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Supervised Classification on fri_c3_1000_50

Supervised Classification on fri_c3_1000_50

Task 4376 Supervised Classification fri_c3_1000_50 203 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8932, f_measure: 0.845, kappa: 0.6856, kb_relative_information_score: 5993.6018, mean_absolute_error: 0.2096, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8451, predictive_accuracy: 0.8453, prior_entropy: 0.9913, recall: 0.8453, relative_absolute_error: 0.4244, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.6986, scimark_benchmark: 906.0979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.8536, kappa: 0.7029, kb_relative_information_score: 4942.5815, mean_absolute_error: 0.2699, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.854, predictive_accuracy: 0.854, prior_entropy: 0.9913, recall: 0.854, relative_absolute_error: 0.5465, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3362, root_relative_squared_error: 0.6766, scimark_benchmark: 972.587, usercpu_time_millis: 430, usercpu_time_millis_training: 430,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.8558, kappa: 0.7076, kb_relative_information_score: 5979.9156, mean_absolute_error: 0.2108, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8561, predictive_accuracy: 0.8562, prior_entropy: 0.9913, recall: 0.8562, relative_absolute_error: 0.4268, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.6565, scimark_benchmark: 934.3687, usercpu_time_millis: 650, usercpu_time_millis_training: 650,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, f_measure: 0.6741, kappa: 0.3382, kb_relative_information_score: 3431.988, mean_absolute_error: 0.3227, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.6755, predictive_accuracy: 0.6773, prior_entropy: 0.9913, recall: 0.6773, relative_absolute_error: 0.6533, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.5681, root_relative_squared_error: 1.1431, scimark_benchmark: 944.1067, usercpu_time_millis: 2190, usercpu_time_millis_testing: 1000, usercpu_time_millis_training: 1190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, f_measure: 0.6741, kappa: 0.3382, kb_relative_information_score: 3431.988, mean_absolute_error: 0.3227, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.6755, predictive_accuracy: 0.6773, prior_entropy: 0.9913, recall: 0.6773, relative_absolute_error: 0.6533, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.5681, root_relative_squared_error: 1.1431, scimark_benchmark: 916.0735, usercpu_time_millis: 1770, usercpu_time_millis_testing: 590, usercpu_time_millis_training: 1180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9161, f_measure: 0.8341, kappa: 0.6642, kb_relative_information_score: 5920.3654, mean_absolute_error: 0.2095, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8341, predictive_accuracy: 0.8341, prior_entropy: 0.9913, recall: 0.8341, relative_absolute_error: 0.4241, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.6863, scimark_benchmark: 941.6675, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 941.6675, usercpu_time_millis: 70, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 938.191, usercpu_time_millis: 50, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.8841, kappa: 0.7649, kb_relative_information_score: 6282.4846, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8848, predictive_accuracy: 0.8845, prior_entropy: 0.9913, recall: 0.8845, relative_absolute_error: 0.4027, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.2959, root_relative_squared_error: 0.5954, scimark_benchmark: 941.6675, usercpu_time_millis: 290, usercpu_time_millis_training: 290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7137, f_measure: 0.6632, kappa: 0.3167, kb_relative_information_score: 2365.6772, mean_absolute_error: 0.3837, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.6629, predictive_accuracy: 0.6644, prior_entropy: 0.9913, recall: 0.6644, relative_absolute_error: 0.7767, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4779, root_relative_squared_error: 0.9616, scimark_benchmark: 938.9588, usercpu_time_millis: 14480, usercpu_time_millis_testing: 760, usercpu_time_millis_training: 13720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.8471, kappa: 0.6901, kb_relative_information_score: 6336.7729, mean_absolute_error: 0.1879, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8472, predictive_accuracy: 0.8474, prior_entropy: 0.9913, recall: 0.8474, relative_absolute_error: 0.3805, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3531, root_relative_squared_error: 0.7105, scimark_benchmark: 905.2959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, f_measure: 0.6741, kappa: 0.3382, kb_relative_information_score: 3431.988, mean_absolute_error: 0.3227, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.6755, predictive_accuracy: 0.6773, prior_entropy: 0.9913, recall: 0.6773, relative_absolute_error: 0.6533, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.5681, root_relative_squared_error: 1.1431, scimark_benchmark: 941.3847, usercpu_time_millis: 2040, usercpu_time_millis_testing: 870, usercpu_time_millis_training: 1170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, f_measure: 0.6741, kappa: 0.3382, kb_relative_information_score: 3431.988, mean_absolute_error: 0.3227, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.6755, predictive_accuracy: 0.6773, prior_entropy: 0.9913, recall: 0.6773, relative_absolute_error: 0.6533, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.5681, root_relative_squared_error: 1.1431, scimark_benchmark: 936.3373, usercpu_time_millis: 2190, usercpu_time_millis_testing: 1030, usercpu_time_millis_training: 1160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 974.2014, usercpu_time_millis: 60, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, f_measure: 0.8647, kappa: 0.7256, kb_relative_information_score: 4192.521, mean_absolute_error: 0.3127, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8654, predictive_accuracy: 0.8652, prior_entropy: 0.9913, recall: 0.8652, relative_absolute_error: 0.633, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3499, root_relative_squared_error: 0.7041, scimark_benchmark: 943.1009, usercpu_time_millis: 670, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 620,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8932, f_measure: 0.845, kappa: 0.6856, kb_relative_information_score: 5993.6018, mean_absolute_error: 0.2096, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8451, predictive_accuracy: 0.8453, prior_entropy: 0.9913, recall: 0.8453, relative_absolute_error: 0.4244, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.6986, scimark_benchmark: 942.2392, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.8536, kappa: 0.7029, kb_relative_information_score: 4942.5815, mean_absolute_error: 0.2699, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.854, predictive_accuracy: 0.854, prior_entropy: 0.9913, recall: 0.854, relative_absolute_error: 0.5465, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3362, root_relative_squared_error: 0.6766, scimark_benchmark: 908.9569, usercpu_time_millis: 430, usercpu_time_millis_training: 430,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.8558, kappa: 0.7076, kb_relative_information_score: 5979.9156, mean_absolute_error: 0.2108, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8561, predictive_accuracy: 0.8562, prior_entropy: 0.9913, recall: 0.8562, relative_absolute_error: 0.4268, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.6565, scimark_benchmark: 938.1282, usercpu_time_millis: 680, usercpu_time_millis_training: 680,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, f_measure: 0.6741, kappa: 0.3382, kb_relative_information_score: 3431.988, mean_absolute_error: 0.3227, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.6755, predictive_accuracy: 0.6773, prior_entropy: 0.9913, recall: 0.6773, relative_absolute_error: 0.6533, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.5681, root_relative_squared_error: 1.1431, scimark_benchmark: 938.1282, usercpu_time_millis: 2090, usercpu_time_millis_testing: 990, usercpu_time_millis_training: 1100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, f_measure: 0.6741, kappa: 0.3382, kb_relative_information_score: 3431.988, mean_absolute_error: 0.3227, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.6755, predictive_accuracy: 0.6773, prior_entropy: 0.9913, recall: 0.6773, relative_absolute_error: 0.6533, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.5681, root_relative_squared_error: 1.1431, scimark_benchmark: 934.5964, usercpu_time_millis: 3140, usercpu_time_millis_testing: 1550, usercpu_time_millis_training: 1590,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 933.3455, usercpu_time_millis: 50, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.8841, kappa: 0.7649, kb_relative_information_score: 6282.4846, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8848, predictive_accuracy: 0.8845, prior_entropy: 0.9913, recall: 0.8845, relative_absolute_error: 0.4027, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.2959, root_relative_squared_error: 0.5954, scimark_benchmark: 903.2737, usercpu_time_millis: 280, usercpu_time_millis_training: 280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7137, f_measure: 0.6632, kappa: 0.3167, kb_relative_information_score: 2365.6772, mean_absolute_error: 0.3837, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.6629, predictive_accuracy: 0.6644, prior_entropy: 0.9913, recall: 0.6644, relative_absolute_error: 0.7767, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4779, root_relative_squared_error: 0.9616, scimark_benchmark: 919.3788, usercpu_time_millis: 11870, usercpu_time_millis_testing: 250, usercpu_time_millis_training: 11620,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 932.438, usercpu_time_millis: 50, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.8471, kappa: 0.6901, kb_relative_information_score: 6336.7729, mean_absolute_error: 0.1879, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8472, predictive_accuracy: 0.8474, prior_entropy: 0.9913, recall: 0.8474, relative_absolute_error: 0.3805, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3531, root_relative_squared_error: 0.7105, scimark_benchmark: 730.6551, usercpu_time_millis: 1910, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 1880,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, f_measure: 0.8647, kappa: 0.7256, kb_relative_information_score: 4192.521, mean_absolute_error: 0.3127, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8654, predictive_accuracy: 0.8652, prior_entropy: 0.9913, recall: 0.8652, relative_absolute_error: 0.633, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3499, root_relative_squared_error: 0.7041, scimark_benchmark: 901.4991, usercpu_time_millis: 710, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 630,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.8554, kappa: 0.7067, kb_relative_information_score: 3857.0381, mean_absolute_error: 0.3284, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8556, predictive_accuracy: 0.8557, prior_entropy: 0.9913, recall: 0.8557, relative_absolute_error: 0.6648, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.364, root_relative_squared_error: 0.7325, scimark_benchmark: 851.2074, usercpu_time_millis: 43370, usercpu_time_millis_testing: 16370, usercpu_time_millis_training: 27000,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9217, f_measure: 0.8495, kappa: 0.6947, kb_relative_information_score: 3834.3704, mean_absolute_error: 0.3289, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8496, predictive_accuracy: 0.8498, prior_entropy: 0.9913, recall: 0.8498, relative_absolute_error: 0.6658, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3661, root_relative_squared_error: 0.7367, scimark_benchmark: 859.5223, usercpu_time_millis: 15910, usercpu_time_millis_testing: 5350, usercpu_time_millis_training: 10560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9127, f_measure: 0.8378, kappa: 0.6711, kb_relative_information_score: 3773.0969, mean_absolute_error: 0.3308, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8379, predictive_accuracy: 0.8381, prior_entropy: 0.9913, recall: 0.8381, relative_absolute_error: 0.6698, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3703, root_relative_squared_error: 0.7451, scimark_benchmark: 862.7006, usercpu_time_millis: 7780, usercpu_time_millis_testing: 2670, usercpu_time_millis_training: 5110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8968, f_measure: 0.8215, kappa: 0.6383, kb_relative_information_score: 3699.1007, mean_absolute_error: 0.3326, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8215, predictive_accuracy: 0.8218, prior_entropy: 0.9913, recall: 0.8218, relative_absolute_error: 0.6733, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3774, root_relative_squared_error: 0.7594, scimark_benchmark: 891.6381, usercpu_time_millis: 3220, usercpu_time_millis_testing: 630, usercpu_time_millis_training: 2590,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8819, f_measure: 0.8055, kappa: 0.6055, kb_relative_information_score: 3742.0935, mean_absolute_error: 0.3278, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8056, predictive_accuracy: 0.806, prior_entropy: 0.9913, recall: 0.806, relative_absolute_error: 0.6636, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3821, root_relative_squared_error: 0.7689, scimark_benchmark: 899.0468, usercpu_time_millis: 1590, usercpu_time_millis_testing: 280, usercpu_time_millis_training: 1310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, f_measure: 0.8728, kappa: 0.7421, kb_relative_information_score: 6583.741, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8731, predictive_accuracy: 0.8731, prior_entropy: 0.9913, recall: 0.8731, relative_absolute_error: 0.3602, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3061, root_relative_squared_error: 0.616, scimark_benchmark: 936.1714, usercpu_time_millis: 410, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 400,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.941, f_measure: 0.8728, kappa: 0.7421, kb_relative_information_score: 6582.1735, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8731, predictive_accuracy: 0.8731, prior_entropy: 0.9913, recall: 0.8731, relative_absolute_error: 0.3603, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3063, root_relative_squared_error: 0.6163, scimark_benchmark: 938.3115, usercpu_time_millis: 410, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 400,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.8726, kappa: 0.7416, kb_relative_information_score: 6561.2, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8729, predictive_accuracy: 0.8729, prior_entropy: 0.9913, recall: 0.8729, relative_absolute_error: 0.3629, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3061, root_relative_squared_error: 0.6159, scimark_benchmark: 894.7131, usercpu_time_millis: 410, usercpu_time_millis_training: 410,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9414, f_measure: 0.87, kappa: 0.7365, kb_relative_information_score: 6409.8436, mean_absolute_error: 0.1878, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8702, predictive_accuracy: 0.8703, prior_entropy: 0.9913, recall: 0.8703, relative_absolute_error: 0.3801, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3075, root_relative_squared_error: 0.6188, scimark_benchmark: 936.1714, usercpu_time_millis: 390, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.922, f_measure: 0.8428, kappa: 0.681, kb_relative_information_score: 5645.055, mean_absolute_error: 0.2285, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8433, predictive_accuracy: 0.8433, prior_entropy: 0.9913, recall: 0.8433, relative_absolute_error: 0.4626, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3317, root_relative_squared_error: 0.6675, scimark_benchmark: 929.0296, usercpu_time_millis: 190, usercpu_time_millis_training: 190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4949, f_measure: 0.3962, kb_relative_information_score: -0.4, mean_absolute_error: 0.494, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.308, predictive_accuracy: 0.555, prior_entropy: 0.9913, recall: 0.555, relative_absolute_error: 1, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.497, root_relative_squared_error: 1, scimark_benchmark: 941.9549,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.8558, kappa: 0.7076, kb_relative_information_score: 5979.9156, mean_absolute_error: 0.2108, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8561, predictive_accuracy: 0.8562, prior_entropy: 0.9913, recall: 0.8562, relative_absolute_error: 0.4268, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.6565, scimark_benchmark: 938.9926, usercpu_time_millis: 640, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 630,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 1362.9924, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9161, f_measure: 0.8341, kappa: 0.6642, kb_relative_information_score: 5920.3654, mean_absolute_error: 0.2095, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8341, predictive_accuracy: 0.8341, prior_entropy: 0.9913, recall: 0.8341, relative_absolute_error: 0.4241, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.6863, scimark_benchmark: 1346.2927, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 1362.9924, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 1286.2211, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9161, f_measure: 0.8341, kappa: 0.6642, kb_relative_information_score: 5920.3654, mean_absolute_error: 0.2095, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8341, predictive_accuracy: 0.8341, prior_entropy: 0.9913, recall: 0.8341, relative_absolute_error: 0.4241, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.6863, scimark_benchmark: 1375.1578, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 1317.5857, usercpu_time_millis: 40, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 1340.9749, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 1338.5214, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, f_measure: 0.6741, kappa: 0.3382, kb_relative_information_score: 3431.988, mean_absolute_error: 0.3227, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.6755, predictive_accuracy: 0.6773, prior_entropy: 0.9913, recall: 0.6773, relative_absolute_error: 0.6533, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.5681, root_relative_squared_error: 1.1431, scimark_benchmark: 1310.3168, usercpu_time_millis: 930, usercpu_time_millis_testing: 420, usercpu_time_millis_training: 510,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9161, f_measure: 0.8341, kappa: 0.6642, kb_relative_information_score: 5920.3654, mean_absolute_error: 0.2095, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8341, predictive_accuracy: 0.8341, prior_entropy: 0.9913, recall: 0.8341, relative_absolute_error: 0.4241, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.6863, scimark_benchmark: 1338.5214, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 1309.0674, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 1374.9737, usercpu_time_millis: 50, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 1306.9281, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.8471, kappa: 0.6901, kb_relative_information_score: 6336.7729, mean_absolute_error: 0.1879, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8472, predictive_accuracy: 0.8474, prior_entropy: 0.9913, recall: 0.8474, relative_absolute_error: 0.3805, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3531, root_relative_squared_error: 0.7105, scimark_benchmark: 1317.2327, usercpu_time_millis: 1370, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 1340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, f_measure: 0.6741, kappa: 0.3382, kb_relative_information_score: 3431.988, mean_absolute_error: 0.3227, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.6755, predictive_accuracy: 0.6773, prior_entropy: 0.9913, recall: 0.6773, relative_absolute_error: 0.6533, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.5681, root_relative_squared_error: 1.1431, scimark_benchmark: 1351.1238, usercpu_time_millis: 790, usercpu_time_millis_testing: 370, usercpu_time_millis_training: 420,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 1342.8584, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 1319.4538, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 1347.1763, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7137, f_measure: 0.6632, kappa: 0.3167, kb_relative_information_score: 2365.6772, mean_absolute_error: 0.3837, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.6629, predictive_accuracy: 0.6644, prior_entropy: 0.9913, recall: 0.6644, relative_absolute_error: 0.7767, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4779, root_relative_squared_error: 0.9616, scimark_benchmark: 1309.2287, usercpu_time_millis: 7490, usercpu_time_millis_testing: 330, usercpu_time_millis_training: 7160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 1393.8432, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 1332.7986, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.8841, kappa: 0.7649, kb_relative_information_score: 6282.4846, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8848, predictive_accuracy: 0.8845, prior_entropy: 0.9913, recall: 0.8845, relative_absolute_error: 0.4027, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.2959, root_relative_squared_error: 0.5954, scimark_benchmark: 1321.8321, usercpu_time_millis: 200, usercpu_time_millis_training: 200,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8336, kappa: 0.6628, kb_relative_information_score: 5987.0211, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8336, predictive_accuracy: 0.8339, prior_entropy: 0.9913, recall: 0.8339, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6749, scimark_benchmark: 1332.7986, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.8471, kappa: 0.6901, kb_relative_information_score: 6336.7729, mean_absolute_error: 0.1879, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8472, predictive_accuracy: 0.8474, prior_entropy: 0.9913, recall: 0.8474, relative_absolute_error: 0.3805, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3531, root_relative_squared_error: 0.7105, scimark_benchmark: 1320.8283, usercpu_time_millis: 1320, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 1290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, f_measure: 0.8647, kappa: 0.7256, kb_relative_information_score: 4192.521, mean_absolute_error: 0.3127, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8654, predictive_accuracy: 0.8652, prior_entropy: 0.9913, recall: 0.8652, relative_absolute_error: 0.633, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3499, root_relative_squared_error: 0.7041, scimark_benchmark: 1354.5533, usercpu_time_millis: 590, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.8536, kappa: 0.7029, kb_relative_information_score: 4942.5815, mean_absolute_error: 0.2699, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.854, predictive_accuracy: 0.854, prior_entropy: 0.9913, recall: 0.854, relative_absolute_error: 0.5465, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3362, root_relative_squared_error: 0.6766, scimark_benchmark: 1350.1007, usercpu_time_millis: 340, usercpu_time_millis_training: 340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8424, f_measure: 0.8558, kappa: 0.7078, kb_relative_information_score: 6957.1699, mean_absolute_error: 0.1514, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8558, predictive_accuracy: 0.856, prior_entropy: 0.9913, recall: 0.856, relative_absolute_error: 0.3066, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7531, scimark_benchmark: 1321.4771, usercpu_time_millis: 70, usercpu_time_millis_training: 70,

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