OpenML
Supervised Classification on delta_elevators

Supervised Classification on delta_elevators

Task 4389 Supervised Classification delta_elevators 221 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

221 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8772, kappa: 0.7544, kb_relative_information_score: 63390.6892, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.6075, scimark_benchmark: 1342.2845, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8772, kappa: 0.7544, kb_relative_information_score: 63390.6892, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.6075, scimark_benchmark: 1318.4315, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.8739, kappa: 0.7478, kb_relative_information_score: 62796.9259, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8741, predictive_accuracy: 0.8739, prior_entropy: 1, recall: 0.8739, relative_absolute_error: 0.3624, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.31, root_relative_squared_error: 0.6201, scimark_benchmark: 1358.6198, usercpu_time_millis: 300, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9414, f_measure: 0.8788, kappa: 0.7576, kb_relative_information_score: 63682.7728, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8789, predictive_accuracy: 0.8788, prior_entropy: 1, recall: 0.8788, relative_absolute_error: 0.3518, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3025, root_relative_squared_error: 0.6049, scimark_benchmark: 1354.5533, usercpu_time_millis: 3750, usercpu_time_millis_testing: 710, usercpu_time_millis_training: 3040,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.8765, kappa: 0.7531, kb_relative_information_score: 61406.3397, mean_absolute_error: 0.1926, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8766, predictive_accuracy: 0.8765, prior_entropy: 1, recall: 0.8765, relative_absolute_error: 0.3853, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3164, root_relative_squared_error: 0.6327, scimark_benchmark: 1313.8988, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.8806, kappa: 0.7613, kb_relative_information_score: 63083.6461, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8811, predictive_accuracy: 0.8806, prior_entropy: 1, recall: 0.8806, relative_absolute_error: 0.3624, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.599, scimark_benchmark: 1344.7524, usercpu_time_millis: 51850, usercpu_time_millis_testing: 3190, usercpu_time_millis_training: 48660,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9396, f_measure: 0.8734, kappa: 0.7469, kb_relative_information_score: 61855.2243, mean_absolute_error: 0.1876, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8736, predictive_accuracy: 0.8734, prior_entropy: 1, recall: 0.8734, relative_absolute_error: 0.3752, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3053, root_relative_squared_error: 0.6107, scimark_benchmark: 1339.6197, usercpu_time_millis: 970, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 960,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, f_measure: 0.8802, kappa: 0.7605, kb_relative_information_score: 61712.2716, mean_absolute_error: 0.1898, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8808, predictive_accuracy: 0.8802, prior_entropy: 1, recall: 0.8802, relative_absolute_error: 0.3796, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3009, root_relative_squared_error: 0.6019, scimark_benchmark: 1318.6467, usercpu_time_millis: 6180, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 6170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9396, f_measure: 0.8734, kappa: 0.7469, kb_relative_information_score: 61855.2243, mean_absolute_error: 0.1876, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8736, predictive_accuracy: 0.8734, prior_entropy: 1, recall: 0.8734, relative_absolute_error: 0.3752, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3053, root_relative_squared_error: 0.6107, scimark_benchmark: 1337.8124, usercpu_time_millis: 880, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 870,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8445, f_measure: 0.8443, kappa: 0.6888, kb_relative_information_score: 65542.6741, mean_absolute_error: 0.1556, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8455, predictive_accuracy: 0.8444, prior_entropy: 1, recall: 0.8444, relative_absolute_error: 0.3113, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3945, root_relative_squared_error: 0.7891, scimark_benchmark: 1370.3901, usercpu_time_millis: 19850, usercpu_time_millis_testing: 4660, usercpu_time_millis_training: 15190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9414, f_measure: 0.8788, kappa: 0.7576, kb_relative_information_score: 63682.7728, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8789, predictive_accuracy: 0.8788, prior_entropy: 1, recall: 0.8788, relative_absolute_error: 0.3518, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3025, root_relative_squared_error: 0.6049, scimark_benchmark: 1324.6608, usercpu_time_millis: 4020, usercpu_time_millis_testing: 1130, usercpu_time_millis_training: 2890,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8772, kappa: 0.7544, kb_relative_information_score: 63390.6892, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.6075, scimark_benchmark: 1260.1387, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8772, kappa: 0.7544, kb_relative_information_score: 63390.6892, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.6075, scimark_benchmark: 1260.1387, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8772, kappa: 0.7544, kb_relative_information_score: 63390.6892, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.6075, scimark_benchmark: 1347.993, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.8739, kappa: 0.7478, kb_relative_information_score: 62796.9259, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8741, predictive_accuracy: 0.8739, prior_entropy: 1, recall: 0.8739, relative_absolute_error: 0.3624, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.31, root_relative_squared_error: 0.6201, scimark_benchmark: 940.3347, usercpu_time_millis: 320, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8772, kappa: 0.7544, kb_relative_information_score: 63390.6892, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.6075, scimark_benchmark: 1341.5795, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8772, kappa: 0.7544, kb_relative_information_score: 63390.6892, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.6075, scimark_benchmark: 938.0414, usercpu_time_millis: 60, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8772, kappa: 0.7544, kb_relative_information_score: 63390.6892, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.6075, scimark_benchmark: 935.5075, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8772, kappa: 0.7544, kb_relative_information_score: 63390.6892, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.6075, scimark_benchmark: 938.0414, usercpu_time_millis: 60, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8772, kappa: 0.7544, kb_relative_information_score: 63390.6892, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.6075, scimark_benchmark: 1312.2688, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8809, kappa: 0.7619, kb_relative_information_score: 44123.9504, mean_absolute_error: 0.2964, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8811, predictive_accuracy: 0.8809, prior_entropy: 1, recall: 0.8809, relative_absolute_error: 0.5928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3355, root_relative_squared_error: 0.6711, scimark_benchmark: 1330.6015, usercpu_time_millis: 5060, usercpu_time_millis_testing: 1090, usercpu_time_millis_training: 3970,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8772, kappa: 0.7544, kb_relative_information_score: 63390.6892, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.6075, scimark_benchmark: 1345.7204, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.8714, kappa: 0.7429, kb_relative_information_score: 48011.609, mean_absolute_error: 0.2725, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8717, predictive_accuracy: 0.8714, prior_entropy: 1, recall: 0.8714, relative_absolute_error: 0.5451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.6537, scimark_benchmark: 1350.907, usercpu_time_millis: 310, usercpu_time_millis_training: 310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8772, kappa: 0.7544, kb_relative_information_score: 63390.6892, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.6075, scimark_benchmark: 933.1165, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8772, kappa: 0.7544, kb_relative_information_score: 63390.6892, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.6075, scimark_benchmark: 933.1165, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.8739, kappa: 0.7478, kb_relative_information_score: 62796.9259, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8741, predictive_accuracy: 0.8739, prior_entropy: 1, recall: 0.8739, relative_absolute_error: 0.3624, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.31, root_relative_squared_error: 0.6201, scimark_benchmark: 1315.933, usercpu_time_millis: 360, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 330,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.8738, kappa: 0.7477, kb_relative_information_score: 62817.6024, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8741, predictive_accuracy: 0.8738, prior_entropy: 1, recall: 0.8738, relative_absolute_error: 0.3621, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.31, root_relative_squared_error: 0.6201, scimark_benchmark: 1380.2233, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8772, kappa: 0.7544, kb_relative_information_score: 63390.6892, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.6075, scimark_benchmark: 1354.3488, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8772, kappa: 0.7544, kb_relative_information_score: 63390.6892, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.6075, scimark_benchmark: 1354.3488, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9414, f_measure: 0.8788, kappa: 0.7576, kb_relative_information_score: 63682.7728, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8789, predictive_accuracy: 0.8788, prior_entropy: 1, recall: 0.8788, relative_absolute_error: 0.3518, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3025, root_relative_squared_error: 0.6049, scimark_benchmark: 1354.3488, usercpu_time_millis: 4010, usercpu_time_millis_testing: 1020, usercpu_time_millis_training: 2990,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8772, kappa: 0.7544, kb_relative_information_score: 63390.6892, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.6075, scimark_benchmark: 1342.6911, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8772, kappa: 0.7544, kb_relative_information_score: 63390.6892, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.6075, scimark_benchmark: 1343.2125, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.8777, kappa: 0.7555, kb_relative_information_score: 63553.5212, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8778, predictive_accuracy: 0.8777, prior_entropy: 1, recall: 0.8777, relative_absolute_error: 0.355, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.302, root_relative_squared_error: 0.604, scimark_benchmark: 1151.6869, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.8714, kappa: 0.7429, kb_relative_information_score: 48011.609, mean_absolute_error: 0.2725, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8717, predictive_accuracy: 0.8714, prior_entropy: 1, recall: 0.8714, relative_absolute_error: 0.5451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.6537, scimark_benchmark: 1328.941, usercpu_time_millis: 370, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.8739, kappa: 0.7478, kb_relative_information_score: 62796.9259, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8741, predictive_accuracy: 0.8739, prior_entropy: 1, recall: 0.8739, relative_absolute_error: 0.3624, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.31, root_relative_squared_error: 0.6201, scimark_benchmark: 889.3151, usercpu_time_millis: 340, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 320,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.8803, kappa: 0.7605, kb_relative_information_score: 63990.6517, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8803, predictive_accuracy: 0.8803, prior_entropy: 1, recall: 0.8803, relative_absolute_error: 0.351, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2977, root_relative_squared_error: 0.5955, scimark_benchmark: 1371.9645, usercpu_time_millis: 8110, usercpu_time_millis_testing: 940, usercpu_time_millis_training: 7170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9379, f_measure: 0.8741, kappa: 0.7483, kb_relative_information_score: 44082.8922, mean_absolute_error: 0.2957, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8743, predictive_accuracy: 0.8741, prior_entropy: 1, recall: 0.8741, relative_absolute_error: 0.5915, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3379, root_relative_squared_error: 0.6758, scimark_benchmark: 1342.2985, usercpu_time_millis: 630, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 540,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.8778, kappa: 0.7556, kb_relative_information_score: 43648.7997, mean_absolute_error: 0.2986, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8779, predictive_accuracy: 0.8778, prior_entropy: 1, recall: 0.8778, relative_absolute_error: 0.5973, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3381, root_relative_squared_error: 0.6762, scimark_benchmark: 1320.7065, usercpu_time_millis: 1290, usercpu_time_millis_testing: 170, usercpu_time_millis_training: 1120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.8812, kappa: 0.7624, kb_relative_information_score: 64333.4464, mean_absolute_error: 0.1734, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8812, predictive_accuracy: 0.8812, prior_entropy: 1, recall: 0.8812, relative_absolute_error: 0.3468, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2973, root_relative_squared_error: 0.5946, scimark_benchmark: 1342.3004, usercpu_time_millis: 2520, usercpu_time_millis_training: 2520,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.8803, kappa: 0.7607, kb_relative_information_score: 69385.3223, mean_absolute_error: 0.1395, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8804, predictive_accuracy: 0.8803, prior_entropy: 1, recall: 0.8803, relative_absolute_error: 0.279, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3251, root_relative_squared_error: 0.6501, scimark_benchmark: 1342.4239, usercpu_time_millis: 1260, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 1190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.8725, kappa: 0.745, kb_relative_information_score: 62845.1103, mean_absolute_error: 0.1831, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8725, predictive_accuracy: 0.8725, prior_entropy: 1, recall: 0.8725, relative_absolute_error: 0.3661, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.6434, scimark_benchmark: 833.3193, usercpu_time_millis: 210, usercpu_time_millis_training: 210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9395, f_measure: 0.8751, kappa: 0.7503, kb_relative_information_score: 62707.4775, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8753, predictive_accuracy: 0.8752, prior_entropy: 1, recall: 0.8752, relative_absolute_error: 0.3623, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3078, root_relative_squared_error: 0.6156, scimark_benchmark: 1316.5986, usercpu_time_millis: 154240, usercpu_time_millis_testing: 154240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9324, f_measure: 0.8682, kappa: 0.7364, kb_relative_information_score: 45002.8197, mean_absolute_error: 0.2896, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8684, predictive_accuracy: 0.8682, prior_entropy: 1, recall: 0.8682, relative_absolute_error: 0.5792, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.338, root_relative_squared_error: 0.6761, scimark_benchmark: 1308.3432, usercpu_time_millis: 340, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9379, f_measure: 0.8733, kappa: 0.7467, kb_relative_information_score: 62146.9273, mean_absolute_error: 0.1854, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8737, predictive_accuracy: 0.8733, prior_entropy: 1, recall: 0.8733, relative_absolute_error: 0.3707, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3081, root_relative_squared_error: 0.6161, scimark_benchmark: 1320.9366, usercpu_time_millis: 110, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8576, f_measure: 0.8575, kappa: 0.7151, kb_relative_information_score: 68048.7861, mean_absolute_error: 0.1425, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8578, predictive_accuracy: 0.8575, prior_entropy: 1, recall: 0.8575, relative_absolute_error: 0.285, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3775, root_relative_squared_error: 0.7549, scimark_benchmark: 943.1756, usercpu_time_millis: 1320, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8968, f_measure: 0.8719, kappa: 0.7438, kb_relative_information_score: 60744.0827, mean_absolute_error: 0.1971, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.872, predictive_accuracy: 0.8719, prior_entropy: 1, recall: 0.8719, relative_absolute_error: 0.3941, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3242, root_relative_squared_error: 0.6483, scimark_benchmark: 1283.7763, usercpu_time_millis: 2060, usercpu_time_millis_training: 2060,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8327, f_measure: 0.8341, kappa: 0.6687, kb_relative_information_score: 47314.6761, mean_absolute_error: 0.2743, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8358, predictive_accuracy: 0.8343, prior_entropy: 1, recall: 0.8343, relative_absolute_error: 0.5487, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3711, root_relative_squared_error: 0.7423, scimark_benchmark: 1168.3268, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.8793, kappa: 0.7586, kb_relative_information_score: 63104.9966, mean_absolute_error: 0.1805, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8794, predictive_accuracy: 0.8793, prior_entropy: 1, recall: 0.8793, relative_absolute_error: 0.361, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3021, root_relative_squared_error: 0.6042, scimark_benchmark: 1314.0383, usercpu_time_millis: 270, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9265, f_measure: 0.8352, kappa: 0.6709, kb_relative_information_score: 49045.1481, mean_absolute_error: 0.2639, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8371, predictive_accuracy: 0.8354, prior_entropy: 1, recall: 0.8354, relative_absolute_error: 0.5279, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3654, root_relative_squared_error: 0.7308, scimark_benchmark: 961.21, usercpu_time_millis: 128460, usercpu_time_millis_testing: 128460,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8192, f_measure: 0.8192, kappa: 0.6385, kb_relative_information_score: 60764.4604, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8193, predictive_accuracy: 0.8193, prior_entropy: 1, recall: 0.8193, relative_absolute_error: 0.3615, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4251, root_relative_squared_error: 0.8503, scimark_benchmark: 1308.3432, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9432, f_measure: 0.8802, kappa: 0.7604, kb_relative_information_score: 62160.0699, mean_absolute_error: 0.1868, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8807, predictive_accuracy: 0.8802, prior_entropy: 1, recall: 0.8802, relative_absolute_error: 0.3737, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3002, root_relative_squared_error: 0.6004, scimark_benchmark: 1317.1597, usercpu_time_millis: 110, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8294, f_measure: 0.8294, kappa: 0.6588, kb_relative_information_score: 62698.5469, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8294, predictive_accuracy: 0.8294, prior_entropy: 1, recall: 0.8294, relative_absolute_error: 0.3412, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.413, root_relative_squared_error: 0.8261, scimark_benchmark: 1328.8457, usercpu_time_millis: 9660, usercpu_time_millis_testing: 9650, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5112, f_measure: 0.3464, kappa: 0.0139, kb_relative_information_score: 131.7091, mean_absolute_error: 0.4995, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.7231, predictive_accuracy: 0.5042, prior_entropy: 1, recall: 0.5042, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.999, scimark_benchmark: 1327.3602, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8798, f_measure: 0.8797, kappa: 0.7595, kb_relative_information_score: 72280.9754, mean_absolute_error: 0.1202, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8801, predictive_accuracy: 0.8798, prior_entropy: 1, recall: 0.8798, relative_absolute_error: 0.2405, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3468, root_relative_squared_error: 0.6935, scimark_benchmark: 1346.3935, usercpu_time_millis: 8970, usercpu_time_millis_testing: 180, usercpu_time_millis_training: 8790,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8425, f_measure: 0.8389, kappa: 0.6794, kb_relative_information_score: 49130.5086, mean_absolute_error: 0.2635, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8462, predictive_accuracy: 0.8396, prior_entropy: 1, recall: 0.8396, relative_absolute_error: 0.5269, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.7277, scimark_benchmark: 943.1756, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.8768, kappa: 0.7536, kb_relative_information_score: 61344.6269, mean_absolute_error: 0.1916, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8768, predictive_accuracy: 0.8768, prior_entropy: 1, recall: 0.8768, relative_absolute_error: 0.3832, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.6102, scimark_benchmark: 1341.4232, usercpu_time_millis: 420, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 410,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8994, f_measure: 0.8749, kappa: 0.7499, kb_relative_information_score: 60303.9896, mean_absolute_error: 0.2007, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8749, predictive_accuracy: 0.8749, prior_entropy: 1, recall: 0.8749, relative_absolute_error: 0.4013, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3236, root_relative_squared_error: 0.6472, scimark_benchmark: 1270.2428, usercpu_time_millis: 1040, usercpu_time_millis_training: 1040,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.8714, kappa: 0.7429, kb_relative_information_score: 48011.609, mean_absolute_error: 0.2725, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8717, predictive_accuracy: 0.8714, prior_entropy: 1, recall: 0.8714, relative_absolute_error: 0.5451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.6537, scimark_benchmark: 1249.4068, usercpu_time_millis: 430, usercpu_time_millis_training: 430,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.8798, kappa: 0.7597, kb_relative_information_score: 44051.036, mean_absolute_error: 0.2966, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.88, predictive_accuracy: 0.8798, prior_entropy: 1, recall: 0.8798, relative_absolute_error: 0.5933, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3361, root_relative_squared_error: 0.6722, scimark_benchmark: 1275.9462, usercpu_time_millis: 2680, usercpu_time_millis_testing: 560, usercpu_time_millis_training: 2120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9438, f_measure: 0.8805, kappa: 0.7611, kb_relative_information_score: 63762.7163, mean_absolute_error: 0.1767, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8806, predictive_accuracy: 0.8805, prior_entropy: 1, recall: 0.8805, relative_absolute_error: 0.3535, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.5988, scimark_benchmark: 1329.8902, usercpu_time_millis: 500, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 490,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.88, kappa: 0.76, kb_relative_information_score: 63992.8607, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8801, predictive_accuracy: 0.88, prior_entropy: 1, recall: 0.88, relative_absolute_error: 0.3508, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.298, root_relative_squared_error: 0.5961, scimark_benchmark: 1264.0609, usercpu_time_millis: 3770, usercpu_time_millis_testing: 450, usercpu_time_millis_training: 3320,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8445, f_measure: 0.8443, kappa: 0.6888, kb_relative_information_score: 65542.6741, mean_absolute_error: 0.1556, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8455, predictive_accuracy: 0.8444, prior_entropy: 1, recall: 0.8444, relative_absolute_error: 0.3113, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3945, root_relative_squared_error: 0.7891, scimark_benchmark: 1330.8781, usercpu_time_millis: 37170, usercpu_time_millis_testing: 7930, usercpu_time_millis_training: 29240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8772, kappa: 0.7544, kb_relative_information_score: 63390.6892, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.6075, scimark_benchmark: 1323.8098, usercpu_time_millis: 40, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8987, f_measure: 0.8567, kappa: 0.7134, kb_relative_information_score: 60144.424, mean_absolute_error: 0.1959, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8568, predictive_accuracy: 0.8567, prior_entropy: 1, recall: 0.8567, relative_absolute_error: 0.3917, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3408, root_relative_squared_error: 0.6815, scimark_benchmark: 1284.2094, usercpu_time_millis: 180, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8987, f_measure: 0.8567, kappa: 0.7134, kb_relative_information_score: 60144.424, mean_absolute_error: 0.1959, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8568, predictive_accuracy: 0.8567, prior_entropy: 1, recall: 0.8567, relative_absolute_error: 0.3917, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3408, root_relative_squared_error: 0.6815, scimark_benchmark: 1339.944, usercpu_time_millis: 240, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.8765, kappa: 0.7531, kb_relative_information_score: 61406.3397, mean_absolute_error: 0.1926, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8766, predictive_accuracy: 0.8765, prior_entropy: 1, recall: 0.8765, relative_absolute_error: 0.3853, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3164, root_relative_squared_error: 0.6327, scimark_benchmark: 1413.089, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9347, f_measure: 0.8749, kappa: 0.7498, kb_relative_information_score: 63175.172, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8755, predictive_accuracy: 0.8749, prior_entropy: 1, recall: 0.8749, relative_absolute_error: 0.3577, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3089, root_relative_squared_error: 0.6179, scimark_benchmark: 1326.014, usercpu_time_millis: 40, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9347, f_measure: 0.8751, kappa: 0.7503, kb_relative_information_score: 63171.9991, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8758, predictive_accuracy: 0.8752, prior_entropy: 1, recall: 0.8752, relative_absolute_error: 0.3578, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3089, root_relative_squared_error: 0.6179, scimark_benchmark: 1319.9329, usercpu_time_millis: 50, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, f_measure: 0.8804, kappa: 0.7609, kb_relative_information_score: 72410.9812, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8817, predictive_accuracy: 0.8804, prior_entropy: 1, recall: 0.8804, relative_absolute_error: 0.2391, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3458, root_relative_squared_error: 0.6916, scimark_benchmark: 1297.6356, usercpu_time_millis: 590, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 580,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.8806, kappa: 0.7613, kb_relative_information_score: 63084.5773, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8811, predictive_accuracy: 0.8806, prior_entropy: 1, recall: 0.8806, relative_absolute_error: 0.3624, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.599, scimark_benchmark: 1300.0105, usercpu_time_millis: 240, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8295, f_measure: 0.8294, kappa: 0.6588, kb_relative_information_score: 62686.9651, mean_absolute_error: 0.1707, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8294, predictive_accuracy: 0.8294, prior_entropy: 1, recall: 0.8294, relative_absolute_error: 0.3414, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.413, root_relative_squared_error: 0.826, scimark_benchmark: 1342.5243, usercpu_time_millis: 4310, usercpu_time_millis_testing: 4310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9386, f_measure: 0.8771, kappa: 0.7542, kb_relative_information_score: 63289.207, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8773, predictive_accuracy: 0.8771, prior_entropy: 1, recall: 0.8771, relative_absolute_error: 0.3576, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.306, root_relative_squared_error: 0.6119, scimark_benchmark: 1337.8431, usercpu_time_millis: 1620, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1600,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.8714, kappa: 0.7429, kb_relative_information_score: 48011.609, mean_absolute_error: 0.2725, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8717, predictive_accuracy: 0.8714, prior_entropy: 1, recall: 0.8714, relative_absolute_error: 0.5451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.6537, scimark_benchmark: 1330.7266, usercpu_time_millis: 370, usercpu_time_millis_training: 370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9396, f_measure: 0.8734, kappa: 0.7469, kb_relative_information_score: 61855.2243, mean_absolute_error: 0.1876, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8736, predictive_accuracy: 0.8734, prior_entropy: 1, recall: 0.8734, relative_absolute_error: 0.3752, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3053, root_relative_squared_error: 0.6107, scimark_benchmark: 1331.0755, usercpu_time_millis: 930, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 920,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8775, kappa: 0.755, kb_relative_information_score: 71127.7346, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8775, predictive_accuracy: 0.8775, prior_entropy: 1, recall: 0.8775, relative_absolute_error: 0.2535, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3359, root_relative_squared_error: 0.6718, scimark_benchmark: 1326.6647, usercpu_time_millis: 8320, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 8310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.8774, kappa: 0.7547, kb_relative_information_score: 63909.7034, mean_absolute_error: 0.1752, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8774, prior_entropy: 1, recall: 0.8774, relative_absolute_error: 0.3504, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3021, root_relative_squared_error: 0.6041, scimark_benchmark: 1324.3755, usercpu_time_millis: 380, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.8774, kappa: 0.7547, kb_relative_information_score: 63909.7034, mean_absolute_error: 0.1752, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8774, predictive_accuracy: 0.8774, prior_entropy: 1, recall: 0.8774, relative_absolute_error: 0.3504, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3021, root_relative_squared_error: 0.6041, scimark_benchmark: 1372.5518, usercpu_time_millis: 400, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.8738, kappa: 0.7477, kb_relative_information_score: 62817.6024, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8741, predictive_accuracy: 0.8738, prior_entropy: 1, recall: 0.8738, relative_absolute_error: 0.3621, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.31, root_relative_squared_error: 0.6201, scimark_benchmark: 935.5075, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5184, f_measure: 0.4044, kappa: 0.0174, kb_relative_information_score: 514.7944, mean_absolute_error: 0.4977, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.528, predictive_accuracy: 0.5064, prior_entropy: 1, recall: 0.5064, relative_absolute_error: 0.9954, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9966, scimark_benchmark: 918.0213, usercpu_time_millis: 30, usercpu_time_millis_testing: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.3364, kb_relative_information_score: -0.0108, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.2528, predictive_accuracy: 0.5028, prior_entropy: 1, recall: 0.5028, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 899.5042, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.8714, kappa: 0.7429, kb_relative_information_score: 48011.609, mean_absolute_error: 0.2725, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8717, predictive_accuracy: 0.8714, prior_entropy: 1, recall: 0.8714, relative_absolute_error: 0.5451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.6537, scimark_benchmark: 918.6005, usercpu_time_millis: 450, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.8809, kappa: 0.7618, kb_relative_information_score: 64090.5353, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.881, predictive_accuracy: 0.8809, prior_entropy: 1, recall: 0.8809, relative_absolute_error: 0.3497, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2979, root_relative_squared_error: 0.5957, scimark_benchmark: 1307.4861, usercpu_time_millis: 1070, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1060,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9449, f_measure: 0.8794, kappa: 0.7587, kb_relative_information_score: 63977.1158, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8794, predictive_accuracy: 0.8794, prior_entropy: 1, recall: 0.8794, relative_absolute_error: 0.3508, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2987, root_relative_squared_error: 0.5973, scimark_benchmark: 1339.3974, usercpu_time_millis: 1900, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 1790,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9438, f_measure: 0.8787, kappa: 0.7574, kb_relative_information_score: 63944.854, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8788, predictive_accuracy: 0.8787, prior_entropy: 1, recall: 0.8787, relative_absolute_error: 0.3508, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.5997, scimark_benchmark: 1304.9611, usercpu_time_millis: 910, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 870,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9132, f_measure: 0.8743, kappa: 0.7486, kb_relative_information_score: 61858.4813, mean_absolute_error: 0.1898, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8743, predictive_accuracy: 0.8743, prior_entropy: 1, recall: 0.8743, relative_absolute_error: 0.3797, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3159, root_relative_squared_error: 0.6317, scimark_benchmark: 939.5205, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, f_measure: 0.8802, kappa: 0.7604, kb_relative_information_score: 63239.1909, mean_absolute_error: 0.1797, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8803, predictive_accuracy: 0.8802, prior_entropy: 1, recall: 0.8802, relative_absolute_error: 0.3595, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3011, root_relative_squared_error: 0.6022, scimark_benchmark: 909.1698, usercpu_time_millis: 2840, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 2760,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.8818, kappa: 0.7636, kb_relative_information_score: 63638.9301, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8821, predictive_accuracy: 0.8818, prior_entropy: 1, recall: 0.8818, relative_absolute_error: 0.3557, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2971, root_relative_squared_error: 0.5941, scimark_benchmark: 939.9176, usercpu_time_millis: 1826420, usercpu_time_millis_testing: 9550, usercpu_time_millis_training: 1816870,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.879, kappa: 0.7581, kb_relative_information_score: 63036.7136, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8792, predictive_accuracy: 0.879, prior_entropy: 1, recall: 0.879, relative_absolute_error: 0.3616, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3022, root_relative_squared_error: 0.6044, scimark_benchmark: 1335.643, usercpu_time_millis: 1070, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 1040,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9414, f_measure: 0.877, kappa: 0.754, kb_relative_information_score: 62615.6536, mean_absolute_error: 0.1831, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8772, predictive_accuracy: 0.877, prior_entropy: 1, recall: 0.877, relative_absolute_error: 0.3663, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.304, root_relative_squared_error: 0.6079, scimark_benchmark: 1330.0694, usercpu_time_millis: 460, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 450,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9386, f_measure: 0.874, kappa: 0.7481, kb_relative_information_score: 62025.6996, mean_absolute_error: 0.1861, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8742, predictive_accuracy: 0.874, prior_entropy: 1, recall: 0.874, relative_absolute_error: 0.3723, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3078, root_relative_squared_error: 0.6157, scimark_benchmark: 930.5999, usercpu_time_millis: 330, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 320,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.8698, kappa: 0.7396, kb_relative_information_score: 60990.3051, mean_absolute_error: 0.1917, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8703, predictive_accuracy: 0.8698, prior_entropy: 1, recall: 0.8698, relative_absolute_error: 0.3834, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3128, root_relative_squared_error: 0.6256, scimark_benchmark: 934.1747, usercpu_time_millis: 170, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9233, f_measure: 0.8677, kappa: 0.7355, kb_relative_information_score: 62925.2684, mean_absolute_error: 0.1763, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8679, predictive_accuracy: 0.8677, prior_entropy: 1, recall: 0.8677, relative_absolute_error: 0.3526, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3211, root_relative_squared_error: 0.6422, scimark_benchmark: 930.5999, usercpu_time_millis: 7880, usercpu_time_millis_testing: 7880,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.859, kappa: 0.7179, kb_relative_information_score: 62761.8099, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8591, predictive_accuracy: 0.859, prior_entropy: 1, recall: 0.859, relative_absolute_error: 0.3487, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3384, root_relative_squared_error: 0.6767, scimark_benchmark: 1442.7264, usercpu_time_millis: 6170, usercpu_time_millis_testing: 6170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.8778, kappa: 0.7559, kb_relative_information_score: 71930.9598, mean_absolute_error: 0.1221, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8799, predictive_accuracy: 0.8779, prior_entropy: 1, recall: 0.8779, relative_absolute_error: 0.2442, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3494, root_relative_squared_error: 0.6988, scimark_benchmark: 1324.8395, usercpu_time_millis: 261520, usercpu_time_millis_testing: 8090, usercpu_time_millis_training: 253430,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.8731, kappa: 0.7463, kb_relative_information_score: 71028.9194, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8739, predictive_accuracy: 0.8732, prior_entropy: 1, recall: 0.8732, relative_absolute_error: 0.2537, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3561, root_relative_squared_error: 0.7123, scimark_benchmark: 1404.1865, usercpu_time_millis: 420, usercpu_time_millis_training: 420,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8807, f_measure: 0.8806, kappa: 0.7613, kb_relative_information_score: 72444.9828, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8816, predictive_accuracy: 0.8806, prior_entropy: 1, recall: 0.8806, relative_absolute_error: 0.2388, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3455, root_relative_squared_error: 0.6911, scimark_benchmark: 1297.6356, usercpu_time_millis: 420, usercpu_time_millis_training: 420,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, f_measure: 0.8802, kappa: 0.7605, kb_relative_information_score: 61712.2716, mean_absolute_error: 0.1898, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8808, predictive_accuracy: 0.8802, prior_entropy: 1, recall: 0.8802, relative_absolute_error: 0.3796, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3009, root_relative_squared_error: 0.6019, scimark_benchmark: 906.4475, usercpu_time_millis: 1550, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1540,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8576, f_measure: 0.8575, kappa: 0.7151, kb_relative_information_score: 68048.7861, mean_absolute_error: 0.1425, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8578, predictive_accuracy: 0.8575, prior_entropy: 1, recall: 0.8575, relative_absolute_error: 0.285, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3775, root_relative_squared_error: 0.7549, scimark_benchmark: 938.9967, usercpu_time_millis: 1150, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9414, f_measure: 0.8788, kappa: 0.7576, kb_relative_information_score: 63682.7728, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8789, predictive_accuracy: 0.8788, prior_entropy: 1, recall: 0.8788, relative_absolute_error: 0.3518, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3025, root_relative_squared_error: 0.6049, scimark_benchmark: 825.5282, usercpu_time_millis: 5060, usercpu_time_millis_testing: 1160, usercpu_time_millis_training: 3900,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8268, f_measure: 0.8268, kappa: 0.6536, kb_relative_information_score: 62202.5247, mean_absolute_error: 0.1732, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8268, predictive_accuracy: 0.8268, prior_entropy: 1, recall: 0.8268, relative_absolute_error: 0.3464, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4162, root_relative_squared_error: 0.8323, scimark_benchmark: 1301.9956, usercpu_time_millis: 60, usercpu_time_millis_training: 60,

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