% Python_3.6.6.
% Sklearn_0.20.0.
% NumPy_1.14.5.
% SciPy_1.1.0.
% Thu Feb 14 10:59:02 2019
% Created by run_task()
@RELATION openml_task_10_predictions

@ATTRIBUTE repeat NUMERIC
@ATTRIBUTE fold NUMERIC
@ATTRIBUTE sample 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
0,0,0,71,0.0,1.0,0.0,0.0,metastases,metastases
0,0,0,138,0.0,0.8,0.2,0.0,metastases,metastases
0,0,0,110,0.1,0.8,0.0,0.1,metastases,metastases
0,0,0,63,0.0,0.8,0.2,0.0,metastases,metastases
0,0,0,132,0.0,0.9,0.1,0.0,metastases,metastases
0,0,0,123,0.0,0.9,0.1,0.0,metastases,metastases
0,0,0,147,0.0,0.7,0.3,0.0,metastases,metastases
0,0,0,70,0.0,0.6,0.4,0.0,metastases,metastases
0,0,0,80,0.0,0.3,0.7,0.0,malign_lymph,metastases
0,0,0,18,0.0,0.2,0.8,0.0,malign_lymph,malign_lymph
0,0,0,92,0.0,0.6,0.4,0.0,metastases,malign_lymph
0,0,0,51,0.0,0.2,0.8,0.0,malign_lymph,malign_lymph
0,0,0,30,0.0,0.8,0.2,0.0,metastases,malign_lymph
0,0,0,7,0.0,0.0,1.0,0.0,malign_lymph,malign_lymph
0,0,0,109,0.0,0.2,0.8,0.0,malign_lymph,malign_lymph
0,1,0,136,0.0,0.9,0.1,0.0,metastases,metastases
0,1,0,34,0.0,1.0,0.0,0.0,metastases,metastases
0,1,0,10,0.0,1.0,0.0,0.0,metastases,metastases
0,1,0,40,0.3,0.6,0.1,0.0,metastases,metastases
0,1,0,99,0.0,0.7,0.3,0.0,metastases,metastases
0,1,0,119,0.0,0.9,0.0,0.1,metastases,metastases
0,1,0,47,0.0,0.4,0.5,0.1,malign_lymph,metastases
0,1,0,14,0.0,0.7,0.2,0.1,metastases,metastases
0,1,0,2,0.0,0.3,0.3,0.4,fibrosis,fibrosis
0,1,0,24,0.0,0.0,1.0,0.0,malign_lymph,malign_lymph
0,1,0,85,0.0,0.0,1.0,0.0,malign_lymph,malign_lymph
0,1,0,133,0.0,0.0,1.0,0.0,malign_lymph,malign_lymph
0,1,0,31,0.0,0.0,1.0,0.0,malign_lymph,malign_lymph
0,1,0,97,0.0,0.3,0.7,0.0,malign_lymph,malign_lymph
0,1,0,94,0.0,0.1,0.9,0.0,malign_lymph,malign_lymph
0,2,0,140,0.0,0.9,0.1,0.0,metastases,metastases
0,2,0,32,0.0,1.0,0.0,0.0,metastases,metastases
0,2,0,22,0.0,0.8,0.2,0.0,metastases,metastases
0,2,0,46,0.0,1.0,0.0,0.0,metastases,metastases
0,2,0,61,0.0,0.9,0.1,0.0,metastases,metastases
0,2,0,111,0.0,0.4,0.3,0.3,metastases,metastases
0,2,0,83,0.0,0.7,0.3,0.0,metastases,metastases
0,2,0,21,0.0,0.4,0.6,0.0,malign_lymph,metastases
0,2,0,73,0.0,0.2,0.5,0.3,malign_lymph,fibrosis
0,2,0,88,0.0,0.4,0.6,0.0,malign_lymph,malign_lymph
0,2,0,69,0.0,0.6,0.4,0.0,metastases,malign_lymph
0,2,0,128,0.0,0.9,0.1,0.0,metastases,malign_lymph
0,2,0,137,0.0,0.2,0.8,0.0,malign_lymph,malign_lymph
0,2,0,37,0.0,0.0,1.0,0.0,malign_lymph,malign_lymph
0,2,0,62,0.0,0.0,1.0,0.0,malign_lymph,malign_lymph
0,3,0,42,0.0,0.6,0.4,0.0,metastases,metastases
0,3,0,122,0.0,1.0,0.0,0.0,metastases,metastases
0,3,0,118,0.0,0.8,0.2,0.0,metastases,metastases
0,3,0,130,0.0,1.0,0.0,0.0,metastases,metastases
0,3,0,89,0.0,0.7,0.3,0.0,metastases,metastases
0,3,0,58,0.0,0.8,0.2,0.0,metastases,metastases
0,3,0,55,0.0,0.4,0.6,0.0,malign_lymph,metastases
0,3,0,28,0.0,1.0,0.0,0.0,metastases,metastases
0,3,0,53,0.0,0.4,0.2,0.4,metastases,fibrosis
0,3,0,81,0.0,0.3,0.7,0.0,malign_lymph,malign_lymph
0,3,0,49,0.0,0.2,0.8,0.0,malign_lymph,malign_lymph
0,3,0,120,0.0,0.0,1.0,0.0,malign_lymph,malign_lymph
0,3,0,103,0.0,0.6,0.3,0.1,metastases,malign_lymph
0,3,0,113,0.0,0.3,0.7,0.0,malign_lymph,malign_lymph
0,3,0,29,0.0,0.1,0.9,0.0,malign_lymph,malign_lymph
0,4,0,52,0.0,1.0,0.0,0.0,metastases,metastases
0,4,0,134,0.0,0.9,0.1,0.0,metastases,metastases
0,4,0,75,0.0,0.7,0.3,0.0,metastases,metastases
0,4,0,4,0.0,0.7,0.3,0.0,metastases,metastases
0,4,0,86,0.0,0.7,0.3,0.0,metastases,metastases
0,4,0,102,0.0,0.5,0.5,0.0,metastases,metastases
0,4,0,124,0.0,0.6,0.4,0.0,metastases,metastases
0,4,0,117,0.0,0.8,0.2,0.0,metastases,metastases
0,4,0,35,0.0,0.6,0.3,0.1,metastases,fibrosis
0,4,0,76,0.0,0.3,0.7,0.0,malign_lymph,malign_lymph
0,4,0,127,0.0,0.8,0.2,0.0,metastases,malign_lymph
0,4,0,0,0.0,0.2,0.8,0.0,malign_lymph,malign_lymph
0,4,0,27,0.0,0.2,0.8,0.0,malign_lymph,malign_lymph
0,4,0,43,0.0,0.1,0.9,0.0,malign_lymph,malign_lymph
0,4,0,93,0.0,0.1,0.9,0.0,malign_lymph,malign_lymph
0,5,0,44,0.0,1.0,0.0,0.0,metastases,metastases
0,5,0,67,0.0,0.7,0.3,0.0,metastases,metastases
0,5,0,116,0.0,0.9,0.1,0.0,metastases,metastases
0,5,0,114,0.0,1.0,0.0,0.0,metastases,metastases
0,5,0,19,0.0,1.0,0.0,0.0,metastases,metastases
0,5,0,39,0.0,0.9,0.1,0.0,metastases,metastases
0,5,0,13,0.0,0.9,0.1,0.0,metastases,metastases
0,5,0,11,0.0,0.4,0.5,0.1,malign_lymph,metastases
0,5,0,79,0.0,0.0,1.0,0.0,malign_lymph,malign_lymph
0,5,0,8,0.0,0.0,1.0,0.0,malign_lymph,malign_lymph
0,5,0,20,0.0,0.1,0.9,0.0,malign_lymph,malign_lymph
0,5,0,90,0.0,0.1,0.4,0.5,fibrosis,malign_lymph
0,5,0,146,0.0,0.1,0.9,0.0,malign_lymph,malign_lymph
0,5,0,17,0.0,0.1,0.9,0.0,malign_lymph,malign_lymph
0,5,0,104,0.0,0.6,0.4,0.0,metastases,malign_lymph
0,6,0,135,0.0,1.0,0.0,0.0,metastases,metastases
0,6,0,64,0.0,0.4,0.6,0.0,malign_lymph,metastases
0,6,0,54,0.0,0.9,0.1,0.0,metastases,metastases
0,6,0,26,0.0,0.9,0.1,0.0,metastases,metastases
0,6,0,33,0.0,1.0,0.0,0.0,metastases,metastases
0,6,0,56,0.0,0.7,0.3,0.0,metastases,metastases
0,6,0,106,0.0,1.0,0.0,0.0,metastases,metastases
0,6,0,139,0.0,0.7,0.3,0.0,metastases,metastases
0,6,0,101,0.0,0.0,0.8,0.2,malign_lymph,malign_lymph
0,6,0,16,0.0,0.0,1.0,0.0,malign_lymph,malign_lymph
0,6,0,100,0.0,0.1,0.9,0.0,malign_lymph,malign_lymph
0,6,0,105,0.0,0.0,1.0,0.0,malign_lymph,malign_lymph
0,6,0,41,0.0,0.4,0.6,0.0,malign_lymph,malign_lymph
0,6,0,25,0.0,0.5,0.5,0.0,metastases,malign_lymph
0,6,0,108,0.1,0.5,0.4,0.0,metastases,normal
0,7,0,115,0.0,0.4,0.6,0.0,malign_lymph,metastases
0,7,0,131,0.0,0.5,0.5,0.0,metastases,metastases
0,7,0,82,0.0,0.8,0.2,0.0,metastases,metastases
0,7,0,84,0.0,1.0,0.0,0.0,metastases,metastases
0,7,0,112,0.0,0.9,0.1,0.0,metastases,metastases
0,7,0,143,0.0,0.3,0.7,0.0,malign_lymph,metastases
0,7,0,60,0.0,0.9,0.1,0.0,metastases,metastases
0,7,0,57,0.0,0.0,1.0,0.0,malign_lymph,metastases
0,7,0,87,0.0,0.0,1.0,0.0,malign_lymph,malign_lymph
0,7,0,5,0.0,0.1,0.9,0.0,malign_lymph,malign_lymph
0,7,0,9,0.0,0.2,0.8,0.0,malign_lymph,malign_lymph
0,7,0,12,0.0,0.0,1.0,0.0,malign_lymph,malign_lymph
0,7,0,1,0.0,0.1,0.8,0.1,malign_lymph,malign_lymph
0,7,0,126,0.0,0.4,0.6,0.0,malign_lymph,malign_lymph
0,7,0,121,0.0,0.9,0.1,0.0,metastases,normal
0,8,0,48,0.0,1.0,0.0,0.0,metastases,metastases
0,8,0,66,0.0,0.8,0.2,0.0,metastases,metastases
0,8,0,129,0.0,1.0,0.0,0.0,metastases,metastases
0,8,0,125,0.0,0.9,0.1,0.0,metastases,metastases
0,8,0,50,0.1,0.5,0.4,0.0,metastases,metastases
0,8,0,68,0.0,0.5,0.5,0.0,metastases,metastases
0,8,0,72,0.0,0.3,0.7,0.0,malign_lymph,metastases
0,8,0,107,0.0,1.0,0.0,0.0,metastases,metastases
0,8,0,23,0.0,0.2,0.8,0.0,malign_lymph,malign_lymph
0,8,0,98,0.0,0.1,0.9,0.0,malign_lymph,malign_lymph
0,8,0,36,0.0,0.0,1.0,0.0,malign_lymph,malign_lymph
0,8,0,145,0.0,0.8,0.1,0.1,metastases,malign_lymph
0,8,0,95,0.0,0.0,1.0,0.0,malign_lymph,malign_lymph
0,8,0,6,0.0,0.7,0.3,0.0,metastases,malign_lymph
0,9,0,77,0.0,1.0,0.0,0.0,metastases,metastases
0,9,0,59,0.0,0.9,0.1,0.0,metastases,metastases
0,9,0,15,0.0,0.9,0.1,0.0,metastases,metastases
0,9,0,65,0.0,1.0,0.0,0.0,metastases,metastases
0,9,0,91,0.0,0.8,0.2,0.0,metastases,metastases
0,9,0,45,0.0,0.9,0.1,0.0,metastases,metastases
0,9,0,38,0.0,0.9,0.1,0.0,metastases,metastases
0,9,0,142,0.0,0.9,0.1,0.0,metastases,metastases
0,9,0,3,0.0,0.4,0.6,0.0,malign_lymph,malign_lymph
0,9,0,141,0.1,0.4,0.5,0.0,malign_lymph,malign_lymph
0,9,0,74,0.0,0.6,0.4,0.0,metastases,malign_lymph
0,9,0,144,0.0,0.0,1.0,0.0,malign_lymph,malign_lymph
0,9,0,78,0.0,0.2,0.6,0.2,malign_lymph,malign_lymph
0,9,0,96,0.0,0.7,0.3,0.0,metastases,malign_lymph