benign
0,8,662,0.978047,0.021953,benign,benign
0,8,452,0.973034,0.026966,benign,benign
0,8,276,0.974062,0.025938,benign,benign
0,8,502,0.965836,0.034164,benign,benign
0,8,600,0.974062,0.025938,benign,benign
0,8,531,0.960395,0.039605,benign,benign
0,8,580,0.953203,0.046797,benign,benign
0,8,127,0.971913,0.028087,benign,benign
0,8,395,0.974062,0.025938,benign,benign
0,8,34,0.971812,0.028188,benign,benign
0,8,448,0.981233,0.018767,benign,benign
0,8,596,0.964751,0.035249,benign,benign
0,8,472,0.953324,0.046676,benign,benign
0,8,135,0.927426,0.072574,benign,benign
0,8,631,0.959112,0.040888,benign,benign
0,8,252,0.097392,0.902608,malignant,benign
0,8,78,0.961366,0.038634,benign,benign
0,8,682,0.949056,0.050944,benign,benign
0,8,342,0.978934,0.021066,benign,benign
0,8,640,0.966691,0.033309,benign,benign
0,8,162,0.971913,0.028087,benign,benign
0,8,644,0.978934,0.021066,benign,benign
0,8,319,0.22703,0.77297,malignant,benign
0,8,673,0.942998,0.057002,benign,benign
0,8,83,0.947317,0.052683,benign,benign
0,8,609,0.963609,0.036391,benign,benign
0,8,24,0.979238,0.020762,benign,benign
0,8,653,0.968334,0.031666,benign,benign
0,8,497,0.968265,0.031735,benign,benign
0,8,607,0.981007,0.018993,benign,benign
0,8,114,0.941254,0.058746,benign,benign
0,8,369,0.978426,0.021574,benign,benign
0,8,661,0.964938,0.035062,benign,benign
0,8,216,0.980192,0.019808,benign,benign
0,8,683,0.981007,0.018993,benign,benign
0,8,490,0.981007,0.018993,benign,benign
0,8,145,0.959299,0.040701,benign,benign
0,8,133,0.972711,0.027289,benign,benign
0,8,584,0.936818,0.063182,benign,benign
0,8,602,0.968334,0.031666,benign,benign
0,8,677,0.963609,0.036391,benign,benign
0,8,506,0.0415,0.9585,malignant,malignant
0,8,179,0.16378,0.83622,malignant,malignant
0,8,117,0.06552,0.93448,malignant,malignant
0,8,283,0.047103,0.952897,malignant,malignant
0,8,104,0.039311,0.960689,malignant,malignant
0,8,263,0.040141,0.959859,malignant,malignant
0,8,482,0.036755,0.963245,malignant,malignant
0,8,416,0.039886,0.960114,malignant,malignant
0,8,522,0.056275,0.943725,malignant,malignant
0,8,603,0.102817,0.897183,malignant,malignant
0,8,427,0.06257,0.93743,malignant,malignant
0,8,101,0.789525,0.210475,benign,malignant
0,8,230,0.055163,0.944837,malignant,malignant
0,8,425,0.035956,0.964044,malignant,malignant
0,8,39,0.258663,0.741337,malignant,malignant
0,8,691,0.060994,0.939006,malignant,malignant
0,8,316,0.087065,0.912935,malignant,malignant
0,8,330,0.049847,0.950153,malignant,malignant
0,8,360,0.03736,0.96264,malignant,malignant
0,8,107,0.058122,0.941878,malignant,malignant
0,8,412,0.03846,0.96154,malignant,malignant
0,8,65,0.475514,0.524486,malignant,malignant
0,8,214,0.035701,0.964299,malignant,malignant
0,8,146,0.322468,0.677532,malignant,malignant
0,8,320,0.062626,0.937374,malignant,malignant
0,9,37,0.838099,0.161901,benign,benign
0,9,397,0.971131,0.028869,benign,benign
0,9,619,0.957768,0.042232,benign,benign
0,9,408,0.95839,0.04161,benign,benign
0,9,347,0.980923,0.019077,benign,benign
0,9,1,0.07919,0.92081,malignant,benign
0,9,212,0.981231,0.018769,benign,benign
0,9,406,0.95777,0.04223,benign,benign
0,9,3,0.055617,0.944383,malignant,benign
0,9,45,0.982697,0.017303,benign,benign
0,9,460,0.957323,0.042677,benign,benign
0,9,189,0.975644,0.024356,benign,benign
0,9,446,0.983168,0.016832,benign,benign
0,9,692,0.976807,0.023193,benign,benign
0,9,679,0.980583,0.019417,benign,benign
0,9,541,0.976807,0.023193,benign,benign
0,9,597,0.933683,0.066317,benign,benign
0,9,543,0.968219,0.031781,benign,benign
0,9,129,0.983789,0.016211,benign,benign
0,9,297,0.415172,0.584828,malignant,benign
0,9,458,0.956605,0.043395,benign,benign
0,9,28,0.979287,0.020713,benign,benign
0,9,637,0.907009,0.092991,benign,benign
0,9,558,0.979287,0.020713,benign,benign
0,9,617,0.964507,0.035493,benign,benign
0,9,492,0.967768,0.032232,benign,benign
0,9,504,0.983168,0.016832,benign,benign
0,9,309,0.895649,0.104351,benign,benign
0,9,551,0.981231,0.018769,benign,benign
0,9,306,0.981231,0.018769,benign,benign
0,9,280,0.972656,0.027344,benign,benign
0,9,364,0.977788,0.022212,benign,benign
0,9,374,0.972124,0.027876,benign,benign
0,9,630,0.910268,0.089732,benign,benign
0,9,110,0.959365,0.040635,benign,benign
0,9,510,0.983168,0.016832,benign,benign
0,9,509,0.980583,0.019417,benign,benign
0,9,193,0.981231,0.018769,benign,benign
0,9,444,0.941441,0.058559,benign,benign
0,9,134,0.97516,0.02484,benign,benign
0,9,413,0.944059,0.055941,benign,benign
0,9,33,0.976864,0.023136,benign,benign
0,9,294,0.961,0.039,benign,benign
0,9,102,0.959658,0.040342,benign,benign
0,9,314,0.982156,0.017844,benign,benign
0,9,200,0.016122,0.983878,malignant,malignant
0,9,570,0.01989,0.98011,malignant,malignant
0,9,514,0.01693,0.98307,malignant,malignant
0,9,142,0.056596,0.943404,malignant,malignant
0,9,586,0.013257,0.986743,malignant,malignant
0,9,588,0.037487,0.962513,malignant,malignant
0,9,515,0.018953,0.981047,malignant,malignant
0,9,592,0.029907,0.970093,malignant,malignant
0,9,226,0.015823,0.984177,malignant,malignant
0,9,604,0.065043,0.934957,malignant,malignant
0,9,105,0.54521,0.45479,benign,malignant
0,9,264,0.064298,0.935702,malignant,malignant
0,9,231,0.020077,0.979923,malignant,malignant
0,9,43,0.636526,0.363474,benign,malignant
0,9,449,0.016949,0.983051,malignant,malignant
0,9,491,0.02599,0.97401,malignant,malignant
0,9,74,0.079459,0.920541,malignant,malignant
0,9,367,0.016347,0.983653,malignant,malignant
0,9,467,0.023492,0.976508,malignant,malignant
0,9,62,0.020602,0.979398,malignant,malignant
0,9,58,0.153918,0.846082,malignant,malignant
0,9,333,0.046343,0.953657,malignant,malignant
0,9,126,0.026981,0.973019,malignant,malignant
0,9,549,0.03156,0.96844,malignant,malignant