OpenML
Supervised Classification on bank-marketing

Supervised Classification on bank-marketing

Task 145833 Supervised Classification bank-marketing 22645 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.8949, kappa: 0.4473, kb_relative_information_score: 7924.6756, mean_absolute_error: 0.1351, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.893, predictive_accuracy: 0.9053, prior_entropy: 0.5207, recall: 0.9053, relative_absolute_error: 0.6537, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2542, root_relative_squared_error: 0.791, scimark_benchmark: 1209.9449, usercpu_time_millis: 789.968, usercpu_time_millis_testing: 31.793, usercpu_time_millis_training: 758.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.8646, kappa: 0.2331, kb_relative_information_score: 5022.4401, mean_absolute_error: 0.1508, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8852, predictive_accuracy: 0.8963, prior_entropy: 0.5207, recall: 0.8963, relative_absolute_error: 0.7299, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.8201, scimark_benchmark: 1207.9676, usercpu_time_millis: 1178.85, usercpu_time_millis_testing: 51.747, usercpu_time_millis_training: 1127.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9149, f_measure: 0.8922, kappa: 0.4381, kb_relative_information_score: 7684.2389, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8891, predictive_accuracy: 0.9014, prior_entropy: 0.5207, recall: 0.9014, relative_absolute_error: 0.6484, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.8072, scimark_benchmark: 1190.9276, usercpu_time_millis: 16.96, usercpu_time_millis_testing: 0.768, usercpu_time_millis_training: 16.192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.8995, kappa: 0.4873, kb_relative_information_score: 9888.1091, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8965, predictive_accuracy: 0.9053, prior_entropy: 0.5207, recall: 0.9053, relative_absolute_error: 0.6137, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.7878, scimark_benchmark: 1209.4754, usercpu_time_millis: 1651.434, usercpu_time_millis_testing: 27.368, usercpu_time_millis_training: 1624.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.8991, kappa: 0.478, kb_relative_information_score: 9043.1446, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8965, predictive_accuracy: 0.9068, prior_entropy: 0.5207, recall: 0.9068, relative_absolute_error: 0.6331, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.785, scimark_benchmark: 1194.4274, usercpu_time_millis: 4433.668, usercpu_time_millis_testing: 93.366, usercpu_time_millis_training: 4340.302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, f_measure: 0.885, kappa: 0.3744, kb_relative_information_score: 7196.5647, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8877, predictive_accuracy: 0.9024, prior_entropy: 0.5207, recall: 0.9024, relative_absolute_error: 0.6792, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.7956, scimark_benchmark: 1202.8025, usercpu_time_millis: 2615.564, usercpu_time_millis_testing: 114.029, usercpu_time_millis_training: 2501.535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.9003, kappa: 0.4909, kb_relative_information_score: 9029.5627, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8975, predictive_accuracy: 0.9063, prior_entropy: 0.5207, recall: 0.9063, relative_absolute_error: 0.6283, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2531, root_relative_squared_error: 0.7874, scimark_benchmark: 1203.4922, usercpu_time_millis: 1408.859, usercpu_time_millis_testing: 36.428, usercpu_time_millis_training: 1372.431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, f_measure: 0.8653, kappa: 0.2406, kb_relative_information_score: 4545.6249, mean_absolute_error: 0.1525, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8798, predictive_accuracy: 0.8954, prior_entropy: 0.5207, recall: 0.8954, relative_absolute_error: 0.7379, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2662, root_relative_squared_error: 0.8281, scimark_benchmark: 1208.9334, usercpu_time_millis: 343.917, usercpu_time_millis_testing: 14.879, usercpu_time_millis_training: 329.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.8282, kb_relative_information_score: -2515.4778, mean_absolute_error: 0.1841, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.8909, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2936, root_relative_squared_error: 0.9134, scimark_benchmark: 1208.6215, usercpu_time_millis: 601.948, usercpu_time_millis_testing: 56.335, usercpu_time_millis_training: 545.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9103, f_measure: 0.8462, kappa: 0.1138, kb_relative_information_score: 3842.2869, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8822, predictive_accuracy: 0.8895, prior_entropy: 0.5207, recall: 0.8895, relative_absolute_error: 0.8293, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.278, root_relative_squared_error: 0.8651, scimark_benchmark: 1201.719, usercpu_time_millis: 1555.299, usercpu_time_millis_testing: 106.172, usercpu_time_millis_training: 1449.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6802, f_measure: 0.851, kappa: 0.1608, kb_relative_information_score: -1380.456, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8503, predictive_accuracy: 0.8839, prior_entropy: 0.5207, recall: 0.8839, relative_absolute_error: 0.8879, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3117, root_relative_squared_error: 0.9698, scimark_benchmark: 1210.6669, usercpu_time_millis: 12.647, usercpu_time_millis_testing: 0.813, usercpu_time_millis_training: 11.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8932, kappa: 0.4388, kb_relative_information_score: 7606.6377, mean_absolute_error: 0.1359, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.891, predictive_accuracy: 0.9037, prior_entropy: 0.5207, recall: 0.9037, relative_absolute_error: 0.6577, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.7955, scimark_benchmark: 1214.2473, usercpu_time_millis: 1721.551, usercpu_time_millis_testing: 66.656, usercpu_time_millis_training: 1654.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9238, f_measure: 0.8907, kappa: 0.4188, kb_relative_information_score: 7068.2352, mean_absolute_error: 0.1381, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8895, predictive_accuracy: 0.9033, prior_entropy: 0.5207, recall: 0.9033, relative_absolute_error: 0.6685, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2571, root_relative_squared_error: 0.7999, scimark_benchmark: 1190.3054, usercpu_time_millis: 1036.5, usercpu_time_millis_testing: 39.345, usercpu_time_millis_training: 997.155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.8881, kappa: 0.413, kb_relative_information_score: 5895.1279, mean_absolute_error: 0.1425, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8848, predictive_accuracy: 0.8987, prior_entropy: 0.5207, recall: 0.8987, relative_absolute_error: 0.6899, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2639, root_relative_squared_error: 0.8211, scimark_benchmark: 1198.2429, usercpu_time_millis: 5640.802, usercpu_time_millis_testing: 105.553, usercpu_time_millis_training: 5535.249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.911, f_measure: 0.8786, kappa: 0.3488, kb_relative_information_score: 5445.5559, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8759, predictive_accuracy: 0.8943, prior_entropy: 0.5207, recall: 0.8943, relative_absolute_error: 0.6934, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.8253, scimark_benchmark: 1190.8502, usercpu_time_millis: 5945.571, usercpu_time_millis_testing: 103.041, usercpu_time_millis_training: 5842.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.8282, kb_relative_information_score: 3106.1554, mean_absolute_error: 0.1646, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.7968, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.8522, scimark_benchmark: 1207.8961, usercpu_time_millis: 1055.405, usercpu_time_millis_testing: 78.955, usercpu_time_millis_training: 976.45,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.8759, kappa: 0.3101, kb_relative_information_score: 7124.4952, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8854, predictive_accuracy: 0.8998, prior_entropy: 0.5207, recall: 0.8998, relative_absolute_error: 0.702, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2572, root_relative_squared_error: 0.8002, scimark_benchmark: 1206.1143, usercpu_time_millis: 1699.988, usercpu_time_millis_testing: 79.946, usercpu_time_millis_training: 1620.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.8753, kappa: 0.3289, kb_relative_information_score: 3872.9124, mean_absolute_error: 0.1498, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8723, predictive_accuracy: 0.8921, prior_entropy: 0.5207, recall: 0.8921, relative_absolute_error: 0.7249, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.8389, scimark_benchmark: 1203.7191, usercpu_time_millis: 1666.933, usercpu_time_millis_testing: 27.547, usercpu_time_millis_training: 1639.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9259, f_measure: 0.8919, kappa: 0.4271, kb_relative_information_score: 7494.9859, mean_absolute_error: 0.1367, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8904, predictive_accuracy: 0.9038, prior_entropy: 0.5207, recall: 0.9038, relative_absolute_error: 0.6615, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.795, scimark_benchmark: 1198.5979, usercpu_time_millis: 1089.72, usercpu_time_millis_testing: 37.802, usercpu_time_millis_training: 1051.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.8282, kb_relative_information_score: 1050.9589, mean_absolute_error: 0.1718, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.8315, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2806, root_relative_squared_error: 0.873, scimark_benchmark: 1205.6394, usercpu_time_millis: 61.777, usercpu_time_millis_testing: 3.401, usercpu_time_millis_training: 58.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.9012, kappa: 0.4934, kb_relative_information_score: 9737.8037, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8985, predictive_accuracy: 0.9075, prior_entropy: 0.5207, recall: 0.9075, relative_absolute_error: 0.6199, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.7772, scimark_benchmark: 1200.02, usercpu_time_millis: 1577.423, usercpu_time_millis_testing: 54.698, usercpu_time_millis_training: 1522.725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.902, kappa: 0.4995, kb_relative_information_score: 10448.0487, mean_absolute_error: 0.1257, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8993, predictive_accuracy: 0.9079, prior_entropy: 0.5207, recall: 0.9079, relative_absolute_error: 0.6082, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2497, root_relative_squared_error: 0.7768, scimark_benchmark: 1217.5782, usercpu_time_millis: 1399.93, usercpu_time_millis_testing: 38.363, usercpu_time_millis_training: 1361.567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.8833, kappa: 0.3641, kb_relative_information_score: 5992.4009, mean_absolute_error: 0.1428, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.886, predictive_accuracy: 0.9014, prior_entropy: 0.5207, recall: 0.9014, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.8072, scimark_benchmark: 1193.6599, usercpu_time_millis: 3229.984, usercpu_time_millis_testing: 143.894, usercpu_time_millis_training: 3086.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9192, f_measure: 0.8885, kappa: 0.4064, kb_relative_information_score: 6393.5748, mean_absolute_error: 0.1398, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8869, predictive_accuracy: 0.9015, prior_entropy: 0.5207, recall: 0.9015, relative_absolute_error: 0.6766, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2598, root_relative_squared_error: 0.8085, scimark_benchmark: 1217.5783, usercpu_time_millis: 1955.765, usercpu_time_millis_testing: 39.344, usercpu_time_millis_training: 1916.421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9091, f_measure: 0.8721, kappa: 0.2871, kb_relative_information_score: 3790.0727, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8809, predictive_accuracy: 0.8973, prior_entropy: 0.5207, recall: 0.8973, relative_absolute_error: 0.7341, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2674, root_relative_squared_error: 0.8321, scimark_benchmark: 1193.5035, usercpu_time_millis: 1247.442, usercpu_time_millis_testing: 43.414, usercpu_time_millis_training: 1204.028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9031, f_measure: 0.8312, kappa: 0.0192, kb_relative_information_score: 2650.3254, mean_absolute_error: 0.1563, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8756, predictive_accuracy: 0.884, prior_entropy: 0.5207, recall: 0.884, relative_absolute_error: 0.7567, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2712, root_relative_squared_error: 0.8437, scimark_benchmark: 1205.6039, usercpu_time_millis: 1992.078, usercpu_time_millis_testing: 89.785, usercpu_time_millis_training: 1902.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.8335, kappa: 0.0339, kb_relative_information_score: 2718.5568, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8799, predictive_accuracy: 0.8849, prior_entropy: 0.5207, recall: 0.8849, relative_absolute_error: 0.8523, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2832, root_relative_squared_error: 0.8813, scimark_benchmark: 1199.7603, usercpu_time_millis: 1272.845, usercpu_time_millis_testing: 95.282, usercpu_time_millis_training: 1177.563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8768, f_measure: 0.8282, kb_relative_information_score: -2686.6129, mean_absolute_error: 0.1796, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.8692, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.29, root_relative_squared_error: 0.9023, scimark_benchmark: 1203.5852, usercpu_time_millis: 798.985, usercpu_time_millis_testing: 65.853, usercpu_time_millis_training: 733.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.8782, kappa: 0.3365, kb_relative_information_score: 5267.5024, mean_absolute_error: 0.1474, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8789, predictive_accuracy: 0.897, prior_entropy: 0.5207, recall: 0.897, relative_absolute_error: 0.7132, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2642, root_relative_squared_error: 0.822, scimark_benchmark: 1196.6079, usercpu_time_millis: 2143.681, usercpu_time_millis_testing: 104.978, usercpu_time_millis_training: 2038.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.898, kappa: 0.4759, kb_relative_information_score: 8330.8985, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8951, predictive_accuracy: 0.9049, prior_entropy: 0.5207, recall: 0.9049, relative_absolute_error: 0.6449, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2558, root_relative_squared_error: 0.7959, scimark_benchmark: 1200.5784, usercpu_time_millis: 4597.426, usercpu_time_millis_testing: 86.889, usercpu_time_millis_training: 4510.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.8282, kb_relative_information_score: -1435.2964, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.8204, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2861, root_relative_squared_error: 0.89, scimark_benchmark: 1198.8745, usercpu_time_millis: 416.865, usercpu_time_millis_testing: 27.353, usercpu_time_millis_training: 389.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.919, f_measure: 0.8941, kappa: 0.4531, kb_relative_information_score: 7317.8626, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8908, predictive_accuracy: 0.9019, prior_entropy: 0.5207, recall: 0.9019, relative_absolute_error: 0.6637, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.8056, scimark_benchmark: 1198.0363, usercpu_time_millis: 366.464, usercpu_time_millis_testing: 7.253, usercpu_time_millis_training: 359.211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9272, f_measure: 0.8955, kappa: 0.4528, kb_relative_information_score: 7729.651, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8933, predictive_accuracy: 0.9053, prior_entropy: 0.5207, recall: 0.9053, relative_absolute_error: 0.6609, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2541, root_relative_squared_error: 0.7906, scimark_benchmark: 1191.3409, usercpu_time_millis: 1300.494, usercpu_time_millis_testing: 103.131, usercpu_time_millis_training: 1197.363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.8818, kappa: 0.3523, kb_relative_information_score: 5828.8148, mean_absolute_error: 0.1445, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8861, predictive_accuracy: 0.9013, prior_entropy: 0.5207, recall: 0.9013, relative_absolute_error: 0.6991, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2598, root_relative_squared_error: 0.8085, scimark_benchmark: 1203.7617, usercpu_time_millis: 827.883, usercpu_time_millis_testing: 39.121, usercpu_time_millis_training: 788.762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.8998, kappa: 0.4833, kb_relative_information_score: 9256.3027, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8972, predictive_accuracy: 0.9071, prior_entropy: 0.5207, recall: 0.9071, relative_absolute_error: 0.6298, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2518, root_relative_squared_error: 0.7835, scimark_benchmark: 1191.6116, usercpu_time_millis: 4087.434, usercpu_time_millis_testing: 122.672, usercpu_time_millis_training: 3964.762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9125, f_measure: 0.8812, kappa: 0.3506, kb_relative_information_score: 4725.9292, mean_absolute_error: 0.1476, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8843, predictive_accuracy: 0.9002, prior_entropy: 0.5207, recall: 0.9002, relative_absolute_error: 0.7146, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2646, root_relative_squared_error: 0.8233, scimark_benchmark: 1179.8792, usercpu_time_millis: 261.121, usercpu_time_millis_testing: 14.393, usercpu_time_millis_training: 246.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.878, f_measure: 0.8282, kb_relative_information_score: -336.2091, mean_absolute_error: 0.1641, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.7941, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2803, root_relative_squared_error: 0.8722, scimark_benchmark: 1178.868, usercpu_time_millis: 1098.345, usercpu_time_millis_testing: 45.609, usercpu_time_millis_training: 1052.736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.8898, kappa: 0.4123, kb_relative_information_score: 6955.9066, mean_absolute_error: 0.1392, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8889, predictive_accuracy: 0.903, prior_entropy: 0.5207, recall: 0.903, relative_absolute_error: 0.6737, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2573, root_relative_squared_error: 0.8004, scimark_benchmark: 1191.9695, usercpu_time_millis: 1530.146, usercpu_time_millis_testing: 86.333, usercpu_time_millis_training: 1443.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.8976, kappa: 0.4674, kb_relative_information_score: 8521.7463, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8952, predictive_accuracy: 0.9062, prior_entropy: 0.5207, recall: 0.9062, relative_absolute_error: 0.6411, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.7888, scimark_benchmark: 1198.1797, usercpu_time_millis: 3267.136, usercpu_time_millis_testing: 93.628, usercpu_time_millis_training: 3173.508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, f_measure: 0.8881, kappa: 0.4127, kb_relative_information_score: 6081.3583, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8849, predictive_accuracy: 0.8989, prior_entropy: 0.5207, recall: 0.8989, relative_absolute_error: 0.6853, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2631, root_relative_squared_error: 0.8186, scimark_benchmark: 1188.2543, usercpu_time_millis: 934.888, usercpu_time_millis_testing: 24.121, usercpu_time_millis_training: 910.767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9263, f_measure: 0.8795, kappa: 0.3351, kb_relative_information_score: 7450.6701, mean_absolute_error: 0.1438, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8864, predictive_accuracy: 0.901, prior_entropy: 0.5207, recall: 0.901, relative_absolute_error: 0.6961, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2566, root_relative_squared_error: 0.7985, scimark_benchmark: 1211.1697, usercpu_time_millis: 267.989, usercpu_time_millis_testing: 14.127, usercpu_time_millis_training: 253.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.867, f_measure: 0.8282, kb_relative_information_score: -2238.5445, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.8251, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2859, root_relative_squared_error: 0.8894, scimark_benchmark: 1195.0151, usercpu_time_millis: 551.702, usercpu_time_millis_testing: 30.783, usercpu_time_millis_training: 520.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8998, f_measure: 0.8602, kappa: 0.2158, kb_relative_information_score: 3397.0619, mean_absolute_error: 0.1534, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8649, predictive_accuracy: 0.8898, prior_entropy: 0.5207, recall: 0.8898, relative_absolute_error: 0.7425, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2704, root_relative_squared_error: 0.8414, scimark_benchmark: 1205.8484, usercpu_time_millis: 1296.674, usercpu_time_millis_testing: 59.515, usercpu_time_millis_training: 1237.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9288, f_measure: 0.9003, kappa: 0.4899, kb_relative_information_score: 8976.3972, mean_absolute_error: 0.1307, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8975, predictive_accuracy: 0.9065, prior_entropy: 0.5207, recall: 0.9065, relative_absolute_error: 0.6325, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.7851, scimark_benchmark: 1179.5822, usercpu_time_millis: 1756.653, usercpu_time_millis_testing: 52.091, usercpu_time_millis_training: 1704.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9138, f_measure: 0.8878, kappa: 0.4096, kb_relative_information_score: 6023.2759, mean_absolute_error: 0.142, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8846, predictive_accuracy: 0.8989, prior_entropy: 0.5207, recall: 0.8989, relative_absolute_error: 0.6873, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.263, root_relative_squared_error: 0.8183, scimark_benchmark: 1194.6528, usercpu_time_millis: 1704.163, usercpu_time_millis_testing: 42.168, usercpu_time_millis_training: 1661.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, f_measure: 0.8952, kappa: 0.4568, kb_relative_information_score: 8078.0708, mean_absolute_error: 0.1341, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8922, predictive_accuracy: 0.9035, prior_entropy: 0.5207, recall: 0.9035, relative_absolute_error: 0.6492, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2566, root_relative_squared_error: 0.7983, scimark_benchmark: 1201.3299, usercpu_time_millis: 3895.655, usercpu_time_millis_testing: 84.721, usercpu_time_millis_training: 3810.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.897, kappa: 0.4674, kb_relative_information_score: 8408.0241, mean_absolute_error: 0.1326, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8942, predictive_accuracy: 0.9049, prior_entropy: 0.5207, recall: 0.9049, relative_absolute_error: 0.6418, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.255, root_relative_squared_error: 0.7933, scimark_benchmark: 1195.0867, usercpu_time_millis: 3103.063, usercpu_time_millis_testing: 46.166, usercpu_time_millis_training: 3056.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.8595, kappa: 0.2099, kb_relative_information_score: 4439.6924, mean_absolute_error: 0.1525, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8658, predictive_accuracy: 0.8901, prior_entropy: 0.5207, recall: 0.8901, relative_absolute_error: 0.7381, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2738, root_relative_squared_error: 0.8518, scimark_benchmark: 1199.3446, usercpu_time_millis: 947.375, usercpu_time_millis_testing: 36.872, usercpu_time_millis_training: 910.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9219, f_measure: 0.8951, kappa: 0.4546, kb_relative_information_score: 7591.0524, mean_absolute_error: 0.1361, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8923, predictive_accuracy: 0.9039, prior_entropy: 0.5207, recall: 0.9039, relative_absolute_error: 0.6588, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.257, root_relative_squared_error: 0.7997, scimark_benchmark: 1202.2995, usercpu_time_millis: 1975.86, usercpu_time_millis_testing: 52.34, usercpu_time_millis_training: 1923.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.9015, kappa: 0.4989, kb_relative_information_score: 9821.5597, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8988, predictive_accuracy: 0.9069, prior_entropy: 0.5207, recall: 0.9069, relative_absolute_error: 0.6136, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.7812, scimark_benchmark: 1193.9585, usercpu_time_millis: 386.14, usercpu_time_millis_testing: 9.859, usercpu_time_millis_training: 376.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9311, f_measure: 0.8944, kappa: 0.4404, kb_relative_information_score: 8647.0083, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8934, predictive_accuracy: 0.906, prior_entropy: 0.5207, recall: 0.906, relative_absolute_error: 0.651, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2521, root_relative_squared_error: 0.7843, scimark_benchmark: 1206.2366, usercpu_time_millis: 1931.564, usercpu_time_millis_testing: 74.842, usercpu_time_millis_training: 1856.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9243, f_measure: 0.8932, kappa: 0.4381, kb_relative_information_score: 7428.6778, mean_absolute_error: 0.1363, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8911, predictive_accuracy: 0.9039, prior_entropy: 0.5207, recall: 0.9039, relative_absolute_error: 0.6597, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.7976, scimark_benchmark: 1202.0902, usercpu_time_millis: 3364.257, usercpu_time_millis_testing: 88.529, usercpu_time_millis_training: 3275.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9284, f_measure: 0.8984, kappa: 0.4756, kb_relative_information_score: 8654.5521, mean_absolute_error: 0.1326, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8957, predictive_accuracy: 0.9059, prior_entropy: 0.5207, recall: 0.9059, relative_absolute_error: 0.642, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.253, root_relative_squared_error: 0.7873, scimark_benchmark: 1196.3997, usercpu_time_millis: 2469.69, usercpu_time_millis_testing: 112.095, usercpu_time_millis_training: 2357.595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9327, f_measure: 0.9014, kappa: 0.4936, kb_relative_information_score: 9642.732, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8988, predictive_accuracy: 0.9081, prior_entropy: 0.5207, recall: 0.9081, relative_absolute_error: 0.6232, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2501, root_relative_squared_error: 0.7783, scimark_benchmark: 1203.153, usercpu_time_millis: 2410.421, usercpu_time_millis_testing: 102.225, usercpu_time_millis_training: 2308.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9181, f_measure: 0.8845, kappa: 0.3822, kb_relative_information_score: 6149.8687, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8827, predictive_accuracy: 0.8988, prior_entropy: 0.5207, recall: 0.8988, relative_absolute_error: 0.6883, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2614, root_relative_squared_error: 0.8132, scimark_benchmark: 1186.3381, usercpu_time_millis: 2567.898, usercpu_time_millis_testing: 111.97, usercpu_time_millis_training: 2455.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.8924, kappa: 0.4292, kb_relative_information_score: 7628.9012, mean_absolute_error: 0.1365, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8911, predictive_accuracy: 0.9043, prior_entropy: 0.5207, recall: 0.9043, relative_absolute_error: 0.6608, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2548, root_relative_squared_error: 0.7927, scimark_benchmark: 1201.9718, usercpu_time_millis: 3742.311, usercpu_time_millis_testing: 131.618, usercpu_time_millis_training: 3610.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8947, f_measure: 0.8597, kappa: 0.2113, kb_relative_information_score: 4580.2024, mean_absolute_error: 0.152, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.866, predictive_accuracy: 0.8902, prior_entropy: 0.5207, recall: 0.8902, relative_absolute_error: 0.7356, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2724, root_relative_squared_error: 0.8475, scimark_benchmark: 1199.6005, usercpu_time_millis: 494.314, usercpu_time_millis_testing: 18.513, usercpu_time_millis_training: 475.801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.8764, kappa: 0.3143, kb_relative_information_score: 5668.4069, mean_absolute_error: 0.1469, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8849, predictive_accuracy: 0.8997, prior_entropy: 0.5207, recall: 0.8997, relative_absolute_error: 0.7111, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2605, root_relative_squared_error: 0.8106, scimark_benchmark: 1198.8903, usercpu_time_millis: 1598.205, usercpu_time_millis_testing: 79.369, usercpu_time_millis_training: 1518.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.8763, kappa: 0.3129, kb_relative_information_score: 7164.148, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8854, predictive_accuracy: 0.8999, prior_entropy: 0.5207, recall: 0.8999, relative_absolute_error: 0.7019, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2572, root_relative_squared_error: 0.8001, scimark_benchmark: 1197.7612, usercpu_time_millis: 696.222, usercpu_time_millis_testing: 37.488, usercpu_time_millis_training: 658.734,
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: 0.909, f_measure: 0.8847, kappa: 0.3869, kb_relative_information_score: 5569.3728, mean_absolute_error: 0.1464, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8822, predictive_accuracy: 0.898, prior_entropy: 0.5207, recall: 0.898, relative_absolute_error: 0.7085, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2661, root_relative_squared_error: 0.8279, scimark_benchmark: 1201.4842, usercpu_time_millis: 1838.628, usercpu_time_millis_testing: 87.232, usercpu_time_millis_training: 1751.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9042, f_measure: 0.8317, kappa: 0.0222, kb_relative_information_score: 2759.6814, mean_absolute_error: 0.1558, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8729, predictive_accuracy: 0.8841, prior_entropy: 0.5207, recall: 0.8841, relative_absolute_error: 0.7543, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2704, root_relative_squared_error: 0.8412, scimark_benchmark: 1204.7034, usercpu_time_millis: 1573.673, usercpu_time_millis_testing: 94.186, usercpu_time_millis_training: 1479.487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.9005, kappa: 0.4905, kb_relative_information_score: 10072.6314, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8976, predictive_accuracy: 0.9067, prior_entropy: 0.5207, recall: 0.9067, relative_absolute_error: 0.6136, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2515, root_relative_squared_error: 0.7824, scimark_benchmark: 1205.6975, usercpu_time_millis: 1156.329, usercpu_time_millis_testing: 28.723, usercpu_time_millis_training: 1127.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9237, f_measure: 0.8973, kappa: 0.4683, kb_relative_information_score: 8269.1358, mean_absolute_error: 0.1341, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8944, predictive_accuracy: 0.9051, prior_entropy: 0.5207, recall: 0.9051, relative_absolute_error: 0.6493, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2556, root_relative_squared_error: 0.7954, scimark_benchmark: 1206.7124, usercpu_time_millis: 1327.33, usercpu_time_millis_testing: 57.211, usercpu_time_millis_training: 1270.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.9015, kappa: 0.4969, kb_relative_information_score: 9831.7276, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8988, predictive_accuracy: 0.9075, prior_entropy: 0.5207, recall: 0.9075, relative_absolute_error: 0.6178, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2502, root_relative_squared_error: 0.7784, scimark_benchmark: 1205.6558, usercpu_time_millis: 2862.161, usercpu_time_millis_testing: 80.031, usercpu_time_millis_training: 2782.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.902, kappa: 0.5007, kb_relative_information_score: 10165.3365, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8993, predictive_accuracy: 0.9077, prior_entropy: 0.5207, recall: 0.9077, relative_absolute_error: 0.6113, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2501, root_relative_squared_error: 0.7781, scimark_benchmark: 1211.2335, usercpu_time_millis: 4951.254, usercpu_time_millis_testing: 81.264, usercpu_time_millis_training: 4869.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.921, f_measure: 0.8963, kappa: 0.4629, kb_relative_information_score: 7986.3507, mean_absolute_error: 0.1338, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8934, predictive_accuracy: 0.9043, prior_entropy: 0.5207, recall: 0.9043, relative_absolute_error: 0.6475, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.257, root_relative_squared_error: 0.7995, scimark_benchmark: 1202.9947, usercpu_time_millis: 6428.443, usercpu_time_millis_testing: 106.123, usercpu_time_millis_training: 6322.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9284, f_measure: 0.8893, kappa: 0.4057, kb_relative_information_score: 7799.2441, mean_absolute_error: 0.1377, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8896, predictive_accuracy: 0.9037, prior_entropy: 0.5207, recall: 0.9037, relative_absolute_error: 0.6667, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2543, root_relative_squared_error: 0.7911, scimark_benchmark: 1198.1556, usercpu_time_millis: 323.138, usercpu_time_millis_testing: 12.932, usercpu_time_millis_training: 310.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9307, f_measure: 0.9011, kappa: 0.4973, kb_relative_information_score: 10500.3213, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8983, predictive_accuracy: 0.9064, prior_entropy: 0.5207, recall: 0.9064, relative_absolute_error: 0.604, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2512, root_relative_squared_error: 0.7815, scimark_benchmark: 1192.9677, usercpu_time_millis: 332.408, usercpu_time_millis_testing: 9.653, usercpu_time_millis_training: 322.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.8332, kappa: 0.0314, kb_relative_information_score: 2618.3272, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8811, predictive_accuracy: 0.8848, prior_entropy: 0.5207, recall: 0.8848, relative_absolute_error: 0.8524, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2833, root_relative_squared_error: 0.8815, scimark_benchmark: 1201.595, usercpu_time_millis: 1034.894, usercpu_time_millis_testing: 76.863, usercpu_time_millis_training: 958.031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.8472, kappa: 0.1206, kb_relative_information_score: 3919.7358, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8825, predictive_accuracy: 0.8899, prior_entropy: 0.5207, recall: 0.8899, relative_absolute_error: 0.8278, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.278, root_relative_squared_error: 0.8648, scimark_benchmark: 1215.5405, usercpu_time_millis: 70.407, usercpu_time_millis_testing: 4.31, usercpu_time_millis_training: 66.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8979, f_measure: 0.8743, kappa: 0.3228, kb_relative_information_score: 3459.8269, mean_absolute_error: 0.1514, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8711, predictive_accuracy: 0.8914, prior_entropy: 0.5207, recall: 0.8914, relative_absolute_error: 0.7326, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2715, root_relative_squared_error: 0.8447, scimark_benchmark: 1195.8301, usercpu_time_millis: 631.877, usercpu_time_millis_testing: 12.542, usercpu_time_millis_training: 619.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9005, f_measure: 0.8702, kappa: 0.2854, kb_relative_information_score: 3787.3114, mean_absolute_error: 0.1519, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.871, predictive_accuracy: 0.8926, prior_entropy: 0.5207, recall: 0.8926, relative_absolute_error: 0.7351, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2698, root_relative_squared_error: 0.8395, scimark_benchmark: 1181.4356, usercpu_time_millis: 539.576, usercpu_time_millis_testing: 20.138, usercpu_time_millis_training: 519.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9289, f_measure: 0.9005, kappa: 0.4869, kb_relative_information_score: 8678.6478, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8978, predictive_accuracy: 0.9076, prior_entropy: 0.5207, recall: 0.9076, relative_absolute_error: 0.6414, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.7851, scimark_benchmark: 1192.7053, usercpu_time_millis: 1889.404, usercpu_time_millis_testing: 131.759, usercpu_time_millis_training: 1757.645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.8949, kappa: 0.4501, kb_relative_information_score: 7702.5989, mean_absolute_error: 0.1353, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8925, predictive_accuracy: 0.9046, prior_entropy: 0.5207, recall: 0.9046, relative_absolute_error: 0.6549, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2556, root_relative_squared_error: 0.7953, scimark_benchmark: 1207.3045, usercpu_time_millis: 3069.757, usercpu_time_millis_testing: 75.039, usercpu_time_millis_training: 2994.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9233, f_measure: 0.897, kappa: 0.4707, kb_relative_information_score: 8214.1217, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8939, predictive_accuracy: 0.9039, prior_entropy: 0.5207, recall: 0.9039, relative_absolute_error: 0.6455, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2567, root_relative_squared_error: 0.7987, scimark_benchmark: 1207.2947, usercpu_time_millis: 9097.366, usercpu_time_millis_testing: 140.006, usercpu_time_millis_training: 8957.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.9006, kappa: 0.4865, kb_relative_information_score: 8650.1547, mean_absolute_error: 0.1326, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8981, predictive_accuracy: 0.908, prior_entropy: 0.5207, recall: 0.908, relative_absolute_error: 0.6418, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.252, root_relative_squared_error: 0.7841, scimark_benchmark: 1195.8094, usercpu_time_millis: 652.017, usercpu_time_millis_testing: 45.37, usercpu_time_millis_training: 606.647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8996, f_measure: 0.8329, kappa: 0.0297, kb_relative_information_score: 2538.1211, mean_absolute_error: 0.1762, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8776, predictive_accuracy: 0.8846, prior_entropy: 0.5207, recall: 0.8846, relative_absolute_error: 0.8527, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2834, root_relative_squared_error: 0.8817, scimark_benchmark: 1204.4104, usercpu_time_millis: 1299.055, usercpu_time_millis_testing: 95.233, usercpu_time_millis_training: 1203.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.8936, kappa: 0.4378, kb_relative_information_score: 7823.8715, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.892, predictive_accuracy: 0.9048, prior_entropy: 0.5207, recall: 0.9048, relative_absolute_error: 0.6575, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2543, root_relative_squared_error: 0.7911, scimark_benchmark: 1194.3721, usercpu_time_millis: 1551.515, usercpu_time_millis_testing: 72.903, usercpu_time_millis_training: 1478.612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8802, kappa: 0.3416, kb_relative_information_score: 5564.3387, mean_absolute_error: 0.1454, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8853, predictive_accuracy: 0.9006, prior_entropy: 0.5207, recall: 0.9006, relative_absolute_error: 0.7039, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2607, root_relative_squared_error: 0.8112, scimark_benchmark: 1195.0762, usercpu_time_millis: 686.254, usercpu_time_millis_testing: 26.036, usercpu_time_millis_training: 660.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9108, f_measure: 0.847, kappa: 0.1191, kb_relative_information_score: 3954.4156, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8831, predictive_accuracy: 0.8899, prior_entropy: 0.5207, recall: 0.8899, relative_absolute_error: 0.8287, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2779, root_relative_squared_error: 0.8646, scimark_benchmark: 1203.5877, usercpu_time_millis: 662.133, usercpu_time_millis_testing: 49.635, usercpu_time_millis_training: 612.498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.8997, kappa: 0.485, kb_relative_information_score: 8912.3963, mean_absolute_error: 0.1315, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8969, predictive_accuracy: 0.9065, prior_entropy: 0.5207, recall: 0.9065, relative_absolute_error: 0.6367, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.7877, scimark_benchmark: 1209.4189, usercpu_time_millis: 4237.285, usercpu_time_millis_testing: 114.118, usercpu_time_millis_training: 4123.167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.9011, kappa: 0.4952, kb_relative_information_score: 9051.4332, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8983, predictive_accuracy: 0.907, prior_entropy: 0.5207, recall: 0.907, relative_absolute_error: 0.6276, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2514, root_relative_squared_error: 0.7822, scimark_benchmark: 1202.1191, usercpu_time_millis: 1018.266, usercpu_time_millis_testing: 26.684, usercpu_time_millis_training: 991.582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.8908, kappa: 0.4304, kb_relative_information_score: 7085.0665, mean_absolute_error: 0.1381, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8875, predictive_accuracy: 0.9003, prior_entropy: 0.5207, recall: 0.9003, relative_absolute_error: 0.6683, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.8057, scimark_benchmark: 1205.1047, usercpu_time_millis: 706.398, usercpu_time_millis_testing: 24.414, usercpu_time_millis_training: 681.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.899, kappa: 0.4805, kb_relative_information_score: 8450.605, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8961, predictive_accuracy: 0.9059, prior_entropy: 0.5207, recall: 0.9059, relative_absolute_error: 0.6448, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.7877, scimark_benchmark: 1199.1119, usercpu_time_millis: 1151.915, usercpu_time_millis_testing: 48.113, usercpu_time_millis_training: 1103.802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.924, f_measure: 0.8909, kappa: 0.4211, kb_relative_information_score: 7138.5695, mean_absolute_error: 0.1379, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8895, predictive_accuracy: 0.9032, prior_entropy: 0.5207, recall: 0.9032, relative_absolute_error: 0.6672, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2568, root_relative_squared_error: 0.799, scimark_benchmark: 1204.137, usercpu_time_millis: 860.789, usercpu_time_millis_testing: 29.179, usercpu_time_millis_training: 831.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.8395, kappa: 0.0713, kb_relative_information_score: 2951.6062, mean_absolute_error: 0.1597, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.883, predictive_accuracy: 0.8872, prior_entropy: 0.5207, recall: 0.8872, relative_absolute_error: 0.7729, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2707, root_relative_squared_error: 0.8421, scimark_benchmark: 1210.0383, usercpu_time_millis: 175.441, usercpu_time_millis_testing: 7.674, usercpu_time_millis_training: 167.767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9313, f_measure: 0.898, kappa: 0.4688, kb_relative_information_score: 8884.09, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8957, predictive_accuracy: 0.9068, prior_entropy: 0.5207, recall: 0.9068, relative_absolute_error: 0.6413, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2512, root_relative_squared_error: 0.7817, scimark_benchmark: 1207.3026, usercpu_time_millis: 830.716, usercpu_time_millis_testing: 54.535, usercpu_time_millis_training: 776.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.8995, kappa: 0.4806, kb_relative_information_score: 9191.7843, mean_absolute_error: 0.1304, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8969, predictive_accuracy: 0.907, prior_entropy: 0.5207, recall: 0.907, relative_absolute_error: 0.6311, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2519, root_relative_squared_error: 0.7838, scimark_benchmark: 1207.5453, usercpu_time_millis: 1274.965, usercpu_time_millis_testing: 41.41, usercpu_time_millis_training: 1233.555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.8359, kappa: 0.0488, kb_relative_information_score: 2880.3713, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8808, predictive_accuracy: 0.8858, prior_entropy: 0.5207, recall: 0.8858, relative_absolute_error: 0.85, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2828, root_relative_squared_error: 0.8799, scimark_benchmark: 1207.7619, usercpu_time_millis: 846.332, usercpu_time_millis_testing: 70.593, usercpu_time_millis_training: 775.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, f_measure: 0.8463, kappa: 0.1148, kb_relative_information_score: 3877.8086, mean_absolute_error: 0.1713, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8828, predictive_accuracy: 0.8896, prior_entropy: 0.5207, recall: 0.8896, relative_absolute_error: 0.829, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2779, root_relative_squared_error: 0.8648, scimark_benchmark: 1202.4484, usercpu_time_millis: 1047.922, usercpu_time_millis_testing: 74.053, usercpu_time_millis_training: 973.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.9013, kappa: 0.4952, kb_relative_information_score: 10079.2869, mean_absolute_error: 0.1267, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8986, predictive_accuracy: 0.9075, prior_entropy: 0.5207, recall: 0.9075, relative_absolute_error: 0.6134, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2506, root_relative_squared_error: 0.7797, scimark_benchmark: 1206.775, usercpu_time_millis: 2823.6, usercpu_time_millis_testing: 56.546, usercpu_time_millis_training: 2767.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9182, f_measure: 0.8871, kappa: 0.3961, kb_relative_information_score: 6239.2315, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.886, predictive_accuracy: 0.901, prior_entropy: 0.5207, recall: 0.901, relative_absolute_error: 0.6792, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2606, root_relative_squared_error: 0.8107, scimark_benchmark: 1180.2995, usercpu_time_millis: 2537.174, usercpu_time_millis_testing: 60.9, usercpu_time_millis_training: 2476.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8835, kappa: 0.37, kb_relative_information_score: 6002.5662, mean_absolute_error: 0.1438, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.884, predictive_accuracy: 0.9001, prior_entropy: 0.5207, recall: 0.9001, relative_absolute_error: 0.6961, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2605, root_relative_squared_error: 0.8104, scimark_benchmark: 1215.5348, usercpu_time_millis: 460.049, usercpu_time_millis_testing: 24.594, usercpu_time_millis_training: 435.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.8968, kappa: 0.4624, kb_relative_information_score: 8384.9175, mean_absolute_error: 0.1329, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8943, predictive_accuracy: 0.9056, prior_entropy: 0.5207, recall: 0.9056, relative_absolute_error: 0.643, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2538, root_relative_squared_error: 0.7897, scimark_benchmark: 1206.3434, usercpu_time_millis: 1576.809, usercpu_time_millis_testing: 44.711, usercpu_time_millis_training: 1532.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8837, kappa: 0.3684, kb_relative_information_score: 5887.2786, mean_absolute_error: 0.1424, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8854, predictive_accuracy: 0.901, prior_entropy: 0.5207, recall: 0.901, relative_absolute_error: 0.6893, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2602, root_relative_squared_error: 0.8094, scimark_benchmark: 1200.9688, usercpu_time_millis: 3206.433, usercpu_time_millis_testing: 100.55, usercpu_time_millis_training: 3105.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.9001, kappa: 0.4852, kb_relative_information_score: 9430.1767, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8974, predictive_accuracy: 0.9071, prior_entropy: 0.5207, recall: 0.9071, relative_absolute_error: 0.6255, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2509, root_relative_squared_error: 0.7806, scimark_benchmark: 1203.1369, usercpu_time_millis: 332.672, usercpu_time_millis_testing: 14.617, usercpu_time_millis_training: 318.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9225, f_measure: 0.8938, kappa: 0.4436, kb_relative_information_score: 7297.6528, mean_absolute_error: 0.1374, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8914, predictive_accuracy: 0.9038, prior_entropy: 0.5207, recall: 0.9038, relative_absolute_error: 0.6652, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.257, root_relative_squared_error: 0.7997, scimark_benchmark: 1204.9611, usercpu_time_millis: 2311.275, usercpu_time_millis_testing: 113.74, usercpu_time_millis_training: 2197.535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, f_measure: 0.882, kappa: 0.3641, kb_relative_information_score: 5388.0159, mean_absolute_error: 0.144, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8812, predictive_accuracy: 0.8981, prior_entropy: 0.5207, recall: 0.8981, relative_absolute_error: 0.6969, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.264, root_relative_squared_error: 0.8215, scimark_benchmark: 1205.6, usercpu_time_millis: 4697.772, usercpu_time_millis_testing: 119.5, usercpu_time_millis_training: 4578.272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9263, f_measure: 0.8988, kappa: 0.4824, kb_relative_information_score: 8875.7543, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8958, predictive_accuracy: 0.905, prior_entropy: 0.5207, recall: 0.905, relative_absolute_error: 0.6352, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2544, root_relative_squared_error: 0.7914, scimark_benchmark: 1210.013, usercpu_time_millis: 851.927, usercpu_time_millis_testing: 13.554, usercpu_time_millis_training: 838.373,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs