OpenML
Supervised Classification on mc1

Supervised Classification on mc1

Task 3907 Supervised Classification mc1 549 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • mythbusting_1 study_1 study_107 study_15 study_20 study_41 study_7 under100k under1m
Issue #Downvotes for this reason By


Metric:

549 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.9936, kappa: 0.477, kb_relative_information_score: -13190.7769, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.994, predictive_accuracy: 0.9947, prior_entropy: 0.0622, recall: 0.9947, relative_absolute_error: 0.5931, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0693, root_relative_squared_error: 0.8203, scimark_benchmark: 941.7954, usercpu_time_millis: 14470, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 14460,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9508, f_measure: 0.9932, kappa: 0.4327, kb_relative_information_score: -18702.9713, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9938, predictive_accuracy: 0.9945, prior_entropy: 0.0622, recall: 0.9945, relative_absolute_error: 0.664, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0716, root_relative_squared_error: 0.8483, scimark_benchmark: 943.2817, usercpu_time_millis: 5370, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 5360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, f_measure: 0.993, kappa: 0.4155, kb_relative_information_score: -24031.1995, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9936, predictive_accuracy: 0.9944, prior_entropy: 0.0622, recall: 0.9944, relative_absolute_error: 0.7193, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0729, root_relative_squared_error: 0.8629, scimark_benchmark: 911.0478, usercpu_time_millis: 3200, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 3190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9363, f_measure: 0.9928, kappa: 0.3979, kb_relative_information_score: -26904.9045, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9934, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.7586, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0741, root_relative_squared_error: 0.8773, scimark_benchmark: 945.6434, usercpu_time_millis: 1580, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1570,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.9918, kappa: 0.2873, kb_relative_information_score: -29558.8797, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9927, predictive_accuracy: 0.9938, prior_entropy: 0.0622, recall: 0.9938, relative_absolute_error: 0.8172, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0754, root_relative_squared_error: 0.8933, scimark_benchmark: 943.2817, usercpu_time_millis: 690, usercpu_time_millis_training: 690,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4881, f_measure: 0.9892, kb_relative_information_score: -619.2311, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9857, predictive_accuracy: 0.9928, prior_entropy: 0.0622, recall: 0.9928, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0845, root_relative_squared_error: 1, scimark_benchmark: 943.2817, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8915, f_measure: 0.9913, kappa: 0.2856, kb_relative_information_score: -29599.8156, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9906, predictive_accuracy: 0.9927, prior_entropy: 0.0622, recall: 0.9927, relative_absolute_error: 0.8578, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0796, root_relative_squared_error: 0.9429, scimark_benchmark: 929.566, usercpu_time_millis: 1400, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9093, f_measure: 0.9892, kb_relative_information_score: -48730.1557, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9857, predictive_accuracy: 0.9928, prior_entropy: 0.0622, recall: 0.9928, relative_absolute_error: 1.0712, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.084, root_relative_squared_error: 0.9943, scimark_benchmark: 932.3943, usercpu_time_millis: 260, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.9949, kappa: 0.6034, kb_relative_information_score: -4636.2553, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9949, predictive_accuracy: 0.9955, prior_entropy: 0.0622, recall: 0.9955, relative_absolute_error: 0.4691, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0633, root_relative_squared_error: 0.75, scimark_benchmark: 930.32, usercpu_time_millis: 410, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 390,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7999, f_measure: 0.9899, kappa: 0.1508, kb_relative_information_score: -64358.7137, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9886, predictive_accuracy: 0.9919, prior_entropy: 0.0622, recall: 0.9919, relative_absolute_error: 1.1688, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0853, root_relative_squared_error: 1.0103, scimark_benchmark: 932.3943, usercpu_time_millis: 350, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9238, f_measure: 0.9918, kappa: 0.2873, kb_relative_information_score: -29204.8084, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9927, predictive_accuracy: 0.9938, prior_entropy: 0.0622, recall: 0.9938, relative_absolute_error: 0.8273, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0755, root_relative_squared_error: 0.8946, scimark_benchmark: 932.3943, usercpu_time_millis: 730, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9892, kb_relative_information_score: 1582.342, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9857, predictive_accuracy: 0.9928, prior_entropy: 0.0622, recall: 0.9928, relative_absolute_error: 0.5, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0848, root_relative_squared_error: 1.0036, scimark_benchmark: 901.0726, usercpu_time_millis: 60, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7328, f_measure: 0.9926, kappa: 0.3933, kb_relative_information_score: -9918.5773, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9925, predictive_accuracy: 0.9939, prior_entropy: 0.0622, recall: 0.9939, relative_absolute_error: 0.7093, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0772, root_relative_squared_error: 0.9136, scimark_benchmark: 904.3001, usercpu_time_millis: 470, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 410,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7212, f_measure: 0.9929, kappa: 0.4187, kb_relative_information_score: -64456.4243, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9931, predictive_accuracy: 0.9942, prior_entropy: 0.0622, recall: 0.9942, relative_absolute_error: 1.0576, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0748, root_relative_squared_error: 0.8862, scimark_benchmark: 935.8834, usercpu_time_millis: 67070, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 67050,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.9892, kb_relative_information_score: -47274.5028, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9857, predictive_accuracy: 0.9928, prior_entropy: 0.0622, recall: 0.9928, relative_absolute_error: 0.9454, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0818, root_relative_squared_error: 0.9685, scimark_benchmark: 917.7039, usercpu_time_millis: 70, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8674, f_measure: 0.9948, kappa: 0.5978, kb_relative_information_score: 69.4188, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9948, predictive_accuracy: 0.9954, prior_entropy: 0.0622, recall: 0.9954, relative_absolute_error: 0.4105, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.068, root_relative_squared_error: 0.8052, scimark_benchmark: 935.8834, usercpu_time_millis: 20820, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 20680,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8676, f_measure: 0.9947, kappa: 0.5849, kb_relative_information_score: 79.7545, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9946, predictive_accuracy: 0.9952, prior_entropy: 0.0622, recall: 0.9952, relative_absolute_error: 0.4102, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0679, root_relative_squared_error: 0.8043, scimark_benchmark: 940.2751, usercpu_time_millis: 41420, usercpu_time_millis_testing: 270, usercpu_time_millis_training: 41150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8884, f_measure: 0.995, kappa: 0.609, kb_relative_information_score: 206.6021, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9951, predictive_accuracy: 0.9956, prior_entropy: 0.0622, recall: 0.9956, relative_absolute_error: 0.3979, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.7768, scimark_benchmark: 925.6681, usercpu_time_millis: 23590, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 23580,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3679, f_measure: 0.8659, kappa: -0.0113, kb_relative_information_score: -276367.6231, mean_absolute_error: 0.2362, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9841, predictive_accuracy: 0.7734, prior_entropy: 0.0622, recall: 0.7734, relative_absolute_error: 16.4405, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.475, root_relative_squared_error: 5.624, scimark_benchmark: 947.0793, usercpu_time_millis: 1460, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.923, f_measure: 0.9928, kappa: 0.4098, kb_relative_information_score: -4885.1331, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9927, predictive_accuracy: 0.994, prior_entropy: 0.0622, recall: 0.994, relative_absolute_error: 0.5285, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0723, root_relative_squared_error: 0.8565, scimark_benchmark: 935.8986, usercpu_time_millis: 13430, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 13360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9487, f_measure: 0.9903, kappa: 0.3487, kb_relative_information_score: -20797.7321, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9907, predictive_accuracy: 0.99, prior_entropy: 0.0622, recall: 0.99, relative_absolute_error: 0.8687, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0885, root_relative_squared_error: 1.0483, scimark_benchmark: 923.9763, usercpu_time_millis: 5830, usercpu_time_millis_testing: 4870, usercpu_time_millis_training: 960,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9892, kb_relative_information_score: 1582.342, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9857, predictive_accuracy: 0.9928, prior_entropy: 0.0622, recall: 0.9928, relative_absolute_error: 0.5, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0848, root_relative_squared_error: 1.0036, scimark_benchmark: 947.0793, usercpu_time_millis: 7270, usercpu_time_millis_testing: 1620, usercpu_time_millis_training: 5650,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9892, kb_relative_information_score: 1582.342, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9857, predictive_accuracy: 0.9928, prior_entropy: 0.0622, recall: 0.9928, relative_absolute_error: 0.5, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0848, root_relative_squared_error: 1.0036, scimark_benchmark: 947.0793, usercpu_time_millis: 1350, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9239, build_cpu_time: 167575.4561, build_memory: 318811033.2111, f_measure: 0.9939, kappa: 0.5126, kb_relative_information_score: -658.3938, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9941, predictive_accuracy: 0.9948, prior_entropy: 0.0622, recall: 0.9948, relative_absolute_error: 0.4553, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0692, root_relative_squared_error: 0.8193, scimark_benchmark: 943.4039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, build_cpu_time: 136.8729, build_memory: 531139676.5383, f_measure: 0.9892, kappa: 0.0254, kb_relative_information_score: -45199.1882, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9868, predictive_accuracy: 0.9923, prior_entropy: 0.0622, recall: 0.9923, relative_absolute_error: 0.9874, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0825, root_relative_squared_error: 0.9763, scimark_benchmark: 944.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9269, build_cpu_time: 109.0507, build_memory: 1123836536.082, f_measure: 0.9892, kappa: 0.0254, kb_relative_information_score: -45303.7471, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9868, predictive_accuracy: 0.9923, prior_entropy: 0.0622, recall: 0.9923, relative_absolute_error: 0.9886, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0824, root_relative_squared_error: 0.9763, scimark_benchmark: 874.2668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9263, build_cpu_time: 95.5703, build_memory: 743746662.7188, f_measure: 0.9892, kappa: 0.0254, kb_relative_information_score: -45764.6103, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9868, predictive_accuracy: 0.9923, prior_entropy: 0.0622, recall: 0.9923, relative_absolute_error: 0.9936, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0826, root_relative_squared_error: 0.9785, scimark_benchmark: 938.8409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9257, build_cpu_time: 55.4636, build_memory: 810315867.0442, f_measure: 0.9893, kappa: 0.027, kb_relative_information_score: -47559.8802, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9876, predictive_accuracy: 0.9926, prior_entropy: 0.0622, recall: 0.9926, relative_absolute_error: 1.0187, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.083, root_relative_squared_error: 0.9833, scimark_benchmark: 943.1873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.936, build_cpu_time: 1.4101, build_memory: 577733181.4486, f_measure: 0.994, kappa: 0.5178, kb_relative_information_score: -2051.3999, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9942, predictive_accuracy: 0.9949, prior_entropy: 0.0622, recall: 0.9949, relative_absolute_error: 0.4647, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.07, root_relative_squared_error: 0.8294, scimark_benchmark: 936.5273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, build_cpu_time: 2.9698, build_memory: 98675755.6315, f_measure: 0.994, kappa: 0.5134, kb_relative_information_score: -907.9623, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9945, predictive_accuracy: 0.995, prior_entropy: 0.0622, recall: 0.995, relative_absolute_error: 0.4482, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.07, root_relative_squared_error: 0.8295, scimark_benchmark: 935.8685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, build_cpu_time: 2.999, build_memory: 691035524.6026, f_measure: 0.9942, kappa: 0.5285, kb_relative_information_score: -933.6344, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9946, predictive_accuracy: 0.9951, prior_entropy: 0.0622, recall: 0.9951, relative_absolute_error: 0.4449, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0696, root_relative_squared_error: 0.8241, scimark_benchmark: 936.5273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, build_cpu_time: 2.8308, build_memory: 100815009.7207, f_measure: 0.9942, kappa: 0.5285, kb_relative_information_score: -933.6344, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9946, predictive_accuracy: 0.9951, prior_entropy: 0.0622, recall: 0.9951, relative_absolute_error: 0.4449, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0696, root_relative_squared_error: 0.8241, scimark_benchmark: 926.9332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, build_cpu_time: 3.621, build_memory: 302305363.1659, f_measure: 0.9942, kappa: 0.5285, kb_relative_information_score: -933.6344, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9946, predictive_accuracy: 0.9951, prior_entropy: 0.0622, recall: 0.9951, relative_absolute_error: 0.4449, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0696, root_relative_squared_error: 0.8241, scimark_benchmark: 943.1873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8574, build_cpu_time: 7.374, build_memory: 699857376.1809, f_measure: 0.9948, kappa: 0.5978, kb_relative_information_score: 460.2858, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9948, predictive_accuracy: 0.9954, prior_entropy: 0.0622, recall: 0.9954, relative_absolute_error: 0.3986, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0668, root_relative_squared_error: 0.7915, scimark_benchmark: 939.8609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8574, build_cpu_time: 3.4114, build_memory: 832972579.1481, f_measure: 0.9948, kappa: 0.5978, kb_relative_information_score: 447.3767, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9948, predictive_accuracy: 0.9954, prior_entropy: 0.0622, recall: 0.9954, relative_absolute_error: 0.3988, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0669, root_relative_squared_error: 0.7918, scimark_benchmark: 941.8828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8501, build_cpu_time: 1.9461, build_memory: 2061293693.2795, f_measure: 0.9948, kappa: 0.5978, kb_relative_information_score: 447.5013, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9948, predictive_accuracy: 0.9954, prior_entropy: 0.0622, recall: 0.9954, relative_absolute_error: 0.3982, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0666, root_relative_squared_error: 0.7889, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8499, build_cpu_time: 0.948, build_memory: 2512984668.8654, f_measure: 0.9948, kappa: 0.5978, kb_relative_information_score: 357.5223, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9948, predictive_accuracy: 0.9954, prior_entropy: 0.0622, recall: 0.9954, relative_absolute_error: 0.4008, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0665, root_relative_squared_error: 0.7873, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8496, build_cpu_time: 0.4641, build_memory: 1532631696.8519, f_measure: 0.9951, kappa: 0.6229, kb_relative_information_score: 330.2619, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9951, predictive_accuracy: 0.9956, prior_entropy: 0.0622, recall: 0.9956, relative_absolute_error: 0.3982, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0659, root_relative_squared_error: 0.7801, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8129, build_cpu_time: 12.7566, build_memory: 838057420.4741, f_measure: 0.9945, kappa: 0.561, kb_relative_information_score: -9.8884, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9947, predictive_accuracy: 0.9952, prior_entropy: 0.0622, recall: 0.9952, relative_absolute_error: 0.4167, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0693, root_relative_squared_error: 0.8207, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9559, build_cpu_time: 42032.8592, build_memory: 246038449.5314, f_measure: 0.9931, kappa: 0.4202, kb_relative_information_score: -7190.0165, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9939, predictive_accuracy: 0.9945, prior_entropy: 0.0622, recall: 0.9945, relative_absolute_error: 0.5438, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.072, root_relative_squared_error: 0.8527, scimark_benchmark: 939.9709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.82, build_cpu_time: 23.2833, build_memory: 1523024562.0638, f_measure: 0.9945, kappa: 0.561, kb_relative_information_score: 50.9191, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9947, predictive_accuracy: 0.9952, prior_entropy: 0.0622, recall: 0.9952, relative_absolute_error: 0.4122, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0692, root_relative_squared_error: 0.8191, scimark_benchmark: 943.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8272, build_cpu_time: 39.4618, build_memory: 1409844261.1984, f_measure: 0.9945, kappa: 0.561, kb_relative_information_score: 121.224, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9947, predictive_accuracy: 0.9952, prior_entropy: 0.0622, recall: 0.9952, relative_absolute_error: 0.4127, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0692, root_relative_squared_error: 0.8193, scimark_benchmark: 945.5885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8273, build_cpu_time: 73.2347, build_memory: 1009636099.1845, f_measure: 0.9945, kappa: 0.561, kb_relative_information_score: 311.6448, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9947, predictive_accuracy: 0.9952, prior_entropy: 0.0622, recall: 0.9952, relative_absolute_error: 0.4102, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0687, root_relative_squared_error: 0.8133, scimark_benchmark: 940.5537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, build_cpu_time: 21300.1572, build_memory: 69552182.6436, f_measure: 0.9928, kappa: 0.3979, kb_relative_information_score: -16955.7575, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9934, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.6584, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0746, root_relative_squared_error: 0.8836, scimark_benchmark: 946.4503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9371, build_cpu_time: 10862.9086, build_memory: 245398203.0509, f_measure: 0.9901, kappa: 0.1071, kb_relative_information_score: -32119.8982, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9909, predictive_accuracy: 0.993, prior_entropy: 0.0622, recall: 0.993, relative_absolute_error: 0.8764, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0789, root_relative_squared_error: 0.9343, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8275, build_cpu_time: 135.6158, build_memory: 1297625998.3782, f_measure: 0.9945, kappa: 0.561, kb_relative_information_score: 427.6082, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9947, predictive_accuracy: 0.9952, prior_entropy: 0.0622, recall: 0.9952, relative_absolute_error: 0.406, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0679, root_relative_squared_error: 0.8038, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8633, build_cpu_time: 8.8574, build_memory: 786626117.1485, f_measure: 0.9945, kappa: 0.558, kb_relative_information_score: -5.933, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9949, predictive_accuracy: 0.9954, prior_entropy: 0.0622, recall: 0.9954, relative_absolute_error: 0.407, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0684, root_relative_squared_error: 0.8097, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, build_cpu_time: 4.0994, build_memory: 948630359.6003, f_measure: 0.9945, kappa: 0.558, kb_relative_information_score: -24.6542, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9949, predictive_accuracy: 0.9954, prior_entropy: 0.0622, recall: 0.9954, relative_absolute_error: 0.4078, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0683, root_relative_squared_error: 0.809, scimark_benchmark: 939.0159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8861, build_cpu_time: 1.8909, build_memory: 940086431.3053, f_measure: 0.9945, kappa: 0.558, kb_relative_information_score: -148.6752, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9949, predictive_accuracy: 0.9954, prior_entropy: 0.0622, recall: 0.9954, relative_absolute_error: 0.4116, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0683, root_relative_squared_error: 0.8086, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, build_cpu_time: 1.0236, build_memory: 1382545990.7771, f_measure: 0.9945, kappa: 0.558, kb_relative_information_score: -171.0569, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9949, predictive_accuracy: 0.9954, prior_entropy: 0.0622, recall: 0.9954, relative_absolute_error: 0.4147, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0684, root_relative_squared_error: 0.8098, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8848, build_cpu_time: 0.5274, build_memory: 589988492.7361, f_measure: 0.9942, kappa: 0.5285, kb_relative_information_score: -468.0056, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9946, predictive_accuracy: 0.9951, prior_entropy: 0.0622, recall: 0.9951, relative_absolute_error: 0.4292, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0689, root_relative_squared_error: 0.8153, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8509, build_cpu_time: 1.5298, build_memory: 1127525567.7025, f_measure: 0.9648, kappa: 0.1219, kb_relative_information_score: -448458.5171, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9903, predictive_accuracy: 0.9436, prior_entropy: 0.0622, recall: 0.9436, relative_absolute_error: 7.4606, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.2286, root_relative_squared_error: 2.7071, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8509, build_cpu_time: 1.5577, build_memory: 264748146.2768, f_measure: 0.9648, kappa: 0.1219, kb_relative_information_score: -448458.5171, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9903, predictive_accuracy: 0.9436, prior_entropy: 0.0622, recall: 0.9436, relative_absolute_error: 7.4606, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.2286, root_relative_squared_error: 2.7071, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8509, build_cpu_time: 1.5757, build_memory: 666752061.5762, f_measure: 0.9648, kappa: 0.1219, kb_relative_information_score: -448458.5171, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9903, predictive_accuracy: 0.9436, prior_entropy: 0.0622, recall: 0.9436, relative_absolute_error: 7.4606, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.2286, root_relative_squared_error: 2.7071, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8509, build_cpu_time: 1.5861, build_memory: 1028326361.6827, f_measure: 0.9648, kappa: 0.1219, kb_relative_information_score: -448458.5171, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9903, predictive_accuracy: 0.9436, prior_entropy: 0.0622, recall: 0.9436, relative_absolute_error: 7.4606, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.2286, root_relative_squared_error: 2.7071, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8509, build_cpu_time: 1.5182, build_memory: 889763162.4661, f_measure: 0.9648, kappa: 0.1219, kb_relative_information_score: -448458.5171, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9903, predictive_accuracy: 0.9436, prior_entropy: 0.0622, recall: 0.9436, relative_absolute_error: 7.4606, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.2286, root_relative_squared_error: 2.7071, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, build_cpu_time: 1203.3883, build_memory: 128334599.5335, f_measure: 0.9951, kappa: 0.6148, kb_relative_information_score: 360.9614, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9952, predictive_accuracy: 0.9957, prior_entropy: 0.0622, recall: 0.9957, relative_absolute_error: 0.3902, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0655, root_relative_squared_error: 0.7761, scimark_benchmark: 937.9522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, build_cpu_time: 1215.3857, build_memory: 187261508.3144, f_measure: 0.9951, kappa: 0.6148, kb_relative_information_score: 356.824, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9952, predictive_accuracy: 0.9957, prior_entropy: 0.0622, recall: 0.9957, relative_absolute_error: 0.3905, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.7765, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8545, build_cpu_time: 804.3408, build_memory: 1897234464.3837, f_measure: 0.9951, kappa: 0.6148, kb_relative_information_score: 331.5428, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9952, predictive_accuracy: 0.9957, prior_entropy: 0.0622, recall: 0.9957, relative_absolute_error: 0.3918, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.777, scimark_benchmark: 931.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8539, build_cpu_time: 429.5074, build_memory: 114739646.0418, f_measure: 0.9951, kappa: 0.6148, kb_relative_information_score: 399.2816, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9952, predictive_accuracy: 0.9957, prior_entropy: 0.0622, recall: 0.9957, relative_absolute_error: 0.3894, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0652, root_relative_squared_error: 0.7718, scimark_benchmark: 941.4057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8597, build_cpu_time: 247.4814, build_memory: 1241252571.334, f_measure: 0.9951, kappa: 0.6148, kb_relative_information_score: 197.0027, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9952, predictive_accuracy: 0.9957, prior_entropy: 0.0622, recall: 0.9957, relative_absolute_error: 0.3956, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0652, root_relative_squared_error: 0.7726, scimark_benchmark: 924.6733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9383, build_cpu_time: 34.9427, build_memory: 214233623.4904, f_measure: 0.9937, kappa: 0.4927, kb_relative_information_score: -2442.3722, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9937, predictive_accuracy: 0.9946, prior_entropy: 0.0622, recall: 0.9946, relative_absolute_error: 0.4739, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.069, root_relative_squared_error: 0.8171, scimark_benchmark: 939.6298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, build_cpu_time: 144.1448, build_memory: 508494670.33, f_measure: 0.9947, kappa: 0.5828, kb_relative_information_score: 321.5736, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9948, predictive_accuracy: 0.9954, prior_entropy: 0.0622, recall: 0.9954, relative_absolute_error: 0.403, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0655, root_relative_squared_error: 0.776, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7917, build_cpu_time: 3486.9285, build_memory: 366440667.1684, f_measure: 0.995, kappa: 0.6184, kb_relative_information_score: 49.5269, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9948, predictive_accuracy: 0.9954, prior_entropy: 0.0622, recall: 0.9954, relative_absolute_error: 0.4086, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0687, root_relative_squared_error: 0.814, scimark_benchmark: 924.6733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, build_cpu_time: 432.6728, build_memory: 682845618.1627, f_measure: 0.9948, kappa: 0.5884, kb_relative_information_score: 351.7758, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9949, predictive_accuracy: 0.9955, prior_entropy: 0.0622, recall: 0.9955, relative_absolute_error: 0.3942, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0655, root_relative_squared_error: 0.7753, scimark_benchmark: 937.5625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7917, build_cpu_time: 1735.1141, build_memory: 281086151.4735, f_measure: 0.995, kappa: 0.6184, kb_relative_information_score: 50.0878, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9948, predictive_accuracy: 0.9954, prior_entropy: 0.0622, recall: 0.9954, relative_absolute_error: 0.4086, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0687, root_relative_squared_error: 0.814, scimark_benchmark: 923.8078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, build_cpu_time: 7.758, build_memory: 644706668.098, f_measure: 0.9932, kappa: 0.4529, kb_relative_information_score: -1748.4233, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9931, predictive_accuracy: 0.9942, prior_entropy: 0.0622, recall: 0.9942, relative_absolute_error: 0.4752, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0709, root_relative_squared_error: 0.84, scimark_benchmark: 890.3066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, build_cpu_time: 7.1476, build_memory: 746936675.1515, f_measure: 0.9932, kappa: 0.4529, kb_relative_information_score: -1748.4233, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9931, predictive_accuracy: 0.9942, prior_entropy: 0.0622, recall: 0.9942, relative_absolute_error: 0.4752, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0709, root_relative_squared_error: 0.84, scimark_benchmark: 893.4088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7917, build_cpu_time: 954.5462, build_memory: 269045771.9146, f_measure: 0.995, kappa: 0.6184, kb_relative_information_score: 59.0747, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9948, predictive_accuracy: 0.9954, prior_entropy: 0.0622, recall: 0.9954, relative_absolute_error: 0.4085, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0687, root_relative_squared_error: 0.814, scimark_benchmark: 922.3661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, build_cpu_time: 7.2784, build_memory: 857873957.9117, f_measure: 0.9932, kappa: 0.4529, kb_relative_information_score: -1748.4233, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9931, predictive_accuracy: 0.9942, prior_entropy: 0.0622, recall: 0.9942, relative_absolute_error: 0.4752, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0709, root_relative_squared_error: 0.84, scimark_benchmark: 917.4547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, build_cpu_time: 6.4717, build_memory: 1136892655.9366, f_measure: 0.9932, kappa: 0.4529, kb_relative_information_score: -1698.6703, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9931, predictive_accuracy: 0.9942, prior_entropy: 0.0622, recall: 0.9942, relative_absolute_error: 0.4755, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0714, root_relative_squared_error: 0.8459, scimark_benchmark: 939.6298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8789, build_cpu_time: 3.5372, build_memory: 1084472724.3237, f_measure: 0.9946, kappa: 0.5772, kb_relative_information_score: -195.1443, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9946, predictive_accuracy: 0.9952, prior_entropy: 0.0622, recall: 0.9952, relative_absolute_error: 0.4105, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0677, root_relative_squared_error: 0.8011, scimark_benchmark: 906.6607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, build_cpu_time: 5.7404, build_memory: 281430030.2599, f_measure: 0.9947, kappa: 0.5849, kb_relative_information_score: -8.093, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9946, predictive_accuracy: 0.9952, prior_entropy: 0.0622, recall: 0.9952, relative_absolute_error: 0.412, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0681, root_relative_squared_error: 0.8066, scimark_benchmark: 939.6298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, build_cpu_time: 12.4469, build_memory: 101123003.4633, f_measure: 0.9947, kappa: 0.5849, kb_relative_information_score: 23.7556, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9946, predictive_accuracy: 0.9952, prior_entropy: 0.0622, recall: 0.9952, relative_absolute_error: 0.4106, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.068, root_relative_squared_error: 0.8056, scimark_benchmark: 917.4547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8674, build_cpu_time: 17.5471, build_memory: 776551531.6822, f_measure: 0.9948, kappa: 0.5978, kb_relative_information_score: 69.4188, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9948, predictive_accuracy: 0.9954, prior_entropy: 0.0622, recall: 0.9954, relative_absolute_error: 0.4105, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.068, root_relative_squared_error: 0.8052, scimark_benchmark: 919.8064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8676, build_cpu_time: 31.3507, build_memory: 1448063429.6827, f_measure: 0.9947, kappa: 0.5849, kb_relative_information_score: 79.7545, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9946, predictive_accuracy: 0.9952, prior_entropy: 0.0622, recall: 0.9952, relative_absolute_error: 0.4102, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0679, root_relative_squared_error: 0.8043, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8884, build_cpu_time: 18.3675, build_memory: 2102259802.27, f_measure: 0.995, kappa: 0.609, kb_relative_information_score: 206.6021, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9951, predictive_accuracy: 0.9956, prior_entropy: 0.0622, recall: 0.9956, relative_absolute_error: 0.3979, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.7768, scimark_benchmark: 874.7324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3679, build_cpu_time: 0.9947, build_memory: 1371323896.3845, f_measure: 0.8659, kappa: -0.0113, kb_relative_information_score: -276367.6231, mean_absolute_error: 0.2362, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9841, predictive_accuracy: 0.7734, prior_entropy: 0.0622, recall: 0.7734, relative_absolute_error: 16.4405, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.475, root_relative_squared_error: 5.624, scimark_benchmark: 944.3832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.923, build_cpu_time: 15.892, build_memory: 803094540.7817, f_measure: 0.9928, kappa: 0.4098, kb_relative_information_score: -4885.1331, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9927, predictive_accuracy: 0.994, prior_entropy: 0.0622, recall: 0.994, relative_absolute_error: 0.5285, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0723, root_relative_squared_error: 0.8565, scimark_benchmark: 935.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9487, build_cpu_time: 0.8141, build_memory: 1392561014.0266, f_measure: 0.9903, kappa: 0.3487, kb_relative_information_score: -20797.7321, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9907, predictive_accuracy: 0.99, prior_entropy: 0.0622, recall: 0.99, relative_absolute_error: 0.8687, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0885, root_relative_squared_error: 1.0483, scimark_benchmark: 947.4397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9157, build_cpu_time: 2.0733, build_memory: 631902243.1109, f_measure: 0.9944, kappa: 0.5555, kb_relative_information_score: -14558.4653, mean_absolute_error: 0.0081, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9945, predictive_accuracy: 0.9951, prior_entropy: 0.0622, recall: 0.9951, relative_absolute_error: 0.5621, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0645, root_relative_squared_error: 0.7637, scimark_benchmark: 936.8525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6312, build_cpu_time: 0.8949, build_memory: 934098142.6216, f_measure: 0.9928, kappa: 0.4019, kb_relative_information_score: 2047.236, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9929, predictive_accuracy: 0.9941, prior_entropy: 0.0622, recall: 0.9941, relative_absolute_error: 0.698, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0757, root_relative_squared_error: 0.8962, scimark_benchmark: 932.1837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, build_cpu_time: 0.0035, build_memory: 115942376.0566, f_measure: 0.995, kappa: 0.6184, kb_relative_information_score: 47.3124, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9948, predictive_accuracy: 0.9954, prior_entropy: 0.0622, recall: 0.9954, relative_absolute_error: 0.4103, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0687, root_relative_squared_error: 0.8139, scimark_benchmark: 912.1058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 3.6184, build_memory: 490807887.3805, f_measure: 0.9892, kb_relative_information_score: 1582.342, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9857, predictive_accuracy: 0.9928, prior_entropy: 0.0622, recall: 0.9928, relative_absolute_error: 0.5, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0848, root_relative_squared_error: 1.0036, scimark_benchmark: 844.3635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 2.2088, build_memory: 465400413.1967, f_measure: 0.9892, kb_relative_information_score: 1582.342, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9857, predictive_accuracy: 0.9928, prior_entropy: 0.0622, recall: 0.9928, relative_absolute_error: 0.5, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0848, root_relative_squared_error: 1.0036, scimark_benchmark: 936.7073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 1.2754, build_memory: 310773244.3752, f_measure: 0.9892, kb_relative_information_score: 1582.342, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9857, predictive_accuracy: 0.9928, prior_entropy: 0.0622, recall: 0.9928, relative_absolute_error: 0.5, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0848, root_relative_squared_error: 1.0036, scimark_benchmark: 931.9838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, build_cpu_time: 0.7802, build_memory: 418627200.551, f_measure: 0.9925, kappa: 0.3891, kb_relative_information_score: -25214.488, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9924, predictive_accuracy: 0.9938, prior_entropy: 0.0622, recall: 0.9938, relative_absolute_error: 0.7992, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.9252, scimark_benchmark: 945.7844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.813, build_cpu_time: 0.0699, build_memory: 140881508.5088, f_measure: 0.9636, kappa: 0.1174, kb_relative_information_score: -58344.8965, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9903, predictive_accuracy: 0.9414, prior_entropy: 0.0622, recall: 0.9414, relative_absolute_error: 4.0961, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.2396, root_relative_squared_error: 2.8366, scimark_benchmark: 946.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9414, build_cpu_time: 1.025, build_memory: 842336270.2945, f_measure: 0.9927, kappa: 0.3844, kb_relative_information_score: -20924.0037, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9936, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.7332, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.072, root_relative_squared_error: 0.8523, scimark_benchmark: 933.0871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9414, build_cpu_time: 1.1296, build_memory: 827055734.7872, f_measure: 0.9927, kappa: 0.3844, kb_relative_information_score: -20924.0037, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9936, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.7332, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.072, root_relative_squared_error: 0.8523, scimark_benchmark: 943.0033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7328, build_cpu_time: 0.4252, build_memory: 620046282.8041, f_measure: 0.9926, kappa: 0.3933, kb_relative_information_score: -9918.5773, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9925, predictive_accuracy: 0.9939, prior_entropy: 0.0622, recall: 0.9939, relative_absolute_error: 0.7093, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0772, root_relative_squared_error: 0.9136, scimark_benchmark: 922.5645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7328, build_cpu_time: 0.3639, build_memory: 433012253.1367, f_measure: 0.9926, kappa: 0.3933, kb_relative_information_score: -9918.5773, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9925, predictive_accuracy: 0.9939, prior_entropy: 0.0622, recall: 0.9939, relative_absolute_error: 0.7093, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0772, root_relative_squared_error: 0.9136, scimark_benchmark: 938.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7328, build_cpu_time: 0.4042, build_memory: 518429319.1253, f_measure: 0.9926, kappa: 0.3933, kb_relative_information_score: -9918.5773, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9925, predictive_accuracy: 0.9939, prior_entropy: 0.0622, recall: 0.9939, relative_absolute_error: 0.7093, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0772, root_relative_squared_error: 0.9136, scimark_benchmark: 922.2602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4881, build_cpu_time: 0.0018, build_memory: 586090320.9372, f_measure: 0.9892, kb_relative_information_score: -619.2311, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9857, predictive_accuracy: 0.9928, prior_entropy: 0.0622, recall: 0.9928, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0845, root_relative_squared_error: 1, scimark_benchmark: 938.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.813, build_cpu_time: 0.091, build_memory: 130845254.3444, f_measure: 0.9636, kappa: 0.1174, kb_relative_information_score: -58344.8965, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9903, predictive_accuracy: 0.9414, prior_entropy: 0.0622, recall: 0.9414, relative_absolute_error: 4.0961, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.2396, root_relative_squared_error: 2.8366, scimark_benchmark: 945.6567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.813, build_cpu_time: 0.0723, build_memory: 408495222.1525, f_measure: 0.9636, kappa: 0.1174, kb_relative_information_score: -58344.8965, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9903, predictive_accuracy: 0.9414, prior_entropy: 0.0622, recall: 0.9414, relative_absolute_error: 4.0961, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.2396, root_relative_squared_error: 2.8366, scimark_benchmark: 946.9694,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.528, build_cpu_time: 0.0046, build_memory: 180105785.588, f_measure: 0.9504, kappa: 0.0096, kb_relative_information_score: -79445.6515, mean_absolute_error: 0.0821, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9862, predictive_accuracy: 0.9179, prior_entropy: 0.0622, recall: 0.9179, relative_absolute_error: 5.7135, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.2865, root_relative_squared_error: 3.3925, scimark_benchmark: 943.1371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.493, build_cpu_time: 0.3365, build_memory: 1098614437.4114, f_measure: 0.9822, kappa: -0.0096, kb_relative_information_score: -13503.2647, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9856, predictive_accuracy: 0.9789, prior_entropy: 0.0622, recall: 0.9789, relative_absolute_error: 1.4707, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.1454, root_relative_squared_error: 1.7212, scimark_benchmark: 939.7937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 13.9739, build_memory: 353460361.8914, f_measure: 0.9892, kb_relative_information_score: 1582.342, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.0144, number_of_instances: 9466, precision: 0.9857, predictive_accuracy: 0.9928, prior_entropy: 0.0622, recall: 0.9928, relative_absolute_error: 0.5, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0848, root_relative_squared_error: 1.0036, scimark_benchmark: 935.5532,

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