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: 0.8799, f_measure: 0.9069, kappa: 0.01, kb_relative_information_score: -1071.786, mean_absolute_error: 0.1003, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8991, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.846, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.9071, scimark_benchmark: 1844.3569, usercpu_time_millis: 10.326, usercpu_time_millis_testing: 0.131, usercpu_time_millis_training: 10.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8568, f_measure: 0.9063, kb_relative_information_score: -1231.699, mean_absolute_error: 0.1089, 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: 0.9179, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2293, root_relative_squared_error: 0.9429, scimark_benchmark: 1717.1449, usercpu_time_millis: 8.3, usercpu_time_millis_testing: 0.76, usercpu_time_millis_training: 7.54,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.9278, kappa: 0.2716, kb_relative_information_score: -791.067, mean_absolute_error: 0.093, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9334, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7841, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.208, root_relative_squared_error: 0.8553, scimark_benchmark: 1748.2541, usercpu_time_millis: 191.652, usercpu_time_millis_testing: 1.797, usercpu_time_millis_training: 189.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8909, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -994.3486, mean_absolute_error: 0.0997, 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: 0.8403, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.8843, scimark_benchmark: 1743.6849, usercpu_time_millis: 64.888, usercpu_time_millis_testing: 1.103, usercpu_time_millis_training: 63.785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.9232, kappa: 0.2143, kb_relative_information_score: -832.6682, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.93, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.8052, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.8615, scimark_benchmark: 1727.2887, usercpu_time_millis: 53.517, usercpu_time_millis_testing: 0.647, usercpu_time_millis_training: 52.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9084, f_measure: 0.9266, kappa: 0.2482, kb_relative_information_score: -782.126, mean_absolute_error: 0.0948, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.939, predictive_accuracy: 0.9448, prior_entropy: 0.3411, recall: 0.9448, relative_absolute_error: 0.7989, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.854, scimark_benchmark: 1716.218, usercpu_time_millis: 52.071, usercpu_time_millis_testing: 1.067, usercpu_time_millis_training: 51.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8848, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -1016.4458, mean_absolute_error: 0.1005, 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: 0.8471, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.8906, scimark_benchmark: 1734.7906, usercpu_time_millis: 44.618, usercpu_time_millis_testing: 1.017, usercpu_time_millis_training: 43.601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9045, f_measure: 0.9175, kappa: 0.1378, kb_relative_information_score: -825.8603, mean_absolute_error: 0.0976, 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: 0.8225, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.8665, scimark_benchmark: 1818.4366, usercpu_time_millis: 21.247, usercpu_time_millis_testing: 0.965, usercpu_time_millis_training: 20.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, f_measure: 0.9222, kappa: 0.1949, kb_relative_information_score: -645.2437, mean_absolute_error: 0.0942, 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: 0.7942, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.852, scimark_benchmark: 1744.5162, usercpu_time_millis: 14.236, usercpu_time_millis_testing: 0.982, usercpu_time_millis_training: 13.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8034, f_measure: 0.9063, kb_relative_information_score: -1715.3428, 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: 0.9323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2343, root_relative_squared_error: 0.9632, scimark_benchmark: 1728.5218, usercpu_time_millis: 14.016, usercpu_time_millis_testing: 0.528, usercpu_time_millis_training: 13.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.9253, kappa: 0.232, kb_relative_information_score: -683.9363, mean_absolute_error: 0.0942, 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: 0.7941, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.8549, scimark_benchmark: 1729.223, usercpu_time_millis: 14.119, usercpu_time_millis_testing: 0.645, usercpu_time_millis_training: 13.474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8666, f_measure: 0.9063, kb_relative_information_score: -1129.9013, 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: 0.9099, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.9357, scimark_benchmark: 1752.9189, usercpu_time_millis: 7.174, usercpu_time_millis_testing: 0.648, usercpu_time_millis_training: 6.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.9063, kb_relative_information_score: 3.2943, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9962, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1722.2245, usercpu_time_millis: 1.028, usercpu_time_millis_testing: 0.124, usercpu_time_millis_training: 0.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: 4.9564, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9963, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1829.6946, usercpu_time_millis: 2.234, usercpu_time_millis_testing: 0.348, usercpu_time_millis_training: 1.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.9211, kappa: 0.1838, kb_relative_information_score: -831.1878, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9333, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.8071, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.8686, scimark_benchmark: 1752.4771, usercpu_time_millis: 53.111, usercpu_time_millis_testing: 0.695, usercpu_time_millis_training: 52.416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7998, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1859.7075, mean_absolute_error: 0.1104, 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: 0.9312, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2351, root_relative_squared_error: 0.9667, scimark_benchmark: 1802.7628, usercpu_time_millis: 43.395, usercpu_time_millis_testing: 0.482, usercpu_time_millis_training: 42.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9124, f_measure: 0.9284, kappa: 0.2754, kb_relative_information_score: -679.755, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9359, predictive_accuracy: 0.9448, prior_entropy: 0.3411, recall: 0.9448, relative_absolute_error: 0.7794, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2061, root_relative_squared_error: 0.8475, scimark_benchmark: 1802.7628, usercpu_time_millis: 30.588, usercpu_time_millis_testing: 0.777, usercpu_time_millis_training: 29.811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, f_measure: 0.9265, kappa: 0.2515, kb_relative_information_score: -589.3313, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.77, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2054, root_relative_squared_error: 0.8443, scimark_benchmark: 1839.272, usercpu_time_millis: 22.349, usercpu_time_millis_testing: 1.171, usercpu_time_millis_training: 21.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8314, f_measure: 0.9063, kb_relative_information_score: -1421.9679, 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: 0.9176, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2296, root_relative_squared_error: 0.9438, scimark_benchmark: 1785.4219, usercpu_time_millis: 18.313, usercpu_time_millis_testing: 0.515, usercpu_time_millis_training: 17.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9036, f_measure: 0.9262, kappa: 0.2497, kb_relative_information_score: -687.0234, mean_absolute_error: 0.0922, 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: 0.7771, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2083, root_relative_squared_error: 0.8566, scimark_benchmark: 1726.2771, usercpu_time_millis: 12.733, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 12.448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9165, f_measure: 0.928, kappa: 0.2762, kb_relative_information_score: -547.3445, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7591, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.8426, scimark_benchmark: 1846.3057, usercpu_time_millis: 11.661, usercpu_time_millis_testing: 0.532, usercpu_time_millis_training: 11.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.9063, kb_relative_information_score: -1232.6852, mean_absolute_error: 0.1089, 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: 0.9183, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2291, root_relative_squared_error: 0.9419, scimark_benchmark: 1715.5673, usercpu_time_millis: 8.751, usercpu_time_millis_testing: 1.065, usercpu_time_millis_training: 7.686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9063, kb_relative_information_score: 2.9582, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1724.7921, usercpu_time_millis: 3, usercpu_time_millis_testing: 0.448, usercpu_time_millis_training: 2.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.9308, kappa: 0.3221, kb_relative_information_score: -764.2764, mean_absolute_error: 0.0912, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7692, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.8681, scimark_benchmark: 1955.2094, usercpu_time_millis: 96.605, usercpu_time_millis_testing: 0.742, usercpu_time_millis_training: 95.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8909, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -996.4463, 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: 0.8332, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.8868, scimark_benchmark: 1750.7866, usercpu_time_millis: 82.613, usercpu_time_millis_testing: 0.829, usercpu_time_millis_training: 81.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.903, f_measure: 0.9284, kappa: 0.2826, kb_relative_information_score: -753.1049, mean_absolute_error: 0.0923, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9318, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7785, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.8573, scimark_benchmark: 1741.7277, usercpu_time_millis: 80.707, usercpu_time_millis_testing: 0.919, usercpu_time_millis_training: 79.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8885, f_measure: 0.9115, kappa: 0.0658, kb_relative_information_score: -981.5567, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9271, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8414, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2152, root_relative_squared_error: 0.8849, scimark_benchmark: 1832.1165, usercpu_time_millis: 50.838, usercpu_time_millis_testing: 1.192, usercpu_time_millis_training: 49.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8825, f_measure: 0.9069, kappa: 0.01, kb_relative_information_score: -1026.3876, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8991, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8361, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.9024, scimark_benchmark: 1953.0215, usercpu_time_millis: 44.367, usercpu_time_millis_testing: 0.628, usercpu_time_millis_training: 43.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9135, f_measure: 0.9205, kappa: 0.1758, kb_relative_information_score: -642.781, mean_absolute_error: 0.0934, 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: 0.7874, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.8573, scimark_benchmark: 1726.6494, usercpu_time_millis: 21.171, usercpu_time_millis_testing: 1.357, usercpu_time_millis_training: 19.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.9237, kappa: 0.2176, kb_relative_information_score: -792.7547, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9331, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.801, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.8645, scimark_benchmark: 1929.9089, usercpu_time_millis: 26.713, usercpu_time_millis_testing: 0.633, usercpu_time_millis_training: 26.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, f_measure: 0.9261, kappa: 0.241, kb_relative_information_score: -647.7259, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9401, predictive_accuracy: 0.9448, prior_entropy: 0.3411, recall: 0.9448, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.8517, scimark_benchmark: 1953.5301, usercpu_time_millis: 16.444, usercpu_time_millis_testing: 0.825, usercpu_time_millis_training: 15.619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.91, f_measure: 0.9267, kappa: 0.2643, kb_relative_information_score: -589.1693, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9292, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7582, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.8513, scimark_benchmark: 1718.6781, usercpu_time_millis: 13.064, usercpu_time_millis_testing: 0.517, usercpu_time_millis_training: 12.547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9057, f_measure: 0.9245, kappa: 0.2267, kb_relative_information_score: -772.0125, mean_absolute_error: 0.0946, 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: 0.7977, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.8562, scimark_benchmark: 1785.7422, usercpu_time_millis: 14.755, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 14.462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8991, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -865.8309, mean_absolute_error: 0.098, 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: 0.826, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2126, root_relative_squared_error: 0.8742, scimark_benchmark: 1725.4984, usercpu_time_millis: 10.831, usercpu_time_millis_testing: 0.381, usercpu_time_millis_training: 10.45,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9093, f_measure: 0.9266, kappa: 0.2482, kb_relative_information_score: -684.7985, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.939, predictive_accuracy: 0.9448, prior_entropy: 0.3411, recall: 0.9448, relative_absolute_error: 0.7883, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.8532, scimark_benchmark: 1745.8713, usercpu_time_millis: 47.238, usercpu_time_millis_testing: 1.627, usercpu_time_millis_training: 45.611,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8592, f_measure: 0.9063, kb_relative_information_score: -1089.0608, mean_absolute_error: 0.1078, 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: 0.909, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2272, root_relative_squared_error: 0.9343, scimark_benchmark: 1758.491, usercpu_time_millis: 1.185, usercpu_time_millis_testing: 0.127, usercpu_time_millis_training: 1.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: -3.1521, 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: 0.9979, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1739.4868, usercpu_time_millis: 2.769, usercpu_time_millis_testing: 0.387, usercpu_time_millis_training: 2.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8305, f_measure: 0.9063, kb_relative_information_score: -1380.8702, mean_absolute_error: 0.1087, 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: 0.9166, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2294, root_relative_squared_error: 0.9434, scimark_benchmark: 1837.1955, usercpu_time_millis: 2.641, usercpu_time_millis_testing: 0.121, usercpu_time_millis_training: 2.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8686, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1222.5001, mean_absolute_error: 0.1031, 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: 0.8691, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2221, root_relative_squared_error: 0.9131, scimark_benchmark: 1843.7454, usercpu_time_millis: 1.378, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 1.317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.9063, kb_relative_information_score: 0.2766, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9971, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1744.9242, usercpu_time_millis: 1.834, usercpu_time_millis_testing: 0.256, usercpu_time_millis_training: 1.578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.9224, kappa: 0.1965, kb_relative_information_score: -819.0663, mean_absolute_error: 0.096, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9388, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.8091, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.8617, scimark_benchmark: 1739.3121, usercpu_time_millis: 49.929, usercpu_time_millis_testing: 0.965, usercpu_time_millis_training: 48.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.9127, kappa: 0.0778, kb_relative_information_score: -886.3698, mean_absolute_error: 0.0978, 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: 0.8249, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.213, root_relative_squared_error: 0.8757, scimark_benchmark: 1746.4588, usercpu_time_millis: 30.389, usercpu_time_millis_testing: 0.841, usercpu_time_millis_training: 29.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9092, f_measure: 0.9258, kappa: 0.2392, kb_relative_information_score: -693.4564, mean_absolute_error: 0.0943, 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: 0.7947, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.8542, scimark_benchmark: 1706.9188, usercpu_time_millis: 27.69, usercpu_time_millis_testing: 1.423, usercpu_time_millis_training: 26.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, f_measure: 0.9059, kappa: -0.0016, kb_relative_information_score: -1130.8408, mean_absolute_error: 0.1006, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9361, prior_entropy: 0.3411, recall: 0.9361, relative_absolute_error: 0.8481, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2222, root_relative_squared_error: 0.9135, scimark_benchmark: 1745.1817, usercpu_time_millis: 27.287, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 26.935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.9243, kappa: 0.2211, kb_relative_information_score: -732.8398, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9367, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.8002, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.8597, scimark_benchmark: 1884.1904, usercpu_time_millis: 21.991, usercpu_time_millis_testing: 0.736, usercpu_time_millis_training: 21.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8871, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1060.1635, mean_absolute_error: 0.1035, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8729, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.9103, scimark_benchmark: 1836.1651, usercpu_time_millis: 10.094, usercpu_time_millis_testing: 0.828, usercpu_time_millis_training: 9.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: -14.4125, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9969, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1729.9217, usercpu_time_millis: 0.999, usercpu_time_millis_testing: 0.131, usercpu_time_millis_training: 0.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9042, f_measure: 0.9133, kappa: 0.0873, kb_relative_information_score: -776.5638, mean_absolute_error: 0.0983, 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: 0.8284, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.8703, scimark_benchmark: 1840.6384, usercpu_time_millis: 4.735, usercpu_time_millis_testing: 0.415, usercpu_time_millis_training: 4.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: -69.0468, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9969, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1895.6302, usercpu_time_millis: 0.479, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8889, f_measure: 0.9279, kappa: 0.2898, kb_relative_information_score: -830.6139, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9269, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.78, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.8813, scimark_benchmark: 1746.8596, usercpu_time_millis: 189.426, usercpu_time_millis_testing: 1.27, usercpu_time_millis_training: 188.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8978, f_measure: 0.9264, kappa: 0.2625, kb_relative_information_score: -736.0417, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9282, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7751, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.8653, scimark_benchmark: 1715.6468, usercpu_time_millis: 119.496, usercpu_time_millis_testing: 1.278, usercpu_time_millis_training: 118.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.898, f_measure: 0.9255, kappa: 0.2374, kb_relative_information_score: -830.5896, mean_absolute_error: 0.0955, 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: 0.8048, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.863, scimark_benchmark: 1903.8731, usercpu_time_millis: 81.525, usercpu_time_millis_testing: 1.071, usercpu_time_millis_training: 80.454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.9247, kappa: 0.2321, kb_relative_information_score: -727.1701, mean_absolute_error: 0.0934, 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: 0.7878, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.8621, scimark_benchmark: 1789.9003, usercpu_time_millis: 61.189, usercpu_time_millis_testing: 1.136, usercpu_time_millis_training: 60.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9097, f_measure: 0.9267, kappa: 0.2565, kb_relative_information_score: -640.8029, mean_absolute_error: 0.0917, 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: 0.7731, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.8515, scimark_benchmark: 1747.9423, usercpu_time_millis: 44.295, usercpu_time_millis_testing: 1.192, usercpu_time_millis_training: 43.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8931, f_measure: 0.9281, kappa: 0.2875, kb_relative_information_score: -790.2372, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9282, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7775, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.212, root_relative_squared_error: 0.8717, scimark_benchmark: 1734.6036, usercpu_time_millis: 41.257, usercpu_time_millis_testing: 0.34, usercpu_time_millis_training: 40.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.916, kappa: 0.1188, kb_relative_information_score: -804.9452, mean_absolute_error: 0.0956, 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: 0.8057, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.8732, scimark_benchmark: 1788.6377, usercpu_time_millis: 32.937, usercpu_time_millis_testing: 0.672, usercpu_time_millis_training: 32.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.9259, kappa: 0.2479, kb_relative_information_score: -633.6175, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9322, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7754, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2054, root_relative_squared_error: 0.8447, scimark_benchmark: 1853.3248, usercpu_time_millis: 12.945, usercpu_time_millis_testing: 0.425, usercpu_time_millis_training: 12.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.9157, kappa: 0.1175, kb_relative_information_score: -934.5464, mean_absolute_error: 0.0996, 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: 0.8399, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.213, root_relative_squared_error: 0.8758, scimark_benchmark: 1749.1834, usercpu_time_millis: 9.161, usercpu_time_millis_testing: 0.354, usercpu_time_millis_training: 8.807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: 1.9492, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9977, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1725.0513, usercpu_time_millis: 4.22, usercpu_time_millis_testing: 0.614, usercpu_time_millis_training: 3.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.9063, kb_relative_information_score: 3.8883, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9971, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1792.9748, usercpu_time_millis: 3.658, usercpu_time_millis_testing: 0.626, usercpu_time_millis_training: 3.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.9256, kappa: 0.2461, kb_relative_information_score: -827.0312, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.931, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.859, scimark_benchmark: 1733.9952, usercpu_time_millis: 217.925, usercpu_time_millis_testing: 1.43, usercpu_time_millis_training: 216.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, f_measure: 0.9252, kappa: 0.2392, kb_relative_information_score: -815.9094, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9313, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7901, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.8578, scimark_benchmark: 1731.1379, usercpu_time_millis: 169.802, usercpu_time_millis_testing: 1.269, usercpu_time_millis_training: 168.533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9174, f_measure: 0.9292, kappa: 0.2838, kb_relative_information_score: -554.6703, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9366, predictive_accuracy: 0.9451, prior_entropy: 0.3411, recall: 0.9451, relative_absolute_error: 0.7615, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.8419, scimark_benchmark: 1721.4091, usercpu_time_millis: 35.343, usercpu_time_millis_testing: 1.756, usercpu_time_millis_training: 33.587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8921, f_measure: 0.9166, kappa: 0.1277, kb_relative_information_score: -954.0354, mean_absolute_error: 0.099, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9323, predictive_accuracy: 0.9404, prior_entropy: 0.3411, recall: 0.9404, relative_absolute_error: 0.8346, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.8765, scimark_benchmark: 1728.3784, usercpu_time_millis: 42.709, usercpu_time_millis_testing: 0.854, usercpu_time_millis_training: 41.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.889, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -976.1234, mean_absolute_error: 0.0989, 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: 0.8336, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2159, root_relative_squared_error: 0.8875, scimark_benchmark: 1725.8581, usercpu_time_millis: 41.193, usercpu_time_millis_testing: 0.517, usercpu_time_millis_training: 40.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9027, f_measure: 0.92, kappa: 0.1676, kb_relative_information_score: -855.1925, mean_absolute_error: 0.0975, 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: 0.8218, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.8653, scimark_benchmark: 1712.0682, usercpu_time_millis: 30.716, usercpu_time_millis_testing: 0.893, usercpu_time_millis_training: 29.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, f_measure: 0.9248, kappa: 0.2284, kb_relative_information_score: -696.5, mean_absolute_error: 0.0941, 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: 0.7935, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.8524, scimark_benchmark: 1816.1117, usercpu_time_millis: 17.88, usercpu_time_millis_testing: 0.709, usercpu_time_millis_training: 17.171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9097, f_measure: 0.9133, kappa: 0.0873, kb_relative_information_score: -717.2307, mean_absolute_error: 0.0948, 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: 0.7994, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.8672, scimark_benchmark: 1740.6364, usercpu_time_millis: 22.826, usercpu_time_millis_testing: 1.371, usercpu_time_millis_training: 21.455,

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