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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102456 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1280.371, usercpu_time_millis: 1.218, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 1.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1311.2066, usercpu_time_millis: 1.206, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 1.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1288.444, usercpu_time_millis: 0.888, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1315.3382, usercpu_time_millis: 1.2, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 1.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1286.0249, usercpu_time_millis: 1.005, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1310.8703, usercpu_time_millis: 0.967, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.792, f_measure: 0.8029, kappa: 0.4454, kb_relative_information_score: 1110.0198, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8053, predictive_accuracy: 0.8172, prior_entropy: 0.8085, recall: 0.8172, relative_absolute_error: 0.7268, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.8528, scimark_benchmark: 1310.8165, usercpu_time_millis: 1.08, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 1.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.792, f_measure: 0.8029, kappa: 0.4454, kb_relative_information_score: 1110.0198, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8053, predictive_accuracy: 0.8172, prior_entropy: 0.8085, recall: 0.8172, relative_absolute_error: 0.7268, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.8528, scimark_benchmark: 1310.8703, usercpu_time_millis: 1.108, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 1.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1244.0917, usercpu_time_millis: 1.257, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 1.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.792, f_measure: 0.8029, kappa: 0.4454, kb_relative_information_score: 1110.0198, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8053, predictive_accuracy: 0.8172, prior_entropy: 0.8085, recall: 0.8172, relative_absolute_error: 0.7268, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.8528, scimark_benchmark: 1236.8681, usercpu_time_millis: 1.512, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 1.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1246.7664, usercpu_time_millis: 1.243, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 1.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1279.8259, usercpu_time_millis: 1.568, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 1.474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.792, f_measure: 0.8029, kappa: 0.4454, kb_relative_information_score: 1110.0198, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8053, predictive_accuracy: 0.8172, prior_entropy: 0.8085, recall: 0.8172, relative_absolute_error: 0.7268, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.8528, scimark_benchmark: 1247.8331, usercpu_time_millis: 1.91, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 1.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1276.4257, usercpu_time_millis: 1.09, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 1.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1305.2979, usercpu_time_millis: 1.086, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 1.031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1311.2462, usercpu_time_millis: 0.981, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.792, f_measure: 0.8029, kappa: 0.4454, kb_relative_information_score: 1110.0198, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8053, predictive_accuracy: 0.8172, prior_entropy: 0.8085, recall: 0.8172, relative_absolute_error: 0.7268, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.8528, scimark_benchmark: 1243.1711, usercpu_time_millis: 1.094, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 1.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1308.0811, usercpu_time_millis: 0.746, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1274.5337, usercpu_time_millis: 1.386, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 1.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.792, f_measure: 0.8029, kappa: 0.4454, kb_relative_information_score: 1110.0198, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8053, predictive_accuracy: 0.8172, prior_entropy: 0.8085, recall: 0.8172, relative_absolute_error: 0.7268, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.8528, scimark_benchmark: 1282.9994, usercpu_time_millis: 1.205, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 1.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1271.7492, usercpu_time_millis: 1.073, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 1.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1278.6689, usercpu_time_millis: 0.855, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1263.0279, usercpu_time_millis: 2.474, usercpu_time_millis_testing: 0.137, usercpu_time_millis_training: 2.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1247.47, usercpu_time_millis: 2.633, usercpu_time_millis_testing: 0.225, usercpu_time_millis_training: 2.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1242.7136, usercpu_time_millis: 1.109, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 1.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8402, f_measure: 0.8365, kappa: 0.5418, kb_relative_information_score: 1710.1522, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8403, predictive_accuracy: 0.8468, prior_entropy: 0.8085, recall: 0.8468, relative_absolute_error: 0.6178, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.7869, scimark_benchmark: 1305.9225, usercpu_time_millis: 1.406, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 1.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1298.7087, usercpu_time_millis: 0.934, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1277.1276, usercpu_time_millis: 0.735, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1304.9557, usercpu_time_millis: 0.756, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.792, f_measure: 0.8029, kappa: 0.4454, kb_relative_information_score: 1110.0198, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8053, predictive_accuracy: 0.8172, prior_entropy: 0.8085, recall: 0.8172, relative_absolute_error: 0.7268, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.8528, scimark_benchmark: 1270.8624, usercpu_time_millis: 1.887, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 1.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1299.4814, usercpu_time_millis: 1.981, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 1.889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1312.4799, usercpu_time_millis: 0.93, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1293.6381, usercpu_time_millis: 1.026, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1282.0851, usercpu_time_millis: 1.036, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.978,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1270.1403, usercpu_time_millis: 1.612, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 1.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1282.5646, usercpu_time_millis: 0.915, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.792, f_measure: 0.8029, kappa: 0.4454, kb_relative_information_score: 1110.0198, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8053, predictive_accuracy: 0.8172, prior_entropy: 0.8085, recall: 0.8172, relative_absolute_error: 0.7268, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.8528, scimark_benchmark: 1358.5779, usercpu_time_millis: 0.917, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1342.2552, usercpu_time_millis: 0.738, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1309.6062, usercpu_time_millis: 0.729, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1300.2218, usercpu_time_millis: 0.731, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1290.1867, usercpu_time_millis: 1.794, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 1.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.792, f_measure: 0.8029, kappa: 0.4454, kb_relative_information_score: 1110.0198, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8053, predictive_accuracy: 0.8172, prior_entropy: 0.8085, recall: 0.8172, relative_absolute_error: 0.7268, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.8528, scimark_benchmark: 1284.6886, usercpu_time_millis: 1.425, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 1.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.792, f_measure: 0.8029, kappa: 0.4454, kb_relative_information_score: 1110.0198, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8053, predictive_accuracy: 0.8172, prior_entropy: 0.8085, recall: 0.8172, relative_absolute_error: 0.7268, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.8528, scimark_benchmark: 1283.3487, usercpu_time_millis: 1.153, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 1.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1309.4056, usercpu_time_millis: 1.21, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 1.155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1304.2811, usercpu_time_millis: 1.088, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 1.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1302.2288, usercpu_time_millis: 1.022, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8534, f_measure: 0.8082, kappa: 0.4677, kb_relative_information_score: 1445.4707, mean_absolute_error: 0.2429, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8065, predictive_accuracy: 0.817, prior_entropy: 0.8085, recall: 0.817, relative_absolute_error: 0.6508, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3557, root_relative_squared_error: 0.8236, scimark_benchmark: 1708.1054, usercpu_time_millis: 3.019, usercpu_time_millis_testing: 2.817, usercpu_time_millis_training: 0.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1313.6114, usercpu_time_millis: 1.167, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 1.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1287.4447, usercpu_time_millis: 0.809, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1283.3808, usercpu_time_millis: 0.968, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1275.2399, usercpu_time_millis: 0.806, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.792, f_measure: 0.8029, kappa: 0.4454, kb_relative_information_score: 1110.0198, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8053, predictive_accuracy: 0.8172, prior_entropy: 0.8085, recall: 0.8172, relative_absolute_error: 0.7268, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.8528, scimark_benchmark: 1278.187, usercpu_time_millis: 0.852, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1314.8922, usercpu_time_millis: 1.216, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 1.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1283.0082, usercpu_time_millis: 0.933, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1308.7946, usercpu_time_millis: 0.847, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1297.9283, usercpu_time_millis: 0.825, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1297.6465, usercpu_time_millis: 0.737, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1288.8437, usercpu_time_millis: 0.73, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1314.098, usercpu_time_millis: 2.003, usercpu_time_millis_testing: 0.142, usercpu_time_millis_training: 1.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1307.1948, usercpu_time_millis: 0.891, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7771, f_measure: 0.7897, kappa: 0.4035, kb_relative_information_score: 983.426, mean_absolute_error: 0.2824, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.796, predictive_accuracy: 0.8093, prior_entropy: 0.8085, recall: 0.8093, relative_absolute_error: 0.7566, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3768, root_relative_squared_error: 0.8723, scimark_benchmark: 1285.0735, usercpu_time_millis: 1.02, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1289.8969, usercpu_time_millis: 0.941, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, 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: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1309.281, usercpu_time_millis: 1.218, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 1.165,

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