% Python_3.6.0.
% Sklearn_0.18.1.
% NumPy_1.11.3.
% SciPy_0.19.0.
% Mon Mar 27 14:58:01 2017
% Created by run_task()
@RELATION openml_task_10_predictions

@ATTRIBUTE repeat NUMERIC
@ATTRIBUTE fold NUMERIC
@ATTRIBUTE row_id NUMERIC
@ATTRIBUTE confidence.normal NUMERIC
@ATTRIBUTE confidence.metastases NUMERIC
@ATTRIBUTE confidence.malign_lymph NUMERIC
@ATTRIBUTE confidence.fibrosis NUMERIC
@ATTRIBUTE prediction {normal, metastases, malign_lymph, fibrosis}
@ATTRIBUTE correct {normal, metastases, malign_lymph, fibrosis}

@DATA
0,0,71,0.01,0.796,0.192,0.002,metastases,metastases
0,0,138,0.004,0.696,0.29,0.01,metastases,metastases
0,0,110,0.006,0.522,0.408,0.064,metastases,metastases
0,0,63,0.034,0.78,0.174,0.012,metastases,metastases
0,0,132,0.032,0.716,0.24,0.012,metastases,metastases
0,0,123,0.002,0.834,0.154,0.01,metastases,metastases
0,0,147,0.012,0.448,0.51,0.03,malign_lymph,metastases
0,0,70,0.036,0.72,0.222,0.022,metastases,metastases
0,0,80,0.002,0.556,0.41,0.032,metastases,metastases
0,0,18,0.004,0.212,0.782,0.002,malign_lymph,malign_lymph
0,0,92,0.01,0.496,0.49,0.004,metastases,malign_lymph
0,0,51,0.006,0.388,0.418,0.188,malign_lymph,malign_lymph
0,0,30,0.098,0.706,0.192,0.004,metastases,malign_lymph
0,0,7,0.016,0.326,0.638,0.02,malign_lymph,malign_lymph
0,0,109,0.004,0.368,0.622,0.006,malign_lymph,malign_lymph
0,1,136,0.012,0.734,0.248,0.006,metastases,metastases
0,1,34,0.018,0.892,0.086,0.004,metastases,metastases
0,1,10,0.002,0.768,0.226,0.004,metastases,metastases
0,1,40,0.26,0.422,0.308,0.01,metastases,metastases
0,1,99,0.012,0.742,0.236,0.01,metastases,metastases
0,1,119,0.034,0.508,0.35,0.108,metastases,metastases
0,1,47,0.004,0.344,0.61,0.042,malign_lymph,metastases
0,1,14,0.01,0.274,0.632,0.084,malign_lymph,metastases
0,1,2,0.03,0.256,0.398,0.316,malign_lymph,fibrosis
0,1,24,0.034,0.19,0.756,0.02,malign_lymph,malign_lymph
0,1,85,0.0,0.472,0.528,0.0,malign_lymph,malign_lymph
0,1,133,0.008,0.216,0.768,0.008,malign_lymph,malign_lymph
0,1,31,0.0,0.39,0.602,0.008,malign_lymph,malign_lymph
0,1,97,0.004,0.454,0.54,0.002,malign_lymph,malign_lymph
0,1,94,0.002,0.208,0.788,0.002,malign_lymph,malign_lymph
0,2,140,0.004,0.78,0.194,0.022,metastases,metastases
0,2,32,0.0,0.706,0.28,0.014,metastases,metastases
0,2,22,0.0,0.82,0.18,0.0,metastases,metastases
0,2,46,0.032,0.676,0.28,0.012,metastases,metastases
0,2,61,0.014,0.876,0.11,0.0,metastases,metastases
0,2,111,0.006,0.67,0.312,0.012,metastases,metastases
0,2,83,0.004,0.652,0.334,0.01,metastases,metastases
0,2,21,0.01,0.432,0.558,0.0,malign_lymph,metastases
0,2,73,0.026,0.4,0.348,0.226,metastases,fibrosis
0,2,88,0.0,0.332,0.666,0.002,malign_lymph,malign_lymph
0,2,69,0.012,0.476,0.496,0.016,malign_lymph,malign_lymph
0,2,128,0.016,0.794,0.188,0.002,metastases,malign_lymph
0,2,137,0.0,0.356,0.608,0.036,malign_lymph,malign_lymph
0,2,37,0.022,0.158,0.812,0.008,malign_lymph,malign_lymph
0,2,62,0.0,0.252,0.704,0.044,malign_lymph,malign_lymph
0,3,42,0.0,0.6,0.4,0.0,metastases,metastases
0,3,122,0.002,0.872,0.122,0.004,metastases,metastases
0,3,118,0.01,0.876,0.114,0.0,metastases,metastases
0,3,130,0.014,0.806,0.172,0.008,metastases,metastases
0,3,89,0.024,0.686,0.286,0.004,metastases,metastases
0,3,58,0.002,0.68,0.314,0.004,metastases,metastases
0,3,55,0.026,0.79,0.182,0.002,metastases,metastases
0,3,28,0.002,0.89,0.104,0.004,metastases,metastases
0,3,53,0.012,0.304,0.354,0.33,malign_lymph,fibrosis
0,3,81,0.02,0.292,0.678,0.01,malign_lymph,malign_lymph
0,3,49,0.0,0.638,0.352,0.01,metastases,malign_lymph
0,3,120,0.008,0.15,0.84,0.002,malign_lymph,malign_lymph
0,3,103,0.032,0.696,0.232,0.04,metastases,malign_lymph
0,3,113,0.002,0.256,0.712,0.03,malign_lymph,malign_lymph
0,3,29,0.006,0.478,0.512,0.004,malign_lymph,malign_lymph
0,4,52,0.004,0.734,0.24,0.022,metastases,metastases
0,4,134,0.002,0.788,0.206,0.004,metastases,metastases
0,4,75,0.012,0.778,0.156,0.054,metastases,metastases
0,4,4,0.006,0.68,0.308,0.006,metastases,metastases
0,4,86,0.01,0.738,0.238,0.014,metastases,metastases
0,4,102,0.0,0.478,0.52,0.002,malign_lymph,metastases
0,4,124,0.006,0.782,0.206,0.006,metastases,metastases
0,4,117,0.016,0.752,0.222,0.01,metastases,metastases
0,4,35,0.008,0.362,0.508,0.122,malign_lymph,fibrosis
0,4,76,0.0,0.478,0.522,0.0,malign_lymph,malign_lymph
0,4,127,0.008,0.788,0.204,0.0,metastases,malign_lymph
0,4,0,0.002,0.456,0.538,0.004,malign_lymph,malign_lymph
0,4,27,0.018,0.392,0.572,0.018,malign_lymph,malign_lymph
0,4,43,0.006,0.294,0.694,0.006,malign_lymph,malign_lymph
0,4,93,0.0,0.278,0.706,0.016,malign_lymph,malign_lymph
0,5,44,0.0,0.864,0.098,0.038,metastases,metastases
0,5,67,0.004,0.786,0.2,0.01,metastases,metastases
0,5,116,0.002,0.876,0.122,0.0,metastases,metastases
0,5,114,0.0,0.9,0.1,0.0,metastases,metastases
0,5,19,0.0,0.86,0.134,0.006,metastases,metastases
0,5,39,0.018,0.754,0.21,0.018,metastases,metastases
0,5,13,0.0,0.814,0.182,0.004,metastases,metastases
0,5,11,0.0,0.508,0.402,0.09,metastases,metastases
0,5,79,0.01,0.502,0.452,0.036,metastases,malign_lymph
0,5,8,0.0,0.176,0.824,0.0,malign_lymph,malign_lymph
0,5,20,0.006,0.208,0.782,0.004,malign_lymph,malign_lymph
0,5,90,0.042,0.382,0.496,0.08,malign_lymph,malign_lymph
0,5,146,0.002,0.264,0.706,0.028,malign_lymph,malign_lymph
0,5,17,0.01,0.104,0.862,0.024,malign_lymph,malign_lymph
0,5,104,0.004,0.384,0.602,0.01,malign_lymph,malign_lymph
0,6,135,0.016,0.828,0.156,0.0,metastases,metastases
0,6,64,0.042,0.48,0.45,0.028,metastases,metastases
0,6,54,0.02,0.748,0.198,0.034,metastases,metastases
0,6,26,0.016,0.712,0.26,0.012,metastases,metastases
0,6,33,0.0,0.684,0.314,0.002,metastases,metastases
0,6,56,0.006,0.714,0.278,0.002,metastases,metastases
0,6,106,0.002,0.806,0.168,0.024,metastases,metastases
0,6,139,0.0,0.792,0.206,0.002,metastases,metastases
0,6,101,0.0,0.28,0.67,0.05,malign_lymph,malign_lymph
0,6,16,0.0,0.234,0.738,0.028,malign_lymph,malign_lymph
0,6,100,0.0,0.396,0.592,0.012,malign_lymph,malign_lymph
0,6,105,0.008,0.54,0.45,0.002,metastases,malign_lymph
0,6,41,0.006,0.438,0.544,0.012,malign_lymph,malign_lymph
0,6,25,0.002,0.464,0.528,0.006,malign_lymph,malign_lymph
0,6,108,0.09,0.294,0.604,0.012,malign_lymph,normal
0,7,115,0.038,0.564,0.358,0.04,metastases,metastases
0,7,131,0.0,0.658,0.34,0.002,metastases,metastases
0,7,82,0.0,0.712,0.27,0.018,metastases,metastases
0,7,84,0.006,0.89,0.1,0.004,metastases,metastases
0,7,112,0.0,0.646,0.326,0.028,metastases,metastases
0,7,143,0.0,0.682,0.312,0.006,metastases,metastases
0,7,60,0.0,0.846,0.154,0.0,metastases,metastases
0,7,57,0.008,0.304,0.688,0.0,malign_lymph,metastases
0,7,87,0.002,0.308,0.642,0.048,malign_lymph,malign_lymph
0,7,5,0.0,0.288,0.698,0.014,malign_lymph,malign_lymph
0,7,9,0.0,0.228,0.766,0.006,malign_lymph,malign_lymph
0,7,12,0.006,0.278,0.7,0.016,malign_lymph,malign_lymph
0,7,1,0.0,0.484,0.502,0.014,malign_lymph,malign_lymph
0,7,126,0.0,0.196,0.8,0.004,malign_lymph,malign_lymph
0,7,121,0.106,0.572,0.322,0.0,metastases,normal
0,8,48,0.0,0.582,0.376,0.042,metastases,metastases
0,8,66,0.056,0.63,0.31,0.004,metastases,metastases
0,8,129,0.002,0.64,0.358,0.0,metastases,metastases
0,8,125,0.002,0.628,0.366,0.004,metastases,metastases
0,8,50,0.014,0.484,0.48,0.022,metastases,metastases
0,8,68,0.014,0.676,0.296,0.014,metastases,metastases
0,8,72,0.018,0.638,0.33,0.014,metastases,metastases
0,8,107,0.002,0.894,0.098,0.006,metastases,metastases
0,8,23,0.004,0.5,0.49,0.006,metastases,malign_lymph
0,8,98,0.0,0.254,0.74,0.006,malign_lymph,malign_lymph
0,8,36,0.002,0.25,0.746,0.002,malign_lymph,malign_lymph
0,8,145,0.002,0.572,0.404,0.022,metastases,malign_lymph
0,8,95,0.008,0.106,0.836,0.05,malign_lymph,malign_lymph
0,8,6,0.002,0.562,0.434,0.002,metastases,malign_lymph
0,9,77,0.016,0.816,0.168,0.0,metastases,metastases
0,9,59,0.104,0.452,0.402,0.042,metastases,metastases
0,9,15,0.012,0.698,0.276,0.014,metastases,metastases
0,9,65,0.014,0.836,0.15,0.0,metastases,metastases
0,9,91,0.012,0.678,0.274,0.036,metastases,metastases
0,9,45,0.002,0.566,0.398,0.034,metastases,metastases
0,9,38,0.02,0.808,0.166,0.006,metastases,metastases
0,9,142,0.0,0.686,0.308,0.006,metastases,metastases
0,9,3,0.066,0.608,0.324,0.002,metastases,malign_lymph
0,9,141,0.038,0.586,0.376,0.0,metastases,malign_lymph
0,9,74,0.0,0.354,0.638,0.008,malign_lymph,malign_lymph
0,9,144,0.014,0.11,0.874,0.002,malign_lymph,malign_lymph
0,9,78,0.006,0.31,0.638,0.046,malign_lymph,malign_lymph
0,9,96,0.038,0.6,0.348,0.014,metastases,malign_lymph
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