Task
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: 0.8978, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -778.5052, mean_absolute_error: 0.1005, 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: 0.8475, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.8919, scimark_benchmark: 1264.8474, usercpu_time_millis: 5.451, usercpu_time_millis_testing: 0.523, usercpu_time_millis_training: 4.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9062, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -800.6122, mean_absolute_error: 0.0993, 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: 0.8373, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.8801, scimark_benchmark: 1250.4814, usercpu_time_millis: 71.496, usercpu_time_millis_testing: 6.102, usercpu_time_millis_training: 65.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9102, f_measure: 0.9136, kappa: 0.0885, kb_relative_information_score: -714.0402, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9366, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.8036, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.8667, scimark_benchmark: 1265.854, usercpu_time_millis: 105.854, usercpu_time_millis_testing: 6.734, usercpu_time_millis_training: 99.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9182, f_measure: 0.9281, kappa: 0.2735, kb_relative_information_score: -559.1258, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9346, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7647, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.205, root_relative_squared_error: 0.8427, scimark_benchmark: 1276.3159, usercpu_time_millis: 97.438, usercpu_time_millis_testing: 5.372, usercpu_time_millis_training: 92.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9067, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -715.1699, mean_absolute_error: 0.0977, 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: 0.824, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.8765, scimark_benchmark: 1256.0756, usercpu_time_millis: 5.493, usercpu_time_millis_testing: 0.415, usercpu_time_millis_training: 5.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -966.089, mean_absolute_error: 0.1015, 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: 0.8554, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2184, root_relative_squared_error: 0.8978, scimark_benchmark: 1266.1495, usercpu_time_millis: 49.146, usercpu_time_millis_testing: 3.349, usercpu_time_millis_training: 45.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -728.7413, mean_absolute_error: 0.0984, 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: 0.8298, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2139, root_relative_squared_error: 0.8794, scimark_benchmark: 1261.9935, usercpu_time_millis: 36.165, usercpu_time_millis_testing: 3.487, usercpu_time_millis_training: 32.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -795.5311, mean_absolute_error: 0.1, 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: 0.8429, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2158, root_relative_squared_error: 0.8873, scimark_benchmark: 1248.0506, usercpu_time_millis: 55.086, usercpu_time_millis_testing: 5.282, usercpu_time_millis_training: 49.804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, f_measure: 0.9063, kb_relative_information_score: -1074.4499, mean_absolute_error: 0.1045, 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: 0.8808, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2225, root_relative_squared_error: 0.9148, scimark_benchmark: 1267.3794, usercpu_time_millis: 25.888, usercpu_time_millis_testing: 1.818, usercpu_time_millis_training: 24.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8229, f_measure: 0.9063, kb_relative_information_score: -942.8673, mean_absolute_error: 0.1108, 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: 0.9341, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.9535, scimark_benchmark: 1266.9135, usercpu_time_millis: 28.188, usercpu_time_millis_testing: 2.727, usercpu_time_millis_training: 25.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -938.5084, mean_absolute_error: 0.1016, 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: 0.8568, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2185, root_relative_squared_error: 0.8984, scimark_benchmark: 1241.8689, usercpu_time_millis: 32.975, usercpu_time_millis_testing: 2.456, usercpu_time_millis_training: 30.519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -734.0642, mean_absolute_error: 0.0986, 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: 0.8314, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.8765, scimark_benchmark: 1257.1965, usercpu_time_millis: 92.453, usercpu_time_millis_testing: 7.717, usercpu_time_millis_training: 84.736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9149, f_measure: 0.9265, kappa: 0.2595, kb_relative_information_score: -556.1385, mean_absolute_error: 0.0902, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9304, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7607, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2053, root_relative_squared_error: 0.8443, scimark_benchmark: 1239.8509, usercpu_time_millis: 180.125, usercpu_time_millis_testing: 7.171, usercpu_time_millis_training: 172.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8884, f_measure: 0.9063, kb_relative_information_score: -1023.1548, mean_absolute_error: 0.1041, 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: 0.8776, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2219, root_relative_squared_error: 0.9123, scimark_benchmark: 1256.0782, usercpu_time_millis: 60.638, usercpu_time_millis_testing: 4.888, usercpu_time_millis_training: 55.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8258, f_measure: 0.9214, kappa: 0.2123, kb_relative_information_score: -1358.7744, mean_absolute_error: 0.0956, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9193, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8059, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.223, root_relative_squared_error: 0.9168, scimark_benchmark: 1266.777, usercpu_time_millis: 2.504, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 2.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8996, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -860.5685, mean_absolute_error: 0.1003, 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: 0.8457, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2156, root_relative_squared_error: 0.8863, scimark_benchmark: 1245.0213, usercpu_time_millis: 58.19, usercpu_time_millis_testing: 4.551, usercpu_time_millis_training: 53.639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9028, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -825.3937, mean_absolute_error: 0.0998, 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: 0.8414, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.215, root_relative_squared_error: 0.884, scimark_benchmark: 1269.1255, usercpu_time_millis: 20.975, usercpu_time_millis_testing: 2.203, usercpu_time_millis_training: 18.772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9154, f_measure: 0.9205, kappa: 0.1758, kb_relative_information_score: -605.5201, mean_absolute_error: 0.0933, 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: 0.7867, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.8541, scimark_benchmark: 1268.3082, usercpu_time_millis: 35.013, usercpu_time_millis_testing: 2.604, usercpu_time_millis_training: 32.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9092, f_measure: 0.9169, kappa: 0.1291, kb_relative_information_score: -704.0735, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.936, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.8143, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.865, scimark_benchmark: 1261.9998, usercpu_time_millis: 42.011, usercpu_time_millis_testing: 3.004, usercpu_time_millis_training: 39.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9056, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -801.882, mean_absolute_error: 0.0975, 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: 0.8222, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.8751, scimark_benchmark: 1263.1519, usercpu_time_millis: 23.561, usercpu_time_millis_testing: 1.462, usercpu_time_millis_training: 22.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.9177, kappa: 0.1393, kb_relative_information_score: -731.2111, mean_absolute_error: 0.0956, 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: 0.8061, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.8625, scimark_benchmark: 1244.3979, usercpu_time_millis: 72.001, usercpu_time_millis_testing: 3.906, usercpu_time_millis_training: 68.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.9115, kappa: 0.0658, kb_relative_information_score: -689.8641, mean_absolute_error: 0.0973, 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: 0.8205, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.871, scimark_benchmark: 1267.2127, usercpu_time_millis: 100.801, usercpu_time_millis_testing: 8.429, usercpu_time_millis_training: 92.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8879, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -960.0558, mean_absolute_error: 0.1003, 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: 0.8454, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2173, root_relative_squared_error: 0.8935, scimark_benchmark: 1256.3883, usercpu_time_millis: 4.106, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 3.803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1069.6946, mean_absolute_error: 0.1035, 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: 0.8722, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.9101, scimark_benchmark: 1266.863, usercpu_time_millis: 80.211, usercpu_time_millis_testing: 3.769, usercpu_time_millis_training: 76.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8374, f_measure: 0.9063, kb_relative_information_score: -1041.3437, mean_absolute_error: 0.1121, 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: 0.9452, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2332, root_relative_squared_error: 0.9589, scimark_benchmark: 1246.6863, usercpu_time_millis: 24.72, usercpu_time_millis_testing: 2.603, usercpu_time_millis_training: 22.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8584, f_measure: 0.9063, kb_relative_information_score: -1290.4073, 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: 0.9116, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.9386, scimark_benchmark: 1249.1671, usercpu_time_millis: 2.793, usercpu_time_millis_testing: 0.405, usercpu_time_millis_training: 2.388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.9063, kb_relative_information_score: -0.7773, 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: 0.9971, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1241.6372, usercpu_time_millis: 8.504, usercpu_time_millis_testing: 0.947, usercpu_time_millis_training: 7.557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9028, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -770.9682, mean_absolute_error: 0.0997, 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: 0.8403, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.8824, scimark_benchmark: 1268.1417, usercpu_time_millis: 22.461, usercpu_time_millis_testing: 2.298, usercpu_time_millis_training: 20.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.829, f_measure: 0.9063, kb_relative_information_score: -1046.8421, mean_absolute_error: 0.1096, 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: 0.924, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.9477, scimark_benchmark: 1250.2583, usercpu_time_millis: 23.447, usercpu_time_millis_testing: 2.168, usercpu_time_millis_training: 21.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9144, f_measure: 0.9255, kappa: 0.2374, kb_relative_information_score: -613.372, mean_absolute_error: 0.0929, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9365, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7833, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2064, root_relative_squared_error: 0.8486, scimark_benchmark: 1246.1333, usercpu_time_millis: 125.279, usercpu_time_millis_testing: 7.184, usercpu_time_millis_training: 118.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8256, f_measure: 0.9063, kb_relative_information_score: -1487.4873, mean_absolute_error: 0.1094, 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: 0.922, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.9513, scimark_benchmark: 1899.2286, usercpu_time_millis: 2.918, usercpu_time_millis_testing: 0.135, usercpu_time_millis_training: 2.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: 3.0442, 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: 0.9972, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1848.7762, usercpu_time_millis: 2.989, usercpu_time_millis_testing: 0.501, usercpu_time_millis_training: 2.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.827, f_measure: 0.9063, kb_relative_information_score: -1448.8864, mean_absolute_error: 0.1093, 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: 0.9212, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.9492, scimark_benchmark: 1848.7762, usercpu_time_millis: 11.544, usercpu_time_millis_testing: 0.522, usercpu_time_millis_training: 11.022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8893, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -941.6554, mean_absolute_error: 0.0983, 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: 0.829, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2152, root_relative_squared_error: 0.885, scimark_benchmark: 1971.7351, usercpu_time_millis: 19.455, usercpu_time_millis_testing: 0.232, usercpu_time_millis_training: 19.223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8826, f_measure: 0.9106, kappa: 0.0549, kb_relative_information_score: -981.9512, mean_absolute_error: 0.102, 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: 0.8596, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2168, root_relative_squared_error: 0.8915, scimark_benchmark: 789.421, usercpu_time_millis: 17.198, usercpu_time_millis_testing: 0.934, usercpu_time_millis_training: 16.264,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8897, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -969.3615, mean_absolute_error: 0.0984, 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: 0.8298, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.8884, scimark_benchmark: 1845.8867, usercpu_time_millis: 62.513, usercpu_time_millis_testing: 1.079, usercpu_time_millis_training: 61.434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8916, f_measure: 0.914, kappa: 0.0967, kb_relative_information_score: -964.211, mean_absolute_error: 0.0988, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9281, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.8333, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.8787, scimark_benchmark: 1836.6668, usercpu_time_millis: 73.549, usercpu_time_millis_testing: 1.314, usercpu_time_millis_training: 72.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8973, f_measure: 0.9265, kappa: 0.2515, kb_relative_information_score: -826.3355, mean_absolute_error: 0.0945, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7971, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.8624, scimark_benchmark: 1839.8152, usercpu_time_millis: 115.096, usercpu_time_millis_testing: 1.667, usercpu_time_millis_training: 113.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.9157, kappa: 0.1175, kb_relative_information_score: -788.932, mean_absolute_error: 0.0977, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9311, predictive_accuracy: 0.94, prior_entropy: 0.3411, recall: 0.94, relative_absolute_error: 0.824, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.8737, scimark_benchmark: 1736.4021, usercpu_time_millis: 4.951, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 4.601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.82, f_measure: 0.9063, kb_relative_information_score: -1153.4015, 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: 0.9245, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.9503, scimark_benchmark: 1906.9984, usercpu_time_millis: 6.459, usercpu_time_millis_testing: 0.514, usercpu_time_millis_training: 5.945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.9243, kappa: 0.2211, kb_relative_information_score: -693.6819, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9367, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7922, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.8578, scimark_benchmark: 1733.3606, usercpu_time_millis: 11.668, usercpu_time_millis_testing: 0.436, usercpu_time_millis_training: 11.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9063, kb_relative_information_score: 0.9528, mean_absolute_error: 0.1182, 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: 0.9963, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1850.2875, usercpu_time_millis: 1.35, usercpu_time_millis_testing: 0.143, usercpu_time_millis_training: 1.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.9063, kb_relative_information_score: 3.4339, 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: 1734.6706, usercpu_time_millis: 2.611, usercpu_time_millis_testing: 0.406, usercpu_time_millis_training: 2.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8872, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -1022.2735, mean_absolute_error: 0.0994, 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: 0.8377, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.8899, scimark_benchmark: 1834.8102, usercpu_time_millis: 12.929, usercpu_time_millis_testing: 0.197, usercpu_time_millis_training: 12.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8803, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1109.1424, mean_absolute_error: 0.1039, 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: 0.8762, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2216, root_relative_squared_error: 0.911, scimark_benchmark: 1733.8711, usercpu_time_millis: 17.856, usercpu_time_millis_testing: 0.985, usercpu_time_millis_training: 16.871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8308, f_measure: 0.9063, kb_relative_information_score: -1419.2504, mean_absolute_error: 0.109, 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: 0.9186, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2299, root_relative_squared_error: 0.9451, scimark_benchmark: 1896.8223, usercpu_time_millis: 20.139, usercpu_time_millis_testing: 0.84, usercpu_time_millis_training: 19.299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, f_measure: 0.9063, kb_relative_information_score: -1204.5968, mean_absolute_error: 0.1041, 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: 0.8779, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.9163, scimark_benchmark: 1846.8212, usercpu_time_millis: 26.365, usercpu_time_millis_testing: 0.514, usercpu_time_millis_training: 25.851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8926, f_measure: 0.9149, kappa: 0.1184, kb_relative_information_score: -820.0445, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9161, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.7977, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.8802, scimark_benchmark: 1838.5278, usercpu_time_millis: 28.463, usercpu_time_millis_testing: 0.619, usercpu_time_millis_training: 27.844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, f_measure: 0.9253, kappa: 0.2356, kb_relative_information_score: -780.7814, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9348, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7924, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.8582, scimark_benchmark: 1842.1427, usercpu_time_millis: 94.274, usercpu_time_millis_testing: 1.673, usercpu_time_millis_training: 92.601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: -9.0285, mean_absolute_error: 0.1182, 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: 0.9967, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1900.4836, usercpu_time_millis: 1.702, usercpu_time_millis_testing: 0.201, usercpu_time_millis_training: 1.501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9026, f_measure: 0.928, kappa: 0.2762, kb_relative_information_score: -644.7854, mean_absolute_error: 0.0911, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7683, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.8573, scimark_benchmark: 1901.5001, usercpu_time_millis: 22.958, usercpu_time_millis_testing: 0.571, usercpu_time_millis_training: 22.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8957, f_measure: 0.9178, kappa: 0.145, kb_relative_information_score: -805.5331, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.929, predictive_accuracy: 0.9404, prior_entropy: 0.3411, recall: 0.9404, relative_absolute_error: 0.8008, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2126, root_relative_squared_error: 0.874, scimark_benchmark: 1838.712, usercpu_time_millis: 55.476, usercpu_time_millis_testing: 1.109, usercpu_time_millis_training: 54.367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.927, kappa: 0.2734, kb_relative_information_score: -826.6763, mean_absolute_error: 0.0931, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9274, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.7851, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2138, root_relative_squared_error: 0.879, scimark_benchmark: 1846.2489, usercpu_time_millis: 109.651, usercpu_time_millis_testing: 1.461, usercpu_time_millis_training: 108.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -1024.1329, mean_absolute_error: 0.101, 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: 0.8517, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2191, root_relative_squared_error: 0.9007, scimark_benchmark: 1739.5363, usercpu_time_millis: 0.667, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9078, f_measure: 0.9271, kappa: 0.2632, kb_relative_information_score: -659.4836, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9326, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7747, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.208, root_relative_squared_error: 0.8553, scimark_benchmark: 1847.8629, usercpu_time_millis: 1.261, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 1.179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9136, f_measure: 0.9222, kappa: 0.1949, kb_relative_information_score: -615.7184, mean_absolute_error: 0.0934, 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: 0.7878, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.8531, scimark_benchmark: 1828.6775, usercpu_time_millis: 9.241, usercpu_time_millis_testing: 1.031, usercpu_time_millis_training: 8.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8296, f_measure: 0.9063, kb_relative_information_score: -1232.275, mean_absolute_error: 0.109, 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: 0.9188, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2288, root_relative_squared_error: 0.9407, scimark_benchmark: 1845.7222, usercpu_time_millis: 5.395, usercpu_time_millis_testing: 0.249, usercpu_time_millis_training: 5.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -932.0138, mean_absolute_error: 0.0998, 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: 0.8414, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.8846, scimark_benchmark: 1845.9318, usercpu_time_millis: 11.133, usercpu_time_millis_testing: 0.516, usercpu_time_millis_training: 10.617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9001, f_measure: 0.9267, kappa: 0.2565, kb_relative_information_score: -705.5606, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.933, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7805, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.8632, scimark_benchmark: 1841.0409, usercpu_time_millis: 19.721, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 19.364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, f_measure: 0.9175, kappa: 0.1378, kb_relative_information_score: -764.1388, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9335, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.8137, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.8662, scimark_benchmark: 1840.2692, usercpu_time_millis: 22.246, usercpu_time_millis_testing: 1.452, usercpu_time_millis_training: 20.794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9271, kappa: 0.2632, kb_relative_information_score: -613.5039, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9326, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7694, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.8536, scimark_benchmark: 1852.0126, usercpu_time_millis: 29.336, usercpu_time_millis_testing: 1.134, usercpu_time_millis_training: 28.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.9224, kappa: 0.2009, kb_relative_information_score: -776.3976, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9331, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.8015, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.8654, scimark_benchmark: 1736.5144, usercpu_time_millis: 60.711, usercpu_time_millis_testing: 1.208, usercpu_time_millis_training: 59.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.9187, kappa: 0.1601, kb_relative_information_score: -1192.8412, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9252, predictive_accuracy: 0.94, prior_entropy: 0.3411, recall: 0.94, relative_absolute_error: 0.8406, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.9064, scimark_benchmark: 1672.0225, usercpu_time_millis: 0.572, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.9063, kb_relative_information_score: -1236.6666, mean_absolute_error: 0.1049, 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: 0.8841, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.225, root_relative_squared_error: 0.9249, scimark_benchmark: 1843.7454, usercpu_time_millis: 24.484, usercpu_time_millis_testing: 0.99, usercpu_time_millis_training: 23.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.926, kappa: 0.2445, kb_relative_information_score: -615.2862, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9356, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.779, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2064, root_relative_squared_error: 0.8486, scimark_benchmark: 1569.8063, usercpu_time_millis: 33.667, usercpu_time_millis_testing: 2.118, usercpu_time_millis_training: 31.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9018, f_measure: 0.9305, kappa: 0.3165, kb_relative_information_score: -668.0183, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7609, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.8585, scimark_benchmark: 1850.9652, usercpu_time_millis: 39.218, usercpu_time_millis_testing: 0.958, usercpu_time_millis_training: 38.26,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8969, f_measure: 0.9256, kappa: 0.2461, kb_relative_information_score: -858.2876, mean_absolute_error: 0.0945, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.931, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7969, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.8632, scimark_benchmark: 1847.8629, usercpu_time_millis: 124.845, usercpu_time_millis_testing: 1.354, usercpu_time_millis_training: 123.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: 1.71, mean_absolute_error: 0.1184, 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: 0.9981, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1840.7617, usercpu_time_millis: 3.536, usercpu_time_millis_testing: 0.511, usercpu_time_millis_training: 3.025,

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