OpenML
Supervised Classification on ada_agnostic

Supervised Classification on ada_agnostic

Task 3896 Supervised Classification ada_agnostic 102456 runs submitted
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  • OpenML100 study_1 study_123 study_14 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8065, kappa: 0.5233, kb_relative_information_score: 1565.4401, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8355, predictive_accuracy: 0.7961, prior_entropy: 0.8085, recall: 0.7961, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.8772, scimark_benchmark: 908.2231, usercpu_time_millis: 250, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8065, kappa: 0.5233, kb_relative_information_score: 1565.4401, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8355, predictive_accuracy: 0.7961, prior_entropy: 0.8085, recall: 0.7961, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.8772, scimark_benchmark: 1338.5214, usercpu_time_millis: 170, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8065, kappa: 0.5233, kb_relative_information_score: 1565.4401, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8355, predictive_accuracy: 0.7961, prior_entropy: 0.8085, recall: 0.7961, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.8772, scimark_benchmark: 1303.5632, usercpu_time_millis: 160, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.8401, kappa: 0.5587, kb_relative_information_score: 1820.9817, mean_absolute_error: 0.2153, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8393, predictive_accuracy: 0.8459, prior_entropy: 0.8085, recall: 0.8459, relative_absolute_error: 0.5769, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3308, root_relative_squared_error: 0.7658, scimark_benchmark: 1340.9446, usercpu_time_millis: 3890, usercpu_time_millis_testing: 930, usercpu_time_millis_training: 2960,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8792, f_measure: 0.7817, kappa: 0.4752, kb_relative_information_score: 1382.1318, mean_absolute_error: 0.2293, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8227, predictive_accuracy: 0.7683, prior_entropy: 0.8085, recall: 0.7683, relative_absolute_error: 0.6144, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4189, root_relative_squared_error: 0.9699, scimark_benchmark: 1303.5632, usercpu_time_millis: 100, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8065, kappa: 0.5233, kb_relative_information_score: 1565.4401, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8355, predictive_accuracy: 0.7961, prior_entropy: 0.8085, recall: 0.7961, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.8772, scimark_benchmark: 1313.8988, usercpu_time_millis: 170, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8065, kappa: 0.5233, kb_relative_information_score: 1565.4401, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8355, predictive_accuracy: 0.7961, prior_entropy: 0.8085, recall: 0.7961, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.8772, scimark_benchmark: 1362.9924, usercpu_time_millis: 150, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8065, kappa: 0.5233, kb_relative_information_score: 1565.4401, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8355, predictive_accuracy: 0.7961, prior_entropy: 0.8085, recall: 0.7961, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.8772, scimark_benchmark: 1339.2472, usercpu_time_millis: 150, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8792, f_measure: 0.7817, kappa: 0.4752, kb_relative_information_score: 1382.1318, mean_absolute_error: 0.2293, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8227, predictive_accuracy: 0.7683, prior_entropy: 0.8085, recall: 0.7683, relative_absolute_error: 0.6144, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4189, root_relative_squared_error: 0.9699, scimark_benchmark: 1339.2472, usercpu_time_millis: 80, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8065, kappa: 0.5233, kb_relative_information_score: 1565.4401, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8355, predictive_accuracy: 0.7961, prior_entropy: 0.8085, recall: 0.7961, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.8772, scimark_benchmark: 1346.2927, usercpu_time_millis: 170, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8792, f_measure: 0.7817, kappa: 0.4752, kb_relative_information_score: 1382.1318, mean_absolute_error: 0.2293, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8227, predictive_accuracy: 0.7683, prior_entropy: 0.8085, recall: 0.7683, relative_absolute_error: 0.6144, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4189, root_relative_squared_error: 0.9699, scimark_benchmark: 1342.8632, usercpu_time_millis: 90, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.8398, kappa: 0.558, kb_relative_information_score: 1003.47, mean_absolute_error: 0.2825, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8388, predictive_accuracy: 0.8455, prior_entropy: 0.8085, recall: 0.8455, relative_absolute_error: 0.7571, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3453, root_relative_squared_error: 0.7994, scimark_benchmark: 1346.2927, usercpu_time_millis: 1250, usercpu_time_millis_training: 1250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.848, kappa: 0.5823, kb_relative_information_score: 2097.0687, mean_absolute_error: 0.1916, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8469, predictive_accuracy: 0.8525, prior_entropy: 0.8085, recall: 0.8525, relative_absolute_error: 0.5134, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.7647, scimark_benchmark: 1278.9821, usercpu_time_millis: 11740, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 11630,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8065, kappa: 0.5233, kb_relative_information_score: 1565.4401, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8355, predictive_accuracy: 0.7961, prior_entropy: 0.8085, recall: 0.7961, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.8772, scimark_benchmark: 1342.8632, usercpu_time_millis: 150, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8065, kappa: 0.5233, kb_relative_information_score: 1565.4401, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8355, predictive_accuracy: 0.7961, prior_entropy: 0.8085, recall: 0.7961, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.8772, scimark_benchmark: 926.6704, usercpu_time_millis: 290, usercpu_time_millis_testing: 170, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8065, kappa: 0.5233, kb_relative_information_score: 1565.4401, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8355, predictive_accuracy: 0.7961, prior_entropy: 0.8085, recall: 0.7961, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.8772, scimark_benchmark: 1335.974, usercpu_time_millis: 150, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8065, kappa: 0.5233, kb_relative_information_score: 1565.4401, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8355, predictive_accuracy: 0.7961, prior_entropy: 0.8085, recall: 0.7961, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.8772, scimark_benchmark: 1327.5842, usercpu_time_millis: 150, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8065, kappa: 0.5233, kb_relative_information_score: 1565.4401, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8355, predictive_accuracy: 0.7961, prior_entropy: 0.8085, recall: 0.7961, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.8772, scimark_benchmark: 1327.5842, usercpu_time_millis: 160, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.6478, kappa: 0.0002, kb_relative_information_score: 1086.2324, mean_absolute_error: 0.2543, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.6274, predictive_accuracy: 0.7457, prior_entropy: 0.8085, recall: 0.7457, relative_absolute_error: 0.6814, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.5043, root_relative_squared_error: 1.1674, scimark_benchmark: 1327.5842, usercpu_time_millis: 25330, usercpu_time_millis_testing: 7710, usercpu_time_millis_training: 17620,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8413, f_measure: 0.8324, kappa: 0.5311, kb_relative_information_score: 1737.3119, mean_absolute_error: 0.2235, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.835, predictive_accuracy: 0.8424, prior_entropy: 0.8085, recall: 0.8424, relative_absolute_error: 0.5989, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.343, root_relative_squared_error: 0.7942, scimark_benchmark: 946.9304, usercpu_time_millis: 180, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.8401, kappa: 0.5587, kb_relative_information_score: 1820.9817, mean_absolute_error: 0.2153, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8393, predictive_accuracy: 0.8459, prior_entropy: 0.8085, recall: 0.8459, relative_absolute_error: 0.5769, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3308, root_relative_squared_error: 0.7658, scimark_benchmark: 942.3809, usercpu_time_millis: 3700, usercpu_time_millis_testing: 350, usercpu_time_millis_training: 3350,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.848, kappa: 0.5823, kb_relative_information_score: 2097.0687, mean_absolute_error: 0.1916, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8469, predictive_accuracy: 0.8525, prior_entropy: 0.8085, recall: 0.8525, relative_absolute_error: 0.5134, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.7647, scimark_benchmark: 879.4299, usercpu_time_millis: 9100, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 9050,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8065, kappa: 0.5233, kb_relative_information_score: 1565.4401, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8355, predictive_accuracy: 0.7961, prior_entropy: 0.8085, recall: 0.7961, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.8772, scimark_benchmark: 879.4299, usercpu_time_millis: 260, usercpu_time_millis_testing: 160, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8869, f_measure: 0.8373, kappa: 0.5522, kb_relative_information_score: 1892.3231, mean_absolute_error: 0.2073, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.836, predictive_accuracy: 0.8426, prior_entropy: 0.8085, recall: 0.8426, relative_absolute_error: 0.5554, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3364, root_relative_squared_error: 0.7787, scimark_benchmark: 890.5596, usercpu_time_millis: 2685790, usercpu_time_millis_testing: 8880, usercpu_time_millis_training: 2676910,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8905, f_measure: 0.844, kappa: 0.5669, kb_relative_information_score: 1941.9855, mean_absolute_error: 0.2063, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8447, predictive_accuracy: 0.8512, prior_entropy: 0.8085, recall: 0.8512, relative_absolute_error: 0.5529, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.7586, scimark_benchmark: 946.9304, usercpu_time_millis: 1730, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8065, kappa: 0.5233, kb_relative_information_score: 1565.4401, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8355, predictive_accuracy: 0.7961, prior_entropy: 0.8085, recall: 0.7961, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.8772, scimark_benchmark: 938.838, usercpu_time_millis: 280, usercpu_time_millis_testing: 170, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8065, kappa: 0.5233, kb_relative_information_score: 1565.4401, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8355, predictive_accuracy: 0.7961, prior_entropy: 0.8085, recall: 0.7961, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.8772, scimark_benchmark: 922.5036, usercpu_time_millis: 240, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8065, kappa: 0.5233, kb_relative_information_score: 1565.4401, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8355, predictive_accuracy: 0.7961, prior_entropy: 0.8085, recall: 0.7961, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.8772, scimark_benchmark: 938.838, usercpu_time_millis: 270, usercpu_time_millis_testing: 170, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.6478, kappa: 0.0002, kb_relative_information_score: 1086.2324, mean_absolute_error: 0.2543, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.6274, predictive_accuracy: 0.7457, prior_entropy: 0.8085, recall: 0.7457, relative_absolute_error: 0.6814, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.5043, root_relative_squared_error: 1.1674, scimark_benchmark: 952.4682, usercpu_time_millis: 24270, usercpu_time_millis_testing: 6560, usercpu_time_millis_training: 17710,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.6478, kappa: 0.0002, kb_relative_information_score: 1086.2324, mean_absolute_error: 0.2543, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.6274, predictive_accuracy: 0.7457, prior_entropy: 0.8085, recall: 0.7457, relative_absolute_error: 0.6814, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.5043, root_relative_squared_error: 1.1674, scimark_benchmark: 939.3886, usercpu_time_millis: 22390, usercpu_time_millis_testing: 7460, usercpu_time_millis_training: 14930,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8849, f_measure: 0.8335, kappa: 0.5407, kb_relative_information_score: 1706.3778, mean_absolute_error: 0.2258, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8322, predictive_accuracy: 0.8393, prior_entropy: 0.8085, recall: 0.8393, relative_absolute_error: 0.6051, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3344, root_relative_squared_error: 0.7743, scimark_benchmark: 903.4813, usercpu_time_millis: 3790, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 3770,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.8398, kappa: 0.558, kb_relative_information_score: 1003.47, mean_absolute_error: 0.2825, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8388, predictive_accuracy: 0.8455, prior_entropy: 0.8085, recall: 0.8455, relative_absolute_error: 0.7571, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3453, root_relative_squared_error: 0.7994, scimark_benchmark: 926.4745, usercpu_time_millis: 1520, usercpu_time_millis_training: 1520,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8413, f_measure: 0.8324, kappa: 0.5311, kb_relative_information_score: 1737.3119, mean_absolute_error: 0.2235, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.835, predictive_accuracy: 0.8424, prior_entropy: 0.8085, recall: 0.8424, relative_absolute_error: 0.5989, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.343, root_relative_squared_error: 0.7942, scimark_benchmark: 923.509, usercpu_time_millis: 200, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7777, f_measure: 0.648, kappa: 0.0066, kb_relative_information_score: 515.1319, mean_absolute_error: 0.3056, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8141, predictive_accuracy: 0.753, prior_entropy: 0.8085, recall: 0.753, relative_absolute_error: 0.8188, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3879, root_relative_squared_error: 0.898, scimark_benchmark: 933.0918, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.8323, kappa: 0.5366, kb_relative_information_score: 1738.5841, mean_absolute_error: 0.222, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8312, predictive_accuracy: 0.8387, prior_entropy: 0.8085, recall: 0.8387, relative_absolute_error: 0.5949, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3406, root_relative_squared_error: 0.7884, scimark_benchmark: 899.1108, usercpu_time_millis: 99920, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 99890,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8065, kappa: 0.5233, kb_relative_information_score: 1565.4401, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8355, predictive_accuracy: 0.7961, prior_entropy: 0.8085, recall: 0.7961, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.8772, scimark_benchmark: 905.2959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8869, f_measure: 0.8373, kappa: 0.5522, kb_relative_information_score: 1892.3231, mean_absolute_error: 0.2073, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.836, predictive_accuracy: 0.8426, prior_entropy: 0.8085, recall: 0.8426, relative_absolute_error: 0.5554, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3364, root_relative_squared_error: 0.7787, scimark_benchmark: 942.2392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8905, f_measure: 0.844, kappa: 0.5669, kb_relative_information_score: 1941.9855, mean_absolute_error: 0.2063, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8447, predictive_accuracy: 0.8512, prior_entropy: 0.8085, recall: 0.8512, relative_absolute_error: 0.5529, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.7586, scimark_benchmark: 934.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8065, kappa: 0.5233, kb_relative_information_score: 1565.4401, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8355, predictive_accuracy: 0.7961, prior_entropy: 0.8085, recall: 0.7961, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.8772, scimark_benchmark: 938.191, usercpu_time_millis: 240, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.6478, kappa: 0.0002, kb_relative_information_score: 1086.2324, mean_absolute_error: 0.2543, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.6274, predictive_accuracy: 0.7457, prior_entropy: 0.8085, recall: 0.7457, relative_absolute_error: 0.6814, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.5043, root_relative_squared_error: 1.1674, scimark_benchmark: 942.2392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8849, f_measure: 0.8335, kappa: 0.5407, kb_relative_information_score: 1706.3778, mean_absolute_error: 0.2258, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8322, predictive_accuracy: 0.8393, prior_entropy: 0.8085, recall: 0.8393, relative_absolute_error: 0.6051, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3344, root_relative_squared_error: 0.7743, scimark_benchmark: 851.2074, usercpu_time_millis: 2830, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 2820,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.8398, kappa: 0.558, kb_relative_information_score: 1003.47, mean_absolute_error: 0.2825, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8388, predictive_accuracy: 0.8455, prior_entropy: 0.8085, recall: 0.8455, relative_absolute_error: 0.7571, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3453, root_relative_squared_error: 0.7994, scimark_benchmark: 972.587, usercpu_time_millis: 1850, usercpu_time_millis_training: 1850,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8413, f_measure: 0.8324, kappa: 0.5311, kb_relative_information_score: 1737.3119, mean_absolute_error: 0.2235, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.835, predictive_accuracy: 0.8424, prior_entropy: 0.8085, recall: 0.8424, relative_absolute_error: 0.5989, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.343, root_relative_squared_error: 0.7942, scimark_benchmark: 906.0979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7718, f_measure: 0.8498, kappa: 0.5844, kb_relative_information_score: 2589.97, mean_absolute_error: 0.1442, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8499, predictive_accuracy: 0.8558, prior_entropy: 0.8085, recall: 0.8558, relative_absolute_error: 0.3865, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3798, root_relative_squared_error: 0.8793, usercpu_time_millis: 181.348, usercpu_time_millis_testing: 4.035, usercpu_time_millis_training: 177.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5297, f_measure: 0.6788, kappa: 0.0866, kb_relative_information_score: 1361.8177, mean_absolute_error: 0.2341, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8052, predictive_accuracy: 0.7659, prior_entropy: 0.8085, recall: 0.7659, relative_absolute_error: 0.6273, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4838, root_relative_squared_error: 1.1202, usercpu_time_millis: 34.233, usercpu_time_millis_testing: 0.565, usercpu_time_millis_training: 33.668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7597, f_measure: 0.8374, kappa: 0.5521, kb_relative_information_score: 2413.2359, mean_absolute_error: 0.1572, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8362, predictive_accuracy: 0.8428, prior_entropy: 0.8085, recall: 0.8428, relative_absolute_error: 0.4212, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.9178, usercpu_time_millis: 5.936, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 5.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.646, f_measure: 0.7554, kappa: 0.3193, kb_relative_information_score: 1385.7817, mean_absolute_error: 0.2324, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.7502, predictive_accuracy: 0.7676, prior_entropy: 0.8085, recall: 0.7676, relative_absolute_error: 0.6226, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.482, root_relative_squared_error: 1.116, usercpu_time_millis: 41.964, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 41.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7646, f_measure: 0.8474, kappa: 0.576, kb_relative_information_score: 2574.9925, mean_absolute_error: 0.1453, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8487, predictive_accuracy: 0.8547, prior_entropy: 0.8085, recall: 0.8547, relative_absolute_error: 0.3894, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.8826, usercpu_time_millis: 28.663, usercpu_time_millis_testing: 0.348, usercpu_time_millis_training: 28.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7037, f_measure: 0.8149, kappa: 0.4751, kb_relative_information_score: 2266.4567, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8259, predictive_accuracy: 0.8321, prior_entropy: 0.8085, recall: 0.8321, relative_absolute_error: 0.4499, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4098, root_relative_squared_error: 0.9487, usercpu_time_millis: 323.851, usercpu_time_millis_testing: 77.132, usercpu_time_millis_training: 246.719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7753, f_measure: 0.8466, kappa: 0.5791, kb_relative_information_score: 2521.0736, mean_absolute_error: 0.1493, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8453, predictive_accuracy: 0.8507, prior_entropy: 0.8085, recall: 0.8507, relative_absolute_error: 0.4, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3864, root_relative_squared_error: 0.8945, usercpu_time_millis: 397.498, usercpu_time_millis_testing: 7.239, usercpu_time_millis_training: 390.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7446, f_measure: 0.8289, kappa: 0.5265, kb_relative_information_score: 2317.3801, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8279, predictive_accuracy: 0.8358, prior_entropy: 0.8085, recall: 0.8358, relative_absolute_error: 0.4399, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4052, root_relative_squared_error: 0.9381, usercpu_time_millis: 4.864, usercpu_time_millis_testing: 0.388, usercpu_time_millis_training: 4.476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6454, kb_relative_information_score: 1170.1062, mean_absolute_error: 0.2481, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.6649, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4981, root_relative_squared_error: 1.1533, usercpu_time_millis: 2.531, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 2.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6454, kb_relative_information_score: 1170.1062, mean_absolute_error: 0.2481, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.6649, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4981, root_relative_squared_error: 1.1533, usercpu_time_millis: 5.625, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 5.565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7237, f_measure: 0.8211, kappa: 0.4988, kb_relative_information_score: 2269.4522, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8233, predictive_accuracy: 0.8323, prior_entropy: 0.8085, recall: 0.8323, relative_absolute_error: 0.4493, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4095, root_relative_squared_error: 0.9481, usercpu_time_millis: 7.359, usercpu_time_millis_testing: 0.109, usercpu_time_millis_training: 7.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7423, f_measure: 0.8336, kappa: 0.5354, kb_relative_information_score: 2416.2313, mean_absolute_error: 0.1569, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8356, predictive_accuracy: 0.8431, prior_entropy: 0.8085, recall: 0.8431, relative_absolute_error: 0.4206, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3962, root_relative_squared_error: 0.9172, usercpu_time_millis: 3.73, usercpu_time_millis_testing: 0.13, usercpu_time_millis_training: 3.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7449, f_measure: 0.8286, kappa: 0.5261, kb_relative_information_score: 2311.3891, mean_absolute_error: 0.1646, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8275, predictive_accuracy: 0.8354, prior_entropy: 0.8085, recall: 0.8354, relative_absolute_error: 0.4411, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4057, root_relative_squared_error: 0.9394, usercpu_time_millis: 30.019, usercpu_time_millis_testing: 2.035, usercpu_time_millis_training: 27.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6842, f_measure: 0.7678, kappa: 0.3735, kb_relative_information_score: 1409.7456, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.7663, predictive_accuracy: 0.7694, prior_entropy: 0.8085, recall: 0.7694, relative_absolute_error: 0.6179, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4802, root_relative_squared_error: 1.1118, usercpu_time_millis: 28.173, usercpu_time_millis_testing: 3.83, usercpu_time_millis_training: 24.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7417, f_measure: 0.8263, kappa: 0.5195, kb_relative_information_score: 2281.4342, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8251, predictive_accuracy: 0.8332, prior_entropy: 0.8085, recall: 0.8332, relative_absolute_error: 0.447, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4084, root_relative_squared_error: 0.9456, usercpu_time_millis: 7.668, usercpu_time_millis_testing: 0.858, usercpu_time_millis_training: 6.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7417, f_measure: 0.8276, kappa: 0.5221, kb_relative_information_score: 2305.3981, mean_absolute_error: 0.1651, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8268, predictive_accuracy: 0.8349, prior_entropy: 0.8085, recall: 0.8349, relative_absolute_error: 0.4423, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4063, root_relative_squared_error: 0.9406, usercpu_time_millis: 13.192, usercpu_time_millis_testing: 0.594, usercpu_time_millis_training: 12.598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7117, f_measure: 0.7959, kappa: 0.442, kb_relative_information_score: 1835.1057, mean_absolute_error: 0.1995, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.793, predictive_accuracy: 0.8005, prior_entropy: 0.8085, recall: 0.8005, relative_absolute_error: 0.5345, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4466, root_relative_squared_error: 1.034, usercpu_time_millis: 2.871, usercpu_time_millis_testing: 2.836, usercpu_time_millis_training: 0.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7253, f_measure: 0.8211, kappa: 0.4997, kb_relative_information_score: 2260.4657, mean_absolute_error: 0.1683, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8225, predictive_accuracy: 0.8317, prior_entropy: 0.8085, recall: 0.8317, relative_absolute_error: 0.4511, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4103, root_relative_squared_error: 0.9499, usercpu_time_millis: 16.873, usercpu_time_millis_testing: 1.582, usercpu_time_millis_training: 15.291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7593, f_measure: 0.838, kappa: 0.5532, kb_relative_information_score: 2425.2178, mean_absolute_error: 0.1563, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.837, predictive_accuracy: 0.8437, prior_entropy: 0.8085, recall: 0.8437, relative_absolute_error: 0.4188, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3953, root_relative_squared_error: 0.9153, usercpu_time_millis: 1.252, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 1.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6203, f_measure: 0.7576, kappa: 0.3039, kb_relative_information_score: 1751.2319, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.7829, predictive_accuracy: 0.7944, prior_entropy: 0.8085, recall: 0.7944, relative_absolute_error: 0.551, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4534, root_relative_squared_error: 1.0498, usercpu_time_millis: 0.551, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 0.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7597, f_measure: 0.8374, kappa: 0.5521, kb_relative_information_score: 2413.2359, mean_absolute_error: 0.1572, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8362, predictive_accuracy: 0.8428, prior_entropy: 0.8085, recall: 0.8428, relative_absolute_error: 0.4212, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.9178, usercpu_time_millis: 6.241, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 6.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.835, kappa: 0.5454, kb_relative_information_score: 2380.2854, mean_absolute_error: 0.1596, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8336, predictive_accuracy: 0.8404, prior_entropy: 0.8085, recall: 0.8404, relative_absolute_error: 0.4276, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3995, root_relative_squared_error: 0.9249, usercpu_time_millis: 4.284, usercpu_time_millis_testing: 0.201, usercpu_time_millis_training: 4.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7539, f_measure: 0.7002, kappa: 0.3711, kb_relative_information_score: 172.6069, mean_absolute_error: 0.3211, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8207, predictive_accuracy: 0.6789, prior_entropy: 0.8085, recall: 0.6789, relative_absolute_error: 0.8605, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.5667, root_relative_squared_error: 1.312, usercpu_time_millis: 7.827, usercpu_time_millis_testing: 6.574, usercpu_time_millis_training: 1.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.6453, kappa: -0.0004, kb_relative_information_score: 1167.1107, mean_absolute_error: 0.2484, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7516, prior_entropy: 0.8085, recall: 0.7516, relative_absolute_error: 0.6655, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4984, root_relative_squared_error: 1.1538, usercpu_time_millis: 177.688, usercpu_time_millis_testing: 13.532, usercpu_time_millis_training: 164.156,

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

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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

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