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: 0.9164, f_measure: 0.9177, kappa: 0.1393, kb_relative_information_score: -655.5274, mean_absolute_error: 0.0951, 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: 0.8018, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.8574, scimark_benchmark: 1259.4768, usercpu_time_millis: 63.761, usercpu_time_millis_testing: 5.323, usercpu_time_millis_training: 58.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9109, f_measure: 0.9245, kappa: 0.2228, kb_relative_information_score: -675.5288, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9387, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7931, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.8548, scimark_benchmark: 1255.7861, usercpu_time_millis: 122.783, usercpu_time_millis_testing: 5.129, usercpu_time_millis_training: 117.654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8996, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -883.6796, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8467, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2168, root_relative_squared_error: 0.8913, scimark_benchmark: 1268.0134, usercpu_time_millis: 62.796, usercpu_time_millis_testing: 4.877, usercpu_time_millis_training: 57.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9026, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -835.9951, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8254, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.8805, scimark_benchmark: 1245.2542, usercpu_time_millis: 62.983, usercpu_time_millis_testing: 3.365, usercpu_time_millis_training: 59.618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9118, f_measure: 0.9267, kappa: 0.2565, kb_relative_information_score: -615.2108, mean_absolute_error: 0.0913, 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: 0.7699, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2058, root_relative_squared_error: 0.8462, scimark_benchmark: 1258.75, usercpu_time_millis: 24.661, usercpu_time_millis_testing: 1.614, usercpu_time_millis_training: 23.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8893, f_measure: 0.9063, kb_relative_information_score: -990.7813, mean_absolute_error: 0.1051, 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: 0.8863, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.9177, scimark_benchmark: 1253.6228, usercpu_time_millis: 37.278, usercpu_time_millis_testing: 3.948, usercpu_time_millis_training: 33.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -870.624, mean_absolute_error: 0.097, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8179, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.8806, scimark_benchmark: 1262.3396, usercpu_time_millis: 7.382, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 7.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8817, f_measure: 0.9063, kb_relative_information_score: -1107.0951, 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: 0.8866, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.224, root_relative_squared_error: 0.9209, scimark_benchmark: 1267.2147, usercpu_time_millis: 25.914, usercpu_time_millis_testing: 1.767, usercpu_time_millis_training: 24.147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9044, f_measure: 0.9118, kappa: 0.0669, kb_relative_information_score: -772.929, mean_absolute_error: 0.0971, 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: 0.819, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2123, root_relative_squared_error: 0.8727, scimark_benchmark: 1256.3157, usercpu_time_millis: 27.788, usercpu_time_millis_testing: 1.643, usercpu_time_millis_training: 26.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9129, f_measure: 0.916, kappa: 0.1188, kb_relative_information_score: -650.6295, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.9404, prior_entropy: 0.3411, recall: 0.9404, relative_absolute_error: 0.7959, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2094, root_relative_squared_error: 0.8608, scimark_benchmark: 1240.4929, usercpu_time_millis: 31.92, usercpu_time_millis_testing: 2.593, usercpu_time_millis_training: 29.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -784.1758, mean_absolute_error: 0.0985, 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: 0.8304, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.8809, scimark_benchmark: 1265.4616, usercpu_time_millis: 45.061, usercpu_time_millis_testing: 3.971, usercpu_time_millis_training: 41.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.911, f_measure: 0.92, kappa: 0.1676, kb_relative_information_score: -710.594, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9364, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.8076, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.8573, scimark_benchmark: 1268.7642, usercpu_time_millis: 64.191, usercpu_time_millis_testing: 4.42, usercpu_time_millis_training: 59.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -668.8402, 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: 0.2122, root_relative_squared_error: 0.8725, scimark_benchmark: 1255.1782, usercpu_time_millis: 41.439, usercpu_time_millis_testing: 3.774, usercpu_time_millis_training: 37.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8652, f_measure: 0.9063, kb_relative_information_score: -1028.9058, 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: 0.9187, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.9388, scimark_benchmark: 1246.4814, usercpu_time_millis: 2.45, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 2.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9064, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -846.3115, 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: 0.8317, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.215, root_relative_squared_error: 0.8841, scimark_benchmark: 1253.4611, usercpu_time_millis: 68.287, usercpu_time_millis_testing: 4.526, usercpu_time_millis_training: 63.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.923, kappa: 0.2043, kb_relative_information_score: -685.8017, mean_absolute_error: 0.0951, 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: 0.8018, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.8585, scimark_benchmark: 1267.2494, usercpu_time_millis: 18.125, usercpu_time_millis_testing: 1.113, usercpu_time_millis_training: 17.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9171, f_measure: 0.9189, kappa: 0.1563, kb_relative_information_score: -644.8184, mean_absolute_error: 0.0946, 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: 0.7974, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.8561, scimark_benchmark: 1254.3069, usercpu_time_millis: 54.528, usercpu_time_millis_testing: 3.63, usercpu_time_millis_training: 50.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.915, f_measure: 0.9222, kappa: 0.1949, kb_relative_information_score: -648.0846, mean_absolute_error: 0.0943, 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: 0.7954, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.853, scimark_benchmark: 1263.022, usercpu_time_millis: 44.156, usercpu_time_millis_testing: 2.875, usercpu_time_millis_training: 41.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, f_measure: 0.9157, kappa: 0.1175, kb_relative_information_score: -688.939, mean_absolute_error: 0.0952, 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: 0.8023, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.8646, scimark_benchmark: 1269.7652, usercpu_time_millis: 69.449, usercpu_time_millis_testing: 4.1, usercpu_time_millis_training: 65.349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9036, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -864.3536, mean_absolute_error: 0.0985, 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: 0.8305, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.8806, scimark_benchmark: 1250.9151, usercpu_time_millis: 101.613, usercpu_time_millis_testing: 4.745, usercpu_time_millis_training: 96.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1131.7674, mean_absolute_error: 0.1054, 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: 0.8889, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2244, root_relative_squared_error: 0.9227, scimark_benchmark: 1249.4122, usercpu_time_millis: 41.302, usercpu_time_millis_testing: 3.206, usercpu_time_millis_training: 38.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.913, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -655.1055, mean_absolute_error: 0.0967, 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: 0.8151, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.212, root_relative_squared_error: 0.8716, scimark_benchmark: 1251.4681, usercpu_time_millis: 87.097, usercpu_time_millis_testing: 8.725, usercpu_time_millis_training: 78.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8358, f_measure: 0.9063, kb_relative_information_score: -728.8618, mean_absolute_error: 0.1139, 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: 0.9607, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.9694, scimark_benchmark: 1257.7163, usercpu_time_millis: 24.991, usercpu_time_millis_testing: 3.221, usercpu_time_millis_training: 21.77,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -933.793, 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: 0.8553, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.896, scimark_benchmark: 1265.1146, usercpu_time_millis: 29.196, usercpu_time_millis_testing: 2.158, usercpu_time_millis_training: 27.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8921, f_measure: 0.9063, kb_relative_information_score: -935.6524, 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: 0.8769, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.9108, scimark_benchmark: 1255.7661, usercpu_time_millis: 58.894, usercpu_time_millis_testing: 5.051, usercpu_time_millis_training: 53.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -770.2761, 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: 0.8363, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.8808, scimark_benchmark: 1260.0909, usercpu_time_millis: 20.573, usercpu_time_millis_testing: 2.015, usercpu_time_millis_training: 18.558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -885.2424, mean_absolute_error: 0.0989, 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: 0.8336, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.8829, scimark_benchmark: 1265.5132, usercpu_time_millis: 35.451, usercpu_time_millis_testing: 1.644, usercpu_time_millis_training: 33.807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9116, f_measure: 0.9118, kappa: 0.0669, kb_relative_information_score: -669.1852, mean_absolute_error: 0.0966, 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: 0.8143, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.8687, scimark_benchmark: 1242.3614, usercpu_time_millis: 51.044, usercpu_time_millis_testing: 4.498, usercpu_time_millis_training: 46.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -980.5938, mean_absolute_error: 0.1025, 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: 0.8645, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.9024, scimark_benchmark: 1242.9034, usercpu_time_millis: 64.776, usercpu_time_millis_testing: 4.646, usercpu_time_millis_training: 60.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8658, f_measure: 0.9063, kb_relative_information_score: -1224.4804, mean_absolute_error: 0.1071, 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: 0.9032, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.227, root_relative_squared_error: 0.9334, scimark_benchmark: 1281.1778, usercpu_time_millis: 71.53, usercpu_time_millis_testing: 3.954, usercpu_time_millis_training: 67.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9182, f_measure: 0.9268, kappa: 0.2533, kb_relative_information_score: -559.5729, mean_absolute_error: 0.0909, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9364, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7668, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.205, root_relative_squared_error: 0.8428, scimark_benchmark: 1267.6465, usercpu_time_millis: 157.589, usercpu_time_millis_testing: 9.458, usercpu_time_millis_training: 148.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8821, f_measure: 0.9133, kappa: 0.093, kb_relative_information_score: -987.2157, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9186, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8314, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.8907, scimark_benchmark: 1278.5627, usercpu_time_millis: 2.63, usercpu_time_millis_testing: 0.234, usercpu_time_millis_training: 2.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8996, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -848.966, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8229, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2153, root_relative_squared_error: 0.8852, scimark_benchmark: 1275.0607, usercpu_time_millis: 4.141, usercpu_time_millis_testing: 0.454, usercpu_time_millis_training: 3.687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8695, f_measure: 0.9063, kb_relative_information_score: -1175.3022, mean_absolute_error: 0.1068, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9005, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.9309, scimark_benchmark: 1256.9565, usercpu_time_millis: 23.077, usercpu_time_millis_testing: 1.524, usercpu_time_millis_training: 21.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9125, f_measure: 0.9222, kappa: 0.1949, kb_relative_information_score: -639.6141, mean_absolute_error: 0.0943, 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: 0.7954, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.8557, scimark_benchmark: 1258.5637, usercpu_time_millis: 46.632, usercpu_time_millis_testing: 3.1, usercpu_time_millis_training: 43.532,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9171, f_measure: 0.928, kappa: 0.2688, kb_relative_information_score: -549.0469, mean_absolute_error: 0.0903, 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: 0.7612, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.8404, scimark_benchmark: 1274.3613, usercpu_time_millis: 114.229, usercpu_time_millis_testing: 6.616, usercpu_time_millis_training: 107.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.9205, kappa: 0.1758, kb_relative_information_score: -659.3222, mean_absolute_error: 0.0946, 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: 0.7974, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.8539, scimark_benchmark: 1278.4213, usercpu_time_millis: 78.322, usercpu_time_millis_testing: 5.037, usercpu_time_millis_training: 73.285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.9253, kappa: 0.232, kb_relative_information_score: -657.3077, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9394, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7902, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.852, scimark_benchmark: 1272.146, usercpu_time_millis: 80.395, usercpu_time_millis_testing: 3.611, usercpu_time_millis_training: 76.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9077, f_measure: 0.9149, kappa: 0.1071, kb_relative_information_score: -771.0515, mean_absolute_error: 0.0979, 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: 0.8251, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.8661, scimark_benchmark: 1274.7435, usercpu_time_millis: 69.522, usercpu_time_millis_testing: 5.086, usercpu_time_millis_training: 64.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -826.0261, mean_absolute_error: 0.0982, 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: 0.8275, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.8775, scimark_benchmark: 1254.6636, usercpu_time_millis: 96.261, usercpu_time_millis_testing: 5.405, usercpu_time_millis_training: 90.856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8972, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -818.2805, mean_absolute_error: 0.0989, 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: 0.834, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.8772, scimark_benchmark: 1261.1621, usercpu_time_millis: 14.175, usercpu_time_millis_testing: 1.343, usercpu_time_millis_training: 12.832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8723, f_measure: 0.9063, kb_relative_information_score: -1028.5854, mean_absolute_error: 0.1071, 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: 0.9031, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2256, root_relative_squared_error: 0.9274, scimark_benchmark: 1245.3884, usercpu_time_millis: 19.555, usercpu_time_millis_testing: 2.051, usercpu_time_millis_training: 17.504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8375, f_measure: 0.9063, kb_relative_information_score: -1321.7364, mean_absolute_error: 0.1102, 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: 0.9294, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.9515, scimark_benchmark: 1238.2723, usercpu_time_millis: 35.282, usercpu_time_millis_testing: 2.774, usercpu_time_millis_training: 32.508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.9082, kappa: 0.0232, kb_relative_information_score: -893.9163, mean_absolute_error: 0.101, 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: 0.8513, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2159, root_relative_squared_error: 0.8875, scimark_benchmark: 1267.9629, usercpu_time_millis: 58.776, usercpu_time_millis_testing: 4.389, usercpu_time_millis_training: 54.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9093, f_measure: 0.9127, kappa: 0.0778, kb_relative_information_score: -737.2625, mean_absolute_error: 0.0972, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9354, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.8192, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2112, root_relative_squared_error: 0.8683, scimark_benchmark: 1274.0357, usercpu_time_millis: 75.386, usercpu_time_millis_testing: 5.825, usercpu_time_millis_training: 69.561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9163, f_measure: 0.9248, kappa: 0.2284, kb_relative_information_score: -600.9233, 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: 0.7825, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.8528, scimark_benchmark: 1268.7113, usercpu_time_millis: 49.448, usercpu_time_millis_testing: 3.193, usercpu_time_millis_training: 46.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8798, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -1019.4669, mean_absolute_error: 0.1041, 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: 0.8777, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.221, root_relative_squared_error: 0.9087, scimark_benchmark: 1242.9473, usercpu_time_millis: 41.863, usercpu_time_millis_testing: 3.37, usercpu_time_millis_training: 38.493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.9131, kappa: 0.0861, kb_relative_information_score: -745.9376, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9263, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.8203, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.867, scimark_benchmark: 1256.9451, usercpu_time_millis: 45.355, usercpu_time_millis_testing: 3.301, usercpu_time_millis_training: 42.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8973, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -970.4731, mean_absolute_error: 0.1001, 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: 0.8438, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.8948, scimark_benchmark: 1242.365, usercpu_time_millis: 114.827, usercpu_time_millis_testing: 5.388, usercpu_time_millis_training: 109.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.914, kappa: 0.0967, kb_relative_information_score: -718.3895, mean_absolute_error: 0.0972, 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: 0.8192, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.8667, scimark_benchmark: 1252.607, usercpu_time_millis: 32.45, usercpu_time_millis_testing: 2.864, usercpu_time_millis_training: 29.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -835.1224, mean_absolute_error: 0.1002, 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: 0.8447, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.8861, scimark_benchmark: 1248.2834, usercpu_time_millis: 48.902, usercpu_time_millis_testing: 4.67, usercpu_time_millis_training: 44.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9107, f_measure: 0.9175, kappa: 0.1378, kb_relative_information_score: -714.0956, mean_absolute_error: 0.0951, 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: 0.802, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2094, root_relative_squared_error: 0.8611, scimark_benchmark: 1277.22, usercpu_time_millis: 51.63, usercpu_time_millis_testing: 2.863, usercpu_time_millis_training: 48.767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, f_measure: 0.9189, kappa: 0.1563, kb_relative_information_score: -676.9544, mean_absolute_error: 0.0951, 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: 0.8016, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.8568, scimark_benchmark: 1263.6027, usercpu_time_millis: 93.756, usercpu_time_millis_testing: 5.973, usercpu_time_millis_training: 87.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -723.5231, mean_absolute_error: 0.0971, 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: 0.8185, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.8732, scimark_benchmark: 1258.3065, usercpu_time_millis: 47.226, usercpu_time_millis_testing: 3.651, usercpu_time_millis_training: 43.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -833.683, mean_absolute_error: 0.1013, 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: 0.8543, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.8918, scimark_benchmark: 1273.7365, usercpu_time_millis: 39.141, usercpu_time_millis_testing: 3.276, usercpu_time_millis_training: 35.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9122, f_measure: 0.9197, kappa: 0.1661, kb_relative_information_score: -677.6234, mean_absolute_error: 0.0946, 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: 0.7973, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.8554, scimark_benchmark: 1269.7415, usercpu_time_millis: 11.843, usercpu_time_millis_testing: 0.859, usercpu_time_millis_training: 10.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8764, f_measure: 0.9063, kb_relative_information_score: -1139.5729, 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: 0.8956, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2256, root_relative_squared_error: 0.9276, scimark_benchmark: 1239.143, usercpu_time_millis: 3.066, usercpu_time_millis_testing: 0.42, usercpu_time_millis_training: 2.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.9278, kappa: 0.2639, kb_relative_information_score: -562.6214, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9387, predictive_accuracy: 0.9451, prior_entropy: 0.3411, recall: 0.9451, relative_absolute_error: 0.7708, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.8433, scimark_benchmark: 1273.6192, usercpu_time_millis: 94.317, usercpu_time_millis_testing: 6.393, usercpu_time_millis_training: 87.924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.9127, kappa: 0.0778, kb_relative_information_score: -703.8344, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9354, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.8154, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.8681, scimark_benchmark: 1263.4011, usercpu_time_millis: 17.099, usercpu_time_millis_testing: 1.455, usercpu_time_millis_training: 15.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9151, f_measure: 0.9142, kappa: 0.0979, kb_relative_information_score: -615.1993, mean_absolute_error: 0.0947, 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: 0.7987, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.8619, scimark_benchmark: 1257.2999, usercpu_time_millis: 102.651, usercpu_time_millis_testing: 9.264, usercpu_time_millis_training: 93.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9084, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -831.6729, mean_absolute_error: 0.0985, 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: 0.8307, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.8749, scimark_benchmark: 1251.5605, usercpu_time_millis: 4.052, usercpu_time_millis_testing: 0.275, usercpu_time_millis_training: 3.777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8685, f_measure: 0.9063, kb_relative_information_score: -1220.1663, 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: 0.8984, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.9307, scimark_benchmark: 1268.082, usercpu_time_millis: 64.777, usercpu_time_millis_testing: 3.258, usercpu_time_millis_training: 61.519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9064, f_measure: 0.9197, kappa: 0.1661, kb_relative_information_score: -680.879, mean_absolute_error: 0.0953, 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: 0.8036, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.8625, scimark_benchmark: 1262.7209, usercpu_time_millis: 17.202, usercpu_time_millis_testing: 1.18, usercpu_time_millis_training: 16.022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9063, kb_relative_information_score: -62.4296, mean_absolute_error: 0.1185, 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: 0.9991, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1277.7479, usercpu_time_millis: 2.387, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 2.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9044, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -826.5979, 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: 0.8221, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.8788, scimark_benchmark: 1264.5092, usercpu_time_millis: 21.59, usercpu_time_millis_testing: 1.15, usercpu_time_millis_training: 20.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.842, f_measure: 0.9063, kb_relative_information_score: -1177.4849, 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: 0.9227, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2294, root_relative_squared_error: 0.943, scimark_benchmark: 1260.6638, usercpu_time_millis: 33.644, usercpu_time_millis_testing: 2.985, usercpu_time_millis_training: 30.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.9169, kappa: 0.1291, kb_relative_information_score: -681.1157, mean_absolute_error: 0.0954, 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: 0.8045, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.8654, scimark_benchmark: 1254.296, usercpu_time_millis: 27.709, usercpu_time_millis_testing: 2.236, usercpu_time_millis_training: 25.473,

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