Task
Supervised Classification on 2dplanes

Supervised Classification on 2dplanes

Task 3593 Supervised Classification 2dplanes 374 runs submitted
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  • mythbusting_1 study_1 study_15 study_20 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, build_cpu_time: 41.5326, build_memory: 812277980.2904, f_measure: 0.9317, kappa: 0.8635, kb_relative_information_score: 33601.176, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9317, predictive_accuracy: 0.9317, prior_entropy: 1, recall: 0.9317, relative_absolute_error: 0.188, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2219, root_relative_squared_error: 0.4438, scimark_benchmark: 943.4899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.93, kappa: 0.8601, kb_relative_information_score: 30230.0407, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.93, predictive_accuracy: 0.93, prior_entropy: 1, recall: 0.93, relative_absolute_error: 0.2813, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2429, root_relative_squared_error: 0.4858, scimark_benchmark: 1319.952, usercpu_time_millis: 4700, usercpu_time_millis_testing: 240, usercpu_time_millis_training: 4460,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 1371.174, usercpu_time_millis: 420, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9165, kappa: 0.833, kb_relative_information_score: 27682.5212, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9167, predictive_accuracy: 0.9165, prior_entropy: 1, recall: 0.9165, relative_absolute_error: 0.3545, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2574, root_relative_squared_error: 0.5147, scimark_benchmark: 1371.9645, usercpu_time_millis: 2600, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 2570,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.8409, kappa: 0.6818, kb_relative_information_score: 19988.0213, mean_absolute_error: 0.2759, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8409, predictive_accuracy: 0.8409, prior_entropy: 1, recall: 0.8409, relative_absolute_error: 0.5519, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3448, root_relative_squared_error: 0.6896, scimark_benchmark: 1354.3488, usercpu_time_millis: 350, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.8409, kappa: 0.6818, kb_relative_information_score: 19988.0213, mean_absolute_error: 0.2759, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8409, predictive_accuracy: 0.8409, prior_entropy: 1, recall: 0.8409, relative_absolute_error: 0.5519, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3448, root_relative_squared_error: 0.6896, scimark_benchmark: 1322.7257, usercpu_time_millis: 410, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9165, kappa: 0.833, kb_relative_information_score: 27682.5212, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9167, predictive_accuracy: 0.9165, prior_entropy: 1, recall: 0.9165, relative_absolute_error: 0.3545, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2574, root_relative_squared_error: 0.5147, scimark_benchmark: 1346.1568, usercpu_time_millis: 2430, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 2400,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9297, kappa: 0.8593, kb_relative_information_score: 33592.9201, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9297, predictive_accuracy: 0.9297, prior_entropy: 1, recall: 0.9297, relative_absolute_error: 0.1877, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.4353, scimark_benchmark: 1335.2357, usercpu_time_millis: 350, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 1332.7986, usercpu_time_millis: 270, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 1332.7986, usercpu_time_millis: 280, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 1337.3324, usercpu_time_millis: 350, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 1339.2472, usercpu_time_millis: 230, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.8409, kappa: 0.6818, kb_relative_information_score: 19988.0213, mean_absolute_error: 0.2759, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8409, predictive_accuracy: 0.8409, prior_entropy: 1, recall: 0.8409, relative_absolute_error: 0.5519, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3448, root_relative_squared_error: 0.6896, scimark_benchmark: 1333.0982, usercpu_time_millis: 390, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 1336.0954, usercpu_time_millis: 360, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 1336.0954, usercpu_time_millis: 350, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 1303.5632, usercpu_time_millis: 260, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 1349.1517, usercpu_time_millis: 330, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 1349.1517, usercpu_time_millis: 340, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 1333.202, usercpu_time_millis: 410, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 1313.11, usercpu_time_millis: 270, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.931, kappa: 0.862, kb_relative_information_score: 33646.9336, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.931, predictive_accuracy: 0.931, prior_entropy: 1, recall: 0.931, relative_absolute_error: 0.1844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.22, root_relative_squared_error: 0.4401, scimark_benchmark: 1318.4315, usercpu_time_millis: 4000, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 3920,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 1316.5668, usercpu_time_millis: 360, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 1333.6736, usercpu_time_millis: 400, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.931, kappa: 0.862, kb_relative_information_score: 33646.9336, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.931, predictive_accuracy: 0.931, prior_entropy: 1, recall: 0.931, relative_absolute_error: 0.1844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.22, root_relative_squared_error: 0.4401, scimark_benchmark: 1324.7884, usercpu_time_millis: 2600, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 2510,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.8409, kappa: 0.6818, kb_relative_information_score: 19988.0213, mean_absolute_error: 0.2759, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8409, predictive_accuracy: 0.8409, prior_entropy: 1, recall: 0.8409, relative_absolute_error: 0.5519, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3448, root_relative_squared_error: 0.6896, scimark_benchmark: 1342.8632, usercpu_time_millis: 310, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 1353.0836, usercpu_time_millis: 350, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9201, kappa: 0.8401, kb_relative_information_score: 33312.3311, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9201, predictive_accuracy: 0.9201, prior_entropy: 1, recall: 0.9201, relative_absolute_error: 0.1886, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.242, root_relative_squared_error: 0.4841, scimark_benchmark: 1332.9478, usercpu_time_millis: 17490, usercpu_time_millis_testing: 3350, usercpu_time_millis_training: 14140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 1342.8632, usercpu_time_millis: 490, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 1342.8632, usercpu_time_millis: 200, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 930.5999, usercpu_time_millis: 600, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 460,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 930.5999, usercpu_time_millis: 510, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9297, kappa: 0.8593, kb_relative_information_score: 33592.9201, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9297, predictive_accuracy: 0.9297, prior_entropy: 1, recall: 0.9297, relative_absolute_error: 0.1877, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.4353, scimark_benchmark: 946.9304, usercpu_time_millis: 510, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 460,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9201, kappa: 0.8401, kb_relative_information_score: 33312.3311, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9201, predictive_accuracy: 0.9201, prior_entropy: 1, recall: 0.9201, relative_absolute_error: 0.1886, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.242, root_relative_squared_error: 0.4841, scimark_benchmark: 949.7766, usercpu_time_millis: 17700, usercpu_time_millis_testing: 2070, usercpu_time_millis_training: 15630,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 1317.5857, usercpu_time_millis: 260, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 150,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.919, kappa: 0.838, kb_relative_information_score: 32354.7666, mean_absolute_error: 0.1101, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.919, predictive_accuracy: 0.919, prior_entropy: 1, recall: 0.919, relative_absolute_error: 0.2202, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2354, root_relative_squared_error: 0.4707, scimark_benchmark: 1779.392, usercpu_time_millis: 592.8038, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 577.2037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3343, kb_relative_information_score: -0, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.2509, predictive_accuracy: 0.5009, prior_entropy: 1, recall: 0.5009, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1838.8826, usercpu_time_millis: 31.2002, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 15.6001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.827, f_measure: 0.827, kappa: 0.654, kb_relative_information_score: 26661.9365, mean_absolute_error: 0.173, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8274, predictive_accuracy: 0.827, prior_entropy: 1, recall: 0.827, relative_absolute_error: 0.346, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4159, root_relative_squared_error: 0.8319, scimark_benchmark: 1779.392, usercpu_time_millis: 4368.028, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 4352.4279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.9191, kappa: 0.8383, kb_relative_information_score: 32418.2124, mean_absolute_error: 0.1079, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9197, predictive_accuracy: 0.9192, prior_entropy: 1, recall: 0.9192, relative_absolute_error: 0.2159, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.4715, scimark_benchmark: 1732.2066, usercpu_time_millis: 624.004, usercpu_time_millis_testing: 78.0005, usercpu_time_millis_training: 546.0035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7195, f_measure: 0.6561, kappa: 0.3122, kb_relative_information_score: 5983.6589, mean_absolute_error: 0.4382, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.6561, predictive_accuracy: 0.6561, prior_entropy: 1, recall: 0.6561, relative_absolute_error: 0.8764, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4622, root_relative_squared_error: 0.9244, scimark_benchmark: 1838.8826, usercpu_time_millis: 187.2012, usercpu_time_millis_testing: 124.8008, usercpu_time_millis_training: 62.4004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9201, kappa: 0.8401, kb_relative_information_score: 33312.3311, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9201, predictive_accuracy: 0.9201, prior_entropy: 1, recall: 0.9201, relative_absolute_error: 0.1886, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.242, root_relative_squared_error: 0.4841, scimark_benchmark: 1838.8826, usercpu_time_millis: 11232.072, usercpu_time_millis_testing: 1294.8083, usercpu_time_millis_training: 9937.2637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.931, kappa: 0.862, kb_relative_information_score: 33644.7358, mean_absolute_error: 0.0927, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.931, predictive_accuracy: 0.931, prior_entropy: 1, recall: 0.931, relative_absolute_error: 0.1855, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2221, root_relative_squared_error: 0.4442, scimark_benchmark: 1779.392, usercpu_time_millis: 296.4019, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 280.8018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9287, f_measure: 0.9287, kappa: 0.8574, kb_relative_information_score: 34955.9738, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9287, predictive_accuracy: 0.9287, prior_entropy: 1, recall: 0.9287, relative_absolute_error: 0.1426, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.267, root_relative_squared_error: 0.534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8344, f_measure: 0.8343, kappa: 0.6687, kb_relative_information_score: 27259.9392, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8348, predictive_accuracy: 0.8343, prior_entropy: 1, recall: 0.8343, relative_absolute_error: 0.3313, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.407, root_relative_squared_error: 0.8141, scimark_benchmark: 1779.392, usercpu_time_millis: 3650.4234, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 3634.8233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.9294, kappa: 0.8588, kb_relative_information_score: 35009.9741, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9294, predictive_accuracy: 0.9294, prior_entropy: 1, recall: 0.9294, relative_absolute_error: 0.1412, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2657, root_relative_squared_error: 0.5315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8546, f_measure: 0.8546, kappa: 0.7092, kb_relative_information_score: 28913.9467, mean_absolute_error: 0.1454, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8546, predictive_accuracy: 0.8546, prior_entropy: 1, recall: 0.8546, relative_absolute_error: 0.2908, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3813, root_relative_squared_error: 0.7626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.9186, kappa: 0.8372, kb_relative_information_score: 34131.9701, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 1, recall: 0.9186, relative_absolute_error: 0.1628, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2853, root_relative_squared_error: 0.5706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9299, kappa: 0.8598, kb_relative_information_score: 33494.7734, mean_absolute_error: 0.0945, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9301, predictive_accuracy: 0.9299, prior_entropy: 1, recall: 0.9299, relative_absolute_error: 0.189, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.4434, scimark_benchmark: 1732.2066, usercpu_time_millis: 390.0025, usercpu_time_millis_testing: 93.6006, usercpu_time_millis_training: 296.4019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.93, kappa: 0.8601, kb_relative_information_score: 30230.0407, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.93, predictive_accuracy: 0.93, prior_entropy: 1, recall: 0.93, relative_absolute_error: 0.2813, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2429, root_relative_squared_error: 0.4858, scimark_benchmark: 927.2917, usercpu_time_millis: 4000, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 3880,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8816, kappa: 0.7632, kb_relative_information_score: 23024.1882, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6103, scimark_benchmark: 905.2959,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8984, f_measure: 0.8984, kappa: 0.7967, kb_relative_information_score: 32479.9627, mean_absolute_error: 0.1016, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8984, predictive_accuracy: 0.8984, prior_entropy: 1, recall: 0.8984, relative_absolute_error: 0.2033, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.6376, usercpu_time_millis: 123.188, usercpu_time_millis_testing: 1.191, usercpu_time_millis_training: 121.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.9306, kappa: 0.8612, kb_relative_information_score: 35107.9745, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9307, predictive_accuracy: 0.9306, prior_entropy: 1, recall: 0.9306, relative_absolute_error: 0.1388, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2635, root_relative_squared_error: 0.5269, usercpu_time_millis: 352.352, usercpu_time_millis_testing: 2.396, usercpu_time_millis_training: 349.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8373, f_measure: 0.8373, kappa: 0.6746, kb_relative_information_score: 27501.9403, mean_absolute_error: 0.1627, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8373, predictive_accuracy: 0.8373, prior_entropy: 1, recall: 0.8373, relative_absolute_error: 0.3254, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4034, root_relative_squared_error: 0.8067, usercpu_time_millis: 7.006, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 6.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.9298, kappa: 0.8597, kb_relative_information_score: 35047.9743, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9299, predictive_accuracy: 0.9298, prior_entropy: 1, recall: 0.9298, relative_absolute_error: 0.1403, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2649, root_relative_squared_error: 0.5297, usercpu_time_millis: 189.962, usercpu_time_millis_testing: 2.591, usercpu_time_millis_training: 187.371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.93, kappa: 0.8599, kb_relative_information_score: 35057.9743, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.93, predictive_accuracy: 0.93, prior_entropy: 1, recall: 0.93, relative_absolute_error: 0.1401, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2646, root_relative_squared_error: 0.5293, usercpu_time_millis: 638.843, usercpu_time_millis_testing: 7.906, usercpu_time_millis_training: 630.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.9306, kappa: 0.8611, kb_relative_information_score: 35105.9745, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9308, predictive_accuracy: 0.9306, prior_entropy: 1, recall: 0.9306, relative_absolute_error: 0.1389, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2635, root_relative_squared_error: 0.527, usercpu_time_millis: 7.433, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 7.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8025, f_measure: 0.8025, kappa: 0.605, kb_relative_information_score: 24665.9275, mean_absolute_error: 0.1975, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8025, predictive_accuracy: 0.8025, prior_entropy: 1, recall: 0.8025, relative_absolute_error: 0.395, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4444, root_relative_squared_error: 0.8888, usercpu_time_millis: 10.858, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 10.819,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8325, f_measure: 0.8325, kappa: 0.6649, kb_relative_information_score: 27107.9385, mean_absolute_error: 0.1675, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8325, predictive_accuracy: 0.8325, prior_entropy: 1, recall: 0.8325, relative_absolute_error: 0.3351, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4093, root_relative_squared_error: 0.8186, usercpu_time_millis: 21.296, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 21.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8377, f_measure: 0.8377, kappa: 0.6754, kb_relative_information_score: 27535.9405, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8377, predictive_accuracy: 0.8377, prior_entropy: 1, recall: 0.8377, relative_absolute_error: 0.3246, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4028, root_relative_squared_error: 0.8057, usercpu_time_millis: 9.176, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 8.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.9304, kappa: 0.8608, kb_relative_information_score: 35091.9745, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9304, predictive_accuracy: 0.9304, prior_entropy: 1, recall: 0.9304, relative_absolute_error: 0.1392, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2638, root_relative_squared_error: 0.5277, usercpu_time_millis: 42.308, usercpu_time_millis_testing: 0.502, usercpu_time_millis_training: 41.806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.9082, kappa: 0.8164, kb_relative_information_score: 33281.9663, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9082, predictive_accuracy: 0.9082, prior_entropy: 1, recall: 0.9082, relative_absolute_error: 0.1836, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.303, root_relative_squared_error: 0.606, usercpu_time_millis: 31.261, usercpu_time_millis_testing: 31.135, usercpu_time_millis_training: 0.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8337, f_measure: 0.8337, kappa: 0.6674, kb_relative_information_score: 27207.939, mean_absolute_error: 0.1663, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8337, predictive_accuracy: 0.8337, prior_entropy: 1, recall: 0.8337, relative_absolute_error: 0.3326, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4078, root_relative_squared_error: 0.8156, usercpu_time_millis: 3.496, usercpu_time_millis_testing: 0.151, usercpu_time_millis_training: 3.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8377, f_measure: 0.8377, kappa: 0.6753, kb_relative_information_score: 27531.9404, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8377, predictive_accuracy: 0.8377, prior_entropy: 1, recall: 0.8377, relative_absolute_error: 0.3247, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4029, root_relative_squared_error: 0.8058, usercpu_time_millis: 0.965, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8373, f_measure: 0.8373, kappa: 0.6746, kb_relative_information_score: 27501.9403, mean_absolute_error: 0.1627, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8373, predictive_accuracy: 0.8373, prior_entropy: 1, recall: 0.8373, relative_absolute_error: 0.3254, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4034, root_relative_squared_error: 0.8067, usercpu_time_millis: 8.322, usercpu_time_millis_testing: 0.32, usercpu_time_millis_training: 8.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.9153, kappa: 0.8306, kb_relative_information_score: 33861.9689, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9155, predictive_accuracy: 0.9153, prior_entropy: 1, recall: 0.9153, relative_absolute_error: 0.1694, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.291, root_relative_squared_error: 0.5821, usercpu_time_millis: 1620.982, usercpu_time_millis_testing: 143.338, usercpu_time_millis_training: 1477.644,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8666, f_measure: 0.8665, kappa: 0.7332, kb_relative_information_score: 29891.9511, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8676, predictive_accuracy: 0.8666, prior_entropy: 1, recall: 0.8666, relative_absolute_error: 0.2668, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3652, root_relative_squared_error: 0.7305, usercpu_time_millis: 586.312, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 586.268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8373, f_measure: 0.8373, kappa: 0.6746, kb_relative_information_score: 27501.9403, mean_absolute_error: 0.1627, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8373, predictive_accuracy: 0.8373, prior_entropy: 1, recall: 0.8373, relative_absolute_error: 0.3254, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4034, root_relative_squared_error: 0.8067, usercpu_time_millis: 7.774, usercpu_time_millis_testing: 0.139, usercpu_time_millis_training: 7.635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8967, kappa: 0.7935, kb_relative_information_score: 32347.9621, mean_absolute_error: 0.1033, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8968, predictive_accuracy: 0.8967, prior_entropy: 1, recall: 0.8967, relative_absolute_error: 0.2065, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.6427, usercpu_time_millis: 262.152, usercpu_time_millis_testing: 2.14, usercpu_time_millis_training: 260.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8333, f_measure: 0.8333, kappa: 0.6667, kb_relative_information_score: 27179.9389, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8334, predictive_accuracy: 0.8334, prior_entropy: 1, recall: 0.8334, relative_absolute_error: 0.3333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4082, root_relative_squared_error: 0.8165, usercpu_time_millis: 6.094, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 5.82,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, f_measure: 0.8332, kappa: 0.6664, kb_relative_information_score: 27167.9388, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8332, predictive_accuracy: 0.8332, prior_entropy: 1, recall: 0.8332, relative_absolute_error: 0.3336, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4084, root_relative_squared_error: 0.8168, usercpu_time_millis: 10.468, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 10.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.9304, kappa: 0.8609, kb_relative_information_score: 35095.9745, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9304, predictive_accuracy: 0.9304, prior_entropy: 1, recall: 0.9304, relative_absolute_error: 0.1391, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2638, root_relative_squared_error: 0.5275, usercpu_time_millis: 537.477, usercpu_time_millis_testing: 12.73, usercpu_time_millis_training: 524.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.8965, kappa: 0.7931, kb_relative_information_score: 32331.962, mean_absolute_error: 0.1035, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8965, predictive_accuracy: 0.8965, prior_entropy: 1, recall: 0.8965, relative_absolute_error: 0.2069, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.6433, usercpu_time_millis: 115.718, usercpu_time_millis_testing: 1.281, usercpu_time_millis_training: 114.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.9306, kappa: 0.8613, kb_relative_information_score: 35115.9746, mean_absolute_error: 0.0693, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9317, predictive_accuracy: 0.9307, prior_entropy: 1, recall: 0.9307, relative_absolute_error: 0.1386, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2633, root_relative_squared_error: 0.5266, usercpu_time_millis: 78.063, usercpu_time_millis_testing: 0.375, usercpu_time_millis_training: 77.688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8373, f_measure: 0.8373, kappa: 0.6747, kb_relative_information_score: 27505.9403, mean_absolute_error: 0.1627, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8373, predictive_accuracy: 0.8373, prior_entropy: 1, recall: 0.8373, relative_absolute_error: 0.3253, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4033, root_relative_squared_error: 0.8066, usercpu_time_millis: 1.191, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 1.169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.9303, kappa: 0.8606, kb_relative_information_score: 35085.9744, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9304, predictive_accuracy: 0.9303, prior_entropy: 1, recall: 0.9303, relative_absolute_error: 0.1394, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.264, root_relative_squared_error: 0.528, usercpu_time_millis: 362.602, usercpu_time_millis_testing: 22.952, usercpu_time_millis_training: 339.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8379, f_measure: 0.8379, kappa: 0.6757, kb_relative_information_score: 27547.9405, mean_absolute_error: 0.1621, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8379, predictive_accuracy: 0.8379, prior_entropy: 1, recall: 0.8379, relative_absolute_error: 0.3243, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4027, root_relative_squared_error: 0.8053, usercpu_time_millis: 244.385, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 244.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9298, f_measure: 0.9298, kappa: 0.8596, kb_relative_information_score: 35045.9742, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9298, predictive_accuracy: 0.9298, prior_entropy: 1, recall: 0.9298, relative_absolute_error: 0.1404, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2649, root_relative_squared_error: 0.5298, usercpu_time_millis: 522.925, usercpu_time_millis_testing: 34.968, usercpu_time_millis_training: 487.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.9303, kappa: 0.8606, kb_relative_information_score: 35083.9744, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9303, predictive_accuracy: 0.9303, prior_entropy: 1, recall: 0.9303, relative_absolute_error: 0.1394, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.264, root_relative_squared_error: 0.5281, usercpu_time_millis: 40.372, usercpu_time_millis_testing: 0.087, usercpu_time_millis_training: 40.285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9318, f_measure: 0.9318, kappa: 0.8636, kb_relative_information_score: 35207.975, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9321, predictive_accuracy: 0.9318, prior_entropy: 1, recall: 0.9318, relative_absolute_error: 0.1364, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2611, root_relative_squared_error: 0.5223, usercpu_time_millis: 7.214, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 7.142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8025, f_measure: 0.8025, kappa: 0.605, kb_relative_information_score: 24665.9275, mean_absolute_error: 0.1975, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8025, predictive_accuracy: 0.8025, prior_entropy: 1, recall: 0.8025, relative_absolute_error: 0.395, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4444, root_relative_squared_error: 0.8888, usercpu_time_millis: 2.773, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 2.459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8069, f_measure: 0.8069, kappa: 0.6139, kb_relative_information_score: 25025.9292, mean_absolute_error: 0.1931, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8069, predictive_accuracy: 0.8069, prior_entropy: 1, recall: 0.8069, relative_absolute_error: 0.3861, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4394, root_relative_squared_error: 0.8788, usercpu_time_millis: 24.336, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 24.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.9281, kappa: 0.8562, kb_relative_information_score: 34905.9736, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9283, predictive_accuracy: 0.9281, prior_entropy: 1, recall: 0.9281, relative_absolute_error: 0.1438, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2681, root_relative_squared_error: 0.5363, usercpu_time_millis: 56.044, usercpu_time_millis_testing: 0.454, usercpu_time_millis_training: 55.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8379, f_measure: 0.8379, kappa: 0.6759, kb_relative_information_score: 27553.9405, mean_absolute_error: 0.1621, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8379, predictive_accuracy: 0.8379, prior_entropy: 1, recall: 0.8379, relative_absolute_error: 0.3241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.8051, usercpu_time_millis: 7.834, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 7.77,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8967, kappa: 0.7935, kb_relative_information_score: 32347.9621, mean_absolute_error: 0.1033, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8968, predictive_accuracy: 0.8967, prior_entropy: 1, recall: 0.8967, relative_absolute_error: 0.2065, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.6427, usercpu_time_millis: 4.451, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 4.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, f_measure: 0.9316, kappa: 0.8632, kb_relative_information_score: 35189.9749, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9316, predictive_accuracy: 0.9316, prior_entropy: 1, recall: 0.9316, relative_absolute_error: 0.1368, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2616, root_relative_squared_error: 0.5231, usercpu_time_millis: 358.342, usercpu_time_millis_testing: 2.776, usercpu_time_millis_training: 355.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.8798, kappa: 0.7598, kb_relative_information_score: 30975.9559, mean_absolute_error: 0.1201, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8808, predictive_accuracy: 0.8799, prior_entropy: 1, recall: 0.8799, relative_absolute_error: 0.2402, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3465, root_relative_squared_error: 0.6931, usercpu_time_millis: 1781.195, usercpu_time_millis_testing: 0.217, usercpu_time_millis_training: 1780.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.9317, kappa: 0.8634, kb_relative_information_score: 35197.9749, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9317, predictive_accuracy: 0.9317, prior_entropy: 1, recall: 0.9317, relative_absolute_error: 0.1366, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2614, root_relative_squared_error: 0.5227, usercpu_time_millis: 246.653, usercpu_time_millis_testing: 8.483, usercpu_time_millis_training: 238.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9208, f_measure: 0.9208, kappa: 0.8416, kb_relative_information_score: 34311.9709, mean_absolute_error: 0.0792, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9208, predictive_accuracy: 0.9208, prior_entropy: 1, recall: 0.9208, relative_absolute_error: 0.1584, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2814, root_relative_squared_error: 0.5628, usercpu_time_millis: 117.317, usercpu_time_millis_testing: 1.033, usercpu_time_millis_training: 116.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.929, kappa: 0.858, kb_relative_information_score: 34977.9739, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.929, predictive_accuracy: 0.929, prior_entropy: 1, recall: 0.929, relative_absolute_error: 0.142, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.533, usercpu_time_millis: 2.098, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 2.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8659, f_measure: 0.8655, kappa: 0.732, kb_relative_information_score: 29845.9508, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8714, predictive_accuracy: 0.866, prior_entropy: 1, recall: 0.866, relative_absolute_error: 0.2679, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.366, root_relative_squared_error: 0.732, usercpu_time_millis: 10.667, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 10.63,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.9314, kappa: 0.8627, kb_relative_information_score: 35171.9748, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9314, predictive_accuracy: 0.9314, prior_entropy: 1, recall: 0.9314, relative_absolute_error: 0.1373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.262, root_relative_squared_error: 0.524, usercpu_time_millis: 7.695, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 7.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9198, f_measure: 0.9198, kappa: 0.8395, kb_relative_information_score: 34225.9706, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9198, predictive_accuracy: 0.9198, prior_entropy: 1, recall: 0.9198, relative_absolute_error: 0.1605, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2833, root_relative_squared_error: 0.5665, usercpu_time_millis: 6008.746, usercpu_time_millis_testing: 1792.955, usercpu_time_millis_training: 4215.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.9314, kappa: 0.8627, kb_relative_information_score: 35171.9748, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9314, predictive_accuracy: 0.9314, prior_entropy: 1, recall: 0.9314, relative_absolute_error: 0.1373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.262, root_relative_squared_error: 0.524, usercpu_time_millis: 15749.84, usercpu_time_millis_testing: 4688.897, usercpu_time_millis_training: 11060.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.93, kappa: 0.8601, kb_relative_information_score: 30465.1804, mean_absolute_error: 0.1404, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.93, predictive_accuracy: 0.93, prior_entropy: 1, recall: 0.93, relative_absolute_error: 0.2807, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2351, root_relative_squared_error: 0.4702, scimark_benchmark: 851.2074, usercpu_time_millis: 21600, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 21560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9165, kappa: 0.833, kb_relative_information_score: 27682.5212, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9167, predictive_accuracy: 0.9165, prior_entropy: 1, recall: 0.9165, relative_absolute_error: 0.3545, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2574, root_relative_squared_error: 0.5147, scimark_benchmark: 972.587, usercpu_time_millis: 6610, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 6570,

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