OpenML
Supervised Classification on musk

Supervised Classification on musk

Task 146082 Supervised Classification musk 13306 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9988, kappa: 0.9954, kb_relative_information_score: 6514.4089, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9988, predictive_accuracy: 0.9988, prior_entropy: 0.6204, recall: 0.9988, relative_absolute_error: 0.017, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0294, root_relative_squared_error: 0.0814, scimark_benchmark: 1264.8774, usercpu_time_millis: 215.534, usercpu_time_millis_testing: 7.997, usercpu_time_millis_training: 207.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.3, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0006, root_relative_squared_error: 0.0015, scimark_benchmark: 1271.0293, usercpu_time_millis: 370.8, usercpu_time_millis_testing: 5.248, usercpu_time_millis_training: 365.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9986, kappa: 0.9948, kb_relative_information_score: 6561.6588, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9986, predictive_accuracy: 0.9986, prior_entropy: 0.6204, recall: 0.9986, relative_absolute_error: 0.0052, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0293, root_relative_squared_error: 0.0812, scimark_benchmark: 1290.0447, usercpu_time_millis: 211.061, usercpu_time_millis_testing: 8.223, usercpu_time_millis_training: 202.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6490.2045, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0255, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0184, root_relative_squared_error: 0.0508, scimark_benchmark: 1284.1348, usercpu_time_millis: 174.991, usercpu_time_millis_testing: 6.554, usercpu_time_millis_training: 168.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9475, kappa: 0.7862, kb_relative_information_score: 3949.1006, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9538, predictive_accuracy: 0.9513, prior_entropy: 0.6204, recall: 0.9513, relative_absolute_error: 0.4246, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.5319, scimark_benchmark: 1271.9403, usercpu_time_millis: 34.946, usercpu_time_millis_testing: 2.993, usercpu_time_millis_training: 31.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9985, kappa: 0.9942, kb_relative_information_score: 6555.4677, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.6204, recall: 0.9985, relative_absolute_error: 0.0065, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0305, root_relative_squared_error: 0.0843, scimark_benchmark: 1286.2447, usercpu_time_millis: 176.743, usercpu_time_millis_testing: 7.678, usercpu_time_millis_training: 169.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6487.6938, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.024, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.025, root_relative_squared_error: 0.0693, scimark_benchmark: 1261.2132, usercpu_time_millis: 709.748, usercpu_time_millis_testing: 12.237, usercpu_time_millis_training: 697.511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.0961, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0026, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0248, root_relative_squared_error: 0.0686, scimark_benchmark: 1277.8559, usercpu_time_millis: 283.721, usercpu_time_millis_testing: 5.266, usercpu_time_millis_training: 278.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6593.622, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.001, root_relative_squared_error: 0.0027, scimark_benchmark: 1255.4495, usercpu_time_millis: 257.44, usercpu_time_millis_testing: 3.345, usercpu_time_millis_training: 254.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6589.6981, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0014, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0017, root_relative_squared_error: 0.0047, scimark_benchmark: 1268.0641, usercpu_time_millis: 252.494, usercpu_time_millis_testing: 4.459, usercpu_time_millis_training: 248.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6574.1057, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0029, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0681, scimark_benchmark: 1294.5944, usercpu_time_millis: 47.774, usercpu_time_millis_testing: 1.598, usercpu_time_millis_training: 46.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6574.9297, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0027, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0681, scimark_benchmark: 1260.581, usercpu_time_millis: 277.077, usercpu_time_millis_testing: 4.845, usercpu_time_millis_training: 272.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6437.6159, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0359, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.029, root_relative_squared_error: 0.0803, scimark_benchmark: 1284.8082, usercpu_time_millis: 170.035, usercpu_time_millis_testing: 4.523, usercpu_time_millis_training: 165.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6530.8402, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0156, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0141, root_relative_squared_error: 0.039, scimark_benchmark: 1266.4135, usercpu_time_millis: 133.861, usercpu_time_millis_testing: 4.651, usercpu_time_millis_training: 129.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6590.8621, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0065, root_relative_squared_error: 0.0179, scimark_benchmark: 1272.1041, usercpu_time_millis: 264.905, usercpu_time_millis_testing: 6.292, usercpu_time_millis_training: 258.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.998, kappa: 0.9924, kb_relative_information_score: 5789.3817, mean_absolute_error: 0.042, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.998, predictive_accuracy: 0.998, prior_entropy: 0.6204, recall: 0.998, relative_absolute_error: 0.1611, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0885, root_relative_squared_error: 0.2451, scimark_benchmark: 1287.1659, usercpu_time_millis: 246.414, usercpu_time_millis_testing: 9.832, usercpu_time_millis_training: 236.582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.9268, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1273.2728, usercpu_time_millis: 536.156, usercpu_time_millis_testing: 7.097, usercpu_time_millis_training: 529.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6592.5565, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0007, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.003, root_relative_squared_error: 0.0083, scimark_benchmark: 1288.9351, usercpu_time_millis: 233.655, usercpu_time_millis_testing: 4.517, usercpu_time_millis_training: 229.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9991, kappa: 0.9965, kb_relative_information_score: 6573.7759, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 0.6204, recall: 0.9991, relative_absolute_error: 0.0044, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0176, root_relative_squared_error: 0.0487, scimark_benchmark: 1286.9354, usercpu_time_millis: 102.078, usercpu_time_millis_testing: 4.83, usercpu_time_millis_training: 97.248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6429.685, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0396, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0252, root_relative_squared_error: 0.0697, scimark_benchmark: 1293.6336, usercpu_time_millis: 313.214, usercpu_time_millis_testing: 6.389, usercpu_time_millis_training: 306.825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6059.9511, mean_absolute_error: 0.0312, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.1195, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0601, root_relative_squared_error: 0.1666, scimark_benchmark: 1271.8598, usercpu_time_millis: 41.281, usercpu_time_millis_testing: 2.53, usercpu_time_millis_training: 38.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6009.9605, mean_absolute_error: 0.0322, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.1233, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0696, root_relative_squared_error: 0.1928, scimark_benchmark: 1267.7314, usercpu_time_millis: 125.472, usercpu_time_millis_testing: 4.648, usercpu_time_millis_training: 120.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6566.9315, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0047, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0244, root_relative_squared_error: 0.0675, scimark_benchmark: 1288.1279, usercpu_time_millis: 116.052, usercpu_time_millis_testing: 2.444, usercpu_time_millis_training: 113.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6549.4942, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0084, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0283, root_relative_squared_error: 0.0785, scimark_benchmark: 1255.9171, usercpu_time_millis: 75.358, usercpu_time_millis_testing: 3.356, usercpu_time_millis_training: 72.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6474.0734, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0295, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0191, root_relative_squared_error: 0.053, scimark_benchmark: 1264.0988, usercpu_time_millis: 215.02, usercpu_time_millis_testing: 7.527, usercpu_time_millis_training: 207.493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9882, kappa: 0.9539, kb_relative_information_score: 4948.9237, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9884, predictive_accuracy: 0.9883, prior_entropy: 0.6204, recall: 0.9883, relative_absolute_error: 0.3026, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.138, root_relative_squared_error: 0.3822, scimark_benchmark: 1293.9266, usercpu_time_millis: 30.364, usercpu_time_millis_testing: 2.481, usercpu_time_millis_training: 27.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6553.7956, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0079, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0243, root_relative_squared_error: 0.0672, scimark_benchmark: 1274.099, usercpu_time_millis: 172.06, usercpu_time_millis_testing: 4.058, usercpu_time_millis_training: 168.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6570.1072, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0039, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0244, root_relative_squared_error: 0.0677, scimark_benchmark: 1294.0888, usercpu_time_millis: 71.257, usercpu_time_millis_testing: 1.921, usercpu_time_millis_training: 69.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6371.8478, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0514, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0339, root_relative_squared_error: 0.0938, scimark_benchmark: 1290.8514, usercpu_time_millis: 356.839, usercpu_time_millis_testing: 9.611, usercpu_time_millis_training: 347.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6437.6506, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0383, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.022, root_relative_squared_error: 0.0608, scimark_benchmark: 1291.4938, usercpu_time_millis: 412.5, usercpu_time_millis_testing: 8.726, usercpu_time_millis_training: 403.774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6578.2837, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0026, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0116, root_relative_squared_error: 0.0322, scimark_benchmark: 1272.2976, usercpu_time_millis: 10.419, usercpu_time_millis_testing: 1.229, usercpu_time_millis_training: 9.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6001.1928, mean_absolute_error: 0.033, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.1267, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0689, root_relative_squared_error: 0.1907, scimark_benchmark: 1265.2765, usercpu_time_millis: 125.561, usercpu_time_millis_testing: 4.612, usercpu_time_millis_training: 120.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6537.4666, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0142, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0101, root_relative_squared_error: 0.0281, scimark_benchmark: 1269.4361, usercpu_time_millis: 99.979, usercpu_time_millis_testing: 2.642, usercpu_time_millis_training: 97.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6562.4942, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0081, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0066, root_relative_squared_error: 0.0183, scimark_benchmark: 1267.6271, usercpu_time_millis: 202.733, usercpu_time_millis_testing: 4.939, usercpu_time_millis_training: 197.794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.5228, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0016, root_relative_squared_error: 0.0043, scimark_benchmark: 1288.0696, usercpu_time_millis: 448.4, usercpu_time_millis_testing: 6.576, usercpu_time_millis_training: 441.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6513.3091, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0179, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0242, root_relative_squared_error: 0.0669, scimark_benchmark: 1288.222, usercpu_time_millis: 295.78, usercpu_time_millis_testing: 5.904, usercpu_time_millis_training: 289.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6517.8985, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0187, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0165, root_relative_squared_error: 0.0456, scimark_benchmark: 1262.2298, usercpu_time_millis: 15.208, usercpu_time_millis_testing: 1.096, usercpu_time_millis_training: 14.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6591.0424, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0054, root_relative_squared_error: 0.015, scimark_benchmark: 1270.6809, usercpu_time_millis: 12.371, usercpu_time_millis_testing: 0.994, usercpu_time_millis_training: 11.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6590.8697, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.004, root_relative_squared_error: 0.011, scimark_benchmark: 1274.6679, usercpu_time_millis: 264.714, usercpu_time_millis_testing: 5.404, usercpu_time_millis_training: 259.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6589.5758, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0014, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0042, root_relative_squared_error: 0.0116, scimark_benchmark: 1272.5809, usercpu_time_millis: 384.083, usercpu_time_millis_testing: 7.66, usercpu_time_millis_training: 376.423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6538.3892, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.014, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0107, root_relative_squared_error: 0.0297, scimark_benchmark: 1289.4963, usercpu_time_millis: 189.608, usercpu_time_millis_testing: 3.614, usercpu_time_millis_training: 185.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6574.9815, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0026, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0248, root_relative_squared_error: 0.0685, scimark_benchmark: 1271.9259, usercpu_time_millis: 341.638, usercpu_time_millis_testing: 5.914, usercpu_time_millis_training: 335.724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6590.7353, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.007, root_relative_squared_error: 0.0193, scimark_benchmark: 1295.4792, usercpu_time_millis: 136.006, usercpu_time_millis_testing: 3.647, usercpu_time_millis_training: 132.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6512.3962, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0181, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0243, root_relative_squared_error: 0.0673, scimark_benchmark: 1270.5379, usercpu_time_millis: 324.983, usercpu_time_millis_testing: 5.119, usercpu_time_millis_training: 319.864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6561.576, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0059, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0248, root_relative_squared_error: 0.0687, scimark_benchmark: 1295.7526, usercpu_time_millis: 52.968, usercpu_time_millis_testing: 2.088, usercpu_time_millis_training: 50.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6569.0827, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0041, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0681, scimark_benchmark: 1263.746, usercpu_time_millis: 171.137, usercpu_time_millis_testing: 4.478, usercpu_time_millis_training: 166.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.519, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1268.6426, usercpu_time_millis: 485.169, usercpu_time_millis_testing: 7.619, usercpu_time_millis_training: 477.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.685, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0004, root_relative_squared_error: 0.0011, scimark_benchmark: 1289.3517, usercpu_time_millis: 409.997, usercpu_time_millis_testing: 5.724, usercpu_time_millis_training: 404.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.8526, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1286.7541, usercpu_time_millis: 324.748, usercpu_time_millis_testing: 5.053, usercpu_time_millis_training: 319.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.9617, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0007, root_relative_squared_error: 0.0019, scimark_benchmark: 1263.4446, usercpu_time_millis: 369.652, usercpu_time_millis_testing: 6.139, usercpu_time_millis_training: 363.513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6595.2199, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0002, root_relative_squared_error: 0.0006, scimark_benchmark: 1272.7336, usercpu_time_millis: 24.391, usercpu_time_millis_testing: 1.083, usercpu_time_millis_training: 23.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6559.1691, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0089, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0068, root_relative_squared_error: 0.0187, scimark_benchmark: 1263.2527, usercpu_time_millis: 337.119, usercpu_time_millis_testing: 6.702, usercpu_time_millis_training: 330.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6591.3439, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0038, root_relative_squared_error: 0.0104, scimark_benchmark: 1290.4289, usercpu_time_millis: 332.486, usercpu_time_millis_testing: 7.298, usercpu_time_millis_training: 325.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6471.9917, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0298, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0206, root_relative_squared_error: 0.0571, scimark_benchmark: 1263.0698, usercpu_time_millis: 111.212, usercpu_time_millis_testing: 4.52, usercpu_time_millis_training: 106.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6146.9826, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.1009, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0524, root_relative_squared_error: 0.1451, scimark_benchmark: 1297.8551, usercpu_time_millis: 277.124, usercpu_time_millis_testing: 10.107, usercpu_time_millis_training: 267.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6587.0621, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0019, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.008, root_relative_squared_error: 0.0222, scimark_benchmark: 1275.2178, usercpu_time_millis: 266.06, usercpu_time_millis_testing: 6.514, usercpu_time_millis_training: 259.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6590.4996, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0012, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0039, root_relative_squared_error: 0.0108, scimark_benchmark: 1287.3906, usercpu_time_millis: 268.468, usercpu_time_millis_testing: 6.01, usercpu_time_millis_training: 262.458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6520.1225, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0185, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0117, root_relative_squared_error: 0.0324, scimark_benchmark: 1289.6523, usercpu_time_millis: 253.736, usercpu_time_millis_testing: 5.52, usercpu_time_millis_training: 248.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6586.1913, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0038, root_relative_squared_error: 0.0104, scimark_benchmark: 1269.8808, usercpu_time_millis: 239.711, usercpu_time_millis_testing: 4.594, usercpu_time_millis_training: 235.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6545.7418, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0097, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0261, root_relative_squared_error: 0.0724, scimark_benchmark: 1269.1808, usercpu_time_millis: 108.03, usercpu_time_millis_testing: 3.758, usercpu_time_millis_training: 104.272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6382.8347, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0507, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0285, root_relative_squared_error: 0.079, scimark_benchmark: 1290.1322, usercpu_time_millis: 127.298, usercpu_time_millis_testing: 4.521, usercpu_time_millis_training: 122.777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9986, kappa: 0.9948, kb_relative_information_score: 6564.2441, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9986, predictive_accuracy: 0.9986, prior_entropy: 0.6204, recall: 0.9986, relative_absolute_error: 0.0045, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0296, root_relative_squared_error: 0.0819, scimark_benchmark: 1284.4896, usercpu_time_millis: 127.13, usercpu_time_millis_testing: 5.381, usercpu_time_millis_training: 121.749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6498.891, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0282, root_relative_squared_error: 0.0781, scimark_benchmark: 1243.7319, usercpu_time_millis: 92.977, usercpu_time_millis_testing: 3.835, usercpu_time_millis_training: 89.142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9989, kappa: 0.9959, kb_relative_information_score: 6074.0818, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9989, predictive_accuracy: 0.9989, prior_entropy: 0.6204, recall: 0.9989, relative_absolute_error: 0.1064, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0678, root_relative_squared_error: 0.1878, scimark_benchmark: 1289.8434, usercpu_time_millis: 16.95, usercpu_time_millis_testing: 1.239, usercpu_time_millis_training: 15.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6573.9192, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0029, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0247, root_relative_squared_error: 0.0685, scimark_benchmark: 1271.1314, usercpu_time_millis: 21.919, usercpu_time_millis_testing: 1.209, usercpu_time_millis_training: 20.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9649, kappa: 0.8635, kb_relative_information_score: 5168.8731, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9648, predictive_accuracy: 0.9654, prior_entropy: 0.6204, recall: 0.9654, relative_absolute_error: 0.2136, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.167, root_relative_squared_error: 0.4624, scimark_benchmark: 1265.3591, usercpu_time_millis: 499.489, usercpu_time_millis_testing: 5.671, usercpu_time_millis_training: 493.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9667, kappa: 0.8702, kb_relative_information_score: 5343.9688, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9667, predictive_accuracy: 0.9673, prior_entropy: 0.6204, recall: 0.9673, relative_absolute_error: 0.1833, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1565, root_relative_squared_error: 0.4335, scimark_benchmark: 1225.0241, usercpu_time_millis: 414.095, usercpu_time_millis_testing: 4.376, usercpu_time_millis_training: 409.719,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Required output files not present (e.g., arff predictions).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.748, f_measure: 0.8899, kappa: 0.5292, kb_relative_information_score: 2487.5834, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9165, predictive_accuracy: 0.9074, prior_entropy: 0.6204, recall: 0.9074, relative_absolute_error: 0.6399, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2861, root_relative_squared_error: 0.7923, scimark_benchmark: 1228.9153, usercpu_time_millis: 882.226, usercpu_time_millis_testing: 10.017, usercpu_time_millis_training: 872.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9983, kb_relative_information_score: 6536.6641, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.6204, recall: 0.9995, relative_absolute_error: 0.0094, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0237, root_relative_squared_error: 0.0656, scimark_benchmark: 1273.9929, usercpu_time_millis: 360.224, usercpu_time_millis_testing: 2.635, usercpu_time_millis_training: 357.589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1272.1637, usercpu_time_millis: 273.604, usercpu_time_millis_testing: 0.786, usercpu_time_millis_training: 272.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1271.5399, usercpu_time_millis: 270.839, usercpu_time_millis_testing: 0.73, usercpu_time_millis_training: 270.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6565.1965, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0044, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0223, root_relative_squared_error: 0.0616, scimark_benchmark: 1266.7692, usercpu_time_millis: 263.923, usercpu_time_millis_testing: 0.843, usercpu_time_millis_training: 263.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9596, kappa: 0.842, kb_relative_information_score: 5039.8811, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9596, predictive_accuracy: 0.9604, prior_entropy: 0.6204, recall: 0.9604, relative_absolute_error: 0.2235, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1739, root_relative_squared_error: 0.4817, scimark_benchmark: 1262.3174, usercpu_time_millis: 609.799, usercpu_time_millis_testing: 4.643, usercpu_time_millis_training: 605.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9197, f_measure: 0.9194, kappa: 0.6725, kb_relative_information_score: 3496.9383, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9217, predictive_accuracy: 0.9248, prior_entropy: 0.6204, recall: 0.9248, relative_absolute_error: 0.4412, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.245, root_relative_squared_error: 0.6786, scimark_benchmark: 1230.1512, usercpu_time_millis: 546.68, usercpu_time_millis_testing: 4.241, usercpu_time_millis_training: 542.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9994, kb_relative_information_score: 6574.852, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.6204, recall: 0.9998, relative_absolute_error: 0.0042, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0104, root_relative_squared_error: 0.0287, scimark_benchmark: 1249.4109, usercpu_time_millis: 348.14, usercpu_time_millis_testing: 2.631, usercpu_time_millis_training: 345.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9543, kappa: 0.821, kb_relative_information_score: 4887.6022, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9542, predictive_accuracy: 0.9553, prior_entropy: 0.6204, recall: 0.9553, relative_absolute_error: 0.2463, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1828, root_relative_squared_error: 0.5064, scimark_benchmark: 1263.8414, usercpu_time_millis: 742.779, usercpu_time_millis_testing: 7.149, usercpu_time_millis_training: 735.63,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1269.7612, usercpu_time_millis: 297.727, usercpu_time_millis_testing: 0.802, usercpu_time_millis_training: 296.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1274.8739, usercpu_time_millis: 296.065, usercpu_time_millis_testing: 0.923, usercpu_time_millis_training: 295.142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9862, kappa: 0.9469, kb_relative_information_score: 5959.9822, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9862, predictive_accuracy: 0.9862, prior_entropy: 0.6204, recall: 0.9862, relative_absolute_error: 0.0934, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1044, root_relative_squared_error: 0.289, scimark_benchmark: 1256.5976, usercpu_time_millis: 396.643, usercpu_time_millis_testing: 2.699, usercpu_time_millis_training: 393.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6573.6147, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0044, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0094, root_relative_squared_error: 0.0261, scimark_benchmark: 1250.2654, usercpu_time_millis: 383.965, usercpu_time_millis_testing: 3.295, usercpu_time_millis_training: 380.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.9197, kappa: 0.6738, kb_relative_information_score: 3497.5887, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.922, predictive_accuracy: 0.9251, prior_entropy: 0.6204, recall: 0.9251, relative_absolute_error: 0.4415, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.245, root_relative_squared_error: 0.6784, scimark_benchmark: 1260.2787, usercpu_time_millis: 624.568, usercpu_time_millis_testing: 5.741, usercpu_time_millis_training: 618.827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9983, kb_relative_information_score: 6533.3482, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.6204, recall: 0.9995, relative_absolute_error: 0.0097, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0243, root_relative_squared_error: 0.0674, scimark_benchmark: 1239.6329, usercpu_time_millis: 400.758, usercpu_time_millis_testing: 2.689, usercpu_time_millis_training: 398.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6537.019, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0099, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0231, root_relative_squared_error: 0.0641, scimark_benchmark: 1253.9827, usercpu_time_millis: 573.065, usercpu_time_millis_testing: 4.124, usercpu_time_millis_training: 568.941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9955, kappa: 0.9826, kb_relative_information_score: 6382.4735, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9955, predictive_accuracy: 0.9955, prior_entropy: 0.6204, recall: 0.9955, relative_absolute_error: 0.0339, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0622, root_relative_squared_error: 0.1722, scimark_benchmark: 1269.4792, usercpu_time_millis: 346.891, usercpu_time_millis_testing: 1.847, usercpu_time_millis_training: 345.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9947, kappa: 0.9796, kb_relative_information_score: 6331.7208, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 0.6204, recall: 0.9947, relative_absolute_error: 0.0418, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0689, root_relative_squared_error: 0.1909, scimark_benchmark: 1240.4132, usercpu_time_millis: 334.721, usercpu_time_millis_testing: 2.089, usercpu_time_millis_training: 332.632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9958, kappa: 0.9837, kb_relative_information_score: 6412.8661, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9958, predictive_accuracy: 0.9958, prior_entropy: 0.6204, recall: 0.9958, relative_absolute_error: 0.0284, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0532, root_relative_squared_error: 0.1473, scimark_benchmark: 1251.2566, usercpu_time_millis: 520.798, usercpu_time_millis_testing: 3.225, usercpu_time_millis_training: 517.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.949, kappa: 0.8005, kb_relative_information_score: 4703.0207, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9487, predictive_accuracy: 0.95, prior_entropy: 0.6204, recall: 0.95, relative_absolute_error: 0.2728, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1953, root_relative_squared_error: 0.5408, scimark_benchmark: 1245.1726, usercpu_time_millis: 712.829, usercpu_time_millis_testing: 6.915, usercpu_time_millis_training: 705.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9877, kappa: 0.9527, kb_relative_information_score: 6056.2384, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9877, predictive_accuracy: 0.9877, prior_entropy: 0.6204, recall: 0.9877, relative_absolute_error: 0.0799, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.2664, scimark_benchmark: 1270.3655, usercpu_time_millis: 386.736, usercpu_time_millis_testing: 2.823, usercpu_time_millis_training: 383.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9992, kappa: 0.9971, kb_relative_information_score: 6554.9481, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9992, predictive_accuracy: 0.9992, prior_entropy: 0.6204, recall: 0.9992, relative_absolute_error: 0.0057, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0264, root_relative_squared_error: 0.0732, scimark_benchmark: 1255.2799, usercpu_time_millis: 239.916, usercpu_time_millis_testing: 0.919, usercpu_time_millis_training: 238.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.9454, kappa: 0.7832, kb_relative_information_score: 4392.1936, mean_absolute_error: 0.0827, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9461, predictive_accuracy: 0.9476, prior_entropy: 0.6204, recall: 0.9476, relative_absolute_error: 0.317, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2, root_relative_squared_error: 0.5539, scimark_benchmark: 1282.4786, usercpu_time_millis: 453.66, usercpu_time_millis_testing: 2.978, usercpu_time_millis_training: 450.682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9729, kappa: 0.8947, kb_relative_information_score: 5632.5287, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9728, predictive_accuracy: 0.9732, prior_entropy: 0.6204, recall: 0.9732, relative_absolute_error: 0.1503, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1386, root_relative_squared_error: 0.3838, scimark_benchmark: 1247.9658, usercpu_time_millis: 412.734, usercpu_time_millis_testing: 2.76, usercpu_time_millis_training: 409.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9983, kb_relative_information_score: 6536.6641, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.6204, recall: 0.9995, relative_absolute_error: 0.0094, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0237, root_relative_squared_error: 0.0656, scimark_benchmark: 1261.6457, usercpu_time_millis: 406.327, usercpu_time_millis_testing: 2.86, usercpu_time_millis_training: 403.467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6555.4458, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0067, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0205, root_relative_squared_error: 0.0567, scimark_benchmark: 1270.2484, usercpu_time_millis: 402.009, usercpu_time_millis_testing: 2.865, usercpu_time_millis_training: 399.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1256.4806, usercpu_time_millis: 286.422, usercpu_time_millis_testing: 0.849, usercpu_time_millis_training: 285.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9988, kappa: 0.9954, kb_relative_information_score: 6541.0404, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9988, predictive_accuracy: 0.9988, prior_entropy: 0.6204, recall: 0.9988, relative_absolute_error: 0.0086, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0331, root_relative_squared_error: 0.0916, scimark_benchmark: 1268.7748, usercpu_time_millis: 283.601, usercpu_time_millis_testing: 1.08, usercpu_time_millis_training: 282.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9973, kappa: 0.9896, kb_relative_information_score: 6455.8218, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9973, predictive_accuracy: 0.9973, prior_entropy: 0.6204, recall: 0.9973, relative_absolute_error: 0.021, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0506, root_relative_squared_error: 0.1401, scimark_benchmark: 1239.9902, usercpu_time_millis: 293.498, usercpu_time_millis_testing: 1.511, usercpu_time_millis_training: 291.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9982, kappa: 0.993, kb_relative_information_score: 6508.1798, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9982, predictive_accuracy: 0.9982, prior_entropy: 0.6204, recall: 0.9982, relative_absolute_error: 0.0138, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0408, root_relative_squared_error: 0.1129, scimark_benchmark: 1260.0968, usercpu_time_millis: 291.523, usercpu_time_millis_testing: 1.402, usercpu_time_millis_training: 290.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9716, kappa: 0.8894, kb_relative_information_score: 5559.3047, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9716, predictive_accuracy: 0.972, prior_entropy: 0.6204, recall: 0.972, relative_absolute_error: 0.1524, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1419, root_relative_squared_error: 0.3929, scimark_benchmark: 1249.131, usercpu_time_millis: 526.635, usercpu_time_millis_testing: 3.552, usercpu_time_millis_training: 523.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6495.2263, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0166, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.03, root_relative_squared_error: 0.0831, scimark_benchmark: 1243.4014, usercpu_time_millis: 513.298, usercpu_time_millis_testing: 3.168, usercpu_time_millis_training: 510.13,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs