OpenML
Supervised Classification on nomao

Supervised Classification on nomao

Task 145854 Supervised Classification nomao 32334 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9607, kappa: 0.9037, kb_relative_information_score: 29363.5788, mean_absolute_error: 0.0625, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9607, predictive_accuracy: 0.9607, prior_entropy: 0.863, recall: 0.9607, relative_absolute_error: 0.1532, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.3791, scimark_benchmark: 1305.6756, usercpu_time_millis: 4502.827, usercpu_time_millis_testing: 7.692, usercpu_time_millis_training: 4495.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9429, kappa: 0.8592, kb_relative_information_score: 26171.8464, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9428, predictive_accuracy: 0.9432, prior_entropy: 0.863, recall: 0.9432, relative_absolute_error: 0.2551, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.46, scimark_benchmark: 1252.6497, usercpu_time_millis: 9830.584, usercpu_time_millis_testing: 25.317, usercpu_time_millis_training: 9805.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9595, kappa: 0.9005, kb_relative_information_score: 28448.4981, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.863, recall: 0.9596, relative_absolute_error: 0.1854, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.393, scimark_benchmark: 1262.6239, usercpu_time_millis: 3574.653, usercpu_time_millis_testing: 59.227, usercpu_time_millis_training: 3515.426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9676, kappa: 0.9206, kb_relative_information_score: 29648.734, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9676, predictive_accuracy: 0.9677, prior_entropy: 0.863, recall: 0.9677, relative_absolute_error: 0.1486, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.3544, scimark_benchmark: 1301.4525, usercpu_time_millis: 6865.15, usercpu_time_millis_testing: 37.972, usercpu_time_millis_training: 6827.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9466, kappa: 0.8689, kb_relative_information_score: 27877.4641, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9465, predictive_accuracy: 0.9467, prior_entropy: 0.863, recall: 0.9467, relative_absolute_error: 0.1952, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4367, scimark_benchmark: 1299.0977, usercpu_time_millis: 606.968, usercpu_time_millis_testing: 0.869, usercpu_time_millis_training: 606.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9652, kappa: 0.9144, kb_relative_information_score: 28870.9129, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9651, predictive_accuracy: 0.9653, prior_entropy: 0.863, recall: 0.9653, relative_absolute_error: 0.1762, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.3666, scimark_benchmark: 1245.309, usercpu_time_millis: 1118.646, usercpu_time_millis_testing: 39.185, usercpu_time_millis_training: 1079.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9665, kappa: 0.9177, kb_relative_information_score: 29444.4395, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9664, predictive_accuracy: 0.9665, prior_entropy: 0.863, recall: 0.9665, relative_absolute_error: 0.155, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.163, root_relative_squared_error: 0.3609, scimark_benchmark: 1302.0497, usercpu_time_millis: 10162.208, usercpu_time_millis_testing: 62.778, usercpu_time_millis_training: 10099.43,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9409, kappa: 0.8547, kb_relative_information_score: 26644.0631, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9408, predictive_accuracy: 0.9411, prior_entropy: 0.863, recall: 0.9411, relative_absolute_error: 0.236, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.462, scimark_benchmark: 1282.8134, usercpu_time_millis: 8023.638, usercpu_time_millis_testing: 0.987, usercpu_time_millis_training: 8022.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9651, kappa: 0.9143, kb_relative_information_score: 29188.0685, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9651, predictive_accuracy: 0.9652, prior_entropy: 0.863, recall: 0.9652, relative_absolute_error: 0.163, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.369, scimark_benchmark: 1258.6534, usercpu_time_millis: 6536.782, usercpu_time_millis_testing: 56.558, usercpu_time_millis_training: 6480.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9624, kappa: 0.9077, kb_relative_information_score: 29745.8748, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9623, predictive_accuracy: 0.9624, prior_entropy: 0.863, recall: 0.9624, relative_absolute_error: 0.1411, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.3739, scimark_benchmark: 1262.2925, usercpu_time_millis: 12451.646, usercpu_time_millis_testing: 50.198, usercpu_time_millis_training: 12401.448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.971, f_measure: 0.9081, kappa: 0.7725, kb_relative_information_score: 19143.3, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.908, predictive_accuracy: 0.9092, prior_entropy: 0.863, recall: 0.9092, relative_absolute_error: 0.4902, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2655, root_relative_squared_error: 0.5878, scimark_benchmark: 1307.3899, usercpu_time_millis: 7839.182, usercpu_time_millis_testing: 23.136, usercpu_time_millis_training: 7816.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9302, kappa: 0.8281, kb_relative_information_score: 23452.0047, mean_absolute_error: 0.1392, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9301, predictive_accuracy: 0.9306, prior_entropy: 0.863, recall: 0.9306, relative_absolute_error: 0.3411, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2357, root_relative_squared_error: 0.5219, scimark_benchmark: 1291.9314, usercpu_time_millis: 3990.97, usercpu_time_millis_testing: 0.817, usercpu_time_millis_training: 3990.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9339, kappa: 0.8374, kb_relative_information_score: 24872.8551, mean_absolute_error: 0.1201, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9337, predictive_accuracy: 0.9341, prior_entropy: 0.863, recall: 0.9341, relative_absolute_error: 0.2943, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.4964, scimark_benchmark: 1310.7189, usercpu_time_millis: 3167.378, usercpu_time_millis_testing: 0.882, usercpu_time_millis_training: 3166.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9656, kappa: 0.9155, kb_relative_information_score: 29625.2881, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9655, predictive_accuracy: 0.9656, prior_entropy: 0.863, recall: 0.9656, relative_absolute_error: 0.1476, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.3633, scimark_benchmark: 1299.8726, usercpu_time_millis: 5743.783, usercpu_time_millis_testing: 18.663, usercpu_time_millis_training: 5725.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9483, kappa: 0.8721, kb_relative_information_score: 28176.5279, mean_absolute_error: 0.0782, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9486, predictive_accuracy: 0.9488, prior_entropy: 0.863, recall: 0.9488, relative_absolute_error: 0.1916, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1954, root_relative_squared_error: 0.4325, scimark_benchmark: 1294.6517, usercpu_time_millis: 14484.51, usercpu_time_millis_testing: 105.834, usercpu_time_millis_training: 14378.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9487, kappa: 0.874, kb_relative_information_score: 27951.2114, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9486, predictive_accuracy: 0.9488, prior_entropy: 0.863, recall: 0.9488, relative_absolute_error: 0.1951, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.427, scimark_benchmark: 1289.5989, usercpu_time_millis: 926.914, usercpu_time_millis_testing: 3.243, usercpu_time_millis_training: 923.671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9457, kappa: 0.8666, kb_relative_information_score: 27623.148, mean_absolute_error: 0.0833, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9456, predictive_accuracy: 0.9458, prior_entropy: 0.863, recall: 0.9458, relative_absolute_error: 0.2042, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.4402, scimark_benchmark: 1295.9371, usercpu_time_millis: 11135.448, usercpu_time_millis_testing: 0.927, usercpu_time_millis_training: 11134.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9652, kappa: 0.9147, kb_relative_information_score: 29416.6897, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9652, predictive_accuracy: 0.9653, prior_entropy: 0.863, recall: 0.9653, relative_absolute_error: 0.1551, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.3658, scimark_benchmark: 1265.8617, usercpu_time_millis: 5294.189, usercpu_time_millis_testing: 19.714, usercpu_time_millis_training: 5274.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9594, kappa: 0.9002, kb_relative_information_score: 28469.0001, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9593, predictive_accuracy: 0.9595, prior_entropy: 0.863, recall: 0.9595, relative_absolute_error: 0.1846, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.393, scimark_benchmark: 1271.0941, usercpu_time_millis: 5336.674, usercpu_time_millis_testing: 89.474, usercpu_time_millis_training: 5247.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9655, kappa: 0.9153, kb_relative_information_score: 29446.1153, mean_absolute_error: 0.063, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9655, predictive_accuracy: 0.9656, prior_entropy: 0.863, recall: 0.9656, relative_absolute_error: 0.1545, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1642, root_relative_squared_error: 0.3635, scimark_benchmark: 1237.5808, usercpu_time_millis: 7859.311, usercpu_time_millis_testing: 32.052, usercpu_time_millis_training: 7827.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.95, kappa: 0.8773, kb_relative_information_score: 28351.541, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9499, predictive_accuracy: 0.95, prior_entropy: 0.863, recall: 0.95, relative_absolute_error: 0.1808, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1918, root_relative_squared_error: 0.4245, scimark_benchmark: 1281.9481, usercpu_time_millis: 11423.561, usercpu_time_millis_testing: 66.461, usercpu_time_millis_training: 11357.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.964, kappa: 0.9117, kb_relative_information_score: 29565.2035, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.964, predictive_accuracy: 0.9641, prior_entropy: 0.863, recall: 0.9641, relative_absolute_error: 0.147, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1687, root_relative_squared_error: 0.3735, scimark_benchmark: 1238.4319, usercpu_time_millis: 252.657, usercpu_time_millis_testing: 3.514, usercpu_time_millis_training: 249.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.9378, kappa: 0.847, kb_relative_information_score: 25526.3394, mean_absolute_error: 0.112, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9376, predictive_accuracy: 0.938, prior_entropy: 0.863, recall: 0.938, relative_absolute_error: 0.2745, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2167, root_relative_squared_error: 0.4798, scimark_benchmark: 1307.9874, usercpu_time_millis: 9343.019, usercpu_time_millis_testing: 0.881, usercpu_time_millis_training: 9342.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9667, kappa: 0.9184, kb_relative_information_score: 29514.9314, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9667, predictive_accuracy: 0.9668, prior_entropy: 0.863, recall: 0.9668, relative_absolute_error: 0.153, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.3572, scimark_benchmark: 1284.9987, usercpu_time_millis: 4817.911, usercpu_time_millis_testing: 37.771, usercpu_time_millis_training: 4780.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9545, kappa: 0.8876, kb_relative_information_score: 28811.0455, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9546, predictive_accuracy: 0.9548, prior_entropy: 0.863, recall: 0.9548, relative_absolute_error: 0.1728, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.4097, scimark_benchmark: 1294.1535, usercpu_time_millis: 16832.677, usercpu_time_millis_testing: 85.769, usercpu_time_millis_training: 16746.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9543, kappa: 0.8872, kb_relative_information_score: 28804.6992, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9545, predictive_accuracy: 0.9547, prior_entropy: 0.863, recall: 0.9547, relative_absolute_error: 0.173, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4101, scimark_benchmark: 1301.14, usercpu_time_millis: 16954.243, usercpu_time_millis_testing: 85.617, usercpu_time_millis_training: 16868.626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9651, kappa: 0.9143, kb_relative_information_score: 29291.6388, mean_absolute_error: 0.065, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.965, predictive_accuracy: 0.9651, prior_entropy: 0.863, recall: 0.9651, relative_absolute_error: 0.1594, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.3665, scimark_benchmark: 1278.5459, usercpu_time_millis: 4003.241, usercpu_time_millis_testing: 38.37, usercpu_time_millis_training: 3964.871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9464, f_measure: 0.8914, kappa: 0.728, kb_relative_information_score: 8623.6126, mean_absolute_error: 0.3269, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8934, predictive_accuracy: 0.8944, prior_entropy: 0.863, recall: 0.8944, relative_absolute_error: 0.801, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3515, root_relative_squared_error: 0.7781, scimark_benchmark: 1298.2634, usercpu_time_millis: 1525.955, usercpu_time_millis_testing: 3.546, usercpu_time_millis_training: 1522.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9667, kappa: 0.9183, kb_relative_information_score: 29560.4345, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9667, predictive_accuracy: 0.9667, prior_entropy: 0.863, recall: 0.9667, relative_absolute_error: 0.151, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1624, root_relative_squared_error: 0.3596, scimark_benchmark: 1292.1414, usercpu_time_millis: 17641.527, usercpu_time_millis_testing: 67.186, usercpu_time_millis_training: 17574.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9431, kappa: 0.859, kb_relative_information_score: 25295.0064, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9435, predictive_accuracy: 0.9438, prior_entropy: 0.863, recall: 0.9438, relative_absolute_error: 0.2952, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.4624, scimark_benchmark: 1291.283, usercpu_time_millis: 8762.28, usercpu_time_millis_testing: 14.903, usercpu_time_millis_training: 8747.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.9262, kappa: 0.8157, kb_relative_information_score: 17898.1462, mean_absolute_error: 0.2189, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9279, predictive_accuracy: 0.9278, prior_entropy: 0.863, recall: 0.9278, relative_absolute_error: 0.5364, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.5964, scimark_benchmark: 1284.0922, usercpu_time_millis: 10912.136, usercpu_time_millis_testing: 18.116, usercpu_time_millis_training: 10894.02,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9454, kappa: 0.866, kb_relative_information_score: 27575.7655, mean_absolute_error: 0.084, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9453, predictive_accuracy: 0.9455, prior_entropy: 0.863, recall: 0.9455, relative_absolute_error: 0.2058, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.199, root_relative_squared_error: 0.4405, scimark_benchmark: 1310.6471, usercpu_time_millis: 7680.394, usercpu_time_millis_testing: 1.006, usercpu_time_millis_training: 7679.388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9662, kappa: 0.917, kb_relative_information_score: 29866.9814, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9661, predictive_accuracy: 0.9662, prior_entropy: 0.863, recall: 0.9662, relative_absolute_error: 0.1389, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1629, root_relative_squared_error: 0.3606, scimark_benchmark: 1240.9377, usercpu_time_millis: 8115.118, usercpu_time_millis_testing: 21.046, usercpu_time_millis_training: 8094.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.966, kappa: 0.9165, kb_relative_information_score: 29452.3284, mean_absolute_error: 0.063, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9659, predictive_accuracy: 0.966, prior_entropy: 0.863, recall: 0.966, relative_absolute_error: 0.1544, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1639, root_relative_squared_error: 0.3629, scimark_benchmark: 1275.7405, usercpu_time_millis: 3503.622, usercpu_time_millis_testing: 17.1, usercpu_time_millis_training: 3486.522,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.8812, kappa: 0.7082, kb_relative_information_score: 18507.005, mean_absolute_error: 0.201, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.881, predictive_accuracy: 0.8815, prior_entropy: 0.863, recall: 0.8815, relative_absolute_error: 0.4925, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3173, root_relative_squared_error: 0.7025, scimark_benchmark: 1311.9929, usercpu_time_millis: 14.094, usercpu_time_millis_testing: 0.571, usercpu_time_millis_training: 13.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1308.5882, usercpu_time_millis: 13.122, usercpu_time_millis_testing: 0.593, usercpu_time_millis_training: 12.529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9466, kappa: 0.8691, kb_relative_information_score: 27858.9243, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9466, predictive_accuracy: 0.9467, prior_entropy: 0.863, recall: 0.9467, relative_absolute_error: 0.1958, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.4371, scimark_benchmark: 1305.5541, usercpu_time_millis: 9662.692, usercpu_time_millis_testing: 0.896, usercpu_time_millis_training: 9661.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1310.8524, usercpu_time_millis: 13.33, usercpu_time_millis_testing: 0.652, usercpu_time_millis_training: 12.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1310.1421, usercpu_time_millis: 12.149, usercpu_time_millis_testing: 0.62, usercpu_time_millis_training: 11.529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.855, kappa: 0.6497, kb_relative_information_score: 15466.9428, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8581, predictive_accuracy: 0.8532, prior_entropy: 0.863, recall: 0.8532, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.7591, scimark_benchmark: 1306.56, usercpu_time_millis: 11.857, usercpu_time_millis_testing: 0.576, usercpu_time_millis_training: 11.281,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8683, f_measure: 0.8976, kappa: 0.746, kb_relative_information_score: 20437.8921, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8975, predictive_accuracy: 0.8991, prior_entropy: 0.863, recall: 0.8991, relative_absolute_error: 0.4397, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.6639, scimark_benchmark: 1307.1542, usercpu_time_millis: 12.921, usercpu_time_millis_testing: 0.643, usercpu_time_millis_training: 12.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8683, f_measure: 0.8976, kappa: 0.746, kb_relative_information_score: 20437.8921, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8975, predictive_accuracy: 0.8991, prior_entropy: 0.863, recall: 0.8991, relative_absolute_error: 0.4397, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.6639, scimark_benchmark: 1303.3914, usercpu_time_millis: 15.651, usercpu_time_millis_testing: 0.774, usercpu_time_millis_training: 14.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.855, kappa: 0.6497, kb_relative_information_score: 15466.9428, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8581, predictive_accuracy: 0.8532, prior_entropy: 0.863, recall: 0.8532, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.7591, scimark_benchmark: 1318.0171, usercpu_time_millis: 12.585, usercpu_time_millis_testing: 0.458, usercpu_time_millis_training: 12.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.855, kappa: 0.6497, kb_relative_information_score: 15466.9428, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8581, predictive_accuracy: 0.8532, prior_entropy: 0.863, recall: 0.8532, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.7591, scimark_benchmark: 1315.0812, usercpu_time_millis: 14.114, usercpu_time_millis_testing: 0.815, usercpu_time_millis_training: 13.299,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1305.6141, usercpu_time_millis: 11.179, usercpu_time_millis_testing: 0.468, usercpu_time_millis_training: 10.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.855, kappa: 0.6497, kb_relative_information_score: 15466.9428, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8581, predictive_accuracy: 0.8532, prior_entropy: 0.863, recall: 0.8532, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.7591, scimark_benchmark: 1311.2118, usercpu_time_millis: 13.654, usercpu_time_millis_testing: 0.603, usercpu_time_millis_training: 13.051,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8683, f_measure: 0.8976, kappa: 0.746, kb_relative_information_score: 20437.8921, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8975, predictive_accuracy: 0.8991, prior_entropy: 0.863, recall: 0.8991, relative_absolute_error: 0.4397, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.6639, scimark_benchmark: 1303.4875, usercpu_time_millis: 15.999, usercpu_time_millis_testing: 0.684, usercpu_time_millis_training: 15.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8683, f_measure: 0.8976, kappa: 0.746, kb_relative_information_score: 20437.8921, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8975, predictive_accuracy: 0.8991, prior_entropy: 0.863, recall: 0.8991, relative_absolute_error: 0.4397, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.6639, scimark_benchmark: 1317.7157, usercpu_time_millis: 12.707, usercpu_time_millis_testing: 0.48, usercpu_time_millis_training: 12.227,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.855, kappa: 0.6497, kb_relative_information_score: 15466.9428, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8581, predictive_accuracy: 0.8532, prior_entropy: 0.863, recall: 0.8532, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.7591, scimark_benchmark: 1303.5508, usercpu_time_millis: 13.138, usercpu_time_millis_testing: 0.515, usercpu_time_millis_training: 12.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.855, kappa: 0.6497, kb_relative_information_score: 15466.9428, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8581, predictive_accuracy: 0.8532, prior_entropy: 0.863, recall: 0.8532, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.7591, scimark_benchmark: 1303.8252, usercpu_time_millis: 12.02, usercpu_time_millis_testing: 0.541, usercpu_time_millis_training: 11.479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1298.5113, usercpu_time_millis: 10.718, usercpu_time_millis_testing: 0.538, usercpu_time_millis_training: 10.18,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, f_measure: 0.9072, kappa: 0.766, kb_relative_information_score: 22183.0473, mean_absolute_error: 0.1558, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9136, predictive_accuracy: 0.9109, prior_entropy: 0.863, recall: 0.9109, relative_absolute_error: 0.3819, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2796, root_relative_squared_error: 0.6191, scimark_benchmark: 1300.224, usercpu_time_millis: 16.485, usercpu_time_millis_testing: 0.562, usercpu_time_millis_training: 15.923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1312.4928, usercpu_time_millis: 13.458, usercpu_time_millis_testing: 0.652, usercpu_time_millis_training: 12.806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.855, kappa: 0.6497, kb_relative_information_score: 15466.9428, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8581, predictive_accuracy: 0.8532, prior_entropy: 0.863, recall: 0.8532, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.7591, scimark_benchmark: 1311.1466, usercpu_time_millis: 13.343, usercpu_time_millis_testing: 0.694, usercpu_time_millis_training: 12.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1303.869, usercpu_time_millis: 11.341, usercpu_time_millis_testing: 0.514, usercpu_time_millis_training: 10.827,

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