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: 0.9086, f_measure: 0.9208, kappa: 0.1773, kb_relative_information_score: -677.7379, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9372, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7925, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.8617, scimark_benchmark: 1252.0094, usercpu_time_millis: 144.046, usercpu_time_millis_testing: 6.479, usercpu_time_millis_training: 137.567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.9255, kappa: 0.2374, kb_relative_information_score: -631.1497, mean_absolute_error: 0.0928, 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: 0.782, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2056, root_relative_squared_error: 0.8455, scimark_benchmark: 1269.2321, usercpu_time_millis: 130.936, usercpu_time_millis_testing: 6.811, usercpu_time_millis_training: 124.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.91, f_measure: 0.9175, kappa: 0.1378, kb_relative_information_score: -681.2865, mean_absolute_error: 0.0948, 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: 0.7989, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.21, root_relative_squared_error: 0.8633, scimark_benchmark: 1251.7577, usercpu_time_millis: 98.251, usercpu_time_millis_testing: 5.288, usercpu_time_millis_training: 92.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9156, f_measure: 0.9219, kappa: 0.1932, kb_relative_information_score: -666.3432, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9342, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7951, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.208, root_relative_squared_error: 0.8553, scimark_benchmark: 1271.5629, usercpu_time_millis: 11.64, usercpu_time_millis_testing: 0.781, usercpu_time_millis_training: 10.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9108, f_measure: 0.9164, kappa: 0.1263, kb_relative_information_score: -710.1478, mean_absolute_error: 0.0956, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9291, predictive_accuracy: 0.94, prior_entropy: 0.3411, recall: 0.94, relative_absolute_error: 0.8056, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2093, root_relative_squared_error: 0.8607, scimark_benchmark: 1262.0093, usercpu_time_millis: 20.162, usercpu_time_millis_testing: 1.255, usercpu_time_millis_training: 18.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8842, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1111.001, 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: 0.876, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.9162, scimark_benchmark: 1251.1043, usercpu_time_millis: 25.695, usercpu_time_millis_testing: 1.355, usercpu_time_millis_training: 24.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8824, f_measure: 0.9063, kb_relative_information_score: -971.0361, mean_absolute_error: 0.1063, 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: 0.8962, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.9231, scimark_benchmark: 1251.0206, usercpu_time_millis: 44.582, usercpu_time_millis_testing: 4.262, usercpu_time_millis_training: 40.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8553, f_measure: 0.9063, kb_relative_information_score: -1252.4494, 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: 0.9195, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2296, root_relative_squared_error: 0.9442, scimark_benchmark: 1247.6761, usercpu_time_millis: 11.437, usercpu_time_millis_testing: 0.947, usercpu_time_millis_training: 10.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9044, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -741.9779, mean_absolute_error: 0.0992, 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: 0.836, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.216, root_relative_squared_error: 0.8879, scimark_benchmark: 1263.1876, usercpu_time_millis: 10.626, usercpu_time_millis_testing: 1.009, usercpu_time_millis_training: 9.617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8951, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -898.1514, mean_absolute_error: 0.1012, 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: 0.8531, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2172, root_relative_squared_error: 0.8929, scimark_benchmark: 1263.7685, usercpu_time_millis: 56.309, usercpu_time_millis_testing: 4.495, usercpu_time_millis_training: 51.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8835, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1087.7256, mean_absolute_error: 0.1043, 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: 0.8797, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2226, root_relative_squared_error: 0.9153, scimark_benchmark: 1271.9548, usercpu_time_millis: 40.173, usercpu_time_millis_testing: 2.393, usercpu_time_millis_training: 37.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9139, f_measure: 0.9208, kappa: 0.1822, kb_relative_information_score: -631.7998, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9312, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.7899, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.8539, scimark_benchmark: 1253.493, usercpu_time_millis: 18.509, usercpu_time_millis_testing: 1.181, usercpu_time_millis_training: 17.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8384, f_measure: 0.9063, kb_relative_information_score: -1282.6775, 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: 0.9337, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.232, root_relative_squared_error: 0.9537, scimark_benchmark: 1250.6887, usercpu_time_millis: 39.594, usercpu_time_millis_testing: 3.323, usercpu_time_millis_training: 36.271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.9124, kappa: 0.0766, kb_relative_information_score: -644.3543, mean_absolute_error: 0.0959, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9292, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.8087, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.8673, scimark_benchmark: 1272.8444, usercpu_time_millis: 60.316, usercpu_time_millis_testing: 5.399, usercpu_time_millis_training: 54.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8616, f_measure: 0.9063, kb_relative_information_score: -1010.1721, mean_absolute_error: 0.1101, 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: 0.9283, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2302, root_relative_squared_error: 0.9464, scimark_benchmark: 1263.9279, usercpu_time_millis: 35.798, usercpu_time_millis_testing: 3.939, usercpu_time_millis_training: 31.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9179, f_measure: 0.9255, kappa: 0.2374, kb_relative_information_score: -616.6941, mean_absolute_error: 0.0927, 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: 0.7817, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.8458, scimark_benchmark: 1249.2403, usercpu_time_millis: 143.602, usercpu_time_millis_testing: 6.773, usercpu_time_millis_training: 136.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8882, f_measure: 0.9063, kb_relative_information_score: -1019.4244, mean_absolute_error: 0.104, 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: 0.8771, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2218, root_relative_squared_error: 0.9121, scimark_benchmark: 1275.3918, usercpu_time_millis: 36.137, usercpu_time_millis_testing: 2.998, usercpu_time_millis_training: 33.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8969, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -868.8363, mean_absolute_error: 0.1018, 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: 0.858, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2174, root_relative_squared_error: 0.8939, scimark_benchmark: 1255.3721, usercpu_time_millis: 39.873, usercpu_time_millis_testing: 3.883, usercpu_time_millis_training: 35.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9124, f_measure: 0.9124, kappa: 0.0766, kb_relative_information_score: -654.9685, mean_absolute_error: 0.0959, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9292, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.8084, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.8664, scimark_benchmark: 1249.1416, usercpu_time_millis: 104.138, usercpu_time_millis_testing: 9.222, usercpu_time_millis_training: 94.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8661, f_measure: 0.9063, kb_relative_information_score: -1024.4012, mean_absolute_error: 0.1099, 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: 0.9264, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2298, root_relative_squared_error: 0.9448, scimark_benchmark: 1264.6876, usercpu_time_millis: 40.447, usercpu_time_millis_testing: 4.563, usercpu_time_millis_training: 35.884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9148, f_measure: 0.9224, kappa: 0.2009, kb_relative_information_score: -622.7995, mean_absolute_error: 0.0923, 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: 0.7786, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.208, root_relative_squared_error: 0.855, scimark_benchmark: 1267.6582, usercpu_time_millis: 60.678, usercpu_time_millis_testing: 3.197, usercpu_time_millis_training: 57.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9189, f_measure: 0.9234, kappa: 0.2159, kb_relative_information_score: -590.8558, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7755, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2059, root_relative_squared_error: 0.8466, scimark_benchmark: 1260.2984, usercpu_time_millis: 36.635, usercpu_time_millis_testing: 2.512, usercpu_time_millis_training: 34.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -779.5454, mean_absolute_error: 0.0992, 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: 0.8362, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.215, root_relative_squared_error: 0.884, scimark_benchmark: 1259.1676, usercpu_time_millis: 62.259, usercpu_time_millis_testing: 5.455, usercpu_time_millis_training: 56.804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9058, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -763.7956, mean_absolute_error: 0.1006, 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: 0.848, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.216, root_relative_squared_error: 0.8883, scimark_benchmark: 1264.0463, usercpu_time_millis: 49.614, usercpu_time_millis_testing: 4.755, usercpu_time_millis_training: 44.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9127, f_measure: 0.9181, kappa: 0.1464, kb_relative_information_score: -696.6772, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9316, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.7946, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.8612, scimark_benchmark: 1257.1036, usercpu_time_millis: 8.685, usercpu_time_millis_testing: 0.532, usercpu_time_millis_training: 8.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8847, f_measure: 0.9063, kb_relative_information_score: -991.0037, 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: 0.2247, root_relative_squared_error: 0.9237, scimark_benchmark: 1272.5124, usercpu_time_millis: 17.631, usercpu_time_millis_testing: 1.543, usercpu_time_millis_training: 16.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8242, f_measure: 0.9063, kb_relative_information_score: -1346.8216, mean_absolute_error: 0.1103, 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: 0.93, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.232, root_relative_squared_error: 0.9539, scimark_benchmark: 1271.879, usercpu_time_millis: 20.35, usercpu_time_millis_testing: 1.477, usercpu_time_millis_training: 18.873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8881, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -914.1945, mean_absolute_error: 0.0998, 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: 0.8415, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.8946, scimark_benchmark: 1259.8247, usercpu_time_millis: 3.585, usercpu_time_millis_testing: 0.267, usercpu_time_millis_training: 3.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9023, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -863.523, mean_absolute_error: 0.0986, 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: 0.8313, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.8809, scimark_benchmark: 1272.3431, usercpu_time_millis: 68.204, usercpu_time_millis_testing: 2.872, usercpu_time_millis_training: 65.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.9238, kappa: 0.2136, kb_relative_information_score: -682.715, mean_absolute_error: 0.0937, 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: 0.7903, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.8523, scimark_benchmark: 1275.3075, usercpu_time_millis: 32.594, usercpu_time_millis_testing: 1.739, usercpu_time_millis_training: 30.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9162, f_measure: 0.9255, kappa: 0.2374, kb_relative_information_score: -582.1365, mean_absolute_error: 0.0918, 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: 0.7744, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.8483, scimark_benchmark: 1250.7571, usercpu_time_millis: 111.722, usercpu_time_millis_testing: 6.542, usercpu_time_millis_training: 105.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9096, f_measure: 0.9189, kappa: 0.1563, kb_relative_information_score: -711.7472, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9327, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.807, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.8627, scimark_benchmark: 1272.6771, usercpu_time_millis: 26.06, usercpu_time_millis_testing: 1.417, usercpu_time_millis_training: 24.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9175, f_measure: 0.9224, kappa: 0.2009, kb_relative_information_score: -580.1969, mean_absolute_error: 0.0921, 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: 0.7764, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2064, root_relative_squared_error: 0.8487, scimark_benchmark: 1258.6434, usercpu_time_millis: 93.572, usercpu_time_millis_testing: 6.879, usercpu_time_millis_training: 86.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9028, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -798.0048, mean_absolute_error: 0.0988, 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: 0.8326, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.8762, scimark_benchmark: 1274.1821, usercpu_time_millis: 57.236, usercpu_time_millis_testing: 4.39, usercpu_time_millis_training: 52.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8473, f_measure: 0.9063, kb_relative_information_score: -1187.7888, mean_absolute_error: 0.1092, 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: 0.9211, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2296, root_relative_squared_error: 0.9442, scimark_benchmark: 1263.9326, usercpu_time_millis: 26.723, usercpu_time_millis_testing: 2.37, usercpu_time_millis_training: 24.353,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, f_measure: 0.9247, kappa: 0.2321, kb_relative_information_score: -596.6917, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9318, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7755, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.8513, scimark_benchmark: 1274.3266, usercpu_time_millis: 119.824, usercpu_time_millis_testing: 5.365, usercpu_time_millis_training: 114.459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9161, f_measure: 0.9222, kappa: 0.1949, kb_relative_information_score: -633.7835, mean_absolute_error: 0.0936, 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: 0.7889, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2068, root_relative_squared_error: 0.8505, scimark_benchmark: 1274.6002, usercpu_time_millis: 66.727, usercpu_time_millis_testing: 3.866, usercpu_time_millis_training: 62.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9092, f_measure: 0.9191, kappa: 0.1578, kb_relative_information_score: -751.3387, mean_absolute_error: 0.0971, 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: 0.8182, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.8621, scimark_benchmark: 1253.7775, usercpu_time_millis: 24.959, usercpu_time_millis_testing: 1.916, usercpu_time_millis_training: 23.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, f_measure: 0.9258, kappa: 0.2392, kb_relative_information_score: -673.8379, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9383, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.8528, scimark_benchmark: 1254.5796, usercpu_time_millis: 85.966, usercpu_time_millis_testing: 3.372, usercpu_time_millis_training: 82.594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.9262, kappa: 0.2497, kb_relative_information_score: -591.4739, mean_absolute_error: 0.0915, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9335, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7714, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2056, root_relative_squared_error: 0.8455, scimark_benchmark: 1261.8046, usercpu_time_millis: 126.881, usercpu_time_millis_testing: 6.208, usercpu_time_millis_training: 120.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.852, f_measure: 0.9063, kb_relative_information_score: -1104.2717, mean_absolute_error: 0.1098, 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: 0.9253, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2298, root_relative_squared_error: 0.9449, scimark_benchmark: 1263.4221, usercpu_time_millis: 26.271, usercpu_time_millis_testing: 2.544, usercpu_time_millis_training: 23.727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -876.4552, mean_absolute_error: 0.0999, 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: 0.8426, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2159, root_relative_squared_error: 0.8875, scimark_benchmark: 1256.9339, usercpu_time_millis: 35.745, usercpu_time_millis_testing: 2.969, usercpu_time_millis_training: 32.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.885, f_measure: 0.9063, kb_relative_information_score: -1041.7529, mean_absolute_error: 0.1052, 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: 0.887, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2237, root_relative_squared_error: 0.9198, scimark_benchmark: 1258.1513, usercpu_time_millis: 15.838, usercpu_time_millis_testing: 1.32, usercpu_time_millis_training: 14.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9132, f_measure: 0.9197, kappa: 0.1661, kb_relative_information_score: -625.8223, mean_absolute_error: 0.0939, 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: 0.792, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.8572, scimark_benchmark: 1234.9208, usercpu_time_millis: 47.03, usercpu_time_millis_testing: 2.979, usercpu_time_millis_training: 44.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9001, f_measure: 0.9111, kappa: 0.057, kb_relative_information_score: -808.8841, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9426, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.8393, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.8786, scimark_benchmark: 1254.106, usercpu_time_millis: 53.24, usercpu_time_millis_testing: 4.539, usercpu_time_millis_training: 48.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8993, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -862.9008, mean_absolute_error: 0.0995, 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: 0.8386, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2156, root_relative_squared_error: 0.8866, scimark_benchmark: 1261.1941, usercpu_time_millis: 7.67, usercpu_time_millis_testing: 0.473, usercpu_time_millis_training: 7.197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9087, f_measure: 0.9216, kappa: 0.1916, kb_relative_information_score: -678.2473, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9322, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7877, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.8615, scimark_benchmark: 1261.5012, usercpu_time_millis: 113.228, usercpu_time_millis_testing: 4.927, usercpu_time_millis_training: 108.301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.9063, kb_relative_information_score: -894.1516, mean_absolute_error: 0.1024, 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: 0.8637, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.9017, scimark_benchmark: 1258.7734, usercpu_time_millis: 16.389, usercpu_time_millis_testing: 1.486, usercpu_time_millis_training: 14.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9125, f_measure: 0.9191, kappa: 0.1578, kb_relative_information_score: -694.8283, mean_absolute_error: 0.0952, 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: 0.8029, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2083, root_relative_squared_error: 0.8566, scimark_benchmark: 1273.435, usercpu_time_millis: 37.934, usercpu_time_millis_testing: 2.143, usercpu_time_millis_training: 35.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8903, f_measure: 0.9063, kb_relative_information_score: -989.6625, mean_absolute_error: 0.1055, 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: 0.8891, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2235, root_relative_squared_error: 0.9187, scimark_benchmark: 1265.7243, usercpu_time_millis: 7.858, usercpu_time_millis_testing: 0.789, usercpu_time_millis_training: 7.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1062.0151, mean_absolute_error: 0.1022, 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: 0.8616, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.9063, scimark_benchmark: 1270.3158, usercpu_time_millis: 93.765, usercpu_time_millis_testing: 5.081, usercpu_time_millis_training: 88.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.9063, kb_relative_information_score: -905.2706, mean_absolute_error: 0.1037, 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: 0.8744, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2208, root_relative_squared_error: 0.9079, scimark_benchmark: 1270.9612, usercpu_time_millis: 31.3, usercpu_time_millis_testing: 2.869, usercpu_time_millis_training: 28.431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -801.2808, mean_absolute_error: 0.097, 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: 0.8176, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2122, root_relative_squared_error: 0.8724, scimark_benchmark: 1270.2593, usercpu_time_millis: 122.206, usercpu_time_millis_testing: 5.34, usercpu_time_millis_training: 116.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9125, f_measure: 0.9247, kappa: 0.2321, kb_relative_information_score: -640.9285, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9318, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7809, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2061, root_relative_squared_error: 0.8473, scimark_benchmark: 1259.3817, usercpu_time_millis: 15.858, usercpu_time_millis_testing: 0.641, usercpu_time_millis_training: 15.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9154, f_measure: 0.9271, kappa: 0.2632, kb_relative_information_score: -562.9846, mean_absolute_error: 0.0905, 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: 0.7633, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2054, root_relative_squared_error: 0.8444, scimark_benchmark: 1253.4034, usercpu_time_millis: 165.813, usercpu_time_millis_testing: 7.362, usercpu_time_millis_training: 158.451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -884.1359, 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: 0.2153, root_relative_squared_error: 0.8852, scimark_benchmark: 1266.4801, usercpu_time_millis: 93.777, usercpu_time_millis_testing: 5.127, usercpu_time_millis_training: 88.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8734, f_measure: 0.9063, kb_relative_information_score: -1142.5354, 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: 0.8996, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.9278, scimark_benchmark: 1251.3024, usercpu_time_millis: 10.999, usercpu_time_millis_testing: 0.898, usercpu_time_millis_training: 10.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8389, f_measure: 0.9063, kb_relative_information_score: -1258.4171, 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: 0.9193, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2297, root_relative_squared_error: 0.9443, scimark_benchmark: 1268.6668, usercpu_time_millis: 27.472, usercpu_time_millis_testing: 2.813, usercpu_time_millis_training: 24.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.9142, kappa: 0.0979, kb_relative_information_score: -714.2771, mean_absolute_error: 0.096, 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: 0.8095, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.8638, scimark_benchmark: 1268.4625, usercpu_time_millis: 53.683, usercpu_time_millis_testing: 4.285, usercpu_time_millis_training: 49.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.9063, kb_relative_information_score: -1010.8521, mean_absolute_error: 0.1077, 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: 0.9079, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.9318, scimark_benchmark: 1255.0749, usercpu_time_millis: 20.409, usercpu_time_millis_testing: 2.083, usercpu_time_millis_training: 18.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.9097, kappa: 0.0438, kb_relative_information_score: -642.4138, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9211, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.814, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2126, root_relative_squared_error: 0.874, scimark_benchmark: 1262.2619, usercpu_time_millis: 24.401, usercpu_time_millis_testing: 2.195, usercpu_time_millis_training: 22.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.9214, kappa: 0.1854, kb_relative_information_score: -659.7113, mean_absolute_error: 0.0948, 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: 0.7991, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.855, scimark_benchmark: 1244.8392, usercpu_time_millis: 101.773, usercpu_time_millis_testing: 6.119, usercpu_time_millis_training: 95.654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -938.074, mean_absolute_error: 0.0995, 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: 0.8391, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.8918, scimark_benchmark: 1271.6665, usercpu_time_millis: 21.504, usercpu_time_millis_testing: 1.615, usercpu_time_millis_training: 19.889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9023, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -858.9273, mean_absolute_error: 0.1003, 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: 0.8456, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2139, root_relative_squared_error: 0.8794, scimark_benchmark: 1262.7526, usercpu_time_millis: 32.755, usercpu_time_millis_testing: 2.629, usercpu_time_millis_training: 30.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8642, f_measure: 0.9063, kb_relative_information_score: -1220.92, mean_absolute_error: 0.1076, 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: 0.9071, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.9356, scimark_benchmark: 1247.4401, usercpu_time_millis: 29.503, usercpu_time_millis_testing: 1.87, usercpu_time_millis_training: 27.633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9063, kb_relative_information_score: -7.74, 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: 0.9983, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1250.1202, usercpu_time_millis: 33.769, usercpu_time_millis_testing: 4.414, usercpu_time_millis_training: 29.355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8974, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -941.1735, mean_absolute_error: 0.1013, 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: 0.8543, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2177, root_relative_squared_error: 0.8951, scimark_benchmark: 1256.0188, usercpu_time_millis: 37.998, usercpu_time_millis_testing: 2.696, usercpu_time_millis_training: 35.302,

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