% Python_3.6.0.
% Sklearn_0.18.1.
% NumPy_1.11.3.
% SciPy_0.19.0.
% Mon Mar 27 14:55:54 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
0,0,71,0.01,0.824,0.16,0.006,metastases,metastases
0,0,138,0.0,0.682,0.302,0.016,metastases,metastases
0,0,110,0.012,0.564,0.38,0.044,metastases,metastases
0,0,63,0.04,0.734,0.212,0.014,metastases,metastases
0,0,132,0.018,0.666,0.31,0.006,metastases,metastases
0,0,123,0.002,0.884,0.106,0.008,metastases,metastases
0,0,147,0.01,0.46,0.502,0.028,malign_lymph,metastases
0,0,70,0.07,0.648,0.256,0.026,metastases,metastases
0,0,80,0.0,0.564,0.41,0.026,metastases,metastases
0,0,18,0.006,0.164,0.822,0.008,malign_lymph,malign_lymph
0,0,92,0.01,0.482,0.496,0.012,malign_lymph,malign_lymph
0,0,51,0.024,0.414,0.416,0.146,malign_lymph,malign_lymph
0,0,30,0.082,0.69,0.21,0.018,metastases,malign_lymph
0,0,7,0.008,0.372,0.6,0.02,malign_lymph,malign_lymph
0,0,109,0.002,0.35,0.646,0.002,malign_lymph,malign_lymph
0,1,136,0.016,0.714,0.264,0.006,metastases,metastases
0,1,34,0.032,0.85,0.116,0.002,metastases,metastases
0,1,10,0.0,0.798,0.196,0.006,metastases,metastases
0,1,40,0.25,0.44,0.304,0.006,metastases,metastases
0,1,99,0.002,0.796,0.196,0.006,metastases,metastases
0,1,119,0.012,0.474,0.406,0.108,metastases,metastases
0,1,47,0.002,0.376,0.586,0.036,malign_lymph,metastases
0,1,14,0.012,0.322,0.594,0.072,malign_lymph,metastases
0,1,2,0.02,0.248,0.408,0.324,malign_lymph,fibrosis
0,1,24,0.036,0.212,0.742,0.01,malign_lymph,malign_lymph
0,1,85,0.01,0.416,0.57,0.004,malign_lymph,malign_lymph
0,1,133,0.006,0.214,0.774,0.006,malign_lymph,malign_lymph
0,1,31,0.002,0.36,0.618,0.02,malign_lymph,malign_lymph
0,1,97,0.0,0.466,0.534,0.0,malign_lymph,malign_lymph
0,1,94,0.0,0.192,0.806,0.002,malign_lymph,malign_lymph
0,2,140,0.008,0.804,0.182,0.006,metastases,metastases
0,2,32,0.008,0.678,0.296,0.018,metastases,metastases
0,2,22,0.006,0.77,0.222,0.002,metastases,metastases
0,2,46,0.028,0.674,0.29,0.008,metastases,metastases
0,2,61,0.018,0.846,0.136,0.0,metastases,metastases
0,2,111,0.006,0.71,0.272,0.012,metastases,metastases
0,2,83,0.002,0.66,0.338,0.0,metastases,metastases
0,2,21,0.002,0.44,0.558,0.0,malign_lymph,metastases
0,2,73,0.04,0.39,0.348,0.222,metastases,fibrosis
0,2,88,0.002,0.34,0.656,0.002,malign_lymph,malign_lymph
0,2,69,0.002,0.508,0.482,0.008,metastases,malign_lymph
0,2,128,0.016,0.804,0.176,0.004,metastases,malign_lymph
0,2,137,0.002,0.366,0.572,0.06,malign_lymph,malign_lymph
0,2,37,0.04,0.192,0.764,0.004,malign_lymph,malign_lymph
0,2,62,0.002,0.226,0.74,0.032,malign_lymph,malign_lymph
0,3,42,0.0,0.588,0.408,0.004,metastases,metastases
0,3,122,0.006,0.884,0.102,0.008,metastases,metastases
0,3,118,0.006,0.866,0.128,0.0,metastases,metastases
0,3,130,0.012,0.826,0.158,0.004,metastases,metastases
0,3,89,0.042,0.636,0.308,0.014,metastases,metastases
0,3,58,0.004,0.7,0.296,0.0,metastases,metastases
0,3,55,0.018,0.768,0.214,0.0,metastases,metastases
0,3,28,0.002,0.882,0.114,0.002,metastases,metastases
0,3,53,0.006,0.308,0.33,0.356,fibrosis,fibrosis
0,3,81,0.028,0.222,0.742,0.008,malign_lymph,malign_lymph
0,3,49,0.0,0.66,0.336,0.004,metastases,malign_lymph
0,3,120,0.008,0.134,0.854,0.004,malign_lymph,malign_lymph
0,3,103,0.018,0.766,0.174,0.042,metastases,malign_lymph
0,3,113,0.004,0.302,0.662,0.032,malign_lymph,malign_lymph
0,3,29,0.008,0.444,0.538,0.01,malign_lymph,malign_lymph
0,4,52,0.01,0.71,0.27,0.01,metastases,metastases
0,4,134,0.002,0.842,0.154,0.002,metastases,metastases
0,4,75,0.012,0.778,0.19,0.02,metastases,metastases
0,4,4,0.002,0.664,0.332,0.002,metastases,metastases
0,4,86,0.008,0.664,0.274,0.054,metastases,metastases
0,4,102,0.002,0.432,0.562,0.004,malign_lymph,metastases
0,4,124,0.004,0.792,0.204,0.0,metastases,metastases
0,4,117,0.018,0.704,0.268,0.01,metastases,metastases
0,4,35,0.008,0.392,0.47,0.13,malign_lymph,fibrosis
0,4,76,0.004,0.434,0.558,0.004,malign_lymph,malign_lymph
0,4,127,0.01,0.814,0.17,0.006,metastases,malign_lymph
0,4,0,0.002,0.468,0.526,0.004,malign_lymph,malign_lymph
0,4,27,0.026,0.416,0.538,0.02,malign_lymph,malign_lymph
0,4,43,0.002,0.314,0.676,0.008,malign_lymph,malign_lymph
0,4,93,0.004,0.28,0.7,0.016,malign_lymph,malign_lymph
0,5,44,0.002,0.846,0.106,0.046,metastases,metastases
0,5,67,0.006,0.78,0.202,0.012,metastases,metastases
0,5,116,0.0,0.89,0.11,0.0,metastases,metastases
0,5,114,0.004,0.914,0.078,0.004,metastases,metastases
0,5,19,0.002,0.832,0.164,0.002,metastases,metastases
0,5,39,0.016,0.746,0.228,0.01,metastases,metastases
0,5,13,0.0,0.792,0.208,0.0,metastases,metastases
0,5,11,0.0,0.53,0.378,0.092,metastases,metastases
0,5,79,0.02,0.472,0.492,0.016,malign_lymph,malign_lymph
0,5,8,0.0,0.212,0.782,0.006,malign_lymph,malign_lymph
0,5,20,0.006,0.24,0.752,0.002,malign_lymph,malign_lymph
0,5,90,0.028,0.37,0.524,0.078,malign_lymph,malign_lymph
0,5,146,0.0,0.292,0.682,0.026,malign_lymph,malign_lymph
0,5,17,0.012,0.118,0.846,0.024,malign_lymph,malign_lymph
0,5,104,0.002,0.362,0.626,0.01,malign_lymph,malign_lymph
0,6,135,0.018,0.802,0.176,0.004,metastases,metastases
0,6,64,0.062,0.478,0.446,0.014,metastases,metastases
0,6,54,0.03,0.74,0.222,0.008,metastases,metastases
0,6,26,0.04,0.686,0.27,0.004,metastases,metastases
0,6,33,0.0,0.73,0.27,0.0,metastases,metastases
0,6,56,0.012,0.702,0.284,0.002,metastases,metastases
0,6,106,0.0,0.834,0.144,0.022,metastases,metastases
0,6,139,0.006,0.772,0.22,0.002,metastases,metastases
0,6,101,0.0,0.26,0.71,0.03,malign_lymph,malign_lymph
0,6,16,0.0,0.246,0.734,0.02,malign_lymph,malign_lymph
0,6,100,0.0,0.398,0.592,0.01,malign_lymph,malign_lymph
0,6,105,0.012,0.546,0.436,0.006,metastases,malign_lymph
0,6,41,0.002,0.434,0.556,0.008,malign_lymph,malign_lymph
0,6,25,0.0,0.438,0.556,0.006,malign_lymph,malign_lymph
0,6,108,0.106,0.334,0.554,0.006,malign_lymph,normal
0,7,115,0.028,0.516,0.42,0.036,metastases,metastases
0,7,131,0.0,0.684,0.312,0.004,metastases,metastases
0,7,82,0.0,0.702,0.294,0.004,metastases,metastases
0,7,84,0.006,0.87,0.118,0.006,metastases,metastases
0,7,112,0.0,0.578,0.394,0.028,metastases,metastases
0,7,143,0.002,0.64,0.352,0.006,metastases,metastases
0,7,60,0.006,0.826,0.168,0.0,metastases,metastases
0,7,57,0.002,0.328,0.668,0.002,malign_lymph,metastases
0,7,87,0.0,0.24,0.714,0.046,malign_lymph,malign_lymph
0,7,5,0.0,0.282,0.704,0.014,malign_lymph,malign_lymph
0,7,9,0.0,0.244,0.754,0.002,malign_lymph,malign_lymph
0,7,12,0.004,0.298,0.684,0.014,malign_lymph,malign_lymph
0,7,1,0.0,0.552,0.428,0.02,metastases,malign_lymph
0,7,126,0.0,0.23,0.768,0.002,malign_lymph,malign_lymph
0,7,121,0.106,0.564,0.324,0.006,metastases,normal
0,8,48,0.0,0.586,0.372,0.042,metastases,metastases
0,8,66,0.064,0.654,0.272,0.01,metastases,metastases
0,8,129,0.002,0.64,0.358,0.0,metastases,metastases
0,8,125,0.002,0.652,0.34,0.006,metastases,metastases
0,8,50,0.016,0.47,0.498,0.016,malign_lymph,metastases
0,8,68,0.024,0.722,0.242,0.012,metastases,metastases
0,8,72,0.014,0.62,0.356,0.01,metastases,metastases
0,8,107,0.0,0.88,0.118,0.002,metastases,metastases
0,8,23,0.006,0.498,0.486,0.01,metastases,malign_lymph
0,8,98,0.006,0.266,0.716,0.012,malign_lymph,malign_lymph
0,8,36,0.0,0.218,0.772,0.01,malign_lymph,malign_lymph
0,8,145,0.002,0.556,0.412,0.03,metastases,malign_lymph
0,8,95,0.006,0.126,0.832,0.036,malign_lymph,malign_lymph
0,8,6,0.002,0.514,0.48,0.004,metastases,malign_lymph
0,9,77,0.012,0.774,0.21,0.004,metastases,metastases
0,9,59,0.118,0.45,0.38,0.052,metastases,metastases
0,9,15,0.006,0.728,0.25,0.016,metastases,metastases
0,9,65,0.024,0.8,0.176,0.0,metastases,metastases
0,9,91,0.008,0.688,0.274,0.03,metastases,metastases
0,9,45,0.0,0.578,0.37,0.052,metastases,metastases
0,9,38,0.02,0.798,0.178,0.004,metastases,metastases
0,9,142,0.002,0.668,0.308,0.022,metastases,metastases
0,9,3,0.06,0.55,0.386,0.004,metastases,malign_lymph
0,9,141,0.024,0.536,0.436,0.004,metastases,malign_lymph
0,9,74,0.0,0.346,0.652,0.002,malign_lymph,malign_lymph
0,9,144,0.01,0.12,0.862,0.008,malign_lymph,malign_lymph
0,9,78,0.004,0.378,0.568,0.05,malign_lymph,malign_lymph
0,9,96,0.05,0.582,0.356,0.012,metastases,malign_lymph
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