OpenML
Supervised Classification on mozilla4

Supervised Classification on mozilla4

Task 3899 Supervised Classification mozilla4 107074 runs submitted
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  • mythbusting_1 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8869, f_measure: 0.8488, kappa: 0.6575, kb_relative_information_score: 5719.9287, mean_absolute_error: 0.2878, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8489, predictive_accuracy: 0.8488, prior_entropy: 0.9135, recall: 0.8488, relative_absolute_error: 0.6522, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3641, root_relative_squared_error: 0.7752, scimark_benchmark: 1257.7791, usercpu_time_millis: 270.019, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 270.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8868, f_measure: 0.8509, kappa: 0.6642, kb_relative_information_score: 6211.874, mean_absolute_error: 0.2728, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8522, predictive_accuracy: 0.85, prior_entropy: 0.9135, recall: 0.85, relative_absolute_error: 0.6182, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3585, root_relative_squared_error: 0.7633, scimark_benchmark: 1284.327, usercpu_time_millis: 172.855, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 172.835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8867, f_measure: 0.8511, kappa: 0.6645, kb_relative_information_score: 6213.6128, mean_absolute_error: 0.2727, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8523, predictive_accuracy: 0.8502, prior_entropy: 0.9135, recall: 0.8502, relative_absolute_error: 0.6181, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3585, root_relative_squared_error: 0.7632, scimark_benchmark: 1274.3405, usercpu_time_millis: 205.331, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 205.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.8496, kappa: 0.6618, kb_relative_information_score: 6157.3514, mean_absolute_error: 0.2743, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8513, predictive_accuracy: 0.8486, prior_entropy: 0.9135, recall: 0.8486, relative_absolute_error: 0.6216, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3596, root_relative_squared_error: 0.7655, scimark_benchmark: 1284.7311, usercpu_time_millis: 67.436, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 67.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8877, f_measure: 0.8499, kappa: 0.6626, kb_relative_information_score: 6144.2674, mean_absolute_error: 0.2746, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8517, predictive_accuracy: 0.8489, prior_entropy: 0.9135, recall: 0.8489, relative_absolute_error: 0.6223, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3599, root_relative_squared_error: 0.7663, scimark_benchmark: 1258.3852, usercpu_time_millis: 140.77, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 140.749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8877, f_measure: 0.85, kappa: 0.6627, kb_relative_information_score: 6145.0717, mean_absolute_error: 0.2746, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8517, predictive_accuracy: 0.849, prior_entropy: 0.9135, recall: 0.849, relative_absolute_error: 0.6223, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3599, root_relative_squared_error: 0.7663, scimark_benchmark: 1274.6907, usercpu_time_millis: 112.127, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 112.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8887, f_measure: 0.8488, kappa: 0.6602, kb_relative_information_score: 6036.5404, mean_absolute_error: 0.2781, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8506, predictive_accuracy: 0.8477, prior_entropy: 0.9135, recall: 0.8477, relative_absolute_error: 0.6302, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.7669, scimark_benchmark: 1258.8095, usercpu_time_millis: 208.813, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 208.793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.9403, kappa: 0.8623, kb_relative_information_score: 12281.7147, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9454, predictive_accuracy: 0.9418, prior_entropy: 0.9135, recall: 0.9418, relative_absolute_error: 0.2269, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2185, root_relative_squared_error: 0.4651, scimark_benchmark: 1263.7463, usercpu_time_millis: 347.034, usercpu_time_millis_testing: 7.052, usercpu_time_millis_training: 339.982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8868, f_measure: 0.851, kappa: 0.6645, kb_relative_information_score: 6212.5385, mean_absolute_error: 0.2728, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8523, predictive_accuracy: 0.8502, prior_entropy: 0.9135, recall: 0.8502, relative_absolute_error: 0.6182, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3585, root_relative_squared_error: 0.7632, scimark_benchmark: 1277.115, usercpu_time_millis: 99.142, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 99.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8868, f_measure: 0.851, kappa: 0.6645, kb_relative_information_score: 6212.9987, mean_absolute_error: 0.2728, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8523, predictive_accuracy: 0.8502, prior_entropy: 0.9135, recall: 0.8502, relative_absolute_error: 0.6182, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3585, root_relative_squared_error: 0.7632, scimark_benchmark: 1250.1128, usercpu_time_millis: 247.697, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 247.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8864, f_measure: 0.8491, kappa: 0.6589, kb_relative_information_score: 5883.0798, mean_absolute_error: 0.2828, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8495, predictive_accuracy: 0.8488, prior_entropy: 0.9135, recall: 0.8488, relative_absolute_error: 0.641, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.7708, scimark_benchmark: 1256.7301, usercpu_time_millis: 81.202, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 81.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, f_measure: 0.9321, kappa: 0.8429, kb_relative_information_score: 10472.7255, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9399, predictive_accuracy: 0.9342, prior_entropy: 0.9135, recall: 0.9342, relative_absolute_error: 0.3756, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.245, root_relative_squared_error: 0.5215, scimark_benchmark: 1280.6156, usercpu_time_millis: 293.186, usercpu_time_millis_testing: 4.896, usercpu_time_millis_training: 288.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8867, f_measure: 0.8511, kappa: 0.6646, kb_relative_information_score: 6213.4332, mean_absolute_error: 0.2727, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8523, predictive_accuracy: 0.8502, prior_entropy: 0.9135, recall: 0.8502, relative_absolute_error: 0.6181, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3585, root_relative_squared_error: 0.7632, scimark_benchmark: 1261.3022, usercpu_time_millis: 270.608, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 270.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8863, f_measure: 0.8449, kappa: 0.6457, kb_relative_information_score: 5347.5299, mean_absolute_error: 0.299, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8444, predictive_accuracy: 0.8464, prior_entropy: 0.9135, recall: 0.8464, relative_absolute_error: 0.6776, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3697, root_relative_squared_error: 0.7871, scimark_benchmark: 1260.8892, usercpu_time_millis: 16.551, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 16.532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8872, f_measure: 0.8508, kappa: 0.6639, kb_relative_information_score: 6206.4663, mean_absolute_error: 0.273, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8521, predictive_accuracy: 0.8499, prior_entropy: 0.9135, recall: 0.8499, relative_absolute_error: 0.6186, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3586, root_relative_squared_error: 0.7634, scimark_benchmark: 1282.585, usercpu_time_millis: 27.547, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 27.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8878, f_measure: 0.8507, kappa: 0.6641, kb_relative_information_score: 6193.8565, mean_absolute_error: 0.2733, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8522, predictive_accuracy: 0.8498, prior_entropy: 0.9135, recall: 0.8498, relative_absolute_error: 0.6195, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.7638, scimark_benchmark: 1258.2551, usercpu_time_millis: 34.048, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 34.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8863, f_measure: 0.8482, kappa: 0.6553, kb_relative_information_score: 5657.12, mean_absolute_error: 0.2897, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8479, predictive_accuracy: 0.8485, prior_entropy: 0.9135, recall: 0.8485, relative_absolute_error: 0.6565, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3651, root_relative_squared_error: 0.7772, scimark_benchmark: 1278.4691, usercpu_time_millis: 230.492, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 230.474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.9403, kappa: 0.863, kb_relative_information_score: 12325.5219, mean_absolute_error: 0.0972, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9424, predictive_accuracy: 0.9413, prior_entropy: 0.9135, recall: 0.9413, relative_absolute_error: 0.2204, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.457, scimark_benchmark: 1259.6994, usercpu_time_millis: 820.217, usercpu_time_millis_testing: 12.898, usercpu_time_millis_training: 807.319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.9293, kappa: 0.8364, kb_relative_information_score: 6227.3324, mean_absolute_error: 0.3006, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9378, predictive_accuracy: 0.9316, prior_entropy: 0.9135, recall: 0.9316, relative_absolute_error: 0.6813, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3309, root_relative_squared_error: 0.7045, scimark_benchmark: 1280.3391, usercpu_time_millis: 433.718, usercpu_time_millis_testing: 8.79, usercpu_time_millis_training: 424.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9543, kappa: 0.8951, kb_relative_information_score: 13051.1271, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.956, predictive_accuracy: 0.9549, prior_entropy: 0.9135, recall: 0.9549, relative_absolute_error: 0.1709, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1888, root_relative_squared_error: 0.402, scimark_benchmark: 1239.7461, usercpu_time_millis: 577.401, usercpu_time_millis_testing: 14.662, usercpu_time_millis_training: 562.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.952, kappa: 0.8899, kb_relative_information_score: 12946.8055, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9543, predictive_accuracy: 0.9528, prior_entropy: 0.9135, recall: 0.9528, relative_absolute_error: 0.1787, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1917, root_relative_squared_error: 0.4082, scimark_benchmark: 1260.3006, usercpu_time_millis: 333.953, usercpu_time_millis_testing: 9.839, usercpu_time_millis_training: 324.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9452, kappa: 0.8738, kb_relative_information_score: 12638.5387, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9488, predictive_accuracy: 0.9463, prior_entropy: 0.9135, recall: 0.9463, relative_absolute_error: 0.2005, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.4337, scimark_benchmark: 1265.1581, usercpu_time_millis: 99.314, usercpu_time_millis_testing: 3.765, usercpu_time_millis_training: 95.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.9431, kappa: 0.869, kb_relative_information_score: 12436.1117, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9475, predictive_accuracy: 0.9444, prior_entropy: 0.9135, recall: 0.9444, relative_absolute_error: 0.2154, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.4484, scimark_benchmark: 1258.7926, usercpu_time_millis: 389.818, usercpu_time_millis_testing: 17.061, usercpu_time_millis_training: 372.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9583, f_measure: 0.9326, kappa: 0.844, kb_relative_information_score: 11919.1038, mean_absolute_error: 0.1113, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9403, predictive_accuracy: 0.9346, prior_entropy: 0.9135, recall: 0.9346, relative_absolute_error: 0.2523, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.4915, scimark_benchmark: 1255.9817, usercpu_time_millis: 107.264, usercpu_time_millis_testing: 5.808, usercpu_time_millis_training: 101.456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.9324, kappa: 0.8437, kb_relative_information_score: 12040.5635, mean_absolute_error: 0.107, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9401, predictive_accuracy: 0.9345, prior_entropy: 0.9135, recall: 0.9345, relative_absolute_error: 0.2425, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2263, root_relative_squared_error: 0.4818, scimark_benchmark: 1235.9466, usercpu_time_millis: 362.815, usercpu_time_millis_testing: 22.744, usercpu_time_millis_training: 340.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9718, f_measure: 0.9411, kappa: 0.8642, kb_relative_information_score: 12369.0001, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9462, predictive_accuracy: 0.9426, prior_entropy: 0.9135, recall: 0.9426, relative_absolute_error: 0.2189, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2149, root_relative_squared_error: 0.4575, scimark_benchmark: 1261.8317, usercpu_time_millis: 577.987, usercpu_time_millis_testing: 19.783, usercpu_time_millis_training: 558.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.934, kappa: 0.8473, kb_relative_information_score: 10072.1248, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9412, predictive_accuracy: 0.9359, prior_entropy: 0.9135, recall: 0.9359, relative_absolute_error: 0.4081, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2444, root_relative_squared_error: 0.5204, scimark_benchmark: 1232.0879, usercpu_time_millis: 334.442, usercpu_time_millis_testing: 26.095, usercpu_time_millis_training: 308.347,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9741, f_measure: 0.9409, kappa: 0.8636, kb_relative_information_score: 10556.4623, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9462, predictive_accuracy: 0.9424, prior_entropy: 0.9135, recall: 0.9424, relative_absolute_error: 0.375, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2296, root_relative_squared_error: 0.4889, scimark_benchmark: 1254.1179, usercpu_time_millis: 515.902, usercpu_time_millis_testing: 34.894, usercpu_time_millis_training: 481.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9517, kappa: 0.889, kb_relative_information_score: 12952.0231, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9541, predictive_accuracy: 0.9525, prior_entropy: 0.9135, recall: 0.9525, relative_absolute_error: 0.1787, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1909, root_relative_squared_error: 0.4065, scimark_benchmark: 1239.1349, usercpu_time_millis: 925.961, usercpu_time_millis_testing: 38.084, usercpu_time_millis_training: 887.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1280.322, usercpu_time_millis: 0.95, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1297.0686, usercpu_time_millis: 0.966, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1293.5638, usercpu_time_millis: 1.29, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 1.243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1297.492, usercpu_time_millis: 0.961, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1274.875, usercpu_time_millis: 0.501, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.484,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1297.366, usercpu_time_millis: 0.732, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1298.731, usercpu_time_millis: 0.641, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1285.9172, usercpu_time_millis: 0.701, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1289.3358, usercpu_time_millis: 0.015, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: -0.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.9461, kappa: 0.876, kb_relative_information_score: 12710.1403, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9492, predictive_accuracy: 0.9471, prior_entropy: 0.9135, recall: 0.9471, relative_absolute_error: 0.1951, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2021, root_relative_squared_error: 0.4303, scimark_benchmark: 1235.9687, usercpu_time_millis: 450.397, usercpu_time_millis_testing: 12.173, usercpu_time_millis_training: 438.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9466, kappa: 0.8771, kb_relative_information_score: 12721.6787, mean_absolute_error: 0.086, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9499, predictive_accuracy: 0.9476, prior_entropy: 0.9135, recall: 0.9476, relative_absolute_error: 0.1949, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2, root_relative_squared_error: 0.4257, scimark_benchmark: 1242.6334, usercpu_time_millis: 647.456, usercpu_time_millis_testing: 28.848, usercpu_time_millis_training: 618.608,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1275.9134, usercpu_time_millis: 0.928, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.908,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1297.6941, usercpu_time_millis: 1.142, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 1.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1278.1154, usercpu_time_millis: 1.053, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 1.03,
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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

OpenML bootcamp

From your own software

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

OpenML APIs