Task
Supervised Classification on bank-marketing

Supervised Classification on bank-marketing

Task 145833 Supervised Classification bank-marketing 22645 runs submitted
0 likes downloaded by 2 people , 2 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

22645 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.8968, kappa: 0.4613, kb_relative_information_score: 8275.7001, mean_absolute_error: 0.1337, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8945, predictive_accuracy: 0.906, prior_entropy: 0.5207, recall: 0.906, relative_absolute_error: 0.6473, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2537, root_relative_squared_error: 0.7894, scimark_benchmark: 1205.1242, usercpu_time_millis: 970.585, usercpu_time_millis_testing: 40.953, usercpu_time_millis_training: 929.632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9058, f_measure: 0.8322, kappa: 0.0255, kb_relative_information_score: 2883.1395, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8815, predictive_accuracy: 0.8845, prior_entropy: 0.5207, recall: 0.8845, relative_absolute_error: 0.8457, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2815, root_relative_squared_error: 0.8759, scimark_benchmark: 1211.5178, usercpu_time_millis: 501.082, usercpu_time_millis_testing: 34.549, usercpu_time_millis_training: 466.533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9112, f_measure: 0.8879, kappa: 0.4103, kb_relative_information_score: 5929.0532, mean_absolute_error: 0.1431, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8848, predictive_accuracy: 0.899, prior_entropy: 0.5207, recall: 0.899, relative_absolute_error: 0.6928, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.8217, scimark_benchmark: 1236.5729, usercpu_time_millis: 820.586, usercpu_time_millis_testing: 12.829, usercpu_time_millis_training: 807.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.8858, kappa: 0.3804, kb_relative_information_score: 7350.6452, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.888, predictive_accuracy: 0.9027, prior_entropy: 0.5207, recall: 0.9027, relative_absolute_error: 0.6759, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2552, root_relative_squared_error: 0.7941, scimark_benchmark: 1211.9312, usercpu_time_millis: 1691.309, usercpu_time_millis_testing: 68.802, usercpu_time_millis_training: 1622.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.923, f_measure: 0.8973, kappa: 0.4692, kb_relative_information_score: 8004.1985, mean_absolute_error: 0.1351, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8945, predictive_accuracy: 0.9051, prior_entropy: 0.5207, recall: 0.9051, relative_absolute_error: 0.654, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2558, root_relative_squared_error: 0.7959, scimark_benchmark: 1216.9863, usercpu_time_millis: 131.607, usercpu_time_millis_testing: 5.407, usercpu_time_millis_training: 126.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9171, f_measure: 0.8901, kappa: 0.418, kb_relative_information_score: 6227.668, mean_absolute_error: 0.1413, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8882, predictive_accuracy: 0.9022, prior_entropy: 0.5207, recall: 0.9022, relative_absolute_error: 0.6841, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2604, root_relative_squared_error: 0.8104, scimark_benchmark: 1207.6217, usercpu_time_millis: 179.123, usercpu_time_millis_testing: 9.304, usercpu_time_millis_training: 169.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9021, f_measure: 0.8283, kappa: 0.0007, kb_relative_information_score: 2341.3112, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8967, predictive_accuracy: 0.8831, prior_entropy: 0.5207, recall: 0.8831, relative_absolute_error: 0.8546, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2836, root_relative_squared_error: 0.8823, scimark_benchmark: 1236.8899, usercpu_time_millis: 1252.938, usercpu_time_millis_testing: 90.199, usercpu_time_millis_training: 1162.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9172, f_measure: 0.884, kappa: 0.3728, kb_relative_information_score: 5692.1631, mean_absolute_error: 0.1429, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8847, predictive_accuracy: 0.9005, prior_entropy: 0.5207, recall: 0.9005, relative_absolute_error: 0.6917, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2616, root_relative_squared_error: 0.814, scimark_benchmark: 1211.7494, usercpu_time_millis: 2981.399, usercpu_time_millis_testing: 77.97, usercpu_time_millis_training: 2903.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.885, kappa: 0.3871, kb_relative_information_score: 6259.0291, mean_absolute_error: 0.1415, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8828, predictive_accuracy: 0.8986, prior_entropy: 0.5207, recall: 0.8986, relative_absolute_error: 0.685, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2611, root_relative_squared_error: 0.8122, scimark_benchmark: 1213.3527, usercpu_time_millis: 129.989, usercpu_time_millis_testing: 3.917, usercpu_time_millis_training: 126.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.894, kappa: 0.4419, kb_relative_information_score: 8323.8528, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8921, predictive_accuracy: 0.9047, prior_entropy: 0.5207, recall: 0.9047, relative_absolute_error: 0.653, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2531, root_relative_squared_error: 0.7874, scimark_benchmark: 1213.9141, usercpu_time_millis: 786.672, usercpu_time_millis_testing: 48.861, usercpu_time_millis_training: 737.811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.86, kappa: 0.2132, kb_relative_information_score: 4345.9914, mean_absolute_error: 0.1538, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8663, predictive_accuracy: 0.8903, prior_entropy: 0.5207, recall: 0.8903, relative_absolute_error: 0.7442, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2711, root_relative_squared_error: 0.8434, scimark_benchmark: 1211.4554, usercpu_time_millis: 1376.585, usercpu_time_millis_testing: 79.349, usercpu_time_millis_training: 1297.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9263, f_measure: 0.8983, kappa: 0.4761, kb_relative_information_score: 8884.821, mean_absolute_error: 0.1314, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8954, predictive_accuracy: 0.9054, prior_entropy: 0.5207, recall: 0.9054, relative_absolute_error: 0.6361, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2537, root_relative_squared_error: 0.7895, scimark_benchmark: 1211.7177, usercpu_time_millis: 104.551, usercpu_time_millis_testing: 3.598, usercpu_time_millis_training: 100.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.8932, kappa: 0.4354, kb_relative_information_score: 7785.4704, mean_absolute_error: 0.1364, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8915, predictive_accuracy: 0.9045, prior_entropy: 0.5207, recall: 0.9045, relative_absolute_error: 0.6601, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2548, root_relative_squared_error: 0.7928, scimark_benchmark: 1201.8056, usercpu_time_millis: 267.645, usercpu_time_millis_testing: 14.681, usercpu_time_millis_training: 252.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8985, kappa: 0.4748, kb_relative_information_score: 8512.1133, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8958, predictive_accuracy: 0.9063, prior_entropy: 0.5207, recall: 0.9063, relative_absolute_error: 0.6453, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2543, root_relative_squared_error: 0.7912, scimark_benchmark: 1220.3164, usercpu_time_millis: 2060.502, usercpu_time_millis_testing: 124.164, usercpu_time_millis_training: 1936.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.87, kappa: 0.2703, kb_relative_information_score: 6401.6519, mean_absolute_error: 0.1498, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8844, predictive_accuracy: 0.8979, prior_entropy: 0.5207, recall: 0.8979, relative_absolute_error: 0.7249, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2609, root_relative_squared_error: 0.8117, scimark_benchmark: 1193.4702, usercpu_time_millis: 949.081, usercpu_time_millis_testing: 76.968, usercpu_time_millis_training: 872.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9224, f_measure: 0.8956, kappa: 0.4578, kb_relative_information_score: 7855.2433, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8927, predictive_accuracy: 0.904, prior_entropy: 0.5207, recall: 0.904, relative_absolute_error: 0.6536, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2566, root_relative_squared_error: 0.7983, scimark_benchmark: 1215.3951, usercpu_time_millis: 4988.152, usercpu_time_millis_testing: 97.901, usercpu_time_millis_training: 4890.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9272, f_measure: 0.8912, kappa: 0.4197, kb_relative_information_score: 7605.3514, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8907, predictive_accuracy: 0.9043, prior_entropy: 0.5207, recall: 0.9043, relative_absolute_error: 0.6662, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2549, root_relative_squared_error: 0.7932, scimark_benchmark: 1205.5733, usercpu_time_millis: 1528.571, usercpu_time_millis_testing: 72.541, usercpu_time_millis_training: 1456.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.9011, kappa: 0.4951, kb_relative_information_score: 9767.9861, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8984, predictive_accuracy: 0.907, prior_entropy: 0.5207, recall: 0.907, relative_absolute_error: 0.6166, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.7795, scimark_benchmark: 1221.6815, usercpu_time_millis: 1034.185, usercpu_time_millis_testing: 30.971, usercpu_time_millis_training: 1003.214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9181, f_measure: 0.8614, kappa: 0.2126, kb_relative_information_score: 5184.4943, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8837, predictive_accuracy: 0.895, prior_entropy: 0.5207, recall: 0.895, relative_absolute_error: 0.7469, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2643, root_relative_squared_error: 0.8223, scimark_benchmark: 1207.7595, usercpu_time_millis: 1068.997, usercpu_time_millis_testing: 79.445, usercpu_time_millis_training: 989.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.8956, kappa: 0.4569, kb_relative_information_score: 7937.9753, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8929, predictive_accuracy: 0.9044, prior_entropy: 0.5207, recall: 0.9044, relative_absolute_error: 0.6533, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.7948, scimark_benchmark: 1206.2113, usercpu_time_millis: 1566.597, usercpu_time_millis_testing: 56.715, usercpu_time_millis_training: 1509.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, f_measure: 0.8994, kappa: 0.4792, kb_relative_information_score: 9084.133, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8969, predictive_accuracy: 0.9072, prior_entropy: 0.5207, recall: 0.9072, relative_absolute_error: 0.6329, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.252, root_relative_squared_error: 0.7839, scimark_benchmark: 1207.342, usercpu_time_millis: 3533.958, usercpu_time_millis_testing: 110.901, usercpu_time_millis_training: 3423.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9132, f_measure: 0.8793, kappa: 0.3453, kb_relative_information_score: 5270.7973, mean_absolute_error: 0.1473, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8792, predictive_accuracy: 0.8971, prior_entropy: 0.5207, recall: 0.8971, relative_absolute_error: 0.7128, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2649, root_relative_squared_error: 0.8242, scimark_benchmark: 1211.2229, usercpu_time_millis: 1277.673, usercpu_time_millis_testing: 50.461, usercpu_time_millis_training: 1227.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9106, f_measure: 0.8753, kappa: 0.3078, kb_relative_information_score: 4004.1989, mean_absolute_error: 0.1508, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8832, predictive_accuracy: 0.8989, prior_entropy: 0.5207, recall: 0.8989, relative_absolute_error: 0.7299, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2664, root_relative_squared_error: 0.829, scimark_benchmark: 1201.3249, usercpu_time_millis: 1812.734, usercpu_time_millis_testing: 82.43, usercpu_time_millis_training: 1730.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9297, f_measure: 0.8999, kappa: 0.4861, kb_relative_information_score: 9262.8878, mean_absolute_error: 0.1302, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8971, predictive_accuracy: 0.9065, prior_entropy: 0.5207, recall: 0.9065, relative_absolute_error: 0.63, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2521, root_relative_squared_error: 0.7845, scimark_benchmark: 1219.2901, usercpu_time_millis: 3838.361, usercpu_time_millis_testing: 89.318, usercpu_time_millis_training: 3749.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.8817, kappa: 0.3618, kb_relative_information_score: 9800.9188, mean_absolute_error: 0.1429, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8808, predictive_accuracy: 0.8979, prior_entropy: 0.5207, recall: 0.8979, relative_absolute_error: 0.6918, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2779, root_relative_squared_error: 0.8647, scimark_benchmark: 1264.9635, usercpu_time_millis: 3972.851, usercpu_time_millis_testing: 27.303, usercpu_time_millis_training: 3945.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9101, f_measure: 0.8517, kappa: 0.1493, kb_relative_information_score: 3755.1198, mean_absolute_error: 0.1586, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.883, predictive_accuracy: 0.8915, prior_entropy: 0.5207, recall: 0.8915, relative_absolute_error: 0.7678, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.8389, scimark_benchmark: 1215.6935, usercpu_time_millis: 178.507, usercpu_time_millis_testing: 6.87, usercpu_time_millis_training: 171.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9302, f_measure: 0.9, kappa: 0.483, kb_relative_information_score: 8564.7954, mean_absolute_error: 0.1329, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8975, predictive_accuracy: 0.9076, prior_entropy: 0.5207, recall: 0.9076, relative_absolute_error: 0.6431, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2517, root_relative_squared_error: 0.7832, scimark_benchmark: 1230.5032, usercpu_time_millis: 1767.043, usercpu_time_millis_testing: 105.077, usercpu_time_millis_training: 1661.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.8995, kappa: 0.484, kb_relative_information_score: 8872.9343, mean_absolute_error: 0.1317, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8967, predictive_accuracy: 0.9062, prior_entropy: 0.5207, recall: 0.9062, relative_absolute_error: 0.6376, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.7885, scimark_benchmark: 1212.2686, usercpu_time_millis: 4795.511, usercpu_time_millis_testing: 114.42, usercpu_time_millis_training: 4681.091,
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: 0.9255, f_measure: 0.8975, kappa: 0.4726, kb_relative_information_score: 8713.9575, mean_absolute_error: 0.1318, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8945, predictive_accuracy: 0.9045, prior_entropy: 0.5207, recall: 0.9045, relative_absolute_error: 0.6377, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.254, root_relative_squared_error: 0.7903, scimark_benchmark: 1214.1955, usercpu_time_millis: 125.133, usercpu_time_millis_testing: 4.731, usercpu_time_millis_training: 120.402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9334, f_measure: 0.9014, kappa: 0.4934, kb_relative_information_score: 9961.3799, mean_absolute_error: 0.1278, 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: 0.6184, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.7771, scimark_benchmark: 1220.053, usercpu_time_millis: 1161.481, usercpu_time_millis_testing: 39.829, usercpu_time_millis_training: 1121.652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9238, f_measure: 0.8692, kappa: 0.2641, kb_relative_information_score: 6364.5443, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.885, predictive_accuracy: 0.8978, prior_entropy: 0.5207, recall: 0.8978, relative_absolute_error: 0.7169, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2595, root_relative_squared_error: 0.8074, scimark_benchmark: 1214.8543, usercpu_time_millis: 1550.341, usercpu_time_millis_testing: 83.369, usercpu_time_millis_training: 1466.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8859, f_measure: 0.8282, kb_relative_information_score: 322.6543, mean_absolute_error: 0.1825, 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: 0.8832, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.9041, scimark_benchmark: 1188.1717, usercpu_time_millis: 841.387, usercpu_time_millis_testing: 66.49, usercpu_time_millis_training: 774.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.8699, kappa: 0.2777, kb_relative_information_score: 5022.228, mean_absolute_error: 0.149, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8746, predictive_accuracy: 0.8945, prior_entropy: 0.5207, recall: 0.8945, relative_absolute_error: 0.7211, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2646, root_relative_squared_error: 0.8232, scimark_benchmark: 1185.3704, usercpu_time_millis: 1233.595, usercpu_time_millis_testing: 76.725, usercpu_time_millis_training: 1156.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9296, f_measure: 0.9014, kappa: 0.4947, kb_relative_information_score: 8854.974, mean_absolute_error: 0.1313, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8987, predictive_accuracy: 0.9077, prior_entropy: 0.5207, recall: 0.9077, relative_absolute_error: 0.6354, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2514, root_relative_squared_error: 0.7823, scimark_benchmark: 1193.7719, usercpu_time_millis: 1354.417, usercpu_time_millis_testing: 58.208, usercpu_time_millis_training: 1296.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9215, f_measure: 0.885, kappa: 0.3791, kb_relative_information_score: 6455.5552, mean_absolute_error: 0.1412, 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: 0.6834, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.259, root_relative_squared_error: 0.8059, scimark_benchmark: 1200.1704, usercpu_time_millis: 2432.643, usercpu_time_millis_testing: 112.244, usercpu_time_millis_training: 2320.399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.9017, kappa: 0.4978, kb_relative_information_score: 9645.9163, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.899, predictive_accuracy: 0.9076, prior_entropy: 0.5207, recall: 0.9076, relative_absolute_error: 0.6201, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2499, root_relative_squared_error: 0.7776, scimark_benchmark: 1220.6488, usercpu_time_millis: 1209.818, usercpu_time_millis_testing: 41.284, usercpu_time_millis_training: 1168.534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9125, f_measure: 0.8736, kappa: 0.2966, kb_relative_information_score: 4197.8528, mean_absolute_error: 0.1508, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8828, predictive_accuracy: 0.8983, prior_entropy: 0.5207, recall: 0.8983, relative_absolute_error: 0.7298, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2657, root_relative_squared_error: 0.8267, scimark_benchmark: 1224.2656, usercpu_time_millis: 1145.371, usercpu_time_millis_testing: 58.125, usercpu_time_millis_training: 1087.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9061, f_measure: 0.8312, kappa: 0.0192, kb_relative_information_score: 2619.796, mean_absolute_error: 0.1615, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8837, predictive_accuracy: 0.8841, prior_entropy: 0.5207, recall: 0.8841, relative_absolute_error: 0.7814, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2723, root_relative_squared_error: 0.8473, scimark_benchmark: 1227.5916, usercpu_time_millis: 1664.825, usercpu_time_millis_testing: 83.478, usercpu_time_millis_training: 1581.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.899, kappa: 0.4762, kb_relative_information_score: 8886.8404, mean_absolute_error: 0.132, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8965, predictive_accuracy: 0.9071, prior_entropy: 0.5207, recall: 0.9071, relative_absolute_error: 0.6389, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.252, root_relative_squared_error: 0.7841, scimark_benchmark: 1213.4824, usercpu_time_millis: 1144.811, usercpu_time_millis_testing: 61.667, usercpu_time_millis_training: 1083.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.8863, kappa: 0.3967, kb_relative_information_score: 6017.6705, mean_absolute_error: 0.1424, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8838, predictive_accuracy: 0.899, prior_entropy: 0.5207, recall: 0.899, relative_absolute_error: 0.6891, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2625, root_relative_squared_error: 0.8169, scimark_benchmark: 1218.9297, usercpu_time_millis: 1876.639, usercpu_time_millis_testing: 65.666, usercpu_time_millis_training: 1810.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9286, f_measure: 0.8989, kappa: 0.4789, kb_relative_information_score: 9130.382, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8961, predictive_accuracy: 0.9061, prior_entropy: 0.5207, recall: 0.9061, relative_absolute_error: 0.6296, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2531, root_relative_squared_error: 0.7875, scimark_benchmark: 1216.4899, usercpu_time_millis: 1390.181, usercpu_time_millis_testing: 23.383, usercpu_time_millis_training: 1366.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, f_measure: 0.9015, kappa: 0.498, kb_relative_information_score: 9946.2328, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8987, predictive_accuracy: 0.9071, prior_entropy: 0.5207, recall: 0.9071, relative_absolute_error: 0.6149, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2502, root_relative_squared_error: 0.7785, scimark_benchmark: 1217.6497, usercpu_time_millis: 2852.572, usercpu_time_millis_testing: 77.888, usercpu_time_millis_training: 2774.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9118, f_measure: 0.8822, kappa: 0.3659, kb_relative_information_score: 5202.8188, mean_absolute_error: 0.1452, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8811, predictive_accuracy: 0.898, prior_entropy: 0.5207, recall: 0.898, relative_absolute_error: 0.7028, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2646, root_relative_squared_error: 0.8232, scimark_benchmark: 1215.2768, usercpu_time_millis: 4248.236, usercpu_time_millis_testing: 107.69, usercpu_time_millis_training: 4140.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7486, f_measure: 0.829, kappa: 0.0057, kb_relative_information_score: 287.2757, mean_absolute_error: 0.2053, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8474, predictive_accuracy: 0.8831, prior_entropy: 0.5207, recall: 0.8831, relative_absolute_error: 0.9936, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.32, root_relative_squared_error: 0.9957, scimark_benchmark: 1254.3306, usercpu_time_millis: 4744.069, usercpu_time_millis_testing: 29.985, usercpu_time_millis_training: 4714.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.8554, kappa: 0.173, kb_relative_information_score: 3941.1617, mean_absolute_error: 0.1574, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8836, predictive_accuracy: 0.8929, prior_entropy: 0.5207, recall: 0.8929, relative_absolute_error: 0.7618, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.8353, scimark_benchmark: 1192.7926, usercpu_time_millis: 577.559, usercpu_time_millis_testing: 33.482, usercpu_time_millis_training: 544.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.896, kappa: 0.4595, kb_relative_information_score: 7989.0462, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8933, predictive_accuracy: 0.9046, prior_entropy: 0.5207, recall: 0.9046, relative_absolute_error: 0.6543, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.7949, scimark_benchmark: 1196.3688, usercpu_time_millis: 1108.223, usercpu_time_millis_testing: 52.502, usercpu_time_millis_training: 1055.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.867, kappa: 0.2496, kb_relative_information_score: 5843.0562, mean_absolute_error: 0.1521, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8847, predictive_accuracy: 0.897, prior_entropy: 0.5207, recall: 0.897, relative_absolute_error: 0.736, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2624, root_relative_squared_error: 0.8165, scimark_benchmark: 1198.1413, usercpu_time_millis: 917.434, usercpu_time_millis_testing: 84.164, usercpu_time_millis_training: 833.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6759, f_measure: 0.8655, kappa: 0.2486, kb_relative_information_score: 4104.599, mean_absolute_error: 0.1872, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8716, predictive_accuracy: 0.8929, prior_entropy: 0.5207, recall: 0.8929, relative_absolute_error: 0.9062, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.306, root_relative_squared_error: 0.9521, scimark_benchmark: 1247.1747, usercpu_time_millis: 6018.055, usercpu_time_millis_testing: 25.079, usercpu_time_millis_training: 5992.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9194, f_measure: 0.8907, kappa: 0.4165, kb_relative_information_score: 11032.7557, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8903, predictive_accuracy: 0.9041, prior_entropy: 0.5207, recall: 0.9041, relative_absolute_error: 0.6571, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8155, scimark_benchmark: 1253.2211, usercpu_time_millis: 13028.812, usercpu_time_millis_testing: 24.841, usercpu_time_millis_training: 13003.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.905, f_measure: 0.8655, kappa: 0.2486, kb_relative_information_score: 4683.1301, mean_absolute_error: 0.151, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8716, predictive_accuracy: 0.8929, prior_entropy: 0.5207, recall: 0.8929, relative_absolute_error: 0.731, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.8383, scimark_benchmark: 1216.6239, usercpu_time_millis: 1193.452, usercpu_time_millis_testing: 60.257, usercpu_time_millis_training: 1133.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8952, kappa: 0.4535, kb_relative_information_score: 7834.9259, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8925, predictive_accuracy: 0.9043, prior_entropy: 0.5207, recall: 0.9043, relative_absolute_error: 0.6528, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2556, root_relative_squared_error: 0.7953, scimark_benchmark: 1213.7508, usercpu_time_millis: 2874.626, usercpu_time_millis_testing: 56.903, usercpu_time_millis_training: 2817.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.8309, kappa: 0.0172, kb_relative_information_score: 2308.194, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8735, predictive_accuracy: 0.8839, prior_entropy: 0.5207, recall: 0.8839, relative_absolute_error: 0.8563, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2842, root_relative_squared_error: 0.8842, scimark_benchmark: 1217.4486, usercpu_time_millis: 1104.806, usercpu_time_millis_testing: 80.585, usercpu_time_millis_training: 1024.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.8312, kappa: 0.0197, kb_relative_information_score: 4098.1186, mean_absolute_error: 0.1588, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8655, predictive_accuracy: 0.8839, prior_entropy: 0.5207, recall: 0.8839, relative_absolute_error: 0.7685, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.849, scimark_benchmark: 1221.0957, usercpu_time_millis: 280.649, usercpu_time_millis_testing: 17.527, usercpu_time_millis_training: 263.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8986, f_measure: 0.8282, kb_relative_information_score: 1710.5242, mean_absolute_error: 0.1739, 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: 0.8417, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2815, root_relative_squared_error: 0.8757, scimark_benchmark: 1201.1974, usercpu_time_millis: 1182.142, usercpu_time_millis_testing: 84.153, usercpu_time_millis_training: 1097.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9214, f_measure: 0.8953, kappa: 0.4572, kb_relative_information_score: 7834.3347, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8923, predictive_accuracy: 0.9035, prior_entropy: 0.5207, recall: 0.9035, relative_absolute_error: 0.6522, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2569, root_relative_squared_error: 0.7993, scimark_benchmark: 1215.1925, usercpu_time_millis: 5529.339, usercpu_time_millis_testing: 110.552, usercpu_time_millis_training: 5418.787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.8865, kappa: 0.3868, kb_relative_information_score: 7338.1027, mean_absolute_error: 0.1406, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8876, predictive_accuracy: 0.9024, prior_entropy: 0.5207, recall: 0.9024, relative_absolute_error: 0.6807, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2562, root_relative_squared_error: 0.7972, scimark_benchmark: 1204.2611, usercpu_time_millis: 388.216, usercpu_time_millis_testing: 25.91, usercpu_time_millis_training: 362.306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.9015, kappa: 0.4961, kb_relative_information_score: 9896.2349, mean_absolute_error: 0.1271, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8988, predictive_accuracy: 0.9076, prior_entropy: 0.5207, recall: 0.9076, relative_absolute_error: 0.6153, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.7794, scimark_benchmark: 1191.7386, usercpu_time_millis: 132.703, usercpu_time_millis_testing: 4.141, usercpu_time_millis_training: 128.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.8595, kappa: 0.2096, kb_relative_information_score: 4520.6195, mean_absolute_error: 0.1509, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8657, predictive_accuracy: 0.89, prior_entropy: 0.5207, recall: 0.89, relative_absolute_error: 0.7304, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2722, root_relative_squared_error: 0.847, scimark_benchmark: 1207.2429, usercpu_time_millis: 1232.015, usercpu_time_millis_testing: 33.53, usercpu_time_millis_training: 1198.485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.931, f_measure: 0.9016, kappa: 0.499, kb_relative_information_score: 9672.0315, mean_absolute_error: 0.1277, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8989, predictive_accuracy: 0.9071, prior_entropy: 0.5207, recall: 0.9071, relative_absolute_error: 0.618, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2506, root_relative_squared_error: 0.7797, scimark_benchmark: 1196.8619, usercpu_time_millis: 3026.947, usercpu_time_millis_testing: 66.646, usercpu_time_millis_training: 2960.301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.8984, kappa: 0.475, kb_relative_information_score: 9358.0892, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8956, predictive_accuracy: 0.906, prior_entropy: 0.5207, recall: 0.906, relative_absolute_error: 0.6282, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2521, root_relative_squared_error: 0.7843, scimark_benchmark: 1208.2897, usercpu_time_millis: 120.163, usercpu_time_millis_testing: 4.232, usercpu_time_millis_training: 115.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.8992, kappa: 0.481, kb_relative_information_score: 8334.8955, mean_absolute_error: 0.1337, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8964, predictive_accuracy: 0.9062, prior_entropy: 0.5207, recall: 0.9062, relative_absolute_error: 0.6471, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2533, root_relative_squared_error: 0.7881, scimark_benchmark: 1209.0284, usercpu_time_millis: 2484.282, usercpu_time_millis_testing: 103.937, usercpu_time_millis_training: 2380.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, f_measure: 0.8412, kappa: 0.0819, kb_relative_information_score: 3584.4126, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8828, predictive_accuracy: 0.8877, prior_entropy: 0.5207, recall: 0.8877, relative_absolute_error: 0.835, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.8688, scimark_benchmark: 1215.7817, usercpu_time_millis: 1202.488, usercpu_time_millis_testing: 91.531, usercpu_time_millis_training: 1110.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, f_measure: 0.8979, kappa: 0.4707, kb_relative_information_score: 7984.0653, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8952, predictive_accuracy: 0.9059, prior_entropy: 0.5207, recall: 0.9059, relative_absolute_error: 0.6541, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2539, root_relative_squared_error: 0.79, scimark_benchmark: 1216.7879, usercpu_time_millis: 1699.74, usercpu_time_millis_testing: 96.906, usercpu_time_millis_training: 1602.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9245, f_measure: 0.8715, kappa: 0.2802, kb_relative_information_score: 6587.5929, mean_absolute_error: 0.1473, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8844, predictive_accuracy: 0.8983, prior_entropy: 0.5207, recall: 0.8983, relative_absolute_error: 0.7131, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.8054, scimark_benchmark: 1220.8785, usercpu_time_millis: 1713.821, usercpu_time_millis_testing: 99.611, usercpu_time_millis_training: 1614.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9224, f_measure: 0.8844, kappa: 0.3729, kb_relative_information_score: 6335.5161, mean_absolute_error: 0.1413, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8862, predictive_accuracy: 0.9015, prior_entropy: 0.5207, recall: 0.9015, relative_absolute_error: 0.6841, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2584, root_relative_squared_error: 0.804, scimark_benchmark: 1203.5731, usercpu_time_millis: 660.434, usercpu_time_millis_testing: 22.286, usercpu_time_millis_training: 638.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.8788, kappa: 0.3357, kb_relative_information_score: 3923.529, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.882, predictive_accuracy: 0.8989, prior_entropy: 0.5207, recall: 0.8989, relative_absolute_error: 0.7253, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2673, root_relative_squared_error: 0.8315, scimark_benchmark: 1210.3369, usercpu_time_millis: 2860.653, usercpu_time_millis_testing: 98.282, usercpu_time_millis_training: 2762.371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8832, kappa: 0.3624, kb_relative_information_score: 6695.3227, mean_absolute_error: 0.1428, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8866, predictive_accuracy: 0.9017, prior_entropy: 0.5207, recall: 0.9017, relative_absolute_error: 0.6913, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2574, root_relative_squared_error: 0.8009, scimark_benchmark: 1214.874, usercpu_time_millis: 2187.171, usercpu_time_millis_testing: 113.813, usercpu_time_millis_training: 2073.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9103, f_measure: 0.8586, kappa: 0.1942, kb_relative_information_score: 4082.8193, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8831, predictive_accuracy: 0.8939, prior_entropy: 0.5207, recall: 0.8939, relative_absolute_error: 0.7545, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.8356, scimark_benchmark: 1214.1446, usercpu_time_millis: 608.834, usercpu_time_millis_testing: 27.908, usercpu_time_millis_training: 580.926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.8986, kappa: 0.4776, kb_relative_information_score: 8551.1654, mean_absolute_error: 0.1331, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8958, predictive_accuracy: 0.9058, prior_entropy: 0.5207, recall: 0.9058, relative_absolute_error: 0.6441, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.7884, scimark_benchmark: 1205.1033, usercpu_time_millis: 1930.422, usercpu_time_millis_testing: 87.169, usercpu_time_millis_training: 1843.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.8843, kappa: 0.3803, kb_relative_information_score: 5384.9997, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8828, predictive_accuracy: 0.8989, prior_entropy: 0.5207, recall: 0.8989, relative_absolute_error: 0.7019, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.8217, scimark_benchmark: 1194.6838, usercpu_time_millis: 193.986, usercpu_time_millis_testing: 7.349, usercpu_time_millis_training: 186.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9262, f_measure: 0.8975, kappa: 0.4715, kb_relative_information_score: 8639.8434, mean_absolute_error: 0.1326, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8945, predictive_accuracy: 0.9048, prior_entropy: 0.5207, recall: 0.9048, relative_absolute_error: 0.6419, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2544, root_relative_squared_error: 0.7917, scimark_benchmark: 1188.4708, usercpu_time_millis: 236.09, usercpu_time_millis_testing: 6.677, usercpu_time_millis_training: 229.413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.831, kappa: 0.0182, kb_relative_information_score: 2616.2318, mean_absolute_error: 0.1563, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8746, predictive_accuracy: 0.884, prior_entropy: 0.5207, recall: 0.884, relative_absolute_error: 0.7563, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2716, root_relative_squared_error: 0.8449, scimark_benchmark: 1189.6431, usercpu_time_millis: 1201.291, usercpu_time_millis_testing: 54.869, usercpu_time_millis_training: 1146.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9272, f_measure: 0.8976, kappa: 0.4686, kb_relative_information_score: 8530.6449, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.895, predictive_accuracy: 0.9058, prior_entropy: 0.5207, recall: 0.9058, relative_absolute_error: 0.6412, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2539, root_relative_squared_error: 0.79, scimark_benchmark: 1189.4112, usercpu_time_millis: 2155.665, usercpu_time_millis_testing: 54.225, usercpu_time_millis_training: 2101.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9112, f_measure: 0.8861, kappa: 0.3974, kb_relative_information_score: 5757.5438, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8832, predictive_accuracy: 0.8983, prior_entropy: 0.5207, recall: 0.8983, relative_absolute_error: 0.7017, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.8238, scimark_benchmark: 1190.1836, usercpu_time_millis: 904.779, usercpu_time_millis_testing: 43.392, usercpu_time_millis_training: 861.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.8935, kappa: 0.4392, kb_relative_information_score: 7760.9727, mean_absolute_error: 0.1361, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8916, predictive_accuracy: 0.9043, prior_entropy: 0.5207, recall: 0.9043, relative_absolute_error: 0.6589, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2549, root_relative_squared_error: 0.7932, scimark_benchmark: 1205.8819, usercpu_time_millis: 2424.411, usercpu_time_millis_testing: 122.334, usercpu_time_millis_training: 2302.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.8882, kappa: 0.3989, kb_relative_information_score: 7205.8576, mean_absolute_error: 0.1389, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8886, predictive_accuracy: 0.9031, prior_entropy: 0.5207, recall: 0.9031, relative_absolute_error: 0.6725, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2558, root_relative_squared_error: 0.7958, scimark_benchmark: 1184.9235, usercpu_time_millis: 1703.016, usercpu_time_millis_testing: 81.032, usercpu_time_millis_training: 1621.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.9004, kappa: 0.4875, kb_relative_information_score: 9841.22, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8977, predictive_accuracy: 0.9073, prior_entropy: 0.5207, recall: 0.9073, relative_absolute_error: 0.6191, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.7794, scimark_benchmark: 1217.7845, usercpu_time_millis: 1695.207, usercpu_time_millis_testing: 39.831, usercpu_time_millis_training: 1655.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9302, f_measure: 0.9007, kappa: 0.4916, kb_relative_information_score: 9661.8096, mean_absolute_error: 0.1285, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8979, predictive_accuracy: 0.907, prior_entropy: 0.5207, recall: 0.907, relative_absolute_error: 0.622, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2516, root_relative_squared_error: 0.7829, scimark_benchmark: 1205.9059, usercpu_time_millis: 2451.268, usercpu_time_millis_testing: 64.658, usercpu_time_millis_training: 2386.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9244, f_measure: 0.8706, kappa: 0.2745, kb_relative_information_score: 6572.5282, mean_absolute_error: 0.1475, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8841, predictive_accuracy: 0.898, prior_entropy: 0.5207, recall: 0.898, relative_absolute_error: 0.714, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.8057, scimark_benchmark: 1219.8835, usercpu_time_millis: 981.552, usercpu_time_millis_testing: 54.158, usercpu_time_millis_training: 927.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.8989, kappa: 0.4747, kb_relative_information_score: 9137.9815, mean_absolute_error: 0.1311, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8965, predictive_accuracy: 0.9071, prior_entropy: 0.5207, recall: 0.9071, relative_absolute_error: 0.6345, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2512, root_relative_squared_error: 0.7814, scimark_benchmark: 1209.6819, usercpu_time_millis: 815.401, usercpu_time_millis_testing: 26.078, usercpu_time_millis_training: 789.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7581, f_measure: 0.8297, kappa: 0.01, kb_relative_information_score: 425.3064, mean_absolute_error: 0.2047, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8504, predictive_accuracy: 0.8833, prior_entropy: 0.5207, recall: 0.8833, relative_absolute_error: 0.9906, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3193, root_relative_squared_error: 0.9936, scimark_benchmark: 1285.6004, usercpu_time_millis: 3987.489, usercpu_time_millis_testing: 28.901, usercpu_time_millis_training: 3958.588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.9011, kappa: 0.4923, kb_relative_information_score: 9819.7647, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8984, predictive_accuracy: 0.9076, prior_entropy: 0.5207, recall: 0.9076, relative_absolute_error: 0.619, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2506, root_relative_squared_error: 0.7798, scimark_benchmark: 1220.1779, usercpu_time_millis: 4008.004, usercpu_time_millis_testing: 101.353, usercpu_time_millis_training: 3906.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.8835, kappa: 0.3672, kb_relative_information_score: 4989.2314, mean_absolute_error: 0.1463, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8853, predictive_accuracy: 0.9009, prior_entropy: 0.5207, recall: 0.9009, relative_absolute_error: 0.7079, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2642, root_relative_squared_error: 0.822, scimark_benchmark: 1222.6557, usercpu_time_millis: 2911.838, usercpu_time_millis_testing: 91.858, usercpu_time_millis_training: 2819.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.8882, kappa: 0.4129, kb_relative_information_score: 6302.2931, mean_absolute_error: 0.141, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.885, predictive_accuracy: 0.899, prior_entropy: 0.5207, recall: 0.899, relative_absolute_error: 0.6823, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2624, root_relative_squared_error: 0.8165, scimark_benchmark: 1219.7039, usercpu_time_millis: 1107.288, usercpu_time_millis_testing: 40.169, usercpu_time_millis_training: 1067.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9224, f_measure: 0.8718, kappa: 0.2825, kb_relative_information_score: 6646.7526, mean_absolute_error: 0.1486, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8846, predictive_accuracy: 0.8985, prior_entropy: 0.5207, recall: 0.8985, relative_absolute_error: 0.7194, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2603, root_relative_squared_error: 0.8098, scimark_benchmark: 1193.1885, usercpu_time_millis: 448.82, usercpu_time_millis_testing: 35.525, usercpu_time_millis_training: 413.295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9268, f_measure: 0.8959, kappa: 0.4563, kb_relative_information_score: 8057.0931, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8934, predictive_accuracy: 0.9051, prior_entropy: 0.5207, recall: 0.9051, relative_absolute_error: 0.6507, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2545, root_relative_squared_error: 0.7917, scimark_benchmark: 1188.2387, usercpu_time_millis: 1557.713, usercpu_time_millis_testing: 70.105, usercpu_time_millis_training: 1487.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9027, f_measure: 0.8294, kappa: 0.0078, kb_relative_information_score: 2518.0061, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8804, predictive_accuracy: 0.8835, prior_entropy: 0.5207, recall: 0.8835, relative_absolute_error: 0.8498, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2825, root_relative_squared_error: 0.8791, scimark_benchmark: 1173.3445, usercpu_time_millis: 715.008, usercpu_time_millis_testing: 50.745, usercpu_time_millis_training: 664.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.8848, kappa: 0.3919, kb_relative_information_score: 5609.9894, mean_absolute_error: 0.1459, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8815, predictive_accuracy: 0.8969, prior_entropy: 0.5207, recall: 0.8969, relative_absolute_error: 0.7061, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2669, root_relative_squared_error: 0.8305, scimark_benchmark: 1202.7848, usercpu_time_millis: 201.768, usercpu_time_millis_testing: 7.024, usercpu_time_millis_training: 194.744,
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: 0.925, f_measure: 0.8709, kappa: 0.2767, kb_relative_information_score: 6659.2062, mean_absolute_error: 0.1469, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8841, predictive_accuracy: 0.8981, prior_entropy: 0.5207, recall: 0.8981, relative_absolute_error: 0.7108, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.8045, scimark_benchmark: 1190.5287, usercpu_time_millis: 867.514, usercpu_time_millis_testing: 39.975, usercpu_time_millis_training: 827.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6753, f_measure: 0.8655, kappa: 0.2486, kb_relative_information_score: 4103.068, mean_absolute_error: 0.1872, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8716, predictive_accuracy: 0.8929, prior_entropy: 0.5207, recall: 0.8929, relative_absolute_error: 0.9063, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.306, root_relative_squared_error: 0.9521, scimark_benchmark: 1260.1026, usercpu_time_millis: 5045.539, usercpu_time_millis_testing: 25.024, usercpu_time_millis_training: 5020.515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7623, f_measure: 0.8296, kappa: 0.0092, kb_relative_information_score: 595.6679, mean_absolute_error: 0.204, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8461, predictive_accuracy: 0.8832, prior_entropy: 0.5207, recall: 0.8832, relative_absolute_error: 0.9872, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3186, root_relative_squared_error: 0.9914, scimark_benchmark: 1304.793, usercpu_time_millis: 5082.161, usercpu_time_millis_testing: 27.699, usercpu_time_millis_training: 5054.462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.9, kappa: 0.4836, kb_relative_information_score: 9484.1649, mean_absolute_error: 0.1296, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8974, predictive_accuracy: 0.9074, prior_entropy: 0.5207, recall: 0.9074, relative_absolute_error: 0.627, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2506, root_relative_squared_error: 0.7796, scimark_benchmark: 1213.0435, usercpu_time_millis: 923.684, usercpu_time_millis_testing: 26.525, usercpu_time_millis_training: 897.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9289, f_measure: 0.9014, kappa: 0.501, kb_relative_information_score: 10053.6782, mean_absolute_error: 0.1256, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8987, predictive_accuracy: 0.9063, prior_entropy: 0.5207, recall: 0.9063, relative_absolute_error: 0.6079, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.7853, scimark_benchmark: 1214.71, usercpu_time_millis: 1227.795, usercpu_time_millis_testing: 27.634, usercpu_time_millis_training: 1200.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.926, f_measure: 0.8985, kappa: 0.4758, kb_relative_information_score: 8338.7347, mean_absolute_error: 0.1341, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8957, predictive_accuracy: 0.906, prior_entropy: 0.5207, recall: 0.906, relative_absolute_error: 0.6491, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2545, root_relative_squared_error: 0.7918, scimark_benchmark: 1182.3465, usercpu_time_millis: 2407.009, usercpu_time_millis_testing: 101.519, usercpu_time_millis_training: 2305.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.8897, kappa: 0.4096, kb_relative_information_score: 7364.0514, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8896, predictive_accuracy: 0.9036, prior_entropy: 0.5207, recall: 0.9036, relative_absolute_error: 0.6708, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2554, root_relative_squared_error: 0.7948, scimark_benchmark: 1221.4839, usercpu_time_millis: 1782.318, usercpu_time_millis_testing: 103.027, usercpu_time_millis_training: 1679.291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9308, f_measure: 0.9018, kappa: 0.4992, kb_relative_information_score: 9335.1751, mean_absolute_error: 0.1291, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8991, predictive_accuracy: 0.9076, prior_entropy: 0.5207, recall: 0.9076, relative_absolute_error: 0.6249, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2508, root_relative_squared_error: 0.7803, scimark_benchmark: 1207.6049, usercpu_time_millis: 1843.625, usercpu_time_millis_testing: 52.666, usercpu_time_millis_training: 1790.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9265, f_measure: 0.898, kappa: 0.4729, kb_relative_information_score: 8065.2713, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8952, predictive_accuracy: 0.9056, prior_entropy: 0.5207, recall: 0.9056, relative_absolute_error: 0.6529, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2541, root_relative_squared_error: 0.7907, scimark_benchmark: 1210.8909, usercpu_time_millis: 2023.766, usercpu_time_millis_testing: 112.064, usercpu_time_millis_training: 1911.702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.8917, kappa: 0.4282, kb_relative_information_score: 7205.889, mean_absolute_error: 0.137, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8898, predictive_accuracy: 0.9031, prior_entropy: 0.5207, recall: 0.9031, relative_absolute_error: 0.6629, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2569, root_relative_squared_error: 0.7993, scimark_benchmark: 1212.0812, usercpu_time_millis: 1377.528, usercpu_time_millis_testing: 32.72, usercpu_time_millis_training: 1344.808,

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