OpenML
Supervised Classification on Amazon_employee_access

Supervised Classification on Amazon_employee_access

Task 34539 Supervised Classification Amazon_employee_access 22125 runs submitted
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  • OpenML100 study_123 study_14 study_218
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4844, kb_relative_information_score: -2233.0818, 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: 1.0038, 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: 0.5153, kb_relative_information_score: -1023.5744, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.992, 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: 0.518, kb_relative_information_score: -5548.3399, mean_absolute_error: 0.1104, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1.0116, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 0.9998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5039, kb_relative_information_score: -452.5947, 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: 0.7856, f_measure: 0.9292, kappa: 0.2241, kb_relative_information_score: -2305.8438, mean_absolute_error: 0.0895, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9295, predictive_accuracy: 0.9449, prior_entropy: 0.3191, recall: 0.9449, relative_absolute_error: 0.8205, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.9259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5715, kb_relative_information_score: -12064.1781, 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: 1.0277, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 0.9998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5207, kb_relative_information_score: -7219.3171, 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: 1.0161, 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: 0.5287, f_measure: 0.9141, kappa: 0.001, kb_relative_information_score: -10758.4817, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9455, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1.0174, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5187, kb_relative_information_score: -1281.8344, 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: 0.7854, f_measure: 0.9143, kappa: 0.0046, kb_relative_information_score: -15184.6195, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.914, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9391, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.9615, scimark_benchmark: 1743.4746, usercpu_time_millis: 205.125, usercpu_time_millis_testing: 5.778, usercpu_time_millis_training: 199.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6685, f_measure: 0.9287, kappa: 0.2701, kb_relative_information_score: 1307.8524, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9236, predictive_accuracy: 0.9377, prior_entropy: 0.3191, recall: 0.9377, relative_absolute_error: 0.6124, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2343, root_relative_squared_error: 1.0031, scimark_benchmark: 1767.6704, usercpu_time_millis: 124.632, usercpu_time_millis_testing: 4.114, usercpu_time_millis_training: 120.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8283, f_measure: 0.9149, kappa: 0.0422, kb_relative_information_score: -11872.6605, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9018, predictive_accuracy: 0.9375, prior_entropy: 0.3191, recall: 0.9375, relative_absolute_error: 0.7918, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.222, root_relative_squared_error: 0.9507, scimark_benchmark: 1764.7746, usercpu_time_millis: 114.02, usercpu_time_millis_testing: 7.273, usercpu_time_millis_training: 106.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7114, f_measure: 0.914, kb_relative_information_score: -12694.797, mean_absolute_error: 0.107, 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: 0.981, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.986, scimark_benchmark: 1759.8509, usercpu_time_millis: 109.141, usercpu_time_millis_testing: 7.889, usercpu_time_millis_training: 101.252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8424, f_measure: 0.9154, kappa: 0.0477, kb_relative_information_score: -10859.7104, mean_absolute_error: 0.088, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9032, predictive_accuracy: 0.9378, prior_entropy: 0.3191, recall: 0.9378, relative_absolute_error: 0.8066, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2159, root_relative_squared_error: 0.9247, scimark_benchmark: 1793.2267, usercpu_time_millis: 94.603, usercpu_time_millis_testing: 7.31, usercpu_time_millis_training: 87.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8015, f_measure: 0.9288, kappa: 0.2526, kb_relative_information_score: -741.2288, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.924, predictive_accuracy: 0.9402, prior_entropy: 0.3191, recall: 0.9402, relative_absolute_error: 0.6395, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.9707, scimark_benchmark: 1789.6668, usercpu_time_millis: 39.345, usercpu_time_millis_testing: 2.646, usercpu_time_millis_training: 36.699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8342, f_measure: 0.9151, kappa: 0.0449, kb_relative_information_score: -11416.9985, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9024, predictive_accuracy: 0.9376, prior_entropy: 0.3191, recall: 0.9376, relative_absolute_error: 0.7989, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.9409, scimark_benchmark: 1750.626, usercpu_time_millis: 30.842, usercpu_time_millis_testing: 1.202, usercpu_time_millis_training: 29.64,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.914, kb_relative_information_score: -57.3663, 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: 2144.0128, usercpu_time_millis: 42.501, usercpu_time_millis_testing: 4.994, usercpu_time_millis_training: 37.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8639, f_measure: 0.9267, kappa: 0.1761, kb_relative_information_score: -7526.5926, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9354, predictive_accuracy: 0.9461, prior_entropy: 0.3191, recall: 0.9461, relative_absolute_error: 0.8163, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8724, scimark_benchmark: 1764.9637, usercpu_time_millis: 22.153, usercpu_time_millis_testing: 1.408, usercpu_time_millis_training: 20.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8498, f_measure: 0.9182, kappa: 0.072, kb_relative_information_score: -8203.1848, mean_absolute_error: 0.0855, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9138, predictive_accuracy: 0.941, prior_entropy: 0.3191, recall: 0.941, relative_absolute_error: 0.7836, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.9005, scimark_benchmark: 1735.1319, usercpu_time_millis: 16.298, usercpu_time_millis_testing: 0.81, usercpu_time_millis_training: 15.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7011, f_measure: 0.9302, kappa: 0.2752, kb_relative_information_score: 156.8643, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9256, predictive_accuracy: 0.9403, prior_entropy: 0.3191, recall: 0.9403, relative_absolute_error: 0.622, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2299, root_relative_squared_error: 0.9846, scimark_benchmark: 768.1468, usercpu_time_millis: 297.503, usercpu_time_millis_testing: 12.259, usercpu_time_millis_training: 285.244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8587, f_measure: 0.9178, kappa: 0.0506, kb_relative_information_score: -10397.6897, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9385, predictive_accuracy: 0.9435, prior_entropy: 0.3191, recall: 0.9435, relative_absolute_error: 0.8625, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.8912, scimark_benchmark: 1736.5585, usercpu_time_millis: 162.654, usercpu_time_millis_testing: 9.386, usercpu_time_millis_training: 153.268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7265, f_measure: 0.914, kb_relative_information_score: -11790.2382, mean_absolute_error: 0.107, 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: 0.9804, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.23, root_relative_squared_error: 0.9849, scimark_benchmark: 1787.8423, usercpu_time_millis: 119.374, usercpu_time_millis_testing: 12.013, usercpu_time_millis_training: 107.361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8499, f_measure: 0.9439, kappa: 0.4496, kb_relative_information_score: -3214.7348, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9415, predictive_accuracy: 0.948, prior_entropy: 0.3191, recall: 0.948, relative_absolute_error: 0.6638, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.8857, scimark_benchmark: 1768.3193, usercpu_time_millis: 117.71, usercpu_time_millis_testing: 2.494, usercpu_time_millis_training: 115.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.817, f_measure: 0.9292, kappa: 0.2563, kb_relative_information_score: -772.2649, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9246, predictive_accuracy: 0.9406, prior_entropy: 0.3191, recall: 0.9406, relative_absolute_error: 0.6435, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2244, root_relative_squared_error: 0.9607, scimark_benchmark: 1793.1985, usercpu_time_millis: 118.943, usercpu_time_millis_testing: 9.791, usercpu_time_millis_training: 109.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6809, f_measure: 0.914, kb_relative_information_score: -9437.0095, 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: 0.989, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.9915, scimark_benchmark: 1438.6088, usercpu_time_millis: 118.356, usercpu_time_millis_testing: 14.259, usercpu_time_millis_training: 104.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6787, f_measure: 0.914, kb_relative_information_score: -9521.0335, 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: 0.989, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.9915, scimark_benchmark: 1773.2533, usercpu_time_millis: 96.64, usercpu_time_millis_testing: 8.018, usercpu_time_millis_training: 88.622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8447, f_measure: 0.9141, kappa: 0.0015, kb_relative_information_score: -10062.5539, mean_absolute_error: 0.0927, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8992, predictive_accuracy: 0.9419, prior_entropy: 0.3191, recall: 0.9419, relative_absolute_error: 0.8495, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.919, scimark_benchmark: 1786.9852, usercpu_time_millis: 67.187, usercpu_time_millis_testing: 6.438, usercpu_time_millis_training: 60.749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8081, f_measure: 0.9143, kappa: 0.003, kb_relative_information_score: -12004.6106, mean_absolute_error: 0.1036, 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: 0.9494, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.9595, scimark_benchmark: 1784.862, usercpu_time_millis: 62.689, usercpu_time_millis_testing: 4.351, usercpu_time_millis_training: 58.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.9186, kappa: 0.0609, kb_relative_information_score: -15163.0845, mean_absolute_error: 0.0995, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.94, predictive_accuracy: 0.9438, prior_entropy: 0.3191, recall: 0.9438, relative_absolute_error: 0.912, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.9004, scimark_benchmark: 1789.7011, usercpu_time_millis: 49.344, usercpu_time_millis_testing: 3.217, usercpu_time_millis_training: 46.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.914, kb_relative_information_score: -26.147, 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: 1788.2722, usercpu_time_millis: 42.094, usercpu_time_millis_testing: 6.74, usercpu_time_millis_training: 35.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.914, kb_relative_information_score: -4.359, 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: 1742.9468, usercpu_time_millis: 47.06, usercpu_time_millis_testing: 7.453, usercpu_time_millis_training: 39.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.914, kb_relative_information_score: -19.659, 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: 1745.5483, usercpu_time_millis: 42.38, usercpu_time_millis_testing: 6.835, usercpu_time_millis_training: 35.545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.914, kb_relative_information_score: -131.8556, 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: 0.9999, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1, scimark_benchmark: 1837.7961, usercpu_time_millis: 40.817, usercpu_time_millis_testing: 2.494, usercpu_time_millis_training: 38.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8414, f_measure: 0.928, kappa: 0.2334, kb_relative_information_score: -3423.0819, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9234, predictive_accuracy: 0.9408, prior_entropy: 0.3191, recall: 0.9408, relative_absolute_error: 0.6976, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.214, root_relative_squared_error: 0.9164, scimark_benchmark: 1792.9719, usercpu_time_millis: 11.677, usercpu_time_millis_testing: 0.544, usercpu_time_millis_training: 11.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.914, kb_relative_information_score: -52.1801, 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: 1742.8273, usercpu_time_millis: 13.695, usercpu_time_millis_testing: 1.949, usercpu_time_millis_training: 11.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.914, kb_relative_information_score: -145.5787, mean_absolute_error: 0.1088, 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: 0.9969, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1, scimark_benchmark: 750.4633, usercpu_time_millis: 2.896, usercpu_time_millis_testing: 0.235, usercpu_time_millis_training: 2.661,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7996, f_measure: 0.9264, kappa: 0.2402, kb_relative_information_score: -2193.9886, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9207, predictive_accuracy: 0.9365, prior_entropy: 0.3191, recall: 0.9365, relative_absolute_error: 0.6623, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2278, root_relative_squared_error: 0.9753, scimark_benchmark: 1839.9316, usercpu_time_millis: 9.544, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 9.246,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8385, f_measure: 0.9149, kappa: 0.041, kb_relative_information_score: -11153.3937, mean_absolute_error: 0.088, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9017, predictive_accuracy: 0.9376, prior_entropy: 0.3191, recall: 0.9376, relative_absolute_error: 0.8069, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.9313, scimark_benchmark: 1755.3434, usercpu_time_millis: 35.066, usercpu_time_millis_testing: 1.348, usercpu_time_millis_training: 33.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8656, f_measure: 0.9372, kappa: 0.321, kb_relative_information_score: -9325.2749, mean_absolute_error: 0.0866, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9402, predictive_accuracy: 0.9498, prior_entropy: 0.3191, recall: 0.9498, relative_absolute_error: 0.7934, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.851, scimark_benchmark: 1798.0955, usercpu_time_millis: 54.013, usercpu_time_millis_testing: 1.965, usercpu_time_millis_training: 52.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8192, f_measure: 0.9303, kappa: 0.2681, kb_relative_information_score: -43.7668, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.926, predictive_accuracy: 0.9413, prior_entropy: 0.3191, recall: 0.9413, relative_absolute_error: 0.6343, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.9558, scimark_benchmark: 1789.0501, usercpu_time_millis: 23.663, usercpu_time_millis_testing: 1.055, usercpu_time_millis_training: 22.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.914, kb_relative_information_score: -34.4101, 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: 1809.1598, usercpu_time_millis: 26.023, usercpu_time_millis_testing: 3.704, usercpu_time_millis_training: 22.319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8696, f_measure: 0.9425, kappa: 0.3958, kb_relative_information_score: -6946.2487, mean_absolute_error: 0.0819, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.943, predictive_accuracy: 0.9518, prior_entropy: 0.3191, recall: 0.9518, relative_absolute_error: 0.7504, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.8415, scimark_benchmark: 1372.4432, usercpu_time_millis: 719.435, usercpu_time_millis_testing: 23.344, usercpu_time_millis_training: 696.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8719, f_measure: 0.945, kappa: 0.433, kb_relative_information_score: -5028.4679, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9444, predictive_accuracy: 0.9525, prior_entropy: 0.3191, recall: 0.9525, relative_absolute_error: 0.7223, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.8397, scimark_benchmark: 1381.0596, usercpu_time_millis: 488.091, usercpu_time_millis_testing: 24.104, usercpu_time_millis_training: 463.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8302, f_measure: 0.9148, kappa: 0.0099, kb_relative_information_score: -13581.9125, mean_absolute_error: 0.1001, 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: 0.9173, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2184, root_relative_squared_error: 0.9351, scimark_benchmark: 1383.0595, usercpu_time_millis: 411.657, usercpu_time_millis_testing: 12.417, usercpu_time_millis_training: 399.24,
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: 0.8732, f_measure: 0.9435, kappa: 0.4098, kb_relative_information_score: -5177.4498, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9435, predictive_accuracy: 0.952, prior_entropy: 0.3191, recall: 0.952, relative_absolute_error: 0.7291, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.1957, root_relative_squared_error: 0.8381, scimark_benchmark: 1373.413, usercpu_time_millis: 613.403, usercpu_time_millis_testing: 27.12, usercpu_time_millis_training: 586.283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8456, f_measure: 0.9147, kappa: 0.0089, kb_relative_information_score: -12599.7877, mean_absolute_error: 0.0985, 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: 0.9028, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2144, root_relative_squared_error: 0.9182, scimark_benchmark: 1382.1281, usercpu_time_millis: 341.225, usercpu_time_millis_testing: 22.686, usercpu_time_millis_training: 318.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.834, f_measure: 0.914, kb_relative_information_score: -10156.035, mean_absolute_error: 0.0995, 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: 0.9118, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.9393, scimark_benchmark: 1389.4018, usercpu_time_millis: 15.444, usercpu_time_millis_testing: 0.991, usercpu_time_millis_training: 14.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7923, f_measure: 0.9295, kappa: 0.2607, kb_relative_information_score: -554.0798, mean_absolute_error: 0.0693, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.925, predictive_accuracy: 0.9406, prior_entropy: 0.3191, recall: 0.9406, relative_absolute_error: 0.6349, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.227, root_relative_squared_error: 0.9719, scimark_benchmark: 1373.7826, usercpu_time_millis: 87.051, usercpu_time_millis_testing: 6.007, usercpu_time_millis_training: 81.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.914, kb_relative_information_score: -46.2417, 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: 0.9999, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1, scimark_benchmark: 1377.9831, usercpu_time_millis: 64.077, usercpu_time_millis_testing: 7.87, usercpu_time_millis_training: 56.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8507, f_measure: 0.9172, kappa: 0.0429, kb_relative_information_score: -11818.2047, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9353, predictive_accuracy: 0.9431, prior_entropy: 0.3191, recall: 0.9431, relative_absolute_error: 0.8744, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.9025, scimark_benchmark: 1373.7575, usercpu_time_millis: 840.246, usercpu_time_millis_testing: 24.261, usercpu_time_millis_training: 815.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8369, f_measure: 0.93, kappa: 0.2618, kb_relative_information_score: -240.3387, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9259, predictive_accuracy: 0.9416, prior_entropy: 0.3191, recall: 0.9416, relative_absolute_error: 0.6449, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.9332, scimark_benchmark: 1378.3689, usercpu_time_millis: 19.456, usercpu_time_millis_testing: 1.165, usercpu_time_millis_training: 18.291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8449, f_measure: 0.9144, kappa: 0.0252, kb_relative_information_score: -10470.7917, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9002, predictive_accuracy: 0.9389, prior_entropy: 0.3191, recall: 0.9389, relative_absolute_error: 0.8273, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2145, root_relative_squared_error: 0.9183, scimark_benchmark: 1373.4484, usercpu_time_millis: 147.051, usercpu_time_millis_testing: 12.021, usercpu_time_millis_training: 135.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8575, f_measure: 0.9225, kappa: 0.1177, kb_relative_information_score: -10021.8144, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9324, predictive_accuracy: 0.9445, prior_entropy: 0.3191, recall: 0.9445, relative_absolute_error: 0.8292, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.8783, scimark_benchmark: 1354.1504, usercpu_time_millis: 633.806, usercpu_time_millis_testing: 18.363, usercpu_time_millis_training: 615.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.9376, kappa: 0.3281, kb_relative_information_score: -8379.3512, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9399, predictive_accuracy: 0.9498, prior_entropy: 0.3191, recall: 0.9498, relative_absolute_error: 0.7868, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.8461, scimark_benchmark: 1378.2815, usercpu_time_millis: 416.179, usercpu_time_millis_testing: 24.189, usercpu_time_millis_training: 391.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8403, f_measure: 0.9189, kappa: 0.0986, kb_relative_information_score: -9451.7748, mean_absolute_error: 0.0844, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9109, predictive_accuracy: 0.9386, prior_entropy: 0.3191, recall: 0.9386, relative_absolute_error: 0.7737, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.9226, scimark_benchmark: 1371.9838, usercpu_time_millis: 56.119, usercpu_time_millis_testing: 3.201, usercpu_time_millis_training: 52.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8014, f_measure: 0.9143, kappa: 0.0046, kb_relative_information_score: -14600.8934, mean_absolute_error: 0.1015, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9166, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9307, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2227, root_relative_squared_error: 0.9538, scimark_benchmark: 744.4683, usercpu_time_millis: 1072.452, usercpu_time_millis_testing: 29.402, usercpu_time_millis_training: 1043.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.914, kb_relative_information_score: -26.7911, mean_absolute_error: 0.1085, 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: 0.9947, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1, scimark_benchmark: 1377.2945, usercpu_time_millis: 1.426, usercpu_time_millis_testing: 0.129, usercpu_time_millis_training: 1.297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8315, f_measure: 0.9252, kappa: 0.2149, kb_relative_information_score: -5615.2969, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9191, predictive_accuracy: 0.9371, prior_entropy: 0.3191, recall: 0.9371, relative_absolute_error: 0.7096, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2188, root_relative_squared_error: 0.9368, scimark_benchmark: 1370.1876, usercpu_time_millis: 108.984, usercpu_time_millis_testing: 6.251, usercpu_time_millis_training: 102.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7119, f_measure: 0.9308, kappa: 0.283, kb_relative_information_score: 539.5579, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9262, predictive_accuracy: 0.9405, prior_entropy: 0.3191, recall: 0.9405, relative_absolute_error: 0.6177, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.987, scimark_benchmark: 1373.19, usercpu_time_millis: 231.551, usercpu_time_millis_testing: 8.58, usercpu_time_millis_training: 222.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8148, f_measure: 0.9258, kappa: 0.2344, kb_relative_information_score: -3638.19, mean_absolute_error: 0.0743, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9199, predictive_accuracy: 0.9359, prior_entropy: 0.3191, recall: 0.9359, relative_absolute_error: 0.6811, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2262, root_relative_squared_error: 0.9686, scimark_benchmark: 1371.9729, usercpu_time_millis: 207.562, usercpu_time_millis_testing: 10.008, usercpu_time_millis_training: 197.554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8449, f_measure: 0.9143, kappa: 0.0246, kb_relative_information_score: -10991.6554, mean_absolute_error: 0.0906, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8996, predictive_accuracy: 0.9387, prior_entropy: 0.3191, recall: 0.9387, relative_absolute_error: 0.8302, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.9178, scimark_benchmark: 1377.5736, usercpu_time_millis: 72.885, usercpu_time_millis_testing: 7.369, usercpu_time_millis_training: 65.516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6441, f_measure: 0.914, kb_relative_information_score: -10332.6185, mean_absolute_error: 0.1081, 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: 0.9908, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.232, root_relative_squared_error: 0.9936, scimark_benchmark: 1376.3083, usercpu_time_millis: 161.617, usercpu_time_millis_testing: 10.951, usercpu_time_millis_training: 150.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8345, f_measure: 0.9276, kappa: 0.236, kb_relative_information_score: -2672.9002, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9225, predictive_accuracy: 0.9396, prior_entropy: 0.3191, recall: 0.9396, relative_absolute_error: 0.6827, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2178, root_relative_squared_error: 0.9327, scimark_benchmark: 1373.1656, usercpu_time_millis: 94.875, usercpu_time_millis_testing: 9.242, usercpu_time_millis_training: 85.633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.914, kb_relative_information_score: -33.2068, 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: 1376.0407, usercpu_time_millis: 23.115, usercpu_time_millis_testing: 4.336, usercpu_time_millis_training: 18.779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7581, f_measure: 0.9271, kappa: 0.2567, kb_relative_information_score: -1695.8523, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9216, predictive_accuracy: 0.9357, prior_entropy: 0.3191, recall: 0.9357, relative_absolute_error: 0.6554, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2352, root_relative_squared_error: 1.0073, scimark_benchmark: 1373.168, usercpu_time_millis: 195.621, usercpu_time_millis_testing: 5.957, usercpu_time_millis_training: 189.664,

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

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Use one of our APIs to download data from OpenML and upload your results

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