Task
Supervised Classification on prnn_fglass

Supervised Classification on prnn_fglass

Task 3815 Supervised Classification prnn_fglass 450 runs submitted
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  • study_1 study_107 study_123 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9112, build_cpu_time: 0.1258, build_memory: 441183384.7103, f_measure: 0.7576, kappa: 0.6748, kb_relative_information_score: 135.0641, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7631, predictive_accuracy: 0.7617, prior_entropy: 2.1997, recall: 0.7617, relative_absolute_error: 0.4789, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2429, root_relative_squared_error: 0.6931, scimark_benchmark: 927.4339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9112, build_cpu_time: 0.0986, build_memory: 119129197.3832, f_measure: 0.7576, kappa: 0.6748, kb_relative_information_score: 135.0641, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7631, predictive_accuracy: 0.7617, prior_entropy: 2.1997, recall: 0.7617, relative_absolute_error: 0.4789, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2429, root_relative_squared_error: 0.6931, scimark_benchmark: 937.0732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9112, build_cpu_time: 0.1413, build_memory: 49378176.0748, f_measure: 0.7576, kappa: 0.6748, kb_relative_information_score: 135.0641, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7631, predictive_accuracy: 0.7617, prior_entropy: 2.1997, recall: 0.7617, relative_absolute_error: 0.4789, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2429, root_relative_squared_error: 0.6931, scimark_benchmark: 897.8109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.839, f_measure: 0.6941, kappa: 0.5864, kb_relative_information_score: 123.3457, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6978, predictive_accuracy: 0.6963, prior_entropy: 2.1997, recall: 0.6963, relative_absolute_error: 0.5035, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.7966, scimark_benchmark: 1320.9387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.7218, kappa: 0.6494, kb_relative_information_score: 121.1616, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7801, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.5644, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.7349, scimark_benchmark: 1314.7093, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.6506, kappa: 0.5507, kb_relative_information_score: 118.9004, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6325, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.9287, scimark_benchmark: 1321.4771, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.7218, kappa: 0.6494, kb_relative_information_score: 121.1616, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7801, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.5644, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.7349, scimark_benchmark: 1337.7902, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.839, f_measure: 0.6941, kappa: 0.5864, kb_relative_information_score: 123.3457, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6978, predictive_accuracy: 0.6963, prior_entropy: 2.1997, recall: 0.6963, relative_absolute_error: 0.5035, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.7966, scimark_benchmark: 1344.0499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1314.1215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1322.7257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.7831, kappa: 0.7105, kb_relative_information_score: 137.0294, mean_absolute_error: 0.1162, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7841, predictive_accuracy: 0.7897, prior_entropy: 2.1997, recall: 0.7897, relative_absolute_error: 0.4716, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.6491, scimark_benchmark: 1322.7257, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.7218, kappa: 0.6494, kb_relative_information_score: 121.1616, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7801, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.5644, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.7349, scimark_benchmark: 1347.993, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1354.3488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.7218, kappa: 0.6494, kb_relative_information_score: 121.1616, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7801, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.5644, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.7349, scimark_benchmark: 1332.7986, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1309.2287, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1313.11, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1332.1612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, f_measure: 0.691, kappa: 0.6104, kb_relative_information_score: 131.1988, mean_absolute_error: 0.1175, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6865, predictive_accuracy: 0.715, prior_entropy: 2.1997, recall: 0.715, relative_absolute_error: 0.4768, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.7548, scimark_benchmark: 1313.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1346.4374, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, f_measure: 0.6595, kappa: 0.5565, kb_relative_information_score: 122.5153, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6595, predictive_accuracy: 0.6776, prior_entropy: 2.1997, recall: 0.6776, relative_absolute_error: 0.5056, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2741, root_relative_squared_error: 0.7823, scimark_benchmark: 1343.3311, usercpu_time_millis: 130, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.6506, kappa: 0.5507, kb_relative_information_score: 118.9004, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6325, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.9287, scimark_benchmark: 1342.8584, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1393.8432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.6506, kappa: 0.5507, kb_relative_information_score: 118.9004, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6325, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.9287, scimark_benchmark: 1303.5632, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1336.0954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.7831, kappa: 0.7105, kb_relative_information_score: 137.0294, mean_absolute_error: 0.1162, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7841, predictive_accuracy: 0.7897, prior_entropy: 2.1997, recall: 0.7897, relative_absolute_error: 0.4716, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.6491, scimark_benchmark: 1336.0954, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.7218, kappa: 0.6494, kb_relative_information_score: 121.1616, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7801, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.5644, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.7349, scimark_benchmark: 1313.8988, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1313.8988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1362.9924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.6506, kappa: 0.5507, kb_relative_information_score: 118.9004, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6325, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.9287, scimark_benchmark: 1324.8408, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, f_measure: 0.6595, kappa: 0.5565, kb_relative_information_score: 122.5153, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6595, predictive_accuracy: 0.6776, prior_entropy: 2.1997, recall: 0.6776, relative_absolute_error: 0.5056, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2741, root_relative_squared_error: 0.7823, scimark_benchmark: 1331.7953, usercpu_time_millis: 130, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1331.7953,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.839, f_measure: 0.6941, kappa: 0.5864, kb_relative_information_score: 123.3457, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6978, predictive_accuracy: 0.6963, prior_entropy: 2.1997, recall: 0.6963, relative_absolute_error: 0.5035, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.7966, scimark_benchmark: 1342.8584,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, f_measure: 0.691, kappa: 0.6104, kb_relative_information_score: 131.1988, mean_absolute_error: 0.1175, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6865, predictive_accuracy: 0.715, prior_entropy: 2.1997, recall: 0.715, relative_absolute_error: 0.4768, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.7548, scimark_benchmark: 1346.2927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.7218, kappa: 0.6494, kb_relative_information_score: 121.1616, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7801, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.5644, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.7349, scimark_benchmark: 1342.8584, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.807, f_measure: 0.7159, kappa: 0.6159, kb_relative_information_score: 137.3207, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7228, predictive_accuracy: 0.715, prior_entropy: 2.1997, recall: 0.715, relative_absolute_error: 0.3855, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3082, root_relative_squared_error: 0.8796, usercpu_time_millis: 2.066, usercpu_time_millis_testing: 0.8, usercpu_time_millis_training: 1.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7894, f_measure: 0.692, kappa: 0.5822, kb_relative_information_score: 130.449, mean_absolute_error: 0.1028, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6942, predictive_accuracy: 0.6916, prior_entropy: 2.1997, recall: 0.6916, relative_absolute_error: 0.4171, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3206, root_relative_squared_error: 0.915, usercpu_time_millis: 1.665, usercpu_time_millis_testing: 0.601, usercpu_time_millis_training: 1.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.682, f_measure: 0.5323, kappa: 0.3839, kb_relative_information_score: 90.6761, mean_absolute_error: 0.1449, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.5128, predictive_accuracy: 0.5654, prior_entropy: 2.1997, recall: 0.5654, relative_absolute_error: 0.5878, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3806, root_relative_squared_error: 1.0861, usercpu_time_millis: 0.08, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.2706, kappa: -0.0025, kb_relative_information_score: 27.0812, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.2325, predictive_accuracy: 0.3364, prior_entropy: 2.1997, recall: 0.3364, relative_absolute_error: 0.8974, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.4703, root_relative_squared_error: 1.3421, usercpu_time_millis: 0.111, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, f_measure: 0.2776, kappa: 0.0029, kb_relative_information_score: 28.6558, mean_absolute_error: 0.2181, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.2341, predictive_accuracy: 0.3458, prior_entropy: 2.1997, recall: 0.3458, relative_absolute_error: 0.8848, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.467, root_relative_squared_error: 1.3326, usercpu_time_millis: 5.36, usercpu_time_millis_testing: 0.489, usercpu_time_millis_training: 4.871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1861, kb_relative_information_score: 29.8629, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.1261, predictive_accuracy: 0.3551, prior_entropy: 2.1997, recall: 0.3551, relative_absolute_error: 0.8722, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.4636, root_relative_squared_error: 1.323, usercpu_time_millis: 0.197, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7757, f_measure: 0.6732, kappa: 0.5557, kb_relative_information_score: 122.4409, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6752, predictive_accuracy: 0.6776, prior_entropy: 2.1997, recall: 0.6776, relative_absolute_error: 0.4361, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3278, root_relative_squared_error: 0.9355, usercpu_time_millis: 0.573, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7797, f_measure: 0.678, kappa: 0.5815, kb_relative_information_score: 126.8341, mean_absolute_error: 0.0981, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6657, predictive_accuracy: 0.7056, prior_entropy: 2.1997, recall: 0.7056, relative_absolute_error: 0.3982, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3133, root_relative_squared_error: 0.8939, usercpu_time_millis: 0.175, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.6569, kappa: 0.5399, kb_relative_information_score: 117.0295, mean_absolute_error: 0.1106, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6509, predictive_accuracy: 0.6682, prior_entropy: 2.1997, recall: 0.6682, relative_absolute_error: 0.4487, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3326, root_relative_squared_error: 0.949, usercpu_time_millis: 0.714, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7212, f_measure: 0.5952, kappa: 0.459, kb_relative_information_score: 106.0066, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.5816, predictive_accuracy: 0.6122, prior_entropy: 2.1997, recall: 0.6122, relative_absolute_error: 0.5246, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3596, root_relative_squared_error: 1.026, usercpu_time_millis: 0.193, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7078, f_measure: 0.5717, kappa: 0.4353, kb_relative_information_score: 99.5313, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.5535, predictive_accuracy: 0.6028, prior_entropy: 2.1997, recall: 0.6028, relative_absolute_error: 0.5372, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3639, root_relative_squared_error: 1.0383, usercpu_time_millis: 0.457, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 0.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7304, f_measure: 0.6054, kappa: 0.4808, kb_relative_information_score: 112.3775, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.5867, predictive_accuracy: 0.6262, prior_entropy: 2.1997, recall: 0.6262, relative_absolute_error: 0.5056, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.353, root_relative_squared_error: 1.0073, usercpu_time_millis: 0.419, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5304, f_measure: 0.3129, kappa: 0.0695, kb_relative_information_score: 39.6189, mean_absolute_error: 0.2041, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.3754, predictive_accuracy: 0.3879, prior_entropy: 2.1997, recall: 0.3879, relative_absolute_error: 0.8279, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.4517, root_relative_squared_error: 1.289, usercpu_time_millis: 0.272, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7958, f_measure: 0.6965, kappa: 0.5936, kb_relative_information_score: 131.8119, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6983, predictive_accuracy: 0.7009, prior_entropy: 2.1997, recall: 0.7009, relative_absolute_error: 0.4045, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3157, root_relative_squared_error: 0.901, usercpu_time_millis: 1.866, usercpu_time_millis_testing: 0.662, usercpu_time_millis_training: 1.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8481, f_measure: 0.7805, kappa: 0.7079, kb_relative_information_score: 151.7174, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7886, predictive_accuracy: 0.7897, prior_entropy: 2.1997, recall: 0.7897, relative_absolute_error: 0.2844, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.7555, usercpu_time_millis: 2.561, usercpu_time_millis_testing: 0.259, usercpu_time_millis_training: 2.302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7039, f_measure: 0.5699, kappa: 0.4309, kb_relative_information_score: 102.3724, mean_absolute_error: 0.1355, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.5516, predictive_accuracy: 0.5935, prior_entropy: 2.1997, recall: 0.5935, relative_absolute_error: 0.5498, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3681, root_relative_squared_error: 1.0505, usercpu_time_millis: 0.143, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 0.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.8025, kappa: 0.7371, kb_relative_information_score: 158.4493, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.8018, predictive_accuracy: 0.8084, prior_entropy: 2.1997, recall: 0.8084, relative_absolute_error: 0.2591, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.7211, usercpu_time_millis: 329.863, usercpu_time_millis_testing: 4.496, usercpu_time_millis_training: 325.367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7457, f_measure: 0.6225, kappa: 0.4987, kb_relative_information_score: 110.7212, mean_absolute_error: 0.1199, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6125, predictive_accuracy: 0.6402, prior_entropy: 2.1997, recall: 0.6402, relative_absolute_error: 0.4866, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3463, root_relative_squared_error: 0.9883, usercpu_time_millis: 73.635, usercpu_time_millis_testing: 0.373, usercpu_time_millis_training: 73.262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7801, f_measure: 0.4815, kappa: 0.3267, kb_relative_information_score: 38.5246, mean_absolute_error: 0.2382, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.4867, predictive_accuracy: 0.528, prior_entropy: 2.1997, recall: 0.528, relative_absolute_error: 0.9665, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3327, root_relative_squared_error: 0.9493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.7951, kappa: 0.7292, kb_relative_information_score: 156.7516, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.795, predictive_accuracy: 0.8037, prior_entropy: 2.1997, recall: 0.8037, relative_absolute_error: 0.2654, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2558, root_relative_squared_error: 0.7299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.692, f_measure: 0.4611, kappa: 0.3286, kb_relative_information_score: 46.1471, mean_absolute_error: 0.2313, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.5144, predictive_accuracy: 0.4907, prior_entropy: 2.1997, recall: 0.4907, relative_absolute_error: 0.9384, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3599, root_relative_squared_error: 1.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8551, f_measure: 0.7901, kappa: 0.7212, kb_relative_information_score: 154.0914, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7946, predictive_accuracy: 0.7991, prior_entropy: 2.1997, recall: 0.7991, relative_absolute_error: 0.2718, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.7385, usercpu_time_millis: 11.422, usercpu_time_millis_testing: 2.679, usercpu_time_millis_training: 8.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7259, f_measure: 0.5966, kappa: 0.4703, kb_relative_information_score: 107.8982, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.5795, predictive_accuracy: 0.6215, prior_entropy: 2.1997, recall: 0.6215, relative_absolute_error: 0.5119, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3552, root_relative_squared_error: 1.0136, usercpu_time_millis: 13.752, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 13.701,

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