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: 0.9941, f_measure: 0.9658, kappa: 0.916, kb_relative_information_score: 28826.1727, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9658, predictive_accuracy: 0.9659, prior_entropy: 0.863, recall: 0.9659, relative_absolute_error: 0.1784, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.3657, scimark_benchmark: 1268.8163, usercpu_time_millis: 851.795, usercpu_time_millis_testing: 29.8, usercpu_time_millis_training: 821.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9649, kappa: 0.9137, kb_relative_information_score: 29081.0947, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9648, predictive_accuracy: 0.9649, prior_entropy: 0.863, recall: 0.9649, relative_absolute_error: 0.1667, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1665, root_relative_squared_error: 0.3687, scimark_benchmark: 1235.2246, usercpu_time_millis: 4003.26, usercpu_time_millis_testing: 58.42, usercpu_time_millis_training: 3944.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9577, kappa: 0.8961, kb_relative_information_score: 27713.8532, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9577, predictive_accuracy: 0.9578, prior_entropy: 0.863, recall: 0.9578, relative_absolute_error: 0.2098, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1838, root_relative_squared_error: 0.4069, scimark_benchmark: 1253.4667, usercpu_time_millis: 1944.406, usercpu_time_millis_testing: 50.149, usercpu_time_millis_training: 1894.257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9555, kappa: 0.8903, kb_relative_information_score: 26948.9678, mean_absolute_error: 0.097, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9555, predictive_accuracy: 0.9558, prior_entropy: 0.863, recall: 0.9558, relative_absolute_error: 0.2378, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1894, root_relative_squared_error: 0.4193, scimark_benchmark: 1279.5335, usercpu_time_millis: 1551.206, usercpu_time_millis_testing: 57.058, usercpu_time_millis_training: 1494.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9409, kappa: 0.8539, kb_relative_information_score: 25960.3263, mean_absolute_error: 0.1062, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.941, predictive_accuracy: 0.9414, prior_entropy: 0.863, recall: 0.9414, relative_absolute_error: 0.2602, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.4642, scimark_benchmark: 1255.823, usercpu_time_millis: 1568.399, usercpu_time_millis_testing: 38.374, usercpu_time_millis_training: 1530.025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9162, kappa: 0.7888, kb_relative_information_score: 18017.7038, mean_absolute_error: 0.218, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9223, predictive_accuracy: 0.9193, prior_entropy: 0.863, recall: 0.9193, relative_absolute_error: 0.5341, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.6101, scimark_benchmark: 1266.3026, usercpu_time_millis: 95.302, usercpu_time_millis_testing: 6.57, usercpu_time_millis_training: 88.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9575, kappa: 0.8958, kb_relative_information_score: 27922.2109, mean_absolute_error: 0.0822, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9575, predictive_accuracy: 0.9576, prior_entropy: 0.863, recall: 0.9576, relative_absolute_error: 0.2013, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1831, root_relative_squared_error: 0.4053, scimark_benchmark: 1285.0328, usercpu_time_millis: 6935.377, usercpu_time_millis_testing: 97.589, usercpu_time_millis_training: 6837.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9435, kappa: 0.8601, kb_relative_information_score: 25024.1847, mean_absolute_error: 0.1223, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9439, predictive_accuracy: 0.9442, prior_entropy: 0.863, recall: 0.9442, relative_absolute_error: 0.2997, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.468, scimark_benchmark: 1242.2055, usercpu_time_millis: 1341.158, usercpu_time_millis_testing: 45.376, usercpu_time_millis_training: 1295.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9548, kappa: 0.8888, kb_relative_information_score: 27361.7212, mean_absolute_error: 0.0898, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9547, predictive_accuracy: 0.9549, prior_entropy: 0.863, recall: 0.9549, relative_absolute_error: 0.22, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1897, root_relative_squared_error: 0.42, scimark_benchmark: 1280.8812, usercpu_time_millis: 516.652, usercpu_time_millis_testing: 21.216, usercpu_time_millis_training: 495.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9488, kappa: 0.8739, kb_relative_information_score: 26679.9713, mean_absolute_error: 0.0978, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9487, predictive_accuracy: 0.949, prior_entropy: 0.863, recall: 0.949, relative_absolute_error: 0.2396, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.4419, scimark_benchmark: 1271.0097, usercpu_time_millis: 4914.79, usercpu_time_millis_testing: 74.067, usercpu_time_millis_training: 4840.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9594, kappa: 0.9003, kb_relative_information_score: 28289.6815, mean_absolute_error: 0.0779, 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: 0.191, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.3938, scimark_benchmark: 1279.597, usercpu_time_millis: 2500.455, usercpu_time_millis_testing: 68.946, usercpu_time_millis_training: 2431.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9609, kappa: 0.9041, kb_relative_information_score: 28530.5682, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9609, predictive_accuracy: 0.961, prior_entropy: 0.863, recall: 0.961, relative_absolute_error: 0.1836, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1747, root_relative_squared_error: 0.3868, scimark_benchmark: 1267.0177, usercpu_time_millis: 1082.407, usercpu_time_millis_testing: 26.806, usercpu_time_millis_training: 1055.601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9186, kappa: 0.7954, kb_relative_information_score: 22895.1668, mean_absolute_error: 0.1487, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.923, predictive_accuracy: 0.9212, prior_entropy: 0.863, recall: 0.9212, relative_absolute_error: 0.3645, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2387, root_relative_squared_error: 0.5285, scimark_benchmark: 1256.4544, usercpu_time_millis: 817.109, usercpu_time_millis_testing: 41.21, usercpu_time_millis_training: 775.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9675, kappa: 0.9201, kb_relative_information_score: 29592.699, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9674, predictive_accuracy: 0.9675, prior_entropy: 0.863, recall: 0.9675, relative_absolute_error: 0.1511, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.159, root_relative_squared_error: 0.3519, scimark_benchmark: 1255.6145, usercpu_time_millis: 2364.056, usercpu_time_millis_testing: 36.768, usercpu_time_millis_training: 2327.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9609, kappa: 0.9035, kb_relative_information_score: 26378.8875, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9612, predictive_accuracy: 0.9613, prior_entropy: 0.863, recall: 0.9613, relative_absolute_error: 0.2677, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1855, root_relative_squared_error: 0.4108, scimark_benchmark: 1261.9147, usercpu_time_millis: 932.011, usercpu_time_millis_testing: 44.288, usercpu_time_millis_training: 887.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.967, kappa: 0.9191, kb_relative_information_score: 29578.1126, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.967, predictive_accuracy: 0.9671, prior_entropy: 0.863, recall: 0.9671, relative_absolute_error: 0.1509, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1602, root_relative_squared_error: 0.3546, scimark_benchmark: 1283.0829, usercpu_time_millis: 144.379, usercpu_time_millis_testing: 4.978, usercpu_time_millis_training: 139.401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9667, kappa: 0.9183, kb_relative_information_score: 29527.7414, mean_absolute_error: 0.0623, 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: 0.1527, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1605, root_relative_squared_error: 0.3552, scimark_benchmark: 1308.4609, usercpu_time_millis: 866.521, usercpu_time_millis_testing: 14.304, usercpu_time_millis_training: 852.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9403, kappa: 0.8524, kb_relative_information_score: 25848.0375, mean_absolute_error: 0.1077, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9404, predictive_accuracy: 0.9408, prior_entropy: 0.863, recall: 0.9408, relative_absolute_error: 0.264, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.4666, scimark_benchmark: 1266.5048, usercpu_time_millis: 3496.911, usercpu_time_millis_testing: 54.33, usercpu_time_millis_training: 3442.581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9582, kappa: 0.8971, kb_relative_information_score: 27483.4349, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9582, predictive_accuracy: 0.9584, prior_entropy: 0.863, recall: 0.9584, relative_absolute_error: 0.2208, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1829, root_relative_squared_error: 0.4048, scimark_benchmark: 1234.6953, usercpu_time_millis: 583.741, usercpu_time_millis_testing: 19.647, usercpu_time_millis_training: 564.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.9485, kappa: 0.8747, kb_relative_information_score: 28870.8059, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9491, predictive_accuracy: 0.9482, prior_entropy: 0.863, recall: 0.9482, relative_absolute_error: 0.1565, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.4335, scimark_benchmark: 1227.6903, usercpu_time_millis: 43.847, usercpu_time_millis_testing: 2.629, usercpu_time_millis_training: 41.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.956, kappa: 0.8915, kb_relative_information_score: 26881.8595, mean_absolute_error: 0.0985, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9561, predictive_accuracy: 0.9563, prior_entropy: 0.863, recall: 0.9563, relative_absolute_error: 0.2413, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1889, root_relative_squared_error: 0.4181, scimark_benchmark: 1275.2837, usercpu_time_millis: 1883.174, usercpu_time_millis_testing: 71.779, usercpu_time_millis_training: 1811.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9612, kappa: 0.9046, kb_relative_information_score: 28284.0491, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9612, predictive_accuracy: 0.9613, prior_entropy: 0.863, recall: 0.9613, relative_absolute_error: 0.1934, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1753, root_relative_squared_error: 0.3882, scimark_benchmark: 1251.0585, usercpu_time_millis: 789.755, usercpu_time_millis_testing: 40.509, usercpu_time_millis_training: 749.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9635, kappa: 0.9103, kb_relative_information_score: 28834.0805, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9634, predictive_accuracy: 0.9636, prior_entropy: 0.863, recall: 0.9636, relative_absolute_error: 0.1749, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.3737, scimark_benchmark: 1264.3466, usercpu_time_millis: 5329.413, usercpu_time_millis_testing: 90.07, usercpu_time_millis_training: 5239.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9496, kappa: 0.8754, kb_relative_information_score: 25989.6155, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9498, predictive_accuracy: 0.95, prior_entropy: 0.863, recall: 0.95, relative_absolute_error: 0.268, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2012, root_relative_squared_error: 0.4455, scimark_benchmark: 1246.9947, usercpu_time_millis: 99.073, usercpu_time_millis_testing: 4.998, usercpu_time_millis_training: 94.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9666, kappa: 0.918, kb_relative_information_score: 28782.1463, mean_absolute_error: 0.0737, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9666, predictive_accuracy: 0.9667, prior_entropy: 0.863, recall: 0.9667, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1644, root_relative_squared_error: 0.364, scimark_benchmark: 1234.5799, usercpu_time_millis: 1041.176, usercpu_time_millis_testing: 50.062, usercpu_time_millis_training: 991.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.961, kappa: 0.904, kb_relative_information_score: 27766.9124, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.961, predictive_accuracy: 0.9612, prior_entropy: 0.863, recall: 0.9612, relative_absolute_error: 0.2131, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.3938, scimark_benchmark: 1284.9227, usercpu_time_millis: 3166.152, usercpu_time_millis_testing: 99.356, usercpu_time_millis_training: 3066.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9423, kappa: 0.8565, kb_relative_information_score: 22390.3728, mean_absolute_error: 0.1599, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9432, predictive_accuracy: 0.9432, prior_entropy: 0.863, recall: 0.9432, relative_absolute_error: 0.3918, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2327, root_relative_squared_error: 0.5152, scimark_benchmark: 1277.3013, usercpu_time_millis: 155.921, usercpu_time_millis_testing: 12.902, usercpu_time_millis_training: 143.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9492, kappa: 0.8749, kb_relative_information_score: 26547.1316, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9492, predictive_accuracy: 0.9495, prior_entropy: 0.863, recall: 0.9495, relative_absolute_error: 0.2454, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.4419, scimark_benchmark: 1258.4034, usercpu_time_millis: 2975.02, usercpu_time_millis_testing: 79.312, usercpu_time_millis_training: 2895.708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9672, kappa: 0.9194, kb_relative_information_score: 28982.1128, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9672, predictive_accuracy: 0.9673, prior_entropy: 0.863, recall: 0.9673, relative_absolute_error: 0.1744, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1617, root_relative_squared_error: 0.3579, scimark_benchmark: 1245.4939, usercpu_time_millis: 1626.751, usercpu_time_millis_testing: 51.203, usercpu_time_millis_training: 1575.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9403, kappa: 0.8524, kb_relative_information_score: 25681.5759, mean_absolute_error: 0.1105, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9405, predictive_accuracy: 0.9409, prior_entropy: 0.863, recall: 0.9409, relative_absolute_error: 0.2708, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.4678, scimark_benchmark: 1276.9846, usercpu_time_millis: 1820.499, usercpu_time_millis_testing: 48.301, usercpu_time_millis_training: 1772.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9532, kappa: 0.8847, kb_relative_information_score: 26781.127, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9532, predictive_accuracy: 0.9535, prior_entropy: 0.863, recall: 0.9535, relative_absolute_error: 0.241, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1936, root_relative_squared_error: 0.4287, scimark_benchmark: 1232.1967, usercpu_time_millis: 1441.118, usercpu_time_millis_testing: 51.367, usercpu_time_millis_training: 1389.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9683, kappa: 0.9222, kb_relative_information_score: 29454.193, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9683, predictive_accuracy: 0.9684, prior_entropy: 0.863, recall: 0.9684, relative_absolute_error: 0.1574, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1576, root_relative_squared_error: 0.3489, scimark_benchmark: 1281.5409, usercpu_time_millis: 1089.927, usercpu_time_millis_testing: 34.108, usercpu_time_millis_training: 1055.819,
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: 0.9897, f_measure: 0.9505, kappa: 0.8778, kb_relative_information_score: 25807.8457, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9507, predictive_accuracy: 0.951, prior_entropy: 0.863, recall: 0.951, relative_absolute_error: 0.276, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2012, root_relative_squared_error: 0.4455, scimark_benchmark: 1239.6719, usercpu_time_millis: 1511.62, usercpu_time_millis_testing: 52.831, usercpu_time_millis_training: 1458.789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9614, kappa: 0.9052, kb_relative_information_score: 28221.3889, mean_absolute_error: 0.0801, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9614, predictive_accuracy: 0.9616, prior_entropy: 0.863, recall: 0.9616, relative_absolute_error: 0.1962, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1752, root_relative_squared_error: 0.3879, scimark_benchmark: 1231.4255, usercpu_time_millis: 1859.835, usercpu_time_millis_testing: 90.435, usercpu_time_millis_training: 1769.4,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.9293, kappa: 0.8241, kb_relative_information_score: 19994.4867, mean_absolute_error: 0.1886, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9304, predictive_accuracy: 0.9306, prior_entropy: 0.863, recall: 0.9306, relative_absolute_error: 0.4622, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.258, root_relative_squared_error: 0.5712, scimark_benchmark: 1268.3827, usercpu_time_millis: 240.431, usercpu_time_millis_testing: 21.787, usercpu_time_millis_training: 218.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9642, kappa: 0.9121, kb_relative_information_score: 29027.6054, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9642, predictive_accuracy: 0.9643, prior_entropy: 0.863, recall: 0.9643, relative_absolute_error: 0.1685, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1672, root_relative_squared_error: 0.3702, scimark_benchmark: 1265.9275, usercpu_time_millis: 372.531, usercpu_time_millis_testing: 7.675, usercpu_time_millis_training: 364.856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9491, kappa: 0.8745, kb_relative_information_score: 26427.9058, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9491, predictive_accuracy: 0.9494, prior_entropy: 0.863, recall: 0.9494, relative_absolute_error: 0.2496, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.4439, scimark_benchmark: 1301.5713, usercpu_time_millis: 2179.117, usercpu_time_millis_testing: 51.105, usercpu_time_millis_training: 2128.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9555, kappa: 0.8907, kb_relative_information_score: 27543.7201, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9554, predictive_accuracy: 0.9556, prior_entropy: 0.863, recall: 0.9556, relative_absolute_error: 0.2131, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1882, root_relative_squared_error: 0.4167, scimark_benchmark: 1258.0558, usercpu_time_millis: 1045.45, usercpu_time_millis_testing: 22.552, usercpu_time_millis_training: 1022.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9467, kappa: 0.8685, kb_relative_information_score: 26274.7072, mean_absolute_error: 0.1036, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9467, predictive_accuracy: 0.9471, prior_entropy: 0.863, recall: 0.9471, relative_absolute_error: 0.2539, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2035, root_relative_squared_error: 0.4505, scimark_benchmark: 1257.7699, usercpu_time_millis: 838.852, usercpu_time_millis_testing: 37.295, usercpu_time_millis_training: 801.557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9663, kappa: 0.9173, kb_relative_information_score: 29198.3115, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9663, predictive_accuracy: 0.9664, prior_entropy: 0.863, recall: 0.9664, relative_absolute_error: 0.1646, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1626, root_relative_squared_error: 0.3601, scimark_benchmark: 1262.5563, usercpu_time_millis: 381.567, usercpu_time_millis_testing: 12.522, usercpu_time_millis_training: 369.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9454, kappa: 0.8646, kb_relative_information_score: 23002.2495, mean_absolute_error: 0.1522, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9463, predictive_accuracy: 0.9463, prior_entropy: 0.863, recall: 0.9463, relative_absolute_error: 0.373, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.226, root_relative_squared_error: 0.5003, scimark_benchmark: 1266.8291, usercpu_time_millis: 877.278, usercpu_time_millis_testing: 48.199, usercpu_time_millis_training: 829.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9498, kappa: 0.8763, kb_relative_information_score: 26688.2561, mean_absolute_error: 0.098, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9497, predictive_accuracy: 0.95, prior_entropy: 0.863, recall: 0.95, relative_absolute_error: 0.24, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1989, root_relative_squared_error: 0.4402, scimark_benchmark: 1294.9301, usercpu_time_millis: 4282.087, usercpu_time_millis_testing: 84.802, usercpu_time_millis_training: 4197.285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9489, kappa: 0.8736, kb_relative_information_score: 25117.8692, mean_absolute_error: 0.1235, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9491, predictive_accuracy: 0.9493, prior_entropy: 0.863, recall: 0.9493, relative_absolute_error: 0.3027, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.205, root_relative_squared_error: 0.4537, scimark_benchmark: 1301.1085, usercpu_time_millis: 4911.255, usercpu_time_millis_testing: 35.325, usercpu_time_millis_training: 4875.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9471, kappa: 0.8692, kb_relative_information_score: 25791.0022, mean_absolute_error: 0.1117, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9473, predictive_accuracy: 0.9476, prior_entropy: 0.863, recall: 0.9476, relative_absolute_error: 0.2736, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.4526, scimark_benchmark: 1284.053, usercpu_time_millis: 285.032, usercpu_time_millis_testing: 16.5, usercpu_time_millis_training: 268.532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9442, kappa: 0.8619, kb_relative_information_score: 24721.2656, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9447, predictive_accuracy: 0.9449, prior_entropy: 0.863, recall: 0.9449, relative_absolute_error: 0.3112, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.4724, scimark_benchmark: 1280.0871, usercpu_time_millis: 657.604, usercpu_time_millis_testing: 32.79, usercpu_time_millis_training: 624.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9637, kappa: 0.9106, kb_relative_information_score: 27916.5345, mean_absolute_error: 0.0863, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9638, predictive_accuracy: 0.9639, prior_entropy: 0.863, recall: 0.9639, relative_absolute_error: 0.2114, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.3821, scimark_benchmark: 1265.2538, usercpu_time_millis: 184.721, usercpu_time_millis_testing: 8.977, usercpu_time_millis_training: 175.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9597, kappa: 0.9008, kb_relative_information_score: 28089.0032, mean_absolute_error: 0.0811, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9596, predictive_accuracy: 0.9598, prior_entropy: 0.863, recall: 0.9598, relative_absolute_error: 0.1988, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.3949, scimark_benchmark: 1281.0732, usercpu_time_millis: 2897.601, usercpu_time_millis_testing: 94.128, usercpu_time_millis_training: 2803.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9559, kappa: 0.8912, kb_relative_information_score: 26188.4164, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9562, predictive_accuracy: 0.9563, prior_entropy: 0.863, recall: 0.9563, relative_absolute_error: 0.2677, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.4281, scimark_benchmark: 1264.7834, usercpu_time_millis: 1717.821, usercpu_time_millis_testing: 90.985, usercpu_time_millis_training: 1626.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9441, kappa: 0.8615, kb_relative_information_score: 25424.7589, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9444, predictive_accuracy: 0.9447, prior_entropy: 0.863, recall: 0.9447, relative_absolute_error: 0.2854, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.4613, scimark_benchmark: 1243.6305, usercpu_time_millis: 1306.502, usercpu_time_millis_testing: 43.992, usercpu_time_millis_training: 1262.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9401, kappa: 0.8514, kb_relative_information_score: 24279.2643, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9406, predictive_accuracy: 0.9409, prior_entropy: 0.863, recall: 0.9409, relative_absolute_error: 0.3241, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2191, root_relative_squared_error: 0.4851, scimark_benchmark: 1280.608, usercpu_time_millis: 1708.018, usercpu_time_millis_testing: 65.467, usercpu_time_millis_training: 1642.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9571, kappa: 0.8946, kb_relative_information_score: 27603.1239, mean_absolute_error: 0.0873, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9571, predictive_accuracy: 0.9573, prior_entropy: 0.863, recall: 0.9573, relative_absolute_error: 0.2138, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1848, root_relative_squared_error: 0.409, scimark_benchmark: 1300.3499, usercpu_time_millis: 2700.202, usercpu_time_millis_testing: 99.824, usercpu_time_millis_training: 2600.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9514, kappa: 0.8806, kb_relative_information_score: 27004.4515, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9513, predictive_accuracy: 0.9515, prior_entropy: 0.863, recall: 0.9515, relative_absolute_error: 0.2292, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1962, root_relative_squared_error: 0.4343, scimark_benchmark: 1288.2733, usercpu_time_millis: 2770.913, usercpu_time_millis_testing: 57.779, usercpu_time_millis_training: 2713.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.954, kappa: 0.8863, kb_relative_information_score: 25751.9737, mean_absolute_error: 0.1149, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9543, predictive_accuracy: 0.9544, prior_entropy: 0.863, recall: 0.9544, relative_absolute_error: 0.2817, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.4394, scimark_benchmark: 1257.9156, usercpu_time_millis: 680.158, usercpu_time_millis_testing: 32.059, usercpu_time_millis_training: 648.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9636, kappa: 0.9106, kb_relative_information_score: 28562.6278, mean_absolute_error: 0.0762, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9636, predictive_accuracy: 0.9638, prior_entropy: 0.863, recall: 0.9638, relative_absolute_error: 0.1866, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.3738, scimark_benchmark: 1271.1112, usercpu_time_millis: 961.832, usercpu_time_millis_testing: 28.471, usercpu_time_millis_training: 933.361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9569, kappa: 0.8938, kb_relative_information_score: 27305.9196, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9569, predictive_accuracy: 0.9571, prior_entropy: 0.863, recall: 0.9571, relative_absolute_error: 0.2251, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.4126, scimark_benchmark: 1246.5422, usercpu_time_millis: 246.858, usercpu_time_millis_testing: 10.216, usercpu_time_millis_training: 236.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9365, kappa: 0.8422, kb_relative_information_score: 21420.47, mean_absolute_error: 0.1713, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9375, predictive_accuracy: 0.9376, prior_entropy: 0.863, recall: 0.9376, relative_absolute_error: 0.4197, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2437, root_relative_squared_error: 0.5395, scimark_benchmark: 1263.6883, usercpu_time_millis: 640.565, usercpu_time_millis_testing: 41.875, usercpu_time_millis_training: 598.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9644, kappa: 0.9122, kb_relative_information_score: 27941.5056, mean_absolute_error: 0.0863, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9644, predictive_accuracy: 0.9646, prior_entropy: 0.863, recall: 0.9646, relative_absolute_error: 0.2115, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.3794, scimark_benchmark: 1255.033, usercpu_time_millis: 972.428, usercpu_time_millis_testing: 50.764, usercpu_time_millis_training: 921.664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9683, kappa: 0.9223, kb_relative_information_score: 29485.7562, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9683, predictive_accuracy: 0.9684, prior_entropy: 0.863, recall: 0.9684, relative_absolute_error: 0.1562, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1576, root_relative_squared_error: 0.3488, scimark_benchmark: 1268.6811, usercpu_time_millis: 876.501, usercpu_time_millis_testing: 26.697, usercpu_time_millis_training: 849.804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9281, kappa: 0.8194, kb_relative_information_score: 19040.7799, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9326, predictive_accuracy: 0.9304, prior_entropy: 0.863, recall: 0.9304, relative_absolute_error: 0.507, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.5847, scimark_benchmark: 1246.2043, usercpu_time_millis: 1010.033, usercpu_time_millis_testing: 70.754, usercpu_time_millis_training: 939.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9675, kappa: 0.9203, kb_relative_information_score: 29621.9046, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9675, predictive_accuracy: 0.9676, prior_entropy: 0.863, recall: 0.9676, relative_absolute_error: 0.15, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.3516, scimark_benchmark: 1290.4104, usercpu_time_millis: 520.841, usercpu_time_millis_testing: 6.906, usercpu_time_millis_training: 513.935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9647, kappa: 0.9134, kb_relative_information_score: 29174.7411, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9647, predictive_accuracy: 0.9648, prior_entropy: 0.863, recall: 0.9648, relative_absolute_error: 0.1638, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1651, root_relative_squared_error: 0.3656, scimark_benchmark: 1300.7018, usercpu_time_millis: 544.941, usercpu_time_millis_testing: 10.731, usercpu_time_millis_training: 534.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9287, kappa: 0.8222, kb_relative_information_score: 24336.361, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9302, predictive_accuracy: 0.9302, prior_entropy: 0.863, recall: 0.9302, relative_absolute_error: 0.314, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2268, root_relative_squared_error: 0.502, scimark_benchmark: 1294.5589, usercpu_time_millis: 1205.015, usercpu_time_millis_testing: 41.24, usercpu_time_millis_training: 1163.775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9619, kappa: 0.906, kb_relative_information_score: 27510.5064, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9619, predictive_accuracy: 0.9621, prior_entropy: 0.863, recall: 0.9621, relative_absolute_error: 0.2248, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.3926, scimark_benchmark: 1279.635, usercpu_time_millis: 193.795, usercpu_time_millis_testing: 13.675, usercpu_time_millis_training: 180.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9596, kappa: 0.9004, kb_relative_information_score: 27481.8868, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9596, predictive_accuracy: 0.9598, prior_entropy: 0.863, recall: 0.9598, relative_absolute_error: 0.2238, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.18, root_relative_squared_error: 0.3986, scimark_benchmark: 1263.2372, usercpu_time_millis: 642.081, usercpu_time_millis_testing: 44.293, usercpu_time_millis_training: 597.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9689, kappa: 0.9237, kb_relative_information_score: 29432.1973, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9689, predictive_accuracy: 0.969, prior_entropy: 0.863, recall: 0.969, relative_absolute_error: 0.1587, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1571, root_relative_squared_error: 0.3478, scimark_benchmark: 1288.7666, usercpu_time_millis: 416.689, usercpu_time_millis_testing: 16.221, usercpu_time_millis_training: 400.468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9559, kappa: 0.8913, kb_relative_information_score: 27061.863, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9559, predictive_accuracy: 0.9562, prior_entropy: 0.863, recall: 0.9562, relative_absolute_error: 0.2354, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.4141, scimark_benchmark: 1268.8979, usercpu_time_millis: 678.727, usercpu_time_millis_testing: 40.851, usercpu_time_millis_training: 637.876,

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