OpenML
Supervised Classification on Amazon_employee_access

Supervised Classification on Amazon_employee_access

Task 34539 Supervised Classification Amazon_employee_access 22125 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML100 study_123 study_14 study_218
Issue #Downvotes for this reason By


Metric:

22125 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7781, f_measure: 0.922, kappa: 0.1396, kb_relative_information_score: -2570.4673, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9166, predictive_accuracy: 0.94, prior_entropy: 0.3191, recall: 0.94, relative_absolute_error: 0.9143, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.9557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7062, f_measure: 0.9181, kappa: 0.0659, kb_relative_information_score: -631.8881, mean_absolute_error: 0.1053, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9162, predictive_accuracy: 0.9417, prior_entropy: 0.3191, recall: 0.9417, relative_absolute_error: 0.9653, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.23, root_relative_squared_error: 0.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, kb_relative_information_score: 32.3984, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9981, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7977, f_measure: 0.9239, kappa: 0.1705, kb_relative_information_score: -2448.8872, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9189, predictive_accuracy: 0.9402, prior_entropy: 0.3191, recall: 0.9402, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2211, root_relative_squared_error: 0.9467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7818, f_measure: 0.922, kappa: 0.1392, kb_relative_information_score: -2604.887, mean_absolute_error: 0.1, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9167, predictive_accuracy: 0.9401, prior_entropy: 0.3191, recall: 0.9401, relative_absolute_error: 0.9166, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.9554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7696, f_measure: 0.922, kappa: 0.1335, kb_relative_information_score: -1888.8514, mean_absolute_error: 0.0977, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.918, predictive_accuracy: 0.941, prior_entropy: 0.3191, recall: 0.941, relative_absolute_error: 0.8951, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.9598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7897, f_measure: 0.9226, kappa: 0.1504, kb_relative_information_score: -2635.92, mean_absolute_error: 0.0989, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9172, predictive_accuracy: 0.9399, prior_entropy: 0.3191, recall: 0.9399, relative_absolute_error: 0.9067, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.9525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5749, f_measure: 0.9145, kappa: 0.0081, kb_relative_information_score: 78.69, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9115, predictive_accuracy: 0.942, prior_entropy: 0.3191, recall: 0.942, relative_absolute_error: 0.9935, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2331, root_relative_squared_error: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5354, f_measure: 0.914, kappa: -0.0001, kb_relative_information_score: -4.0001, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8876, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2336, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5422, f_measure: 0.9141, kappa: 0.0017, kb_relative_information_score: 36.0144, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9069, predictive_accuracy: 0.942, prior_entropy: 0.3191, recall: 0.942, relative_absolute_error: 0.9967, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2334, root_relative_squared_error: 0.9994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.9227, kappa: 0.1521, kb_relative_information_score: -2557.931, mean_absolute_error: 0.0987, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9175, predictive_accuracy: 0.94, prior_entropy: 0.3191, recall: 0.94, relative_absolute_error: 0.9044, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7814, f_measure: 0.9218, kappa: 0.135, kb_relative_information_score: -2578.6529, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9167, predictive_accuracy: 0.9402, prior_entropy: 0.3191, recall: 0.9402, relative_absolute_error: 0.917, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.9552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7613, f_measure: 0.9214, kappa: 0.1212, kb_relative_information_score: -1683.4212, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9179, predictive_accuracy: 0.9413, prior_entropy: 0.3191, recall: 0.9413, relative_absolute_error: 0.9104, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.9642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5067, kb_relative_information_score: -2475.8097, mean_absolute_error: 0.1095, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1.0039, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 0.9999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7965, f_measure: 0.9208, kappa: 0.1042, kb_relative_information_score: -8030.8959, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9214, predictive_accuracy: 0.9425, prior_entropy: 0.3191, recall: 0.9425, relative_absolute_error: 0.8555, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2173, root_relative_squared_error: 0.9303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7983, f_measure: 0.9234, kappa: 0.1616, kb_relative_information_score: -2454.3235, mean_absolute_error: 0.097, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9186, predictive_accuracy: 0.9403, prior_entropy: 0.3191, recall: 0.9403, relative_absolute_error: 0.8893, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.221, root_relative_squared_error: 0.9461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7974, f_measure: 0.9236, kappa: 0.1665, kb_relative_information_score: -2495.6185, mean_absolute_error: 0.097, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9186, predictive_accuracy: 0.9401, prior_entropy: 0.3191, recall: 0.9401, relative_absolute_error: 0.8886, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.221, root_relative_squared_error: 0.9464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6964, f_measure: 0.9176, kappa: 0.0562, kb_relative_information_score: -288.6415, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9179, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9703, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8008, f_measure: 0.9214, kappa: 0.1153, kb_relative_information_score: -7380.9012, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9207, predictive_accuracy: 0.9423, prior_entropy: 0.3191, recall: 0.9423, relative_absolute_error: 0.845, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2167, root_relative_squared_error: 0.9279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, kb_relative_information_score: 26.2384, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9984, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.9264, kappa: 0.2008, kb_relative_information_score: -2489.2067, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9229, predictive_accuracy: 0.9417, prior_entropy: 0.3191, recall: 0.9417, relative_absolute_error: 0.841, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2177, root_relative_squared_error: 0.9321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6578, f_measure: 0.9202, kappa: 0.0914, kb_relative_information_score: -3814.6618, mean_absolute_error: 0.0995, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9245, predictive_accuracy: 0.9431, prior_entropy: 0.3191, recall: 0.9431, relative_absolute_error: 0.912, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.9741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7996, f_measure: 0.9255, kappa: 0.1883, kb_relative_information_score: -2444.3705, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9216, predictive_accuracy: 0.9413, prior_entropy: 0.3191, recall: 0.9413, relative_absolute_error: 0.8426, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2184, root_relative_squared_error: 0.9354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4924, kb_relative_information_score: -511.5117, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5137, kb_relative_information_score: -1128.3146, mean_absolute_error: 0.1077, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9872, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2336, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.572, f_measure: 0.9192, kappa: 0.0793, kb_relative_information_score: -100052.506, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9209, predictive_accuracy: 0.9425, prior_entropy: 0.3191, recall: 0.9425, relative_absolute_error: 1.5938, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2518, root_relative_squared_error: 1.0781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.797, f_measure: 0.928, kappa: 0.2053, kb_relative_information_score: 475.4057, mean_absolute_error: 0.0912, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9291, predictive_accuracy: 0.9447, prior_entropy: 0.3191, recall: 0.9447, relative_absolute_error: 0.8363, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2181, root_relative_squared_error: 0.9339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6334, f_measure: 0.9155, kappa: 0.0234, kb_relative_information_score: -7958.9245, mean_absolute_error: 0.1036, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9151, predictive_accuracy: 0.942, prior_entropy: 0.3191, recall: 0.942, relative_absolute_error: 0.9492, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2297, root_relative_squared_error: 0.9837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5089, kb_relative_information_score: -1248.6537, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9942, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5239, kb_relative_information_score: -1692.6234, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1.0013, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5113, kb_relative_information_score: -825.1421, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9939, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8276, f_measure: 0.9148, kappa: 0.0099, kb_relative_information_score: -13586.7792, mean_absolute_error: 0.1003, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9457, predictive_accuracy: 0.9424, prior_entropy: 0.3191, recall: 0.9424, relative_absolute_error: 0.9191, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.219, root_relative_squared_error: 0.9377, scimark_benchmark: 1827.287, usercpu_time_millis: 411.023, usercpu_time_millis_testing: 16.526, usercpu_time_millis_training: 394.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7603, f_measure: 0.9293, kappa: 0.2604, kb_relative_information_score: -778.2814, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9246, predictive_accuracy: 0.9402, prior_entropy: 0.3191, recall: 0.9402, relative_absolute_error: 0.6346, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2291, root_relative_squared_error: 0.9809, scimark_benchmark: 1843.1261, usercpu_time_millis: 203.401, usercpu_time_millis_testing: 9.84, usercpu_time_millis_training: 193.561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8233, f_measure: 0.9145, kappa: 0.0369, kb_relative_information_score: -11679.8997, mean_absolute_error: 0.0863, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9005, predictive_accuracy: 0.9372, prior_entropy: 0.3191, recall: 0.9372, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2235, root_relative_squared_error: 0.9571, scimark_benchmark: 1855.0989, usercpu_time_millis: 107.335, usercpu_time_millis_testing: 6.19, usercpu_time_millis_training: 101.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6648, f_measure: 0.914, kb_relative_information_score: -10318.8749, mean_absolute_error: 0.1079, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8876, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9893, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2317, root_relative_squared_error: 0.9922, scimark_benchmark: 1853.454, usercpu_time_millis: 97.736, usercpu_time_millis_testing: 7.631, usercpu_time_millis_training: 90.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.944, kappa: 0.4175, kb_relative_information_score: -5647.2452, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9437, predictive_accuracy: 0.9522, prior_entropy: 0.3191, recall: 0.9522, relative_absolute_error: 0.7239, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.1962, root_relative_squared_error: 0.84, scimark_benchmark: 1842.7105, usercpu_time_millis: 77.743, usercpu_time_millis_testing: 2.335, usercpu_time_millis_training: 75.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8656, f_measure: 0.9253, kappa: 0.1568, kb_relative_information_score: -8910.9021, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9347, predictive_accuracy: 0.9456, prior_entropy: 0.3191, recall: 0.9456, relative_absolute_error: 0.8246, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.8702, scimark_benchmark: 1825.7906, usercpu_time_millis: 54.289, usercpu_time_millis_testing: 2.299, usercpu_time_millis_training: 51.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8272, f_measure: 0.914, kb_relative_information_score: -8098.7998, mean_absolute_error: 0.1014, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8876, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9292, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.9486, scimark_benchmark: 1847.8604, usercpu_time_millis: 44.56, usercpu_time_millis_testing: 5.645, usercpu_time_millis_training: 38.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8416, f_measure: 0.9148, kappa: 0.0316, kb_relative_information_score: -9458.6961, mean_absolute_error: 0.0895, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9016, predictive_accuracy: 0.9388, prior_entropy: 0.3191, recall: 0.9388, relative_absolute_error: 0.82, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.215, root_relative_squared_error: 0.9206, scimark_benchmark: 1833.639, usercpu_time_millis: 38.901, usercpu_time_millis_testing: 3.51, usercpu_time_millis_training: 35.391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7993, f_measure: 0.9239, kappa: 0.2063, kb_relative_information_score: -5176.1066, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9172, predictive_accuracy: 0.9352, prior_entropy: 0.3191, recall: 0.9352, relative_absolute_error: 0.6996, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2333, root_relative_squared_error: 0.999, scimark_benchmark: 1825.3354, usercpu_time_millis: 35.25, usercpu_time_millis_testing: 1.107, usercpu_time_millis_training: 34.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.914, kb_relative_information_score: -60.8076, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8876, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1, scimark_benchmark: 1851.3287, usercpu_time_millis: 32.155, usercpu_time_millis_testing: 3.165, usercpu_time_millis_training: 28.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8356, f_measure: 0.9143, kappa: 0.003, kb_relative_information_score: -12154.2346, mean_absolute_error: 0.1013, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9455, predictive_accuracy: 0.9422, prior_entropy: 0.3191, recall: 0.9422, relative_absolute_error: 0.9282, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.9386, scimark_benchmark: 1834.1773, usercpu_time_millis: 32.98, usercpu_time_millis_testing: 2.842, usercpu_time_millis_training: 30.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.914, kb_relative_information_score: -1.3387, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8876, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1, scimark_benchmark: 1847.6761, usercpu_time_millis: 34.097, usercpu_time_millis_testing: 5.848, usercpu_time_millis_training: 28.249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.914, kb_relative_information_score: -28.2625, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8876, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1, scimark_benchmark: 1853.9121, usercpu_time_millis: 32.53, usercpu_time_millis_testing: 5.012, usercpu_time_millis_training: 27.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8452, f_measure: 0.9141, kappa: 0.0016, kb_relative_information_score: -11886.9233, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9005, predictive_accuracy: 0.942, prior_entropy: 0.3191, recall: 0.942, relative_absolute_error: 0.8491, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2139, root_relative_squared_error: 0.9158, scimark_benchmark: 1838.1793, usercpu_time_millis: 11.775, usercpu_time_millis_testing: 0.679, usercpu_time_millis_training: 11.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8149, f_measure: 0.9147, kappa: 0.037, kb_relative_information_score: -11406.5403, mean_absolute_error: 0.0863, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.901, predictive_accuracy: 0.9377, prior_entropy: 0.3191, recall: 0.9377, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2246, root_relative_squared_error: 0.9619, scimark_benchmark: 1853.9121, usercpu_time_millis: 10.241, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 9.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.835, f_measure: 0.9168, kappa: 0.0717, kb_relative_information_score: -10757.7232, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9064, predictive_accuracy: 0.9376, prior_entropy: 0.3191, recall: 0.9376, relative_absolute_error: 0.7926, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2186, root_relative_squared_error: 0.9359, scimark_benchmark: 1827.8179, usercpu_time_millis: 10.362, usercpu_time_millis_testing: 0.518, usercpu_time_millis_training: 9.844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5211, kb_relative_information_score: -6575.4841, mean_absolute_error: 0.1106, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1.0138, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 0.9999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6885, f_measure: 0.9138, kappa: 0.0019, kb_relative_information_score: -8126.6638, mean_absolute_error: 0.1032, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8937, predictive_accuracy: 0.9412, prior_entropy: 0.3191, recall: 0.9412, relative_absolute_error: 0.9456, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.9881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.475, kb_relative_information_score: -2.562, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9989, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7694, f_measure: 0.916, kappa: 0.0368, kb_relative_information_score: -6524.7168, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9093, predictive_accuracy: 0.941, prior_entropy: 0.3191, recall: 0.941, relative_absolute_error: 0.8943, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2273, root_relative_squared_error: 0.9734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7106, f_measure: 0.9181, kappa: 0.0643, kb_relative_information_score: -261.7809, mean_absolute_error: 0.105, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9178, predictive_accuracy: 0.942, prior_entropy: 0.3191, recall: 0.942, relative_absolute_error: 0.962, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.23, root_relative_squared_error: 0.9847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5556, f_measure: 0.9142, kappa: 0.0035, kb_relative_information_score: 51.8172, mean_absolute_error: 0.1086, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.907, predictive_accuracy: 0.942, prior_entropy: 0.3191, recall: 0.942, relative_absolute_error: 0.9956, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2333, root_relative_squared_error: 0.9989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5073, kb_relative_information_score: -3497.2749, mean_absolute_error: 0.1097, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1.0059, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 0.9999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.757, f_measure: 0.9168, kappa: 0.0537, kb_relative_information_score: -7085.5785, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9099, predictive_accuracy: 0.9405, prior_entropy: 0.3191, recall: 0.9405, relative_absolute_error: 0.8868, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.225, root_relative_squared_error: 0.9634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6639, f_measure: 0.9138, kappa: 0.0013, kb_relative_information_score: -8898.1061, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8932, predictive_accuracy: 0.9413, prior_entropy: 0.3191, recall: 0.9413, relative_absolute_error: 0.9518, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.9886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6896, f_measure: 0.9154, kappa: 0.0244, kb_relative_information_score: -8640.5879, mean_absolute_error: 0.1005, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9111, predictive_accuracy: 0.9417, prior_entropy: 0.3191, recall: 0.9417, relative_absolute_error: 0.9213, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.229, root_relative_squared_error: 0.9807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8186, f_measure: 0.9252, kappa: 0.1732, kb_relative_information_score: -4704.4314, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9236, predictive_accuracy: 0.9427, prior_entropy: 0.3191, recall: 0.9427, relative_absolute_error: 0.8088, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2139, root_relative_squared_error: 0.9159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5399, f_measure: 0.914, kappa: -0.0001, kb_relative_information_score: 4.9128, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8876, predictive_accuracy: 0.942, prior_entropy: 0.3191, recall: 0.942, relative_absolute_error: 0.9982, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2336, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7363, f_measure: 0.919, kappa: 0.0842, kb_relative_information_score: -953.617, mean_absolute_error: 0.103, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9155, predictive_accuracy: 0.9412, prior_entropy: 0.3191, recall: 0.9412, relative_absolute_error: 0.9442, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.9773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5123, kb_relative_information_score: -10182.3632, mean_absolute_error: 0.1109, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1.0165, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.9954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4908, kb_relative_information_score: -449.2435, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.522, kb_relative_information_score: -1985.2184, mean_absolute_error: 0.1093, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1.0021, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5601, kb_relative_information_score: -11978.919, mean_absolute_error: 0.1121, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1.0278, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2332, root_relative_squared_error: 0.9984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5122, kb_relative_information_score: -5206.8665, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1.011, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2336, root_relative_squared_error: 1.0002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5073, kb_relative_information_score: -996.5628, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9965, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7767, f_measure: 0.9222, kappa: 0.1429, kb_relative_information_score: -2530.6495, mean_absolute_error: 0.0995, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9168, predictive_accuracy: 0.94, prior_entropy: 0.3191, recall: 0.94, relative_absolute_error: 0.9124, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.9557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7853, f_measure: 0.916, kappa: 0.0357, kb_relative_information_score: -14523.1763, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9105, predictive_accuracy: 0.9413, prior_entropy: 0.3191, recall: 0.9413, relative_absolute_error: 0.9382, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.9491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7642, f_measure: 0.9215, kappa: 0.1247, kb_relative_information_score: -1812.6485, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9176, predictive_accuracy: 0.941, prior_entropy: 0.3191, recall: 0.941, relative_absolute_error: 0.9084, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.225, root_relative_squared_error: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5516, f_measure: 0.8816, kappa: 0.0232, kb_relative_information_score: -117576.1968, mean_absolute_error: 0.2211, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8936, predictive_accuracy: 0.8704, prior_entropy: 0.3191, recall: 0.8704, relative_absolute_error: 2.0266, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.3104, root_relative_squared_error: 1.329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, kb_relative_information_score: 18.1914, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9989, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7974, f_measure: 0.9234, kappa: 0.1627, kb_relative_information_score: -2416.2321, mean_absolute_error: 0.0968, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9183, predictive_accuracy: 0.9401, prior_entropy: 0.3191, recall: 0.9401, relative_absolute_error: 0.887, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.221, root_relative_squared_error: 0.9464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6911, f_measure: 0.9173, kappa: 0.0542, kb_relative_information_score: -579.5229, mean_absolute_error: 0.1063, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.915, predictive_accuracy: 0.9417, prior_entropy: 0.3191, recall: 0.9417, relative_absolute_error: 0.9739, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2306, root_relative_squared_error: 0.9876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5247, kb_relative_information_score: -1661.1435, mean_absolute_error: 0.1093, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1.0022, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6408, f_measure: 0.9164, kappa: 0.0376, kb_relative_information_score: -431.4238, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9172, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9851, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.232, root_relative_squared_error: 0.9932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7981, f_measure: 0.9238, kappa: 0.168, kb_relative_information_score: -2425.7715, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.919, predictive_accuracy: 0.9403, prior_entropy: 0.3191, recall: 0.9403, relative_absolute_error: 0.8867, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2211, root_relative_squared_error: 0.9466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.582, f_measure: 0.9146, kappa: 0.009, kb_relative_information_score: 43.2679, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.913, predictive_accuracy: 0.942, prior_entropy: 0.3191, recall: 0.942, relative_absolute_error: 0.9927, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.9974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, kb_relative_information_score: 18.9769, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7833, f_measure: 0.9225, kappa: 0.1483, kb_relative_information_score: -2592.8182, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9173, predictive_accuracy: 0.94, prior_entropy: 0.3191, recall: 0.94, relative_absolute_error: 0.9127, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.9559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8253, f_measure: 0.929, kappa: 0.2397, kb_relative_information_score: -547.2219, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9255, predictive_accuracy: 0.9423, prior_entropy: 0.3191, recall: 0.9423, relative_absolute_error: 0.8368, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2171, root_relative_squared_error: 0.9297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.813, f_measure: 0.9267, kappa: 0.2042, kb_relative_information_score: -2565.7816, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9233, predictive_accuracy: 0.9419, prior_entropy: 0.3191, recall: 0.9419, relative_absolute_error: 0.8421, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.9318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7803, f_measure: 0.9223, kappa: 0.1447, kb_relative_information_score: -2615.7829, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9172, predictive_accuracy: 0.9401, prior_entropy: 0.3191, recall: 0.9401, relative_absolute_error: 0.9135, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.9561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4888, kb_relative_information_score: 15.9268, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9989, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7805, f_measure: 0.9222, kappa: 0.1433, kb_relative_information_score: -2571.475, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9167, predictive_accuracy: 0.9399, prior_entropy: 0.3191, recall: 0.9399, relative_absolute_error: 0.9132, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.9557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, kb_relative_information_score: 23.2971, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9986, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4956, kb_relative_information_score: -494.9312, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6416, f_measure: 0.9161, kappa: 0.0332, kb_relative_information_score: -410.0526, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9167, predictive_accuracy: 0.942, prior_entropy: 0.3191, recall: 0.942, relative_absolute_error: 0.9851, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.232, root_relative_squared_error: 0.9936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5615, kb_relative_information_score: -12707.3672, mean_absolute_error: 0.1121, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1.0276, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.233, root_relative_squared_error: 0.9979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8136, f_measure: 0.9267, kappa: 0.2047, kb_relative_information_score: -2607.1497, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9232, predictive_accuracy: 0.9418, prior_entropy: 0.3191, recall: 0.9418, relative_absolute_error: 0.842, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.9314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5061, kb_relative_information_score: -875.5053, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9945, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7818, f_measure: 0.9222, kappa: 0.1433, kb_relative_information_score: -2600.4746, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.917, predictive_accuracy: 0.9401, prior_entropy: 0.3191, recall: 0.9401, relative_absolute_error: 0.9152, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7445, f_measure: 0.9199, kappa: 0.0923, kb_relative_information_score: -148.746, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9194, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9337, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.9724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7299, f_measure: 0.9185, kappa: 0.0696, kb_relative_information_score: -196.5279, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9189, predictive_accuracy: 0.9422, prior_entropy: 0.3191, recall: 0.9422, relative_absolute_error: 0.9516, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2287, root_relative_squared_error: 0.9793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7801, f_measure: 0.922, kappa: 0.1397, kb_relative_information_score: -2590.7554, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9166, predictive_accuracy: 0.94, prior_entropy: 0.3191, recall: 0.94, relative_absolute_error: 0.9155, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2234, root_relative_squared_error: 0.9564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4798, kb_relative_information_score: -1276.5443, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1.0007, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7878, f_measure: 0.9224, kappa: 0.1466, kb_relative_information_score: -2617.546, mean_absolute_error: 0.0989, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.917, predictive_accuracy: 0.9399, prior_entropy: 0.3191, recall: 0.9399, relative_absolute_error: 0.9067, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.9523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7906, f_measure: 0.9234, kappa: 0.1547, kb_relative_information_score: -3885.8951, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9198, predictive_accuracy: 0.9413, prior_entropy: 0.3191, recall: 0.9413, relative_absolute_error: 0.8599, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.9401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7868, f_measure: 0.9225, kappa: 0.1483, kb_relative_information_score: -2473.0092, mean_absolute_error: 0.099, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9173, predictive_accuracy: 0.94, prior_entropy: 0.3191, recall: 0.94, relative_absolute_error: 0.9078, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.9541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7853, f_measure: 0.9227, kappa: 0.1511, kb_relative_information_score: -2568.4501, mean_absolute_error: 0.0988, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9175, predictive_accuracy: 0.9401, prior_entropy: 0.3191, recall: 0.9401, relative_absolute_error: 0.9054, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2225, root_relative_squared_error: 0.9527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5125, kb_relative_information_score: -1337.8936, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9942, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,

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