Task
Supervised Classification on optdigits

Supervised Classification on optdigits

Task 1792 Supervised Classification optdigits 305 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.7831, kappa: 0.7597, kb_relative_information_score: 21678.1705, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.7829, predictive_accuracy: 0.7837, prior_entropy: 3.3218, recall: 0.7837, relative_absolute_error: 0.2754, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1932, root_relative_squared_error: 0.6441, scimark_benchmark: 906.0979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.7977, kappa: 0.7757, kb_relative_information_score: 20886.9244, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.7981, predictive_accuracy: 0.7981, prior_entropy: 3.3218, recall: 0.7981, relative_absolute_error: 0.3876, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1725, root_relative_squared_error: 0.575, scimark_benchmark: 851.2074, usercpu_time_millis: 21730, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 21710,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8478, f_measure: 0.7778, kappa: 0.6952, kb_relative_information_score: 20036.7896, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9251, predictive_accuracy: 0.7256, prior_entropy: 3.3218, recall: 0.7256, relative_absolute_error: 0.3049, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2343, root_relative_squared_error: 0.7809, scimark_benchmark: 916.0735, usercpu_time_millis: 48640, usercpu_time_millis_testing: 12740, usercpu_time_millis_training: 35900,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9669, kappa: 0.9632, kb_relative_information_score: 27186.109, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484, scimark_benchmark: 934.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9669, kappa: 0.9632, kb_relative_information_score: 27186.109, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484, scimark_benchmark: 934.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.926, kappa: 0.9177, kb_relative_information_score: 24754.6541, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9262, predictive_accuracy: 0.9259, prior_entropy: 3.3218, recall: 0.9259, relative_absolute_error: 0.2028, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.3763, scimark_benchmark: 941.6675, usercpu_time_millis: 2220, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 2200,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9669, kappa: 0.9632, kb_relative_information_score: 27186.109, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484, scimark_benchmark: 905.2959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 25008.163, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.977, predictive_accuracy: 0.977, prior_entropy: 3.3218, recall: 0.977, relative_absolute_error: 0.2145, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.3217, scimark_benchmark: 931.771, usercpu_time_millis: 3680, usercpu_time_millis_testing: 430, usercpu_time_millis_training: 3250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8478, f_measure: 0.7778, kappa: 0.6952, kb_relative_information_score: 20036.7896, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9251, predictive_accuracy: 0.7256, prior_entropy: 3.3218, recall: 0.7256, relative_absolute_error: 0.3049, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2343, root_relative_squared_error: 0.7809, scimark_benchmark: 932.438, usercpu_time_millis: 41720, usercpu_time_millis_testing: 14510, usercpu_time_millis_training: 27210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.8821, kappa: 0.8689, kb_relative_information_score: 23960.8496, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.8826, predictive_accuracy: 0.882, prior_entropy: 3.3218, recall: 0.882, relative_absolute_error: 0.1864, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.4545, scimark_benchmark: 943.1009, usercpu_time_millis: 177030, usercpu_time_millis_testing: 1350, usercpu_time_millis_training: 175680,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 25008.163, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.977, predictive_accuracy: 0.977, prior_entropy: 3.3218, recall: 0.977, relative_absolute_error: 0.2145, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.3217, scimark_benchmark: 943.1009, usercpu_time_millis: 3780, usercpu_time_millis_testing: 310, usercpu_time_millis_training: 3470,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.7831, kappa: 0.7597, kb_relative_information_score: 21678.1705, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.7829, predictive_accuracy: 0.7837, prior_entropy: 3.3218, recall: 0.7837, relative_absolute_error: 0.2754, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1932, root_relative_squared_error: 0.6441, scimark_benchmark: 819.5729, usercpu_time_millis: 320, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.7977, kappa: 0.7757, kb_relative_information_score: 20886.9244, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.7981, predictive_accuracy: 0.7981, prior_entropy: 3.3218, recall: 0.7981, relative_absolute_error: 0.3876, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1725, root_relative_squared_error: 0.575, scimark_benchmark: 936.2574, usercpu_time_millis: 16230, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 16210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8478, f_measure: 0.7778, kappa: 0.6952, kb_relative_information_score: 20036.7896, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9251, predictive_accuracy: 0.7256, prior_entropy: 3.3218, recall: 0.7256, relative_absolute_error: 0.3049, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2343, root_relative_squared_error: 0.7809, scimark_benchmark: 935.5664, usercpu_time_millis: 75100, usercpu_time_millis_testing: 28730, usercpu_time_millis_training: 46370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9669, kappa: 0.9632, kb_relative_information_score: 27186.109, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484, scimark_benchmark: 938.1282, usercpu_time_millis: 1160, usercpu_time_millis_testing: 910, usercpu_time_millis_training: 250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9669, kappa: 0.9632, kb_relative_information_score: 27186.109, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484, scimark_benchmark: 938.1282, usercpu_time_millis: 1170, usercpu_time_millis_testing: 940, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9669, kappa: 0.9632, kb_relative_information_score: 27186.109, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484, scimark_benchmark: 938.1282, usercpu_time_millis: 1210, usercpu_time_millis_testing: 960, usercpu_time_millis_training: 250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9669, kappa: 0.9632, kb_relative_information_score: 27186.109, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484, scimark_benchmark: 930.404, usercpu_time_millis: 940, usercpu_time_millis_testing: 730, usercpu_time_millis_training: 210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.926, kappa: 0.9177, kb_relative_information_score: 24754.6541, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9262, predictive_accuracy: 0.9259, prior_entropy: 3.3218, recall: 0.9259, relative_absolute_error: 0.2028, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.3763, scimark_benchmark: 941.4991, usercpu_time_millis: 2200, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 2180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9669, kappa: 0.9632, kb_relative_information_score: 27186.109, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484, scimark_benchmark: 944.0133, usercpu_time_millis: 1070, usercpu_time_millis_testing: 830, usercpu_time_millis_training: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.8821, kappa: 0.8689, kb_relative_information_score: 23960.8496, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.8826, predictive_accuracy: 0.882, prior_entropy: 3.3218, recall: 0.882, relative_absolute_error: 0.1864, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.4545, scimark_benchmark: 941.4991, usercpu_time_millis: 179850, usercpu_time_millis_testing: 1470, usercpu_time_millis_training: 178380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 25008.163, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.977, predictive_accuracy: 0.977, prior_entropy: 3.3218, recall: 0.977, relative_absolute_error: 0.2145, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.3217, scimark_benchmark: 936.9595, usercpu_time_millis: 3870, usercpu_time_millis_testing: 300, usercpu_time_millis_training: 3570,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9807, kappa: 0.9786, kb_relative_information_score: 25826.264, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9808, predictive_accuracy: 0.9807, prior_entropy: 3.3218, recall: 0.9807, relative_absolute_error: 0.1598, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0811, root_relative_squared_error: 0.2703, scimark_benchmark: 938.4601, usercpu_time_millis: 286200, usercpu_time_millis_testing: 93990, usercpu_time_millis_training: 192210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.98, kappa: 0.9777, kb_relative_information_score: 25824.6414, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.98, predictive_accuracy: 0.98, prior_entropy: 3.3218, recall: 0.98, relative_absolute_error: 0.1593, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0817, root_relative_squared_error: 0.2724, scimark_benchmark: 926.5462, usercpu_time_millis: 140160, usercpu_time_millis_testing: 43440, usercpu_time_millis_training: 96720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.978, kappa: 0.9755, kb_relative_information_score: 25817.1222, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.978, predictive_accuracy: 0.978, prior_entropy: 3.3218, recall: 0.978, relative_absolute_error: 0.159, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.2764, scimark_benchmark: 935.0213, usercpu_time_millis: 71540, usercpu_time_millis_testing: 20820, usercpu_time_millis_training: 50720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9759, kappa: 0.9732, kb_relative_information_score: 25782.1972, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9759, predictive_accuracy: 0.9759, prior_entropy: 3.3218, recall: 0.9759, relative_absolute_error: 0.1592, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0858, root_relative_squared_error: 0.2859, scimark_benchmark: 899.0468, usercpu_time_millis: 38790, usercpu_time_millis_testing: 10280, usercpu_time_millis_training: 28510,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9702, kappa: 0.9669, kb_relative_information_score: 25756.3744, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9702, predictive_accuracy: 0.9702, prior_entropy: 3.3218, recall: 0.9702, relative_absolute_error: 0.157, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.09, root_relative_squared_error: 0.2999, scimark_benchmark: 889.4922, usercpu_time_millis: 15600, usercpu_time_millis_testing: 1970, usercpu_time_millis_training: 13630,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9679, f_measure: 0.7748, kappa: 0.7511, kb_relative_information_score: 20347.4467, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.7749, predictive_accuracy: 0.7759, prior_entropy: 3.3218, recall: 0.7759, relative_absolute_error: 0.4023, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.5977, scimark_benchmark: 929.0296, usercpu_time_millis: 1680, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 1620,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.0889, kappa: 0.1086, kb_relative_information_score: 5419.8388, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.058, predictive_accuracy: 0.1979, prior_entropy: 3.3218, recall: 0.1979, relative_absolute_error: 0.9379, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.9686, scimark_benchmark: 938.3115, usercpu_time_millis: 80, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.0889, kappa: 0.1086, kb_relative_information_score: 5419.8388, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.058, predictive_accuracy: 0.1979, prior_entropy: 3.3218, recall: 0.1979, relative_absolute_error: 0.9379, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.9686, scimark_benchmark: 938.3115, usercpu_time_millis: 80, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.0889, kappa: 0.1086, kb_relative_information_score: 5419.8388, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.058, predictive_accuracy: 0.1979, prior_entropy: 3.3218, recall: 0.1979, relative_absolute_error: 0.9379, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.9686, scimark_benchmark: 940.0055, usercpu_time_millis: 100, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.0889, kappa: 0.1086, kb_relative_information_score: 5419.8388, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.058, predictive_accuracy: 0.1979, prior_entropy: 3.3218, recall: 0.1979, relative_absolute_error: 0.9379, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.9686, scimark_benchmark: 938.3115, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.0889, kappa: 0.1086, kb_relative_information_score: 5419.8388, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.058, predictive_accuracy: 0.1979, prior_entropy: 3.3218, recall: 0.1979, relative_absolute_error: 0.9379, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.9686, scimark_benchmark: 935.6052, usercpu_time_millis: 90, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0343, kappa: -0.0001, kb_relative_information_score: 1681.2892, mean_absolute_error: 0.1797, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.0207, predictive_accuracy: 0.1016, prior_entropy: 3.3218, recall: 0.1016, relative_absolute_error: 0.9982, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4239, root_relative_squared_error: 1.413, scimark_benchmark: 938.3115, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9631, kappa: 0.959, kb_relative_information_score: 25753.6777, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9631, predictive_accuracy: 0.9631, prior_entropy: 3.3218, recall: 0.9631, relative_absolute_error: 0.1536, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.3026, scimark_benchmark: 926.5859, usercpu_time_millis: 13510, usercpu_time_millis_testing: 720, usercpu_time_millis_training: 12790,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.854, f_measure: 0.3773, kappa: 0.3901, kb_relative_information_score: 5216.6846, mean_absolute_error: 0.1687, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.484, predictive_accuracy: 0.451, prior_entropy: 3.3218, recall: 0.451, relative_absolute_error: 0.9371, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2848, root_relative_squared_error: 0.9494, scimark_benchmark: 931.7994, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9185, kappa: 0.9089, kb_relative_information_score: 25821.3039, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9202, predictive_accuracy: 0.918, prior_entropy: 3.3218, recall: 0.918, relative_absolute_error: 0.0942, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1197, root_relative_squared_error: 0.3989, scimark_benchmark: 1313.11, usercpu_time_millis: 340, usercpu_time_millis_testing: 220, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9185, kappa: 0.9089, kb_relative_information_score: 25821.3039, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9202, predictive_accuracy: 0.918, prior_entropy: 3.3218, recall: 0.918, relative_absolute_error: 0.0942, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1197, root_relative_squared_error: 0.3989, scimark_benchmark: 1321.8321, usercpu_time_millis: 330, usercpu_time_millis_testing: 230, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9669, kappa: 0.9632, kb_relative_information_score: 27186.109, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484, scimark_benchmark: 1332.7986, usercpu_time_millis: 800, usercpu_time_millis_testing: 640, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9669, kappa: 0.9632, kb_relative_information_score: 27186.109, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484, scimark_benchmark: 1333.0982, usercpu_time_millis: 720, usercpu_time_millis_testing: 540, usercpu_time_millis_training: 180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9669, kappa: 0.9632, kb_relative_information_score: 27186.109, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484, scimark_benchmark: 1317.6232, usercpu_time_millis: 660, usercpu_time_millis_testing: 520, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.8821, kappa: 0.8689, kb_relative_information_score: 23960.8496, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.8826, predictive_accuracy: 0.882, prior_entropy: 3.3218, recall: 0.882, relative_absolute_error: 0.1864, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.4545, scimark_benchmark: 1326.2019, usercpu_time_millis: 269980, usercpu_time_millis_testing: 4150, usercpu_time_millis_training: 265830,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 25008.163, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.977, predictive_accuracy: 0.977, prior_entropy: 3.3218, recall: 0.977, relative_absolute_error: 0.2145, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.3217, scimark_benchmark: 1323.5075, usercpu_time_millis: 4070, usercpu_time_millis_testing: 430, usercpu_time_millis_training: 3640,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9525, f_measure: 0.8953, kappa: 0.8839, kb_relative_information_score: 24923.6001, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.8953, predictive_accuracy: 0.8956, prior_entropy: 3.3218, recall: 0.8956, relative_absolute_error: 0.1284, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1406, root_relative_squared_error: 0.4688, scimark_benchmark: 1330.4755, usercpu_time_millis: 800, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 790,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.7977, kappa: 0.7757, kb_relative_information_score: 20886.9244, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.7981, predictive_accuracy: 0.7981, prior_entropy: 3.3218, recall: 0.7981, relative_absolute_error: 0.3876, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1725, root_relative_squared_error: 0.575, scimark_benchmark: 1299.3719, usercpu_time_millis: 12540, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 12520,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8478, f_measure: 0.7778, kappa: 0.6952, kb_relative_information_score: 20036.7896, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9251, predictive_accuracy: 0.7256, prior_entropy: 3.3218, recall: 0.7256, relative_absolute_error: 0.3049, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2343, root_relative_squared_error: 0.7809, scimark_benchmark: 1280.9535, usercpu_time_millis: 53190, usercpu_time_millis_testing: 32160, usercpu_time_millis_training: 21030,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9669, kappa: 0.9632, kb_relative_information_score: 27186.109, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484, scimark_benchmark: 1328.1785, usercpu_time_millis: 640, usercpu_time_millis_testing: 500, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9669, kappa: 0.9632, kb_relative_information_score: 27186.109, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484, scimark_benchmark: 1333.9912, usercpu_time_millis: 690, usercpu_time_millis_testing: 550, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9669, kappa: 0.9632, kb_relative_information_score: 27186.109, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484, scimark_benchmark: 1337.7902, usercpu_time_millis: 600, usercpu_time_millis_testing: 480, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.926, kappa: 0.9177, kb_relative_information_score: 24754.6541, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9262, predictive_accuracy: 0.9259, prior_entropy: 3.3218, recall: 0.9259, relative_absolute_error: 0.2028, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.3763, scimark_benchmark: 1325.3966, usercpu_time_millis: 2660, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 2640,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 25008.163, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.977, predictive_accuracy: 0.977, prior_entropy: 3.3218, recall: 0.977, relative_absolute_error: 0.2145, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.3217, scimark_benchmark: 1331.2559, usercpu_time_millis: 3610, usercpu_time_millis_testing: 360, usercpu_time_millis_training: 3250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.7831, kappa: 0.7597, kb_relative_information_score: 21678.1705, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.7829, predictive_accuracy: 0.7837, prior_entropy: 3.3218, recall: 0.7837, relative_absolute_error: 0.2754, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1932, root_relative_squared_error: 0.6441, scimark_benchmark: 1344.0499, usercpu_time_millis: 210, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9669, kappa: 0.9632, kb_relative_information_score: 27186.109, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484, scimark_benchmark: 1373.7859, usercpu_time_millis: 810, usercpu_time_millis_testing: 630, usercpu_time_millis_training: 180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 25008.163, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.977, predictive_accuracy: 0.977, prior_entropy: 3.3218, recall: 0.977, relative_absolute_error: 0.2145, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.3217, scimark_benchmark: 1340.5125, usercpu_time_millis: 3000, usercpu_time_millis_testing: 340, usercpu_time_millis_training: 2660,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8478, f_measure: 0.7778, kappa: 0.6952, kb_relative_information_score: 20036.7896, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9251, predictive_accuracy: 0.7256, prior_entropy: 3.3218, recall: 0.7256, relative_absolute_error: 0.3049, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2343, root_relative_squared_error: 0.7809, scimark_benchmark: 1329.8008, usercpu_time_millis: 58440, usercpu_time_millis_testing: 25630, usercpu_time_millis_training: 32810,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9669, kappa: 0.9632, kb_relative_information_score: 27186.109, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484, scimark_benchmark: 1347.993, usercpu_time_millis: 730, usercpu_time_millis_testing: 570, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9185, kappa: 0.9089, kb_relative_information_score: 25821.3039, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9202, predictive_accuracy: 0.918, prior_entropy: 3.3218, recall: 0.918, relative_absolute_error: 0.0942, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1197, root_relative_squared_error: 0.3989, scimark_benchmark: 938.0414, usercpu_time_millis: 410, usercpu_time_millis_testing: 230, usercpu_time_millis_training: 180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.8821, kappa: 0.8689, kb_relative_information_score: 23960.8496, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.8826, predictive_accuracy: 0.882, prior_entropy: 3.3218, recall: 0.882, relative_absolute_error: 0.1864, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.4545, scimark_benchmark: 1322.7257, usercpu_time_millis: 276930, usercpu_time_millis_testing: 4260, usercpu_time_millis_training: 272670,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 25008.163, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.977, predictive_accuracy: 0.977, prior_entropy: 3.3218, recall: 0.977, relative_absolute_error: 0.2145, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.3217, scimark_benchmark: 1322.7257, usercpu_time_millis: 3010, usercpu_time_millis_testing: 420, usercpu_time_millis_training: 2590,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9663, kappa: 0.9626, kb_relative_information_score: 27032.402, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9663, predictive_accuracy: 0.9663, prior_entropy: 3.3218, recall: 0.9663, relative_absolute_error: 0.0573, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0722, root_relative_squared_error: 0.2407, scimark_benchmark: 1371.9645, usercpu_time_millis: 59780, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 59730,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9669, kappa: 0.9632, kb_relative_information_score: 27186.109, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484, scimark_benchmark: 918.0213, usercpu_time_millis: 1010, usercpu_time_millis_testing: 780, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9185, kappa: 0.9089, kb_relative_information_score: 25821.3039, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9202, predictive_accuracy: 0.918, prior_entropy: 3.3218, recall: 0.918, relative_absolute_error: 0.0942, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1197, root_relative_squared_error: 0.3989, scimark_benchmark: 1347.917, usercpu_time_millis: 320, usercpu_time_millis_testing: 230, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9669, kappa: 0.9632, kb_relative_information_score: 27186.109, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484, scimark_benchmark: 1347.917, usercpu_time_millis: 700, usercpu_time_millis_testing: 560, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9669, kappa: 0.9632, kb_relative_information_score: 27186.109, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484, scimark_benchmark: 1345.7204, usercpu_time_millis: 750, usercpu_time_millis_testing: 580, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 25008.163, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.18, number_of_instances: 28100, precision: 0.977, predictive_accuracy: 0.977, prior_entropy: 3.3218, recall: 0.977, relative_absolute_error: 0.2145, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.3217, scimark_benchmark: 1345.7204, usercpu_time_millis: 3330, usercpu_time_millis_testing: 480, usercpu_time_millis_training: 2850,

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

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs