OpenML
Supervised Classification on ozone-level-8hr

Supervised Classification on ozone-level-8hr

Task 145855 Supervised Classification ozone-level-8hr 90654 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9063, kb_relative_information_score: -1.0717, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9973, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1247.7201, usercpu_time_millis: 11.676, usercpu_time_millis_testing: 1.172, usercpu_time_millis_training: 10.504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.9115, kappa: 0.0658, kb_relative_information_score: -673.1205, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9271, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.815, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.8678, scimark_benchmark: 1267.857, usercpu_time_millis: 106.424, usercpu_time_millis_testing: 9.228, usercpu_time_millis_training: 97.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8381, f_measure: 0.9063, kb_relative_information_score: -1263.2458, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9196, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2299, root_relative_squared_error: 0.9451, scimark_benchmark: 1246.9551, usercpu_time_millis: 10.432, usercpu_time_millis_testing: 0.701, usercpu_time_millis_training: 9.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9103, f_measure: 0.9082, kappa: 0.0232, kb_relative_information_score: -700.2239, mean_absolute_error: 0.0982, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9415, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8275, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.8766, scimark_benchmark: 1262.5586, usercpu_time_millis: 39.133, usercpu_time_millis_testing: 3.763, usercpu_time_millis_training: 35.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -750.2105, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9412, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8352, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.878, scimark_benchmark: 1269.074, usercpu_time_millis: 44.727, usercpu_time_millis_testing: 4.517, usercpu_time_millis_training: 40.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8856, f_measure: 0.9063, kb_relative_information_score: -945.5751, mean_absolute_error: 0.1056, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8903, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2235, root_relative_squared_error: 0.919, scimark_benchmark: 1270.6866, usercpu_time_millis: 44.077, usercpu_time_millis_testing: 4.26, usercpu_time_millis_training: 39.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.925, kappa: 0.2302, kb_relative_information_score: -633.6347, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9375, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.79, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.8507, scimark_benchmark: 1252.0551, usercpu_time_millis: 102.957, usercpu_time_millis_testing: 5.957, usercpu_time_millis_training: 97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8928, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -951.1796, mean_absolute_error: 0.1014, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9096, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8552, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.8974, scimark_benchmark: 1256.2051, usercpu_time_millis: 17.032, usercpu_time_millis_testing: 1.149, usercpu_time_millis_training: 15.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -832.351, mean_absolute_error: 0.1, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8435, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2149, root_relative_squared_error: 0.8834, scimark_benchmark: 1264.7619, usercpu_time_millis: 49.555, usercpu_time_millis_testing: 4.367, usercpu_time_millis_training: 45.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8877, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1083.8737, mean_absolute_error: 0.1034, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8717, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2219, root_relative_squared_error: 0.9122, scimark_benchmark: 1269.1955, usercpu_time_millis: 79.318, usercpu_time_millis_testing: 4.206, usercpu_time_millis_training: 75.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -822.6175, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8288, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.8772, scimark_benchmark: 1271.7389, usercpu_time_millis: 28.097, usercpu_time_millis_testing: 1.697, usercpu_time_millis_training: 26.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8896, f_measure: 0.9063, kb_relative_information_score: -939.2424, mean_absolute_error: 0.1048, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8831, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2222, root_relative_squared_error: 0.9138, scimark_benchmark: 1273.2104, usercpu_time_millis: 42.158, usercpu_time_millis_testing: 4.236, usercpu_time_millis_training: 37.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9093, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -704.5853, mean_absolute_error: 0.097, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8178, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.8705, scimark_benchmark: 1254.1739, usercpu_time_millis: 46.89, usercpu_time_millis_testing: 4.367, usercpu_time_millis_training: 42.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9077, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -784.4166, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8228, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.8779, scimark_benchmark: 1265.6122, usercpu_time_millis: 34.752, usercpu_time_millis_testing: 2.82, usercpu_time_millis_training: 31.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.9227, kappa: 0.2026, kb_relative_information_score: -651.7344, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9351, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7914, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.8522, scimark_benchmark: 1273.1099, usercpu_time_millis: 40.115, usercpu_time_millis_testing: 2.545, usercpu_time_millis_training: 37.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8708, f_measure: 0.9063, kb_relative_information_score: -1117.6788, mean_absolute_error: 0.1074, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9053, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2268, root_relative_squared_error: 0.9324, scimark_benchmark: 1264.78, usercpu_time_millis: 41.643, usercpu_time_millis_testing: 3.245, usercpu_time_millis_training: 38.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.9063, kb_relative_information_score: -1023.4529, mean_absolute_error: 0.1067, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8998, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.9265, scimark_benchmark: 1250.8523, usercpu_time_millis: 14.673, usercpu_time_millis_testing: 1.402, usercpu_time_millis_training: 13.271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, f_measure: 0.9166, kappa: 0.1277, kb_relative_information_score: -702.8573, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9323, predictive_accuracy: 0.9404, prior_entropy: 0.3411, recall: 0.9404, relative_absolute_error: 0.8138, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.862, scimark_benchmark: 1272.6796, usercpu_time_millis: 47.14, usercpu_time_millis_testing: 3.804, usercpu_time_millis_training: 43.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9227, kappa: 0.2026, kb_relative_information_score: -690.8974, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9351, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.8008, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.8577, scimark_benchmark: 1254.068, usercpu_time_millis: 18.584, usercpu_time_millis_testing: 1.01, usercpu_time_millis_training: 17.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -884.7547, mean_absolute_error: 0.099, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8351, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.8844, scimark_benchmark: 1251.6317, usercpu_time_millis: 44.809, usercpu_time_millis_testing: 2.078, usercpu_time_millis_training: 42.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8839, f_measure: 0.9063, kb_relative_information_score: -988.118, mean_absolute_error: 0.1062, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8953, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.9231, scimark_benchmark: 1256.463, usercpu_time_millis: 52.216, usercpu_time_millis_testing: 5.132, usercpu_time_millis_training: 47.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.9264, kappa: 0.2547, kb_relative_information_score: -626.0213, mean_absolute_error: 0.0916, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9318, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7724, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2062, root_relative_squared_error: 0.8479, scimark_benchmark: 1266.7405, usercpu_time_millis: 11.159, usercpu_time_millis_testing: 0.763, usercpu_time_millis_training: 10.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8868, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -967.2248, mean_absolute_error: 0.1026, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9412, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8649, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2182, root_relative_squared_error: 0.897, scimark_benchmark: 1247.0865, usercpu_time_millis: 42.008, usercpu_time_millis_testing: 3.084, usercpu_time_millis_training: 38.924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8853, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1111.668, mean_absolute_error: 0.1044, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8805, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.9176, scimark_benchmark: 1260.3562, usercpu_time_millis: 51.767, usercpu_time_millis_testing: 3.449, usercpu_time_millis_training: 48.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.9154, kappa: 0.1097, kb_relative_information_score: -699.89, mean_absolute_error: 0.0948, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9386, predictive_accuracy: 0.9404, prior_entropy: 0.3411, recall: 0.9404, relative_absolute_error: 0.7992, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.865, scimark_benchmark: 1269.5059, usercpu_time_millis: 47.609, usercpu_time_millis_testing: 2.658, usercpu_time_millis_training: 44.951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8318, f_measure: 0.9063, kb_relative_information_score: -869.1695, mean_absolute_error: 0.1128, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.951, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.9624, scimark_benchmark: 1264.9865, usercpu_time_millis: 14.017, usercpu_time_millis_testing: 1.356, usercpu_time_millis_training: 12.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8836, f_measure: 0.9063, kb_relative_information_score: -1044.0537, mean_absolute_error: 0.1053, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8879, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2237, root_relative_squared_error: 0.9198, scimark_benchmark: 1269.0098, usercpu_time_millis: 45.99, usercpu_time_millis_testing: 4.002, usercpu_time_millis_training: 41.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9032, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -835.5181, mean_absolute_error: 0.1, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8434, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.8855, scimark_benchmark: 1250.2476, usercpu_time_millis: 51.196, usercpu_time_millis_testing: 4.062, usercpu_time_millis_training: 47.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, f_measure: 0.925, kappa: 0.2302, kb_relative_information_score: -642.5803, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9375, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.788, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.8513, scimark_benchmark: 1250.7883, usercpu_time_millis: 58.891, usercpu_time_millis_testing: 3.197, usercpu_time_millis_training: 55.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8652, f_measure: 0.9063, kb_relative_information_score: -1080.445, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9143, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.9388, scimark_benchmark: 1268.7265, usercpu_time_millis: 6.671, usercpu_time_millis_testing: 0.603, usercpu_time_millis_training: 6.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.903, f_measure: 0.9115, kappa: 0.0658, kb_relative_information_score: -791.3819, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9271, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8285, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2122, root_relative_squared_error: 0.8723, scimark_benchmark: 1271.0263, usercpu_time_millis: 14.634, usercpu_time_millis_testing: 1.022, usercpu_time_millis_training: 13.612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9046, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -810.0122, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8257, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.875, scimark_benchmark: 1265.0669, usercpu_time_millis: 29.908, usercpu_time_millis_testing: 1.879, usercpu_time_millis_training: 28.029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9097, f_measure: 0.9133, kappa: 0.0873, kb_relative_information_score: -706.2426, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.931, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.8022, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.8667, scimark_benchmark: 1262.6146, usercpu_time_millis: 73.498, usercpu_time_millis_testing: 4.322, usercpu_time_millis_training: 69.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9151, f_measure: 0.9216, kappa: 0.187, kb_relative_information_score: -653.59, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.938, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7953, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.8535, scimark_benchmark: 1242.4016, usercpu_time_millis: 122.713, usercpu_time_millis_testing: 7.616, usercpu_time_millis_training: 115.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.9205, kappa: 0.1758, kb_relative_information_score: -674.9969, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9347, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7999, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.8574, scimark_benchmark: 1245.5969, usercpu_time_millis: 86.756, usercpu_time_millis_testing: 5.276, usercpu_time_millis_training: 81.48,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -745.0083, mean_absolute_error: 0.0959, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8084, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2116, root_relative_squared_error: 0.87, scimark_benchmark: 1270.0967, usercpu_time_millis: 45.384, usercpu_time_millis_testing: 3.124, usercpu_time_millis_training: 42.26,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9135, f_measure: 0.925, kappa: 0.2302, kb_relative_information_score: -641.9828, mean_absolute_error: 0.0929, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9375, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7831, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.8482, scimark_benchmark: 1262.3198, usercpu_time_millis: 51.43, usercpu_time_millis_testing: 2.587, usercpu_time_millis_training: 48.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.9197, kappa: 0.1661, kb_relative_information_score: -632.3986, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9337, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.7943, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.8575, scimark_benchmark: 1253.4869, usercpu_time_millis: 80.341, usercpu_time_millis_testing: 5.975, usercpu_time_millis_training: 74.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9126, f_measure: 0.9222, kappa: 0.1949, kb_relative_information_score: -695.821, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9364, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.8007, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.8567, scimark_benchmark: 1271.4649, usercpu_time_millis: 12.918, usercpu_time_millis_testing: 0.989, usercpu_time_millis_training: 11.929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.9278, kappa: 0.2716, kb_relative_information_score: -596.9397, mean_absolute_error: 0.0912, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9334, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.769, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.8433, scimark_benchmark: 1270.2095, usercpu_time_millis: 33.234, usercpu_time_millis_testing: 1.592, usercpu_time_millis_training: 31.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.9106, kappa: 0.0549, kb_relative_information_score: -650.1295, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9245, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8117, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2112, root_relative_squared_error: 0.8682, scimark_benchmark: 1270.3303, usercpu_time_millis: 50.069, usercpu_time_millis_testing: 4.955, usercpu_time_millis_training: 45.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9141, f_measure: 0.9214, kappa: 0.1854, kb_relative_information_score: -658.1869, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9356, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.795, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.854, scimark_benchmark: 1275.2449, usercpu_time_millis: 42.194, usercpu_time_millis_testing: 2.799, usercpu_time_millis_training: 39.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.9127, kappa: 0.0778, kb_relative_information_score: -725.1714, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9354, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.8041, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.211, root_relative_squared_error: 0.8676, scimark_benchmark: 1252.126, usercpu_time_millis: 72.025, usercpu_time_millis_testing: 4.635, usercpu_time_millis_training: 67.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.876, f_measure: 0.9063, kb_relative_information_score: -1129.715, mean_absolute_error: 0.1068, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9006, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2262, root_relative_squared_error: 0.9302, scimark_benchmark: 1259.6795, usercpu_time_millis: 20.363, usercpu_time_millis_testing: 1.721, usercpu_time_millis_training: 18.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -893.3365, mean_absolute_error: 0.1016, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8562, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2177, root_relative_squared_error: 0.8953, scimark_benchmark: 1250.7902, usercpu_time_millis: 31.597, usercpu_time_millis_testing: 2.69, usercpu_time_millis_training: 28.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9075, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -795.0399, mean_absolute_error: 0.099, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8348, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2144, root_relative_squared_error: 0.8816, scimark_benchmark: 1244.694, usercpu_time_millis: 24.681, usercpu_time_millis_testing: 1.942, usercpu_time_millis_training: 22.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -861.5267, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.841, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2156, root_relative_squared_error: 0.8863, scimark_benchmark: 1250.7754, usercpu_time_millis: 28.687, usercpu_time_millis_testing: 2.043, usercpu_time_millis_training: 26.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9087, f_measure: 0.9191, kappa: 0.1578, kb_relative_information_score: -707.4114, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9355, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.8121, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.21, root_relative_squared_error: 0.8636, scimark_benchmark: 1254.993, usercpu_time_millis: 28.573, usercpu_time_millis_testing: 1.932, usercpu_time_millis_training: 26.641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8733, f_measure: 0.9063, kb_relative_information_score: -1130.6368, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8969, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.9295, scimark_benchmark: 1251.15, usercpu_time_millis: 6.196, usercpu_time_millis_testing: 0.476, usercpu_time_millis_training: 5.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1082.5384, mean_absolute_error: 0.1036, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8734, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.914, scimark_benchmark: 1258.2786, usercpu_time_millis: 15.921, usercpu_time_millis_testing: 0.94, usercpu_time_millis_training: 14.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -795.4493, mean_absolute_error: 0.0988, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8331, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.8824, scimark_benchmark: 1265.3002, usercpu_time_millis: 39.585, usercpu_time_millis_testing: 3.202, usercpu_time_millis_training: 36.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.9106, kappa: 0.0549, kb_relative_information_score: -684.9744, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9245, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8155, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.8719, scimark_benchmark: 1271.4232, usercpu_time_millis: 27.882, usercpu_time_millis_testing: 2.311, usercpu_time_millis_training: 25.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9107, f_measure: 0.9131, kappa: 0.0861, kb_relative_information_score: -730.2717, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9263, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.8201, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.8647, scimark_benchmark: 1256.1218, usercpu_time_millis: 64.742, usercpu_time_millis_testing: 5.178, usercpu_time_millis_training: 59.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9029, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -795.0579, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9412, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8465, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.887, scimark_benchmark: 1264.1868, usercpu_time_millis: 25.924, usercpu_time_millis_testing: 2.354, usercpu_time_millis_training: 23.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8259, f_measure: 0.9063, kb_relative_information_score: -1055.2255, mean_absolute_error: 0.1107, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9332, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.9529, scimark_benchmark: 1263.989, usercpu_time_millis: 5.35, usercpu_time_millis_testing: 0.488, usercpu_time_millis_training: 4.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -772.2964, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9296, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8102, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2122, root_relative_squared_error: 0.8727, scimark_benchmark: 1259.5811, usercpu_time_millis: 116.349, usercpu_time_millis_testing: 5.69, usercpu_time_millis_training: 110.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9035, f_measure: 0.9142, kappa: 0.0979, kb_relative_information_score: -789.4111, mean_absolute_error: 0.098, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9324, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.8264, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.8708, scimark_benchmark: 1263.7173, usercpu_time_millis: 36.514, usercpu_time_millis_testing: 2.662, usercpu_time_millis_training: 33.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8938, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -907.9192, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8463, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.8887, scimark_benchmark: 1263.2421, usercpu_time_millis: 11.182, usercpu_time_millis_testing: 0.787, usercpu_time_millis_training: 10.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9141, f_measure: 0.9261, kappa: 0.241, kb_relative_information_score: -610.7503, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9401, predictive_accuracy: 0.9448, prior_entropy: 0.3411, recall: 0.9448, relative_absolute_error: 0.7803, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.8524, scimark_benchmark: 1269.4236, usercpu_time_millis: 127.396, usercpu_time_millis_testing: 6.596, usercpu_time_millis_training: 120.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8347, f_measure: 0.9063, kb_relative_information_score: -1255.2763, mean_absolute_error: 0.1097, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9249, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.9476, scimark_benchmark: 1272.0801, usercpu_time_millis: 9.742, usercpu_time_millis_testing: 0.827, usercpu_time_millis_training: 8.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.9063, kb_relative_information_score: -1279.5949, mean_absolute_error: 0.1081, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9117, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2285, root_relative_squared_error: 0.9393, scimark_benchmark: 1258.4356, usercpu_time_millis: 23.3, usercpu_time_millis_testing: 1.093, usercpu_time_millis_training: 22.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9167, f_measure: 0.9205, kappa: 0.1758, kb_relative_information_score: -609.348, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9347, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.789, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.8538, scimark_benchmark: 1270.5271, usercpu_time_millis: 96.375, usercpu_time_millis_testing: 7.447, usercpu_time_millis_training: 88.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.9227, kappa: 0.2026, kb_relative_information_score: -698.9252, mean_absolute_error: 0.0945, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9351, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7964, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.854, scimark_benchmark: 1260.657, usercpu_time_millis: 19.797, usercpu_time_millis_testing: 1.231, usercpu_time_millis_training: 18.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.9238, kappa: 0.2136, kb_relative_information_score: -648.2533, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.938, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7887, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.8506, scimark_benchmark: 1251.1465, usercpu_time_millis: 125.632, usercpu_time_millis_testing: 6.308, usercpu_time_millis_training: 119.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8749, f_measure: 0.9063, kb_relative_information_score: -1149.7334, mean_absolute_error: 0.1066, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8988, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.9296, scimark_benchmark: 1250.2994, usercpu_time_millis: 34.399, usercpu_time_millis_testing: 2.602, usercpu_time_millis_training: 31.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9081, f_measure: 0.9205, kappa: 0.1758, kb_relative_information_score: -718.4458, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9347, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.8038, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.8586, scimark_benchmark: 1270.9219, usercpu_time_millis: 29.13, usercpu_time_millis_testing: 1.636, usercpu_time_millis_training: 27.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9165, f_measure: 0.925, kappa: 0.2339, kb_relative_information_score: -621.8528, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9333, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7775, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2055, root_relative_squared_error: 0.845, scimark_benchmark: 1272.0647, usercpu_time_millis: 90.619, usercpu_time_millis_testing: 3.698, usercpu_time_millis_training: 86.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.9177, kappa: 0.1393, kb_relative_information_score: -709.3737, mean_absolute_error: 0.0962, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9369, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.8108, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.8627, scimark_benchmark: 1257.7659, usercpu_time_millis: 18.731, usercpu_time_millis_testing: 1.622, usercpu_time_millis_training: 17.109,

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