% Python_3.6.0. % Sklearn_0.18.1. % NumPy_1.11.3. % SciPy_0.19.0. % Wed Mar 29 01:22:00 2017 % Created by run_task() @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 0,0,665,0.986,0.014,benign,benign 0,0,447,0.99,0.01,benign,benign 0,0,593,0.986,0.014,benign,benign 0,0,8,0.938,0.062,benign,benign 0,0,148,0.954,0.046,benign,benign 0,0,180,0.99,0.01,benign,benign 0,0,415,0.9,0.1,benign,benign 0,0,500,0.99,0.01,benign,benign 0,0,131,0.992,0.008,benign,benign 0,0,156,0.98,0.02,benign,benign 0,0,545,0.994,0.006,benign,benign 0,0,595,0.994,0.006,benign,benign 0,0,259,0.532,0.468,benign,benign 0,0,433,0.95,0.05,benign,benign 0,0,426,0.928,0.072,benign,benign 0,0,322,0.992,0.008,benign,benign 0,0,616,0.986,0.014,benign,benign 0,0,219,0.978,0.022,benign,benign 0,0,618,0.99,0.01,benign,benign 0,0,287,0.988,0.012,benign,benign 0,0,528,0.974,0.026,benign,benign 0,0,649,0.986,0.014,benign,benign 0,0,538,0.99,0.01,benign,benign 0,0,343,0.986,0.014,benign,benign 0,0,48,0.986,0.014,benign,benign 0,0,695,0.99,0.01,benign,benign 0,0,441,0.894,0.106,benign,benign 0,0,393,0.986,0.014,benign,benign 0,0,275,0.956,0.044,benign,benign 0,0,464,0.992,0.008,benign,benign 0,0,290,0.986,0.014,benign,benign 0,0,687,0.978,0.022,benign,benign 0,0,542,0.92,0.08,benign,benign 0,0,376,0.992,0.008,benign,benign 0,0,462,0.976,0.024,benign,benign 0,0,97,0.996,0.004,benign,benign 0,0,94,0.992,0.008,benign,benign 0,0,77,0.948,0.052,benign,benign 0,0,27,0.994,0.006,benign,benign 0,0,256,0.988,0.012,benign,benign 0,0,277,0.992,0.008,benign,benign 0,0,138,0.988,0.012,benign,benign 0,0,562,0.992,0.008,benign,benign 0,0,242,0.992,0.008,benign,benign 0,0,64,0.992,0.008,benign,benign 0,0,624,0.974,0.026,benign,benign 0,0,334,0.54,0.46,benign,malignant 0,0,414,0.4,0.6,malignant,malignant 0,0,54,0.672,0.328,benign,malignant 0,0,339,0.468,0.532,malignant,malignant 0,0,357,0.948,0.052,benign,malignant 0,0,123,0.506,0.494,benign,malignant 0,0,292,0.528,0.472,benign,malignant 0,0,50,0.94,0.06,benign,malignant 0,0,160,0.47,0.53,malignant,malignant 0,0,215,0.514,0.486,benign,malignant 0,0,213,0.572,0.428,benign,malignant 0,0,293,0.502,0.498,benign,malignant 0,0,41,0.872,0.128,benign,malignant 0,0,488,0.848,0.152,benign,malignant 0,0,668,0.902,0.098,benign,malignant 0,0,530,0.478,0.522,malignant,malignant 0,0,46,0.556,0.444,benign,malignant 0,0,223,0.308,0.692,malignant,malignant 0,0,227,0.534,0.466,benign,malignant 0,0,680,0.544,0.456,benign,malignant 0,0,63,0.796,0.204,benign,malignant 0,0,128,0.626,0.374,benign,malignant 0,0,493,0.432,0.568,malignant,malignant 0,0,285,0.464,0.536,malignant,malignant 0,1,561,0.996,0.004,benign,benign 0,1,521,0.984,0.016,benign,benign 0,1,419,0.884,0.116,benign,benign 0,1,485,0.908,0.092,benign,benign 0,1,647,0.978,0.022,benign,benign 0,1,82,0.984,0.016,benign,benign 0,1,527,0.996,0.004,benign,benign 0,1,324,0.998,0.002,benign,benign 0,1,157,0.998,0.002,benign,benign 0,1,389,0.976,0.024,benign,benign 0,1,176,0.998,0.002,benign,benign 0,1,434,0.628,0.372,benign,benign 0,1,556,0.988,0.012,benign,benign 0,1,495,1.0,0.0,benign,benign 0,1,172,0.998,0.002,benign,benign 0,1,181,0.994,0.006,benign,benign 0,1,313,0.994,0.006,benign,benign 0,1,2,0.992,0.008,benign,benign 0,1,185,0.982,0.018,benign,benign 0,1,198,0.994,0.006,benign,benign 0,1,503,0.996,0.004,benign,benign 0,1,88,0.996,0.004,benign,benign 0,1,61,0.974,0.026,benign,benign 0,1,430,0.97,0.03,benign,benign 0,1,66,0.996,0.004,benign,benign 0,1,651,0.97,0.03,benign,benign 0,1,154,0.994,0.006,benign,benign 0,1,153,0.974,0.026,benign,benign 0,1,532,0.998,0.002,benign,benign 0,1,639,0.996,0.004,benign,benign 0,1,573,0.998,0.002,benign,benign 0,1,420,0.964,0.036,benign,benign 0,1,9,0.992,0.008,benign,benign 0,1,321,1.0,0.0,benign,benign 0,1,258,1.0,0.0,benign,benign 0,1,4,0.996,0.004,benign,benign 0,1,19,0.994,0.006,benign,benign 0,1,217,0.998,0.002,benign,benign 0,1,362,0.96,0.04,benign,benign 0,1,475,0.996,0.004,benign,benign 0,1,476,0.99,0.01,benign,benign 0,1,686,0.994,0.006,benign,benign 0,1,307,0.998,0.002,benign,benign 0,1,659,0.994,0.006,benign,benign 0,1,40,0.692,0.308,benign,benign 0,1,409,0.998,0.002,benign,benign 0,1,305,0.82,0.18,benign,malignant 0,1,267,0.07,0.93,malignant,malignant 0,1,565,0.57,0.43,benign,malignant 0,1,340,0.616,0.384,benign,malignant 0,1,268,0.922,0.078,benign,malignant 0,1,633,0.684,0.316,benign,malignant 0,1,175,0.772,0.228,benign,malignant 0,1,260,0.724,0.276,benign,malignant 0,1,218,0.536,0.464,benign,malignant 0,1,312,0.876,0.124,benign,malignant 0,1,328,0.618,0.382,benign,malignant 0,1,224,0.488,0.512,malignant,malignant 0,1,112,0.466,0.534,malignant,malignant 0,1,302,0.762,0.238,benign,malignant 0,1,55,0.776,0.224,benign,malignant 0,1,151,0.578,0.422,benign,malignant 0,1,166,0.798,0.202,benign,malignant 0,1,20,0.698,0.302,benign,malignant 0,1,205,0.526,0.474,benign,malignant 0,1,103,0.966,0.034,benign,malignant 0,1,289,0.676,0.324,benign,malignant 0,1,582,0.676,0.324,benign,malignant 0,1,457,0.658,0.342,benign,malignant 0,1,594,0.576,0.424,benign,malignant 0,2,269,0.998,0.002,benign,benign 0,2,168,0.998,0.002,benign,benign 0,2,559,1.0,0.0,benign,benign 0,2,195,0.998,0.002,benign,benign 0,2,79,0.998,0.002,benign,benign 0,2,517,0.998,0.002,benign,benign 0,2,615,0.994,0.006,benign,benign 0,2,338,0.998,0.002,benign,benign 0,2,511,1.0,0.0,benign,benign 0,2,404,0.978,0.022,benign,benign 0,2,403,0.992,0.008,benign,benign 0,2,547,0.99,0.01,benign,benign 0,2,540,0.998,0.002,benign,benign 0,2,516,0.998,0.002,benign,benign 0,2,623,1.0,0.0,benign,benign 0,2,451,1.0,0.0,benign,benign 0,2,606,0.99,0.01,benign,benign 0,2,439,1.0,0.0,benign,benign 0,2,350,0.998,0.002,benign,benign 0,2,257,0.996,0.004,benign,benign 0,2,578,0.998,0.002,benign,benign 0,2,614,0.992,0.008,benign,benign 0,2,642,0.996,0.004,benign,benign 0,2,567,0.968,0.032,benign,benign 0,2,468,1.0,0.0,benign,benign 0,2,178,0.998,0.002,benign,benign 0,2,394,0.99,0.01,benign,benign 0,2,92,0.998,0.002,benign,benign 0,2,137,0.996,0.004,benign,benign 0,2,240,0.968,0.032,benign,benign 0,2,424,0.996,0.004,benign,benign 0,2,526,1.0,0.0,benign,benign 0,2,463,0.988,0.012,benign,benign 0,2,688,1.0,0.0,benign,benign 0,2,461,0.93,0.07,benign,benign 0,2,139,0.998,0.002,benign,benign 0,2,678,1.0,0.0,benign,benign 0,2,622,0.962,0.038,benign,benign 0,2,171,0.998,0.002,benign,benign 0,2,629,1.0,0.0,benign,benign 0,2,93,0.998,0.002,benign,benign 0,2,380,1.0,0.0,benign,benign 0,2,208,1.0,0.0,benign,benign 0,2,564,0.988,0.012,benign,benign 0,2,281,0.99,0.01,benign,benign 0,2,525,0.996,0.004,benign,benign 0,2,100,0.948,0.052,benign,malignant 0,2,344,0.89,0.11,benign,malignant 0,2,608,0.954,0.046,benign,malignant 0,2,288,0.87,0.13,benign,malignant 0,2,42,0.07,0.93,malignant,malignant 0,2,658,0.696,0.304,benign,malignant 0,2,111,0.634,0.366,benign,malignant 0,2,348,0.812,0.188,benign,malignant 0,2,237,0.716,0.284,benign,malignant 0,2,358,0.652,0.348,benign,malignant 0,2,391,0.598,0.402,benign,malignant 0,2,435,0.924,0.076,benign,malignant 0,2,191,0.916,0.084,benign,malignant 0,2,336,0.498,0.502,malignant,malignant 0,2,51,0.694,0.306,benign,malignant 0,2,14,0.862,0.138,benign,malignant 0,2,174,0.222,0.778,malignant,malignant 0,2,421,0.832,0.168,benign,malignant 0,2,262,0.54,0.46,benign,malignant 0,2,99,0.55,0.45,benign,malignant 0,2,270,0.762,0.238,benign,malignant 0,2,132,0.776,0.224,benign,malignant 0,2,251,0.522,0.478,benign,malignant 0,2,233,0.442,0.558,malignant,malignant 0,3,654,0.996,0.004,benign,benign 0,3,657,0.688,0.312,benign,benign 0,3,645,0.996,0.004,benign,benign 0,3,248,0.93,0.07,benign,benign 0,3,296,0.564,0.436,benign,benign 0,3,494,0.97,0.03,benign,benign 0,3,164,0.996,0.004,benign,benign 0,3,638,0.996,0.004,benign,benign 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0,5,232,0.738,0.262,benign,benign 0,5,418,0.988,0.012,benign,benign 0,5,411,1.0,0.0,benign,benign 0,5,250,0.992,0.008,benign,benign 0,5,140,1.0,0.0,benign,benign 0,5,632,0.998,0.002,benign,benign 0,5,359,0.676,0.324,benign,malignant 0,5,106,0.878,0.122,benign,malignant 0,5,456,0.648,0.352,benign,malignant 0,5,44,0.796,0.204,benign,malignant 0,5,329,0.544,0.456,benign,malignant 0,5,53,0.95,0.05,benign,malignant 0,5,86,0.608,0.392,benign,malignant 0,5,73,0.604,0.396,benign,malignant 0,5,400,0.96,0.04,benign,malignant 0,5,681,0.486,0.514,malignant,malignant 0,5,697,0.642,0.358,benign,malignant 0,5,453,0.702,0.298,benign,malignant 0,5,440,0.766,0.234,benign,malignant 0,5,229,0.932,0.068,benign,malignant 0,5,487,0.952,0.048,benign,malignant 0,5,85,0.958,0.042,benign,malignant 0,5,222,0.892,0.108,benign,malignant 0,5,519,0.554,0.446,benign,malignant 0,5,304,0.524,0.476,benign,malignant 0,5,253,0.074,0.926,malignant,malignant 0,5,84,0.892,0.108,benign,malignant 0,5,255,0.478,0.522,malignant,malignant 0,5,184,0.408,0.592,malignant,malignant 0,5,326,0.69,0.31,benign,malignant 0,6,552,0.958,0.042,benign,benign 0,6,141,0.998,0.002,benign,benign 0,6,143,0.942,0.058,benign,benign 0,6,429,0.998,0.002,benign,benign 0,6,587,0.996,0.004,benign,benign 0,6,621,0.89,0.11,benign,benign 0,6,529,0.988,0.012,benign,benign 0,6,209,0.988,0.012,benign,benign 0,6,345,0.998,0.002,benign,benign 0,6,136,0.998,0.002,benign,benign 0,6,599,0.936,0.064,benign,benign 0,6,368,0.984,0.016,benign,benign 0,6,202,0.996,0.004,benign,benign 0,6,693,0.942,0.058,benign,benign 0,6,373,0.996,0.004,benign,benign 0,6,29,0.984,0.016,benign,benign 0,6,388,0.956,0.044,benign,benign 0,6,35,0.998,0.002,benign,benign 0,6,13,0.936,0.064,benign,benign 0,6,560,1.0,0.0,benign,benign 0,6,120,0.99,0.01,benign,benign 0,6,194,1.0,0.0,benign,benign 0,6,613,0.976,0.024,benign,benign 0,6,554,0.994,0.006,benign,benign 0,6,378,0.988,0.012,benign,benign 0,6,566,0.984,0.016,benign,benign 0,6,130,0.998,0.002,benign,benign 0,6,355,0.966,0.034,benign,benign 0,6,244,0.996,0.004,benign,benign 0,6,507,0.95,0.05,benign,benign 0,6,422,0.942,0.058,benign,benign 0,6,572,0.998,0.002,benign,benign 0,6,125,0.996,0.004,benign,benign 0,6,199,0.998,0.002,benign,benign 0,6,265,0.962,0.038,benign,benign 0,6,11,0.998,0.002,benign,benign 0,6,576,0.996,0.004,benign,benign 0,6,243,0.84,0.16,benign,benign 0,6,474,0.996,0.004,benign,benign 0,6,663,0.994,0.006,benign,benign 0,6,108,0.876,0.124,benign,benign 0,6,192,0.996,0.004,benign,benign 0,6,548,0.976,0.024,benign,benign 0,6,553,0.942,0.058,benign,benign 0,6,445,0.998,0.002,benign,benign 0,6,310,0.988,0.012,benign,benign 0,6,87,0.544,0.456,benign,malignant 0,6,25,0.646,0.354,benign,malignant 0,6,299,0.834,0.166,benign,malignant 0,6,574,0.726,0.274,benign,malignant 0,6,56,0.722,0.278,benign,malignant 0,6,272,0.114,0.886,malignant,malignant 0,6,59,0.786,0.214,benign,malignant 0,6,186,0.768,0.232,benign,malignant 0,6,190,0.66,0.34,benign,malignant 0,6,122,0.82,0.18,benign,malignant 0,6,353,0.756,0.244,benign,malignant 0,6,670,0.664,0.336,benign,malignant 0,6,5,0.484,0.516,malignant,malignant 0,6,60,0.884,0.116,benign,malignant 0,6,12,0.834,0.166,benign,malignant 0,6,356,0.928,0.072,benign,malignant 0,6,109,0.558,0.442,benign,malignant 0,6,124,0.836,0.164,benign,malignant 0,6,696,0.702,0.298,benign,malignant 0,6,152,0.65,0.35,benign,malignant 0,6,173,0.58,0.42,benign,malignant 0,6,211,0.558,0.442,benign,malignant 0,6,590,0.936,0.064,benign,malignant 0,6,636,0.75,0.25,benign,malignant 0,7,577,0.998,0.002,benign,benign 0,7,203,0.996,0.004,benign,benign 0,7,407,0.998,0.002,benign,benign 0,7,365,1.0,0.0,benign,benign 0,7,470,1.0,0.0,benign,benign 0,7,352,0.764,0.236,benign,benign 0,7,620,1.0,0.0,benign,benign 0,7,496,1.0,0.0,benign,benign 0,7,332,0.964,0.036,benign,benign 0,7,508,0.996,0.004,benign,benign 0,7,163,0.966,0.034,benign,benign 0,7,197,0.966,0.034,benign,benign 0,7,69,0.976,0.024,benign,benign 0,7,666,0.98,0.02,benign,benign 0,7,392,1.0,0.0,benign,benign 0,7,383,1.0,0.0,benign,benign 0,7,563,1.0,0.0,benign,benign 0,7,377,1.0,0.0,benign,benign 0,7,95,1.0,0.0,benign,benign 0,7,655,1.0,0.0,benign,benign 0,7,674,0.998,0.002,benign,benign 0,7,625,0.954,0.046,benign,benign 0,7,80,0.904,0.096,benign,benign 0,7,315,0.904,0.096,benign,benign 0,7,220,0.992,0.008,benign,benign 0,7,22,1.0,0.0,benign,benign 0,7,196,0.588,0.412,benign,benign 0,7,7,0.99,0.01,benign,benign 0,7,410,0.998,0.002,benign,benign 0,7,0,0.996,0.004,benign,benign 0,7,486,1.0,0.0,benign,benign 0,7,170,1.0,0.0,benign,benign 0,7,401,1.0,0.0,benign,benign 0,7,375,1.0,0.0,benign,benign 0,7,47,0.998,0.002,benign,benign 0,7,505,0.978,0.022,benign,benign 0,7,652,0.99,0.01,benign,benign 0,7,417,0.998,0.002,benign,benign 0,7,650,0.958,0.042,benign,benign 0,7,480,0.964,0.036,benign,benign 0,7,70,0.996,0.004,benign,benign 0,7,477,0.996,0.004,benign,benign 0,7,675,0.914,0.086,benign,benign 0,7,646,0.998,0.002,benign,benign 0,7,689,0.962,0.038,benign,benign 0,7,555,0.886,0.114,benign,benign 0,7,238,0.898,0.102,benign,malignant 0,7,167,0.94,0.06,benign,malignant 0,7,239,0.502,0.498,benign,malignant 0,7,210,0.41,0.59,malignant,malignant 0,7,568,0.546,0.454,benign,malignant 0,7,581,0.61,0.39,benign,malignant 0,7,571,0.76,0.24,benign,malignant 0,7,284,0.704,0.296,benign,malignant 0,7,266,0.744,0.256,benign,malignant 0,7,479,0.576,0.424,benign,malignant 0,7,361,0.94,0.06,benign,malignant 0,7,489,0.912,0.088,benign,malignant 0,7,236,0.9,0.1,benign,malignant 0,7,455,0.948,0.052,benign,malignant 0,7,523,0.474,0.526,malignant,malignant 0,7,149,0.882,0.118,benign,malignant 0,7,546,0.618,0.382,benign,malignant 0,7,15,0.83,0.17,benign,malignant 0,7,21,0.764,0.236,benign,malignant 0,7,71,0.94,0.06,benign,malignant 0,7,221,0.938,0.062,benign,malignant 0,7,349,0.792,0.208,benign,malignant 0,7,483,0.574,0.426,benign,malignant 0,7,466,0.61,0.39,benign,malignant 0,8,81,0.99,0.01,benign,benign 0,8,518,0.98,0.02,benign,benign 0,8,685,1.0,0.0,benign,benign 0,8,30,1.0,0.0,benign,benign 0,8,662,0.996,0.004,benign,benign 0,8,452,0.962,0.038,benign,benign 0,8,276,1.0,0.0,benign,benign 0,8,502,0.99,0.01,benign,benign 0,8,600,1.0,0.0,benign,benign 0,8,531,0.992,0.008,benign,benign 0,8,580,0.998,0.002,benign,benign 0,8,127,1.0,0.0,benign,benign 0,8,395,1.0,0.0,benign,benign 0,8,34,0.998,0.002,benign,benign 0,8,448,1.0,0.0,benign,benign 0,8,596,1.0,0.0,benign,benign 0,8,472,0.976,0.024,benign,benign 0,8,135,0.954,0.046,benign,benign 0,8,631,1.0,0.0,benign,benign 0,8,252,0.608,0.392,benign,benign 0,8,78,0.97,0.03,benign,benign 0,8,682,0.986,0.014,benign,benign 0,8,342,1.0,0.0,benign,benign 0,8,640,0.962,0.038,benign,benign 0,8,162,1.0,0.0,benign,benign 0,8,644,1.0,0.0,benign,benign 0,8,319,0.808,0.192,benign,benign 0,8,673,0.982,0.018,benign,benign 0,8,83,0.902,0.098,benign,benign 0,8,609,1.0,0.0,benign,benign 0,8,24,1.0,0.0,benign,benign 0,8,653,1.0,0.0,benign,benign 0,8,497,0.99,0.01,benign,benign 0,8,607,1.0,0.0,benign,benign 0,8,114,0.948,0.052,benign,benign 0,8,369,0.984,0.016,benign,benign 0,8,661,1.0,0.0,benign,benign 0,8,216,1.0,0.0,benign,benign 0,8,683,1.0,0.0,benign,benign 0,8,490,1.0,0.0,benign,benign 0,8,145,0.996,0.004,benign,benign 0,8,133,0.978,0.022,benign,benign 0,8,584,0.884,0.116,benign,benign 0,8,602,1.0,0.0,benign,benign 0,8,677,1.0,0.0,benign,benign 0,8,506,0.878,0.122,benign,malignant 0,8,179,0.48,0.52,malignant,malignant 0,8,117,0.852,0.148,benign,malignant 0,8,283,0.492,0.508,malignant,malignant 0,8,104,0.888,0.112,benign,malignant 0,8,263,0.512,0.488,benign,malignant 0,8,482,0.848,0.152,benign,malignant 0,8,416,0.62,0.38,benign,malignant 0,8,522,0.684,0.316,benign,malignant 0,8,603,0.724,0.276,benign,malignant 0,8,427,0.452,0.548,malignant,malignant 0,8,101,0.862,0.138,benign,malignant 0,8,230,0.492,0.508,malignant,malignant 0,8,425,0.672,0.328,benign,malignant 0,8,39,0.796,0.204,benign,malignant 0,8,691,0.746,0.254,benign,malignant 0,8,316,0.328,0.672,malignant,malignant 0,8,330,0.596,0.404,benign,malignant 0,8,360,0.584,0.416,benign,malignant 0,8,107,0.712,0.288,benign,malignant 0,8,412,0.808,0.192,benign,malignant 0,8,65,0.914,0.086,benign,malignant 0,8,214,0.762,0.238,benign,malignant 0,8,146,0.55,0.45,benign,malignant 0,8,320,0.804,0.196,benign,malignant 0,9,37,0.948,0.052,benign,benign 0,9,397,1.0,0.0,benign,benign 0,9,619,1.0,0.0,benign,benign 0,9,408,0.888,0.112,benign,benign 0,9,347,0.846,0.154,benign,benign 0,9,1,0.564,0.436,benign,benign 0,9,212,1.0,0.0,benign,benign 0,9,406,0.998,0.002,benign,benign 0,9,3,0.73,0.27,benign,benign 0,9,45,0.984,0.016,benign,benign 0,9,460,0.994,0.006,benign,benign 0,9,189,0.984,0.016,benign,benign 0,9,446,1.0,0.0,benign,benign 0,9,692,1.0,0.0,benign,benign 0,9,679,1.0,0.0,benign,benign 0,9,541,1.0,0.0,benign,benign 0,9,597,0.98,0.02,benign,benign 0,9,543,1.0,0.0,benign,benign 0,9,129,0.958,0.042,benign,benign 0,9,297,0.95,0.05,benign,benign 0,9,458,0.998,0.002,benign,benign 0,9,28,1.0,0.0,benign,benign 0,9,637,0.91,0.09,benign,benign 0,9,558,1.0,0.0,benign,benign 0,9,617,0.998,0.002,benign,benign 0,9,492,0.994,0.006,benign,benign 0,9,504,1.0,0.0,benign,benign 0,9,309,0.796,0.204,benign,benign 0,9,551,1.0,0.0,benign,benign 0,9,306,1.0,0.0,benign,benign 0,9,280,0.998,0.002,benign,benign 0,9,364,1.0,0.0,benign,benign 0,9,374,1.0,0.0,benign,benign 0,9,630,0.986,0.014,benign,benign 0,9,110,0.964,0.036,benign,benign 0,9,510,1.0,0.0,benign,benign 0,9,509,1.0,0.0,benign,benign 0,9,193,1.0,0.0,benign,benign 0,9,444,0.792,0.208,benign,benign 0,9,134,1.0,0.0,benign,benign 0,9,413,0.998,0.002,benign,benign 0,9,33,0.994,0.006,benign,benign 0,9,294,1.0,0.0,benign,benign 0,9,102,0.978,0.022,benign,benign 0,9,314,0.998,0.002,benign,benign 0,9,200,0.342,0.658,malignant,malignant 0,9,570,0.896,0.104,benign,malignant 0,9,514,0.57,0.43,benign,malignant 0,9,142,0.616,0.384,benign,malignant 0,9,586,0.512,0.488,benign,malignant 0,9,588,0.954,0.046,benign,malignant 0,9,515,0.682,0.318,benign,malignant 0,9,592,0.458,0.542,malignant,malignant 0,9,226,0.278,0.722,malignant,malignant 0,9,604,0.83,0.17,benign,malignant 0,9,105,0.94,0.06,benign,malignant 0,9,264,0.886,0.114,benign,malignant 0,9,231,0.462,0.538,malignant,malignant 0,9,43,0.922,0.078,benign,malignant 0,9,449,0.442,0.558,malignant,malignant 0,9,491,0.56,0.44,benign,malignant 0,9,74,0.908,0.092,benign,malignant 0,9,367,0.46,0.54,malignant,malignant 0,9,467,0.322,0.678,malignant,malignant 0,9,62,0.082,0.918,malignant,malignant 0,9,58,0.524,0.476,benign,malignant 0,9,333,0.318,0.682,malignant,malignant 0,9,126,0.636,0.364,benign,malignant 0,9,549,0.73,0.27,benign,malignant % % %