OpenML
Supervised Classification on irish

Supervised Classification on irish

Task 4248 Supervised Classification irish 197 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4909.3463, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, relative_absolute_error: 0.0216, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0493, root_relative_squared_error: 0.0992, scimark_benchmark: 906.0979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9976, kappa: 0.9951, kb_relative_information_score: 4885.168, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9976, predictive_accuracy: 0.9976, prior_entropy: 0.991, recall: 0.9976, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0468, root_relative_squared_error: 0.0943, scimark_benchmark: 972.587, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4896.8217, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, relative_absolute_error: 0.0234, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0563, root_relative_squared_error: 0.1132, scimark_benchmark: 934.3687, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.99, kappa: 0.9798, kb_relative_information_score: 4885.7647, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9902, predictive_accuracy: 0.99, prior_entropy: 0.991, recall: 0.99, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.1719, scimark_benchmark: 941.6675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.99, kappa: 0.9798, kb_relative_information_score: 4885.7647, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9902, predictive_accuracy: 0.99, prior_entropy: 0.991, recall: 0.99, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.1719, scimark_benchmark: 941.6675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4907.6208, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0488, root_relative_squared_error: 0.0981, scimark_benchmark: 938.191, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.988, kappa: 0.9758, kb_relative_information_score: 4730.8533, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9883, predictive_accuracy: 0.988, prior_entropy: 0.991, recall: 0.988, relative_absolute_error: 0.0638, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.2221, scimark_benchmark: 934.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9928, kappa: 0.9854, kb_relative_information_score: 4924.1243, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9929, predictive_accuracy: 0.9928, prior_entropy: 0.991, recall: 0.9928, relative_absolute_error: 0.016, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.055, root_relative_squared_error: 0.1108, scimark_benchmark: 927.2917, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7365, f_measure: 0.7427, kappa: 0.4774, kb_relative_information_score: 2397.1376, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.7437, predictive_accuracy: 0.7444, prior_entropy: 0.991, recall: 0.7444, relative_absolute_error: 0.5177, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.5056, root_relative_squared_error: 1.0175, scimark_benchmark: 906.0979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9806, kappa: 0.9607, kb_relative_information_score: 4657.4926, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9807, predictive_accuracy: 0.9806, prior_entropy: 0.991, recall: 0.9806, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.136, root_relative_squared_error: 0.2738, scimark_benchmark: 932.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.99, kappa: 0.9798, kb_relative_information_score: 4885.7647, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9902, predictive_accuracy: 0.99, prior_entropy: 0.991, recall: 0.99, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.1719, scimark_benchmark: 932.438, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9848, kappa: 0.9692, kb_relative_information_score: 4692.3164, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9848, predictive_accuracy: 0.9848, prior_entropy: 0.991, recall: 0.9848, relative_absolute_error: 0.0701, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.103, root_relative_squared_error: 0.2072, scimark_benchmark: 937.5117, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4909.3463, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, relative_absolute_error: 0.0216, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0493, root_relative_squared_error: 0.0992, scimark_benchmark: 942.2392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9976, kappa: 0.9951, kb_relative_information_score: 4885.168, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9976, predictive_accuracy: 0.9976, prior_entropy: 0.991, recall: 0.9976, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0468, root_relative_squared_error: 0.0943, scimark_benchmark: 908.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4896.8217, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, relative_absolute_error: 0.0234, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0563, root_relative_squared_error: 0.1132, scimark_benchmark: 938.1282, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7365, f_measure: 0.7427, kappa: 0.4774, kb_relative_information_score: 2397.1376, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.7437, predictive_accuracy: 0.7444, prior_entropy: 0.991, recall: 0.7444, relative_absolute_error: 0.5177, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.5056, root_relative_squared_error: 1.0175, scimark_benchmark: 927.2882, usercpu_time_millis: 80, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7365, f_measure: 0.7427, kappa: 0.4774, kb_relative_information_score: 2397.1376, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.7437, predictive_accuracy: 0.7444, prior_entropy: 0.991, recall: 0.7444, relative_absolute_error: 0.5177, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.5056, root_relative_squared_error: 1.0175, scimark_benchmark: 906.0979, usercpu_time_millis: 80, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9806, kappa: 0.9607, kb_relative_information_score: 4657.4926, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9807, predictive_accuracy: 0.9806, prior_entropy: 0.991, recall: 0.9806, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.136, root_relative_squared_error: 0.2738, scimark_benchmark: 930.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.99, kappa: 0.9798, kb_relative_information_score: 4885.7647, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9902, predictive_accuracy: 0.99, prior_entropy: 0.991, recall: 0.99, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.1719, scimark_benchmark: 941.4991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4907.6208, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0488, root_relative_squared_error: 0.0981, scimark_benchmark: 903.2737, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.99, kappa: 0.9798, kb_relative_information_score: 4885.7647, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9902, predictive_accuracy: 0.99, prior_entropy: 0.991, recall: 0.99, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.1719, scimark_benchmark: 936.9595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9848, kappa: 0.9692, kb_relative_information_score: 4692.3164, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9848, predictive_accuracy: 0.9848, prior_entropy: 0.991, recall: 0.9848, relative_absolute_error: 0.0701, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.103, root_relative_squared_error: 0.2072, scimark_benchmark: 936.3213, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.988, kappa: 0.9758, kb_relative_information_score: 4837.9963, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9883, predictive_accuracy: 0.988, prior_entropy: 0.991, recall: 0.988, relative_absolute_error: 0.0376, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0687, root_relative_squared_error: 0.1383, scimark_benchmark: 870.2101, usercpu_time_millis: 2820, usercpu_time_millis_testing: 1370, usercpu_time_millis_training: 1450,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9888, kappa: 0.9774, kb_relative_information_score: 4841.6109, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9891, predictive_accuracy: 0.9888, prior_entropy: 0.991, recall: 0.9888, relative_absolute_error: 0.037, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0667, root_relative_squared_error: 0.1343, scimark_benchmark: 933.4823, usercpu_time_millis: 620, usercpu_time_millis_testing: 180, usercpu_time_millis_training: 440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9894, kappa: 0.9786, kb_relative_information_score: 4842.3724, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9896, predictive_accuracy: 0.9894, prior_entropy: 0.991, recall: 0.9894, relative_absolute_error: 0.0367, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.068, root_relative_squared_error: 0.1368, scimark_benchmark: 939.7241, usercpu_time_millis: 320, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9892, kappa: 0.9782, kb_relative_information_score: 4829.6868, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9895, predictive_accuracy: 0.9892, prior_entropy: 0.991, recall: 0.9892, relative_absolute_error: 0.0396, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0729, root_relative_squared_error: 0.1468, scimark_benchmark: 929.5531, usercpu_time_millis: 170, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9916, kappa: 0.983, kb_relative_information_score: 4833.2767, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.991, recall: 0.9916, relative_absolute_error: 0.039, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.072, root_relative_squared_error: 0.1449, scimark_benchmark: 935.6052, usercpu_time_millis: 100, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4999.6362, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, root_mean_prior_squared_error: 0.4969, scimark_benchmark: 936.1714, usercpu_time_millis: 70, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4999.6362, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, root_mean_prior_squared_error: 0.4969, scimark_benchmark: 894.7131, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4999.6362, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, root_mean_prior_squared_error: 0.4969, scimark_benchmark: 929.0296, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4999.6362, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, root_mean_prior_squared_error: 0.4969, scimark_benchmark: 936.1714, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4999.3409, mean_absolute_error: 0, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0003, root_relative_squared_error: 0.0006, scimark_benchmark: 929.0296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4935, f_measure: 0.3973, kb_relative_information_score: -0.3689, mean_absolute_error: 0.4938, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.3091, predictive_accuracy: 0.556, prior_entropy: 0.991, recall: 0.556, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 926.5859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4999.6361, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0, root_relative_squared_error: 0, scimark_benchmark: 938.3115, usercpu_time_millis: 90, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9992, kappa: 0.9984, kb_relative_information_score: 4985.4925, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9992, predictive_accuracy: 0.9992, prior_entropy: 0.991, recall: 0.9992, relative_absolute_error: 0.0031, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.028, root_relative_squared_error: 0.0563, scimark_benchmark: 941.9549, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9892, kappa: 0.9781, kb_relative_information_score: 4896.9112, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9894, predictive_accuracy: 0.9892, prior_entropy: 0.991, recall: 0.9892, relative_absolute_error: 0.0201, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.1778, scimark_benchmark: 938.3115, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9844, kappa: 0.9683, kb_relative_information_score: 4828.2323, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9847, predictive_accuracy: 0.9844, prior_entropy: 0.991, recall: 0.9844, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1223, root_relative_squared_error: 0.2461, scimark_benchmark: 940.0055, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9719, kappa: 0.9429, kb_relative_information_score: 4653.6864, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9733, predictive_accuracy: 0.972, prior_entropy: 0.991, recall: 0.972, relative_absolute_error: 0.0731, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1642, root_relative_squared_error: 0.3304, scimark_benchmark: 940.0055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3973, kb_relative_information_score: 478.864, mean_absolute_error: 0.444, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.3091, predictive_accuracy: 0.556, prior_entropy: 0.991, recall: 0.556, relative_absolute_error: 0.8992, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.6663, root_relative_squared_error: 1.3411, scimark_benchmark: 922.8232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4909.3463, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, relative_absolute_error: 0.0216, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0493, root_relative_squared_error: 0.0992, scimark_benchmark: 942.6192, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9976, kappa: 0.9951, kb_relative_information_score: 4885.168, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9976, predictive_accuracy: 0.9976, prior_entropy: 0.991, recall: 0.9976, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0468, root_relative_squared_error: 0.0943, scimark_benchmark: 1350.1007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.988, kappa: 0.9758, kb_relative_information_score: 4719.6659, mean_absolute_error: 0.0331, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9883, predictive_accuracy: 0.988, prior_entropy: 0.991, recall: 0.988, relative_absolute_error: 0.067, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1103, root_relative_squared_error: 0.2219, scimark_benchmark: 1256.2802, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4909.3463, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, relative_absolute_error: 0.0216, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0493, root_relative_squared_error: 0.0992, scimark_benchmark: 1318.6467, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4896.8217, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, relative_absolute_error: 0.0234, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0563, root_relative_squared_error: 0.1132, scimark_benchmark: 1324.6608, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.988, kappa: 0.9758, kb_relative_information_score: 4320.2213, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9883, predictive_accuracy: 0.988, prior_entropy: 0.991, recall: 0.988, relative_absolute_error: 0.1697, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1373, root_relative_squared_error: 0.2764, scimark_benchmark: 1310.3168, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9806, kappa: 0.9607, kb_relative_information_score: 4657.4926, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9807, predictive_accuracy: 0.9806, prior_entropy: 0.991, recall: 0.9806, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.136, root_relative_squared_error: 0.2738, scimark_benchmark: 1333.9912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.99, kappa: 0.9798, kb_relative_information_score: 4885.7647, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9902, predictive_accuracy: 0.99, prior_entropy: 0.991, recall: 0.99, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.1719, scimark_benchmark: 1320.1171, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.99, kappa: 0.9798, kb_relative_information_score: 4885.7647, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9902, predictive_accuracy: 0.99, prior_entropy: 0.991, recall: 0.99, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.1719, scimark_benchmark: 1336.4564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4907.6208, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0488, root_relative_squared_error: 0.0981, scimark_benchmark: 1336.4564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9848, kappa: 0.9692, kb_relative_information_score: 4692.3164, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9848, predictive_accuracy: 0.9848, prior_entropy: 0.991, recall: 0.9848, relative_absolute_error: 0.0701, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.103, root_relative_squared_error: 0.2072, scimark_benchmark: 1303.9481, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 4909.3463, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 1, predictive_accuracy: 1, prior_entropy: 0.991, recall: 1, relative_absolute_error: 0.0216, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0493, root_relative_squared_error: 0.0992, scimark_benchmark: 1344.7524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9874, kappa: 0.9745, kb_relative_information_score: 4296.6598, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9877, predictive_accuracy: 0.9874, prior_entropy: 0.991, recall: 0.9874, relative_absolute_error: 0.1765, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1373, root_relative_squared_error: 0.2763, scimark_benchmark: 1344.3409, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.99, kappa: 0.9798, kb_relative_information_score: 4885.7647, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9902, predictive_accuracy: 0.99, prior_entropy: 0.991, recall: 0.99, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.1719, scimark_benchmark: 1274.7011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9928, kappa: 0.9854, kb_relative_information_score: 4924.1243, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9929, predictive_accuracy: 0.9928, prior_entropy: 0.991, recall: 0.9928, relative_absolute_error: 0.016, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.055, root_relative_squared_error: 0.1108, scimark_benchmark: 1337.1928, usercpu_time_millis: 110, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9848, kappa: 0.9692, kb_relative_information_score: 4692.3164, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9848, predictive_accuracy: 0.9848, prior_entropy: 0.991, recall: 0.9848, relative_absolute_error: 0.0701, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.103, root_relative_squared_error: 0.2072, scimark_benchmark: 1370.3901, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7365, f_measure: 0.7427, kappa: 0.4774, kb_relative_information_score: 2397.1376, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.7437, predictive_accuracy: 0.7444, prior_entropy: 0.991, recall: 0.7444, relative_absolute_error: 0.5177, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.5056, root_relative_squared_error: 1.0175, scimark_benchmark: 1322.8636, usercpu_time_millis: 70, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.99, kappa: 0.9798, kb_relative_information_score: 4885.7647, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9902, predictive_accuracy: 0.99, prior_entropy: 0.991, recall: 0.99, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.1719, scimark_benchmark: 1260.1387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9928, kappa: 0.9854, kb_relative_information_score: 4924.1243, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.4938, number_of_instances: 5000, precision: 0.9929, predictive_accuracy: 0.9928, prior_entropy: 0.991, recall: 0.9928, relative_absolute_error: 0.016, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.055, root_relative_squared_error: 0.1108, scimark_benchmark: 1354.3488, usercpu_time_millis: 40, usercpu_time_millis_training: 40,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

OpenML bootcamp

From your own software

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

OpenML APIs