Task
Supervised Classification on pc4

Supervised Classification on pc4

Task 3902 Supervised Classification pc4 112802 runs submitted
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  • mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_7 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.8883, kappa: 0.411, kb_relative_information_score: 262.4199, mean_absolute_error: 0.1421, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8984, predictive_accuracy: 0.9067, prior_entropy: 0.5368, recall: 0.9067, relative_absolute_error: 0.6616, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2512, root_relative_squared_error: 0.7673, scimark_benchmark: 1221.0007, usercpu_time_millis: 52.339, usercpu_time_millis_testing: 3.486, usercpu_time_millis_training: 48.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4955, f_measure: 0.8208, kb_relative_information_score: -0.4908, mean_absolute_error: 0.2144, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.9983, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3274, root_relative_squared_error: 1, scimark_benchmark: 1008.5008, usercpu_time_millis: 10.513, usercpu_time_millis_testing: 1.169, usercpu_time_millis_training: 9.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9293, f_measure: 0.8656, kappa: 0.2732, kb_relative_information_score: 165.1132, mean_absolute_error: 0.1536, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8851, predictive_accuracy: 0.8951, prior_entropy: 0.5368, recall: 0.8951, relative_absolute_error: 0.7153, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.8078, scimark_benchmark: 1010.4401, usercpu_time_millis: 30.707, usercpu_time_millis_testing: 2.835, usercpu_time_millis_training: 27.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8862, f_measure: 0.8208, kb_relative_information_score: -38.7635, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.8238, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2878, root_relative_squared_error: 0.879, scimark_benchmark: 1227.492, usercpu_time_millis: 41.088, usercpu_time_millis_testing: 4.412, usercpu_time_millis_training: 36.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.941, f_measure: 0.885, kappa: 0.3921, kb_relative_information_score: 249.5831, mean_absolute_error: 0.1438, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8956, predictive_accuracy: 0.9047, prior_entropy: 0.5368, recall: 0.9047, relative_absolute_error: 0.6695, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2543, root_relative_squared_error: 0.7768, scimark_benchmark: 1194.9456, usercpu_time_millis: 46.122, usercpu_time_millis_testing: 3.55, usercpu_time_millis_training: 42.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9418, f_measure: 0.8789, kappa: 0.3553, kb_relative_information_score: 209.5202, mean_absolute_error: 0.1476, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8913, predictive_accuracy: 0.9012, prior_entropy: 0.5368, recall: 0.9012, relative_absolute_error: 0.6871, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2556, root_relative_squared_error: 0.7808, scimark_benchmark: 800.4133, usercpu_time_millis: 63.576, usercpu_time_millis_testing: 4.973, usercpu_time_millis_training: 58.603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9344, f_measure: 0.8686, kappa: 0.29, kb_relative_information_score: 174.1063, mean_absolute_error: 0.152, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8896, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.7076, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2612, root_relative_squared_error: 0.798, scimark_benchmark: 1157.4494, usercpu_time_millis: 53.822, usercpu_time_millis_testing: 4.485, usercpu_time_millis_training: 49.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.8208, kb_relative_information_score: -139.9532, mean_absolute_error: 0.1874, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.8727, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2986, root_relative_squared_error: 0.9121, scimark_benchmark: 945.3918, usercpu_time_millis: 15.956, usercpu_time_millis_testing: 1.604, usercpu_time_millis_training: 14.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9373, f_measure: 0.8766, kappa: 0.3419, kb_relative_information_score: 198.0581, mean_absolute_error: 0.1478, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8892, predictive_accuracy: 0.8999, prior_entropy: 0.5368, recall: 0.8999, relative_absolute_error: 0.6882, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2582, root_relative_squared_error: 0.7886, scimark_benchmark: 992.5313, usercpu_time_millis: 62.153, usercpu_time_millis_testing: 3.593, usercpu_time_millis_training: 58.56,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.8867, kappa: 0.4024, kb_relative_information_score: 222.6169, mean_absolute_error: 0.1459, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.896, predictive_accuracy: 0.9054, prior_entropy: 0.5368, recall: 0.9054, relative_absolute_error: 0.6795, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.259, root_relative_squared_error: 0.7911, scimark_benchmark: 1012.7256, usercpu_time_millis: 3.861, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 3.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8837, f_measure: 0.8208, kb_relative_information_score: -157.7095, mean_absolute_error: 0.1862, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.8671, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2967, root_relative_squared_error: 0.9063, scimark_benchmark: 993.8712, usercpu_time_millis: 9.535, usercpu_time_millis_testing: 0.808, usercpu_time_millis_training: 8.727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8605, kappa: 0.2383, kb_relative_information_score: 84.5753, mean_absolute_error: 0.1605, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8924, predictive_accuracy: 0.8944, prior_entropy: 0.5368, recall: 0.8944, relative_absolute_error: 0.7473, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.268, root_relative_squared_error: 0.8187, scimark_benchmark: 992.0524, usercpu_time_millis: 28.374, usercpu_time_millis_testing: 2.778, usercpu_time_millis_training: 25.596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9387, f_measure: 0.8748, kappa: 0.3281, kb_relative_information_score: 193.3529, mean_absolute_error: 0.1496, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8916, predictive_accuracy: 0.8999, prior_entropy: 0.5368, recall: 0.8999, relative_absolute_error: 0.6965, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2579, root_relative_squared_error: 0.7876, scimark_benchmark: 1155.4796, usercpu_time_millis: 8.677, usercpu_time_millis_testing: 0.718, usercpu_time_millis_training: 7.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.885, kappa: 0.3921, kb_relative_information_score: 247.5162, mean_absolute_error: 0.1446, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8956, predictive_accuracy: 0.9047, prior_entropy: 0.5368, recall: 0.9047, relative_absolute_error: 0.6736, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2585, root_relative_squared_error: 0.7896, scimark_benchmark: 1238.5952, usercpu_time_millis: 97.099, usercpu_time_millis_testing: 8.676, usercpu_time_millis_training: 88.423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9366, f_measure: 0.8876, kappa: 0.4288, kb_relative_information_score: 323.9451, mean_absolute_error: 0.1331, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8856, predictive_accuracy: 0.8992, prior_entropy: 0.5368, recall: 0.8992, relative_absolute_error: 0.6196, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.772, scimark_benchmark: 1208.605, usercpu_time_millis: 2.435, usercpu_time_millis_testing: 0.218, usercpu_time_millis_training: 2.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8642, f_measure: 0.8208, kb_relative_information_score: -141.6524, mean_absolute_error: 0.1928, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.8978, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.9236, scimark_benchmark: 830.4092, usercpu_time_millis: 8.861, usercpu_time_millis_testing: 0.904, usercpu_time_millis_training: 7.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9214, f_measure: 0.8511, kappa: 0.1823, kb_relative_information_score: 80.7973, mean_absolute_error: 0.1596, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8843, predictive_accuracy: 0.8896, prior_entropy: 0.5368, recall: 0.8896, relative_absolute_error: 0.7432, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2701, root_relative_squared_error: 0.8251, scimark_benchmark: 1062.1291, usercpu_time_millis: 48.941, usercpu_time_millis_testing: 3.367, usercpu_time_millis_training: 45.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9002, f_measure: 0.8208, kb_relative_information_score: -43.9859, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.8029, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2827, root_relative_squared_error: 0.8636, scimark_benchmark: 885.9646, usercpu_time_millis: 12.988, usercpu_time_millis_testing: 1.345, usercpu_time_millis_training: 11.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8921, f_measure: 0.8497, kappa: 0.1898, kb_relative_information_score: 30.2163, mean_absolute_error: 0.1622, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8509, predictive_accuracy: 0.8813, prior_entropy: 0.5368, recall: 0.8813, relative_absolute_error: 0.7551, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2808, root_relative_squared_error: 0.8577, scimark_benchmark: 1094.8902, usercpu_time_millis: 1.434, usercpu_time_millis_testing: 0.53, usercpu_time_millis_training: 0.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.8208, kb_relative_information_score: -161.5027, mean_absolute_error: 0.1881, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.876, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.299, root_relative_squared_error: 0.9134, scimark_benchmark: 900.6427, usercpu_time_millis: 23.923, usercpu_time_millis_testing: 2.206, usercpu_time_millis_training: 21.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.8914, kappa: 0.4391, kb_relative_information_score: 377.6212, mean_absolute_error: 0.13, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8936, predictive_accuracy: 0.9054, prior_entropy: 0.5368, recall: 0.9054, relative_absolute_error: 0.6052, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2458, root_relative_squared_error: 0.7508, scimark_benchmark: 977.4643, usercpu_time_millis: 85.955, usercpu_time_millis_testing: 6.718, usercpu_time_millis_training: 79.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8959, f_measure: 0.8242, kappa: 0.0196, kb_relative_information_score: -56.1066, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8939, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.8134, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2836, root_relative_squared_error: 0.8662, scimark_benchmark: 1035.7286, usercpu_time_millis: 29.363, usercpu_time_millis_testing: 2.445, usercpu_time_millis_training: 26.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9284, f_measure: 0.8601, kappa: 0.2412, kb_relative_information_score: 144.905, mean_absolute_error: 0.1561, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8778, predictive_accuracy: 0.8916, prior_entropy: 0.5368, recall: 0.8916, relative_absolute_error: 0.727, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2661, root_relative_squared_error: 0.8129, scimark_benchmark: 1026.4462, usercpu_time_millis: 39.405, usercpu_time_millis_testing: 3.647, usercpu_time_millis_training: 35.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4955, f_measure: 0.8208, kb_relative_information_score: 0.8971, mean_absolute_error: 0.2143, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.9978, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3274, root_relative_squared_error: 1, scimark_benchmark: 1192.4845, usercpu_time_millis: 14.115, usercpu_time_millis_testing: 1.613, usercpu_time_millis_training: 12.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9154, f_measure: 0.8478, kappa: 0.1665, kb_relative_information_score: 128.1196, mean_absolute_error: 0.16, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8681, predictive_accuracy: 0.8861, prior_entropy: 0.5368, recall: 0.8861, relative_absolute_error: 0.7451, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2727, root_relative_squared_error: 0.8331, scimark_benchmark: 1151.179, usercpu_time_millis: 8.475, usercpu_time_millis_testing: 0.832, usercpu_time_millis_training: 7.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9347, f_measure: 0.8699, kappa: 0.2972, kb_relative_information_score: 168.1458, mean_absolute_error: 0.1514, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8907, predictive_accuracy: 0.8978, prior_entropy: 0.5368, recall: 0.8978, relative_absolute_error: 0.7048, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.261, root_relative_squared_error: 0.7973, scimark_benchmark: 1175.6182, usercpu_time_millis: 41.019, usercpu_time_millis_testing: 3.134, usercpu_time_millis_training: 37.885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8565, f_measure: 0.8208, kb_relative_information_score: -170.0872, mean_absolute_error: 0.1914, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.8911, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3018, root_relative_squared_error: 0.9218, scimark_benchmark: 895.4503, usercpu_time_millis: 19.486, usercpu_time_millis_testing: 2.162, usercpu_time_millis_training: 17.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9145, f_measure: 0.8382, kappa: 0.1057, kb_relative_information_score: 44.5043, mean_absolute_error: 0.1646, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8684, predictive_accuracy: 0.8834, prior_entropy: 0.5368, recall: 0.8834, relative_absolute_error: 0.7665, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2749, root_relative_squared_error: 0.8398, scimark_benchmark: 1073.878, usercpu_time_millis: 47.254, usercpu_time_millis_testing: 4.186, usercpu_time_millis_training: 43.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.867, kappa: 0.2766, kb_relative_information_score: 111.8125, mean_absolute_error: 0.1572, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8972, predictive_accuracy: 0.8978, prior_entropy: 0.5368, recall: 0.8978, relative_absolute_error: 0.7318, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2654, root_relative_squared_error: 0.8106, scimark_benchmark: 889.0613, usercpu_time_millis: 33.435, usercpu_time_millis_testing: 2.476, usercpu_time_millis_training: 30.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9102, f_measure: 0.843, kappa: 0.1336, kb_relative_information_score: 37.8045, mean_absolute_error: 0.1638, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8803, predictive_accuracy: 0.8861, prior_entropy: 0.5368, recall: 0.8861, relative_absolute_error: 0.7627, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2753, root_relative_squared_error: 0.8408, scimark_benchmark: 1144.8912, usercpu_time_millis: 8.558, usercpu_time_millis_testing: 0.68, usercpu_time_millis_training: 7.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9093, f_measure: 0.843, kappa: 0.1336, kb_relative_information_score: 21.5628, mean_absolute_error: 0.1654, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8803, predictive_accuracy: 0.8861, prior_entropy: 0.5368, recall: 0.8861, relative_absolute_error: 0.77, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2765, root_relative_squared_error: 0.8445, scimark_benchmark: 968.61, usercpu_time_millis: 8.5, usercpu_time_millis_testing: 0.696, usercpu_time_millis_training: 7.804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8372, f_measure: 0.8208, kb_relative_information_score: -150.7056, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.8876, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3019, root_relative_squared_error: 0.9222, scimark_benchmark: 845.0167, usercpu_time_millis: 5.818, usercpu_time_millis_testing: 0.701, usercpu_time_millis_training: 5.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8978, f_measure: 0.8267, kappa: 0.0358, kb_relative_information_score: 11.0951, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8541, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.798, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2819, root_relative_squared_error: 0.8612, scimark_benchmark: 859.3332, usercpu_time_millis: 17.607, usercpu_time_millis_testing: 1.824, usercpu_time_millis_training: 15.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8952, f_measure: 0.8208, kb_relative_information_score: -40.282, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.8089, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2844, root_relative_squared_error: 0.8686, scimark_benchmark: 1019.1719, usercpu_time_millis: 21.523, usercpu_time_millis_testing: 2.217, usercpu_time_millis_training: 19.306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8749, f_measure: 0.8208, kb_relative_information_score: -70.1668, mean_absolute_error: 0.1813, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.8443, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.8925, scimark_benchmark: 1233.5387, usercpu_time_millis: 19.423, usercpu_time_millis_testing: 2.515, usercpu_time_millis_training: 16.908,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8182, f_measure: 0.8208, kb_relative_information_score: -172.3662, mean_absolute_error: 0.197, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.9176, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.308, root_relative_squared_error: 0.9409, scimark_benchmark: 1077.4757, usercpu_time_millis: 3.845, usercpu_time_millis_testing: 0.433, usercpu_time_millis_training: 3.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.934, f_measure: 0.8861, kappa: 0.4, kb_relative_information_score: 252.2504, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8946, predictive_accuracy: 0.9047, prior_entropy: 0.5368, recall: 0.9047, relative_absolute_error: 0.6674, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2582, root_relative_squared_error: 0.7888, scimark_benchmark: 1026.9981, usercpu_time_millis: 99.169, usercpu_time_millis_testing: 8.707, usercpu_time_millis_training: 90.462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.8877, kappa: 0.4205, kb_relative_information_score: 342.6326, mean_absolute_error: 0.132, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8886, predictive_accuracy: 0.9019, prior_entropy: 0.5368, recall: 0.9019, relative_absolute_error: 0.6146, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.7653, scimark_benchmark: 1145.5578, usercpu_time_millis: 3.38, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 3.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, f_measure: 0.8795, kappa: 0.3596, kb_relative_information_score: 235.234, mean_absolute_error: 0.1439, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8907, predictive_accuracy: 0.9012, prior_entropy: 0.5368, recall: 0.9012, relative_absolute_error: 0.6699, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2546, root_relative_squared_error: 0.7778, scimark_benchmark: 925.9595, usercpu_time_millis: 61.599, usercpu_time_millis_testing: 3.918, usercpu_time_millis_training: 57.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.8208, kb_relative_information_score: -34.7064, mean_absolute_error: 0.1715, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.7985, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2825, root_relative_squared_error: 0.8629, scimark_benchmark: 1131.3899, usercpu_time_millis: 36.341, usercpu_time_millis_testing: 3.074, usercpu_time_millis_training: 33.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8993, f_measure: 0.8254, kappa: 0.0278, kb_relative_information_score: 18.0662, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8638, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.7962, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.8607, scimark_benchmark: 810.6766, usercpu_time_millis: 31.573, usercpu_time_millis_testing: 3.604, usercpu_time_millis_training: 27.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.8702, kappa: 0.2966, kb_relative_information_score: 148.5985, mean_absolute_error: 0.1535, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8971, predictive_accuracy: 0.8992, prior_entropy: 0.5368, recall: 0.8992, relative_absolute_error: 0.7147, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2615, root_relative_squared_error: 0.7986, scimark_benchmark: 1054.7603, usercpu_time_millis: 34.009, usercpu_time_millis_testing: 2.81, usercpu_time_millis_training: 31.199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.8208, kb_relative_information_score: -140.6726, mean_absolute_error: 0.1866, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.8689, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2974, root_relative_squared_error: 0.9083, scimark_benchmark: 1124.2184, usercpu_time_millis: 5.804, usercpu_time_millis_testing: 0.553, usercpu_time_millis_training: 5.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, f_measure: 0.8208, kb_relative_information_score: -177.6917, mean_absolute_error: 0.187, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.8707, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2982, root_relative_squared_error: 0.9109, scimark_benchmark: 1135.6922, usercpu_time_millis: 23.4, usercpu_time_millis_testing: 2.188, usercpu_time_millis_training: 21.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9089, f_measure: 0.8225, kappa: 0.0098, kb_relative_information_score: -4.7389, mean_absolute_error: 0.1673, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8933, predictive_accuracy: 0.8786, prior_entropy: 0.5368, recall: 0.8786, relative_absolute_error: 0.7789, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.8501, scimark_benchmark: 1210.2351, usercpu_time_millis: 29.381, usercpu_time_millis_testing: 2.091, usercpu_time_millis_training: 27.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9182, f_measure: 0.8515, kappa: 0.1843, kb_relative_information_score: 60.3195, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8886, predictive_accuracy: 0.8903, prior_entropy: 0.5368, recall: 0.8903, relative_absolute_error: 0.7504, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.8304, scimark_benchmark: 1076.3741, usercpu_time_millis: 22.257, usercpu_time_millis_testing: 1.358, usercpu_time_millis_training: 20.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.8238, kappa: 0.0181, kb_relative_information_score: -14.5261, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8531, predictive_accuracy: 0.8786, prior_entropy: 0.5368, recall: 0.8786, relative_absolute_error: 0.7858, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2799, root_relative_squared_error: 0.855, scimark_benchmark: 1015.1407, usercpu_time_millis: 6.43, usercpu_time_millis_testing: 0.519, usercpu_time_millis_training: 5.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9117, f_measure: 0.845, kappa: 0.1471, kb_relative_information_score: 82.8905, mean_absolute_error: 0.1648, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8738, predictive_accuracy: 0.8861, prior_entropy: 0.5368, recall: 0.8861, relative_absolute_error: 0.7674, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2755, root_relative_squared_error: 0.8416, scimark_benchmark: 1127.4242, usercpu_time_millis: 62.077, usercpu_time_millis_testing: 6.088, usercpu_time_millis_training: 55.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8896, f_measure: 0.8254, kappa: 0.0278, kb_relative_information_score: -9.4044, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8638, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.8088, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2851, root_relative_squared_error: 0.8708, scimark_benchmark: 1206.919, usercpu_time_millis: 2.208, usercpu_time_millis_testing: 0.242, usercpu_time_millis_training: 1.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.8497, kappa: 0.1741, kb_relative_information_score: 62.1944, mean_absolute_error: 0.1618, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8829, predictive_accuracy: 0.8889, prior_entropy: 0.5368, recall: 0.8889, relative_absolute_error: 0.7535, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2722, root_relative_squared_error: 0.8313, scimark_benchmark: 967.7487, usercpu_time_millis: 42.778, usercpu_time_millis_testing: 3.157, usercpu_time_millis_training: 39.621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8528, f_measure: 0.8208, kb_relative_information_score: -161.0888, mean_absolute_error: 0.1893, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.8815, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.9162, scimark_benchmark: 1291.4129, usercpu_time_millis: 16.823, usercpu_time_millis_testing: 1.837, usercpu_time_millis_training: 14.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9352, f_measure: 0.8845, kappa: 0.3897, kb_relative_information_score: 241.9459, mean_absolute_error: 0.1452, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8941, predictive_accuracy: 0.904, prior_entropy: 0.5368, recall: 0.904, relative_absolute_error: 0.6762, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2585, root_relative_squared_error: 0.7897, scimark_benchmark: 1064.1894, usercpu_time_millis: 102.164, usercpu_time_millis_testing: 10.199, usercpu_time_millis_training: 91.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9011, kappa: 0.4993, kb_relative_information_score: 407.2158, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9011, predictive_accuracy: 0.9108, prior_entropy: 0.5368, recall: 0.9108, relative_absolute_error: 0.5867, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2442, root_relative_squared_error: 0.7458, scimark_benchmark: 1151.053, usercpu_time_millis: 48.644, usercpu_time_millis_testing: 3.216, usercpu_time_millis_training: 45.428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8612, f_measure: 0.8208, kb_relative_information_score: -108.3359, mean_absolute_error: 0.1864, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.868, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2972, root_relative_squared_error: 0.9077, scimark_benchmark: 1031.522, usercpu_time_millis: 7.988, usercpu_time_millis_testing: 1.128, usercpu_time_millis_training: 6.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8825, f_measure: 0.8208, kb_relative_information_score: -47.4558, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.8246, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2883, root_relative_squared_error: 0.8807, scimark_benchmark: 1024.151, usercpu_time_millis: 3.626, usercpu_time_millis_testing: 0.318, usercpu_time_millis_training: 3.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9154, f_measure: 0.846, kappa: 0.1537, kb_relative_information_score: 58.6698, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8715, predictive_accuracy: 0.8861, prior_entropy: 0.5368, recall: 0.8861, relative_absolute_error: 0.7646, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2737, root_relative_squared_error: 0.8361, scimark_benchmark: 957.6597, usercpu_time_millis: 11.488, usercpu_time_millis_testing: 1.087, usercpu_time_millis_training: 10.401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9285, f_measure: 0.8695, kappa: 0.2915, kb_relative_information_score: 125.4812, mean_absolute_error: 0.1549, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.899, predictive_accuracy: 0.8992, prior_entropy: 0.5368, recall: 0.8992, relative_absolute_error: 0.7212, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.8103, scimark_benchmark: 1260.3245, usercpu_time_millis: 35.987, usercpu_time_millis_testing: 2.768, usercpu_time_millis_training: 33.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.8565, kappa: 0.2147, kb_relative_information_score: 95.6254, mean_absolute_error: 0.1583, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8892, predictive_accuracy: 0.8923, prior_entropy: 0.5368, recall: 0.8923, relative_absolute_error: 0.7371, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.82, scimark_benchmark: 1101.057, usercpu_time_millis: 45.962, usercpu_time_millis_testing: 4.057, usercpu_time_millis_training: 41.905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9324, f_measure: 0.8626, kappa: 0.2517, kb_relative_information_score: 99.1976, mean_absolute_error: 0.159, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8913, predictive_accuracy: 0.8951, prior_entropy: 0.5368, recall: 0.8951, relative_absolute_error: 0.7403, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.8101, scimark_benchmark: 939.8756, usercpu_time_millis: 34.441, usercpu_time_millis_testing: 3.087, usercpu_time_millis_training: 31.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4966, f_measure: 0.8208, kb_relative_information_score: 1.3973, mean_absolute_error: 0.2143, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.9978, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3274, root_relative_squared_error: 1, scimark_benchmark: 1162.9746, usercpu_time_millis: 8.146, usercpu_time_millis_testing: 1.12, usercpu_time_millis_training: 7.026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8579, kappa: 0.2226, kb_relative_information_score: 92.1506, mean_absolute_error: 0.1586, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8903, predictive_accuracy: 0.893, prior_entropy: 0.5368, recall: 0.893, relative_absolute_error: 0.7387, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.268, root_relative_squared_error: 0.8186, scimark_benchmark: 1284.7598, usercpu_time_millis: 35.893, usercpu_time_millis_testing: 2.615, usercpu_time_millis_training: 33.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.8806, kappa: 0.3662, kb_relative_information_score: 238.1924, mean_absolute_error: 0.1452, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8917, predictive_accuracy: 0.9019, prior_entropy: 0.5368, recall: 0.9019, relative_absolute_error: 0.6763, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2573, root_relative_squared_error: 0.786, scimark_benchmark: 794.3767, usercpu_time_millis: 35.467, usercpu_time_millis_testing: 3.08, usercpu_time_millis_training: 32.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.8894, kappa: 0.4274, kb_relative_information_score: 347.2616, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8916, predictive_accuracy: 0.904, prior_entropy: 0.5368, recall: 0.904, relative_absolute_error: 0.6211, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2481, root_relative_squared_error: 0.7577, scimark_benchmark: 1258.6909, usercpu_time_millis: 25.034, usercpu_time_millis_testing: 1.591, usercpu_time_millis_training: 23.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9061, f_measure: 0.8367, kappa: 0.0969, kb_relative_information_score: 58.4266, mean_absolute_error: 0.1673, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8658, predictive_accuracy: 0.8827, prior_entropy: 0.5368, recall: 0.8827, relative_absolute_error: 0.7789, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2781, root_relative_squared_error: 0.8496, scimark_benchmark: 1168.0867, usercpu_time_millis: 58.938, usercpu_time_millis_testing: 6.033, usercpu_time_millis_training: 52.905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9351, f_measure: 0.8781, kappa: 0.3443, kb_relative_information_score: 172.6258, mean_absolute_error: 0.1504, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9009, predictive_accuracy: 0.9033, prior_entropy: 0.5368, recall: 0.9033, relative_absolute_error: 0.7005, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2605, root_relative_squared_error: 0.7958, scimark_benchmark: 1201.3884, usercpu_time_millis: 66.684, usercpu_time_millis_testing: 4.071, usercpu_time_millis_training: 62.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, f_measure: 0.8755, kappa: 0.3351, kb_relative_information_score: 238.055, mean_absolute_error: 0.1455, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8882, predictive_accuracy: 0.8992, prior_entropy: 0.5368, recall: 0.8992, relative_absolute_error: 0.6775, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.7829, scimark_benchmark: 860.6931, usercpu_time_millis: 17.388, usercpu_time_millis_testing: 1.795, usercpu_time_millis_training: 15.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4955, f_measure: 0.8208, kb_relative_information_score: 0.5713, mean_absolute_error: 0.2144, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.9982, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3274, root_relative_squared_error: 1, scimark_benchmark: 1179.5025, usercpu_time_millis: 6.158, usercpu_time_millis_testing: 0.792, usercpu_time_millis_training: 5.366,

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