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: 0.9048, f_measure: 0.9154, kappa: 0.1097, kb_relative_information_score: -759.4151, mean_absolute_error: 0.0969, 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: 0.8167, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.211, root_relative_squared_error: 0.8675, scimark_benchmark: 1273.3947, usercpu_time_millis: 103.229, usercpu_time_millis_testing: 5.938, usercpu_time_millis_training: 97.291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8328, f_measure: 0.9063, kb_relative_information_score: -1090.6312, mean_absolute_error: 0.1104, 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: 0.931, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2312, root_relative_squared_error: 0.9508, scimark_benchmark: 1251.2649, usercpu_time_millis: 33.543, usercpu_time_millis_testing: 3.548, usercpu_time_millis_training: 29.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8305, f_measure: 0.9063, kb_relative_information_score: -1091.6002, mean_absolute_error: 0.1112, 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: 0.9379, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.9547, scimark_benchmark: 1268.9627, usercpu_time_millis: 21.368, usercpu_time_millis_testing: 2.106, usercpu_time_millis_training: 19.262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9056, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -777.6354, 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: 0.8434, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2153, root_relative_squared_error: 0.8851, scimark_benchmark: 1251.8848, usercpu_time_millis: 46.049, usercpu_time_millis_testing: 4.012, usercpu_time_millis_training: 42.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8333, f_measure: 0.9063, kb_relative_information_score: -1245.0177, 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: 0.9218, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.23, root_relative_squared_error: 0.9455, scimark_benchmark: 1263.2714, usercpu_time_millis: 12.416, usercpu_time_millis_testing: 0.912, usercpu_time_millis_training: 11.504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.9118, kappa: 0.0669, kb_relative_information_score: -789.9709, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9339, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.8169, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2116, root_relative_squared_error: 0.8702, scimark_benchmark: 1270.9129, usercpu_time_millis: 111.771, usercpu_time_millis_testing: 5.715, usercpu_time_millis_training: 106.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8771, f_measure: 0.9063, kb_relative_information_score: -1018.6211, mean_absolute_error: 0.1079, 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: 0.9096, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.227, root_relative_squared_error: 0.9335, scimark_benchmark: 1249.5494, usercpu_time_millis: 42.661, usercpu_time_millis_testing: 4.054, usercpu_time_millis_training: 38.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.907, f_measure: 0.9208, kappa: 0.1868, kb_relative_information_score: -677.8362, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.927, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.7874, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.8631, scimark_benchmark: 1260.8461, usercpu_time_millis: 8.312, usercpu_time_millis_testing: 0.491, usercpu_time_millis_training: 7.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8918, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1029.9002, mean_absolute_error: 0.1028, 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: 0.8665, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.9064, scimark_benchmark: 1265.4393, usercpu_time_millis: 94.448, usercpu_time_millis_testing: 5.782, usercpu_time_millis_training: 88.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8477, f_measure: 0.9063, kb_relative_information_score: -935.751, mean_absolute_error: 0.1126, 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: 0.9497, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2338, root_relative_squared_error: 0.9614, scimark_benchmark: 1267.816, usercpu_time_millis: 15.348, usercpu_time_millis_testing: 1.793, usercpu_time_millis_training: 13.555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9035, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -833.1538, 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: 0.8427, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.8858, scimark_benchmark: 1270.4305, usercpu_time_millis: 16.258, usercpu_time_millis_testing: 1.517, usercpu_time_millis_training: 14.741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.9063, kb_relative_information_score: -1231.1707, mean_absolute_error: 0.1095, 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: 0.9228, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.23, root_relative_squared_error: 0.9456, scimark_benchmark: 1251.1443, usercpu_time_millis: 18.17, usercpu_time_millis_testing: 1.525, usercpu_time_millis_training: 16.645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9175, f_measure: 0.9191, kappa: 0.1578, kb_relative_information_score: -651.0197, mean_absolute_error: 0.0947, 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: 0.798, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.8558, scimark_benchmark: 1254.9567, usercpu_time_millis: 102.806, usercpu_time_millis_testing: 7.921, usercpu_time_millis_training: 94.885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8725, f_measure: 0.9063, kb_relative_information_score: -1154.9806, 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: 0.8986, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.9282, scimark_benchmark: 1259.9259, usercpu_time_millis: 19.64, usercpu_time_millis_testing: 1.251, usercpu_time_millis_training: 18.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.88, f_measure: 0.9063, kb_relative_information_score: -1028.0545, mean_absolute_error: 0.1058, 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: 0.8923, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.9218, scimark_benchmark: 1252.5999, usercpu_time_millis: 23.389, usercpu_time_millis_testing: 2.183, usercpu_time_millis_training: 21.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.9191, kappa: 0.1578, kb_relative_information_score: -662.8126, mean_absolute_error: 0.0949, 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: 0.8005, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.8561, scimark_benchmark: 1269.8678, usercpu_time_millis: 40.911, usercpu_time_millis_testing: 2.717, usercpu_time_millis_training: 38.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9128, f_measure: 0.923, kappa: 0.2043, kb_relative_information_score: -649.7837, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9372, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7894, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.8515, scimark_benchmark: 1265.3101, usercpu_time_millis: 36.58, usercpu_time_millis_testing: 2.158, usercpu_time_millis_training: 34.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.907, f_measure: 0.9169, kappa: 0.1291, kb_relative_information_score: -693.7649, mean_absolute_error: 0.0961, 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: 0.8101, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.8638, scimark_benchmark: 1256.7019, usercpu_time_millis: 31.292, usercpu_time_millis_testing: 2.271, usercpu_time_millis_training: 29.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.9235, kappa: 0.2119, kb_relative_information_score: -641.5014, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9359, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7886, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2068, root_relative_squared_error: 0.8502, scimark_benchmark: 1260.6145, usercpu_time_millis: 101.435, usercpu_time_millis_testing: 5.363, usercpu_time_millis_training: 96.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.928, kappa: 0.2688, kb_relative_information_score: -562.1533, mean_absolute_error: 0.0909, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9365, predictive_accuracy: 0.9448, prior_entropy: 0.3411, recall: 0.9448, relative_absolute_error: 0.7661, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.205, root_relative_squared_error: 0.843, scimark_benchmark: 1272.2216, usercpu_time_millis: 125.52, usercpu_time_millis_testing: 6.996, usercpu_time_millis_training: 118.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, f_measure: 0.9263, kappa: 0.2463, kb_relative_information_score: -589.31, mean_absolute_error: 0.0921, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9372, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7768, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2059, root_relative_squared_error: 0.8464, scimark_benchmark: 1263.3434, usercpu_time_millis: 110.065, usercpu_time_millis_testing: 6.369, usercpu_time_millis_training: 103.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.9063, kb_relative_information_score: -1012.2845, mean_absolute_error: 0.1088, 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: 0.9174, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.9386, scimark_benchmark: 1241.7593, usercpu_time_millis: 40.656, usercpu_time_millis_testing: 4.124, usercpu_time_millis_training: 36.532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.905, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -808.6392, mean_absolute_error: 0.0981, 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: 0.8268, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.213, root_relative_squared_error: 0.8759, scimark_benchmark: 1240.4359, usercpu_time_millis: 46.133, usercpu_time_millis_testing: 3.222, usercpu_time_millis_training: 42.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, f_measure: 0.9283, kappa: 0.2706, kb_relative_information_score: -554.3762, mean_absolute_error: 0.0908, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9379, predictive_accuracy: 0.9451, prior_entropy: 0.3411, recall: 0.9451, relative_absolute_error: 0.7655, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.8424, scimark_benchmark: 1254.2185, usercpu_time_millis: 154.695, usercpu_time_millis_testing: 10.002, usercpu_time_millis_training: 144.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9078, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -718.8762, mean_absolute_error: 0.0988, 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: 0.8333, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2139, root_relative_squared_error: 0.8795, scimark_benchmark: 1251.8714, usercpu_time_millis: 32.562, usercpu_time_millis_testing: 3.255, usercpu_time_millis_training: 29.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9192, f_measure: 0.9272, kappa: 0.2602, kb_relative_information_score: -560.0062, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9357, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7669, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.8426, scimark_benchmark: 1270.1951, usercpu_time_millis: 52.925, usercpu_time_millis_testing: 2.991, usercpu_time_millis_training: 49.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.9245, kappa: 0.2267, kb_relative_information_score: -632.0988, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.934, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.781, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2055, root_relative_squared_error: 0.8451, scimark_benchmark: 1241.8289, usercpu_time_millis: 125.042, usercpu_time_millis_testing: 6.045, usercpu_time_millis_training: 118.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, f_measure: 0.9191, kappa: 0.1578, kb_relative_information_score: -707.7847, mean_absolute_error: 0.095, 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: 0.8008, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.8619, scimark_benchmark: 1249.8238, usercpu_time_millis: 106.119, usercpu_time_millis_testing: 4.861, usercpu_time_millis_training: 101.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8899, f_measure: 0.9208, kappa: 0.1773, kb_relative_information_score: -781.1883, mean_absolute_error: 0.0948, 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: 0.7993, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.211, root_relative_squared_error: 0.8677, scimark_benchmark: 1252.1942, usercpu_time_millis: 3.288, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 3.025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8859, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1046.9665, 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: 0.8731, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.9101, scimark_benchmark: 1253.1826, usercpu_time_millis: 10.604, usercpu_time_millis_testing: 0.721, usercpu_time_millis_training: 9.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8627, f_measure: 0.9063, kb_relative_information_score: -1182.8014, mean_absolute_error: 0.1083, 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: 0.9128, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.9383, scimark_benchmark: 1245.2204, usercpu_time_millis: 18.595, usercpu_time_millis_testing: 1.225, usercpu_time_millis_training: 17.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8934, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -995.8402, mean_absolute_error: 0.1032, 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: 0.8702, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2209, root_relative_squared_error: 0.9084, scimark_benchmark: 1249.4477, usercpu_time_millis: 29.089, usercpu_time_millis_testing: 2.373, usercpu_time_millis_training: 26.716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.926, kappa: 0.2445, kb_relative_information_score: -605.0253, mean_absolute_error: 0.0923, 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: 0.7778, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.8489, scimark_benchmark: 1275.5936, usercpu_time_millis: 143.543, usercpu_time_millis_testing: 7.312, usercpu_time_millis_training: 136.231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9063, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -736.5865, 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: 0.8366, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.8826, scimark_benchmark: 1256.7041, usercpu_time_millis: 70.712, usercpu_time_millis_testing: 6.22, usercpu_time_millis_training: 64.492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8507, f_measure: 0.9063, kb_relative_information_score: -1270.9031, mean_absolute_error: 0.1083, 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: 0.9131, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2288, root_relative_squared_error: 0.9407, scimark_benchmark: 1274.2567, usercpu_time_millis: 33.612, usercpu_time_millis_testing: 2.578, usercpu_time_millis_training: 31.034,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8641, f_measure: 0.9063, kb_relative_information_score: -1078.3206, 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: 0.9138, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.228, root_relative_squared_error: 0.9374, scimark_benchmark: 1254.5111, usercpu_time_millis: 36.915, usercpu_time_millis_testing: 3.682, usercpu_time_millis_training: 33.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8893, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1011.5986, mean_absolute_error: 0.1032, 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: 0.8699, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.9064, scimark_benchmark: 1259.8438, usercpu_time_millis: 48.973, usercpu_time_millis_testing: 3.44, usercpu_time_millis_training: 45.533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8629, f_measure: 0.9063, kb_relative_information_score: -1125.9155, mean_absolute_error: 0.1073, 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: 0.9046, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.9316, scimark_benchmark: 1250.8349, usercpu_time_millis: 19.128, usercpu_time_millis_testing: 1.845, usercpu_time_millis_training: 17.283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.904, f_measure: 0.9183, kappa: 0.1479, kb_relative_information_score: -725.6361, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9345, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.8036, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.864, scimark_benchmark: 1251.8689, usercpu_time_millis: 6.146, usercpu_time_millis_testing: 0.446, usercpu_time_millis_training: 5.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -934.0991, mean_absolute_error: 0.1006, 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: 0.8477, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.8946, scimark_benchmark: 1275.2979, usercpu_time_millis: 30.428, usercpu_time_millis_testing: 2.655, usercpu_time_millis_training: 27.773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8406, f_measure: 0.9063, kb_relative_information_score: -1197.9298, 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: 0.9201, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2291, root_relative_squared_error: 0.9419, scimark_benchmark: 1247.6322, usercpu_time_millis: 4.756, usercpu_time_millis_testing: 0.541, usercpu_time_millis_training: 4.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -739.3234, mean_absolute_error: 0.0975, 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: 0.8216, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.8704, scimark_benchmark: 1261.1306, usercpu_time_millis: 20.648, usercpu_time_millis_testing: 1.554, usercpu_time_millis_training: 19.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8288, f_measure: 0.9063, kb_relative_information_score: -1274.7163, mean_absolute_error: 0.11, 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: 0.9272, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.9503, scimark_benchmark: 1267.5317, usercpu_time_millis: 21.969, usercpu_time_millis_testing: 1.757, usercpu_time_millis_training: 20.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.9063, kb_relative_information_score: -1210.3821, mean_absolute_error: 0.1065, 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: 0.8975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2263, root_relative_squared_error: 0.9303, scimark_benchmark: 1250.0399, usercpu_time_millis: 50.101, usercpu_time_millis_testing: 2.736, usercpu_time_millis_training: 47.365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8994, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -923.2229, 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: 0.8371, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.8899, scimark_benchmark: 1264.0313, usercpu_time_millis: 23.434, usercpu_time_millis_testing: 1.231, usercpu_time_millis_training: 22.203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8429, f_measure: 0.9063, kb_relative_information_score: -1293.2002, 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: 0.9225, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.947, scimark_benchmark: 1261.2918, usercpu_time_millis: 33.984, usercpu_time_millis_testing: 2.33, usercpu_time_millis_training: 31.654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9116, f_measure: 0.9149, kappa: 0.1071, kb_relative_information_score: -687.1439, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9297, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.8069, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.8637, scimark_benchmark: 1254.1496, usercpu_time_millis: 55.226, usercpu_time_millis_testing: 3.701, usercpu_time_millis_training: 51.525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8315, f_measure: 0.9063, kb_relative_information_score: -995.1622, mean_absolute_error: 0.1106, 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: 0.9328, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.952, scimark_benchmark: 1276.5898, usercpu_time_millis: 17.62, usercpu_time_millis_testing: 1.815, usercpu_time_millis_training: 15.805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8382, f_measure: 0.9063, kb_relative_information_score: -1226.948, 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: 0.9239, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2302, root_relative_squared_error: 0.9463, scimark_benchmark: 1267.0014, usercpu_time_millis: 20.779, usercpu_time_millis_testing: 1.714, usercpu_time_millis_training: 19.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9165, f_measure: 0.9248, kappa: 0.2284, kb_relative_information_score: -616.3801, mean_absolute_error: 0.0928, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9357, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7824, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2061, root_relative_squared_error: 0.8475, scimark_benchmark: 1273.6726, usercpu_time_millis: 59.322, usercpu_time_millis_testing: 3.32, usercpu_time_millis_training: 56.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8856, f_measure: 0.9063, kb_relative_information_score: -946.8277, mean_absolute_error: 0.105, 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: 0.8856, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.9141, scimark_benchmark: 1276.2015, usercpu_time_millis: 15.865, usercpu_time_millis_testing: 1.531, usercpu_time_millis_training: 14.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, f_measure: 0.9133, kappa: 0.0873, kb_relative_information_score: -726.1612, mean_absolute_error: 0.097, 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: 0.8177, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.8667, scimark_benchmark: 1277.9987, usercpu_time_millis: 26.333, usercpu_time_millis_testing: 2.229, usercpu_time_millis_training: 24.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.9276, kappa: 0.2697, kb_relative_information_score: -542.5781, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9323, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7578, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.8404, scimark_benchmark: 1251.7822, usercpu_time_millis: 110.625, usercpu_time_millis_testing: 5.861, usercpu_time_millis_training: 104.764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9044, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -807.002, mean_absolute_error: 0.0981, 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: 0.8269, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2126, root_relative_squared_error: 0.8739, scimark_benchmark: 1271.8924, usercpu_time_millis: 72.287, usercpu_time_millis_testing: 4.597, usercpu_time_millis_training: 67.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1053.8881, mean_absolute_error: 0.1037, 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: 0.8741, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.9138, scimark_benchmark: 1275.7909, usercpu_time_millis: 5.158, usercpu_time_millis_testing: 0.334, usercpu_time_millis_training: 4.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9087, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -727.6601, 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: 0.8104, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.8698, scimark_benchmark: 1267.9872, usercpu_time_millis: 70.25, usercpu_time_millis_testing: 4.589, usercpu_time_millis_training: 65.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9007, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -879.3837, 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: 0.2153, root_relative_squared_error: 0.8853, scimark_benchmark: 1255.586, usercpu_time_millis: 35.05, usercpu_time_millis_testing: 2.098, usercpu_time_millis_training: 32.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9135, f_measure: 0.9257, kappa: 0.2427, kb_relative_information_score: -584.7589, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9341, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7702, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2059, root_relative_squared_error: 0.8466, scimark_benchmark: 1246.1193, usercpu_time_millis: 32.733, usercpu_time_millis_testing: 1.87, usercpu_time_millis_training: 30.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8646, f_measure: 0.9063, kb_relative_information_score: -1204.8364, 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: 0.9057, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2273, root_relative_squared_error: 0.9346, scimark_benchmark: 1244.1125, usercpu_time_millis: 62.801, usercpu_time_millis_testing: 4.371, usercpu_time_millis_training: 58.43,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -773.0862, 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: 0.8365, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2149, root_relative_squared_error: 0.8835, scimark_benchmark: 1271.2271, usercpu_time_millis: 24.583, usercpu_time_millis_testing: 2.236, usercpu_time_millis_training: 22.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.9136, kappa: 0.0885, kb_relative_information_score: -849.9764, mean_absolute_error: 0.0971, 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: 0.8186, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2122, root_relative_squared_error: 0.8726, scimark_benchmark: 1259.8061, usercpu_time_millis: 3.907, usercpu_time_millis_testing: 0.259, usercpu_time_millis_training: 3.648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8937, f_measure: 0.9082, kappa: 0.0232, kb_relative_information_score: -906.5765, mean_absolute_error: 0.1012, 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: 0.853, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2158, root_relative_squared_error: 0.8872, scimark_benchmark: 1265.4186, usercpu_time_millis: 59.535, usercpu_time_millis_testing: 4.471, usercpu_time_millis_training: 55.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1012.5538, mean_absolute_error: 0.1028, 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: 0.867, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.9068, scimark_benchmark: 1247.941, usercpu_time_millis: 10.59, usercpu_time_millis_testing: 0.767, usercpu_time_millis_training: 9.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.9274, kappa: 0.265, kb_relative_information_score: -564.3108, mean_absolute_error: 0.0908, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9338, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7655, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2059, root_relative_squared_error: 0.8467, scimark_benchmark: 1261.9165, usercpu_time_millis: 105.852, usercpu_time_millis_testing: 4.636, usercpu_time_millis_training: 101.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -766.6213, mean_absolute_error: 0.0972, 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: 0.8194, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.213, root_relative_squared_error: 0.8756, scimark_benchmark: 1273.5256, usercpu_time_millis: 67.527, usercpu_time_millis_testing: 5.923, usercpu_time_millis_training: 61.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.9222, kappa: 0.1949, kb_relative_information_score: -623.8405, mean_absolute_error: 0.0938, 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: 0.7912, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.8529, scimark_benchmark: 1277.7176, usercpu_time_millis: 23.931, usercpu_time_millis_testing: 1.587, usercpu_time_millis_training: 22.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.9063, kb_relative_information_score: -845.6429, mean_absolute_error: 0.1028, 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: 0.8669, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.9024, scimark_benchmark: 1245.0887, usercpu_time_millis: 36.894, usercpu_time_millis_testing: 3.346, usercpu_time_millis_training: 33.548,

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