OpenML
Supervised Classification on Amazon_employee_access

Supervised Classification on Amazon_employee_access

Task 9911 Supervised Classification Amazon_employee_access 10955 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8147, f_measure: 0.9246, kappa: 0.2162, kb_relative_information_score: -4968.6596, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9182, predictive_accuracy: 0.9355, prior_entropy: 0.3191, recall: 0.9355, relative_absolute_error: 0.6977, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.9767, scimark_benchmark: 1843.7454, usercpu_time_millis: 139.368, usercpu_time_millis_testing: 6.367, usercpu_time_millis_training: 133.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8263, f_measure: 0.9147, kappa: 0.0089, kb_relative_information_score: -13733.7446, mean_absolute_error: 0.1005, 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: 0.9216, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.9385, scimark_benchmark: 1856.0551, usercpu_time_millis: 113.097, usercpu_time_millis_testing: 4.347, usercpu_time_millis_training: 108.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8436, f_measure: 0.9147, kappa: 0.0089, kb_relative_information_score: -12857.5652, mean_absolute_error: 0.0996, 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: 0.9126, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2156, root_relative_squared_error: 0.9233, scimark_benchmark: 1769.2106, usercpu_time_millis: 140.237, usercpu_time_millis_testing: 11.262, usercpu_time_millis_training: 128.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.9178, kappa: 0.0513, kb_relative_information_score: -12599.7928, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9364, predictive_accuracy: 0.9434, prior_entropy: 0.3191, recall: 0.9434, relative_absolute_error: 0.8811, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.9013, scimark_benchmark: 1770.1239, usercpu_time_millis: 139.401, usercpu_time_millis_testing: 5.32, usercpu_time_millis_training: 134.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8212, f_measure: 0.9258, kappa: 0.2292, kb_relative_information_score: -3358.7756, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9198, predictive_accuracy: 0.9365, prior_entropy: 0.3191, recall: 0.9365, relative_absolute_error: 0.6768, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.9595, scimark_benchmark: 1859.6666, usercpu_time_millis: 111.299, usercpu_time_millis_testing: 9.917, usercpu_time_millis_training: 101.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8064, f_measure: 0.9304, kappa: 0.2716, kb_relative_information_score: -339.2045, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.926, predictive_accuracy: 0.9411, prior_entropy: 0.3191, recall: 0.9411, relative_absolute_error: 0.6301, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.9738, scimark_benchmark: 1849.4073, usercpu_time_millis: 110.063, usercpu_time_millis_testing: 5.398, usercpu_time_millis_training: 104.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8462, f_measure: 0.914, kb_relative_information_score: -11523.2722, mean_absolute_error: 0.0926, 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: 0.8484, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2138, root_relative_squared_error: 0.9153, scimark_benchmark: 1830.1709, usercpu_time_millis: 126.142, usercpu_time_millis_testing: 13.069, usercpu_time_millis_training: 113.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.79, f_measure: 0.9147, kappa: 0.0089, kb_relative_information_score: -14693.6173, mean_absolute_error: 0.1035, 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: 0.9488, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.9625, scimark_benchmark: 1822.3911, usercpu_time_millis: 109.183, usercpu_time_millis_testing: 5.417, usercpu_time_millis_training: 103.766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.755, f_measure: 0.9141, kappa: 0.001, kb_relative_information_score: -14145.711, mean_absolute_error: 0.1057, 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: 0.9684, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.9766, scimark_benchmark: 1852.4008, usercpu_time_millis: 118.665, usercpu_time_millis_testing: 7.129, usercpu_time_millis_training: 111.536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8649, f_measure: 0.935, kappa: 0.2911, kb_relative_information_score: -10224.8638, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9386, predictive_accuracy: 0.9488, prior_entropy: 0.3191, recall: 0.9488, relative_absolute_error: 0.814, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.1997, root_relative_squared_error: 0.8549, scimark_benchmark: 1843.2259, usercpu_time_millis: 97.312, usercpu_time_millis_testing: 4.768, usercpu_time_millis_training: 92.544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7348, f_measure: 0.914, kb_relative_information_score: -13186.8131, mean_absolute_error: 0.1065, 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: 0.9762, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2293, root_relative_squared_error: 0.982, scimark_benchmark: 1853.9121, usercpu_time_millis: 106.046, usercpu_time_millis_testing: 8.013, usercpu_time_millis_training: 98.033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.823, f_measure: 0.931, kappa: 0.2717, kb_relative_information_score: 796.841, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9272, predictive_accuracy: 0.9424, prior_entropy: 0.3191, recall: 0.9424, relative_absolute_error: 0.6193, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2235, root_relative_squared_error: 0.9571, scimark_benchmark: 1844.8764, usercpu_time_millis: 96.903, usercpu_time_millis_testing: 6.956, usercpu_time_millis_training: 89.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8221, f_measure: 0.9284, kappa: 0.2405, kb_relative_information_score: -534.6277, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9238, predictive_accuracy: 0.9407, prior_entropy: 0.3191, recall: 0.9407, relative_absolute_error: 0.6437, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.9552, scimark_benchmark: 1834.1796, usercpu_time_millis: 118.384, usercpu_time_millis_testing: 8.392, usercpu_time_millis_training: 109.992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.848, f_measure: 0.9145, kappa: 0.016, kb_relative_information_score: -10442.3699, mean_absolute_error: 0.089, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9017, predictive_accuracy: 0.9407, prior_entropy: 0.3191, recall: 0.9407, relative_absolute_error: 0.8155, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2119, root_relative_squared_error: 0.9073, scimark_benchmark: 1841.8034, usercpu_time_millis: 103.518, usercpu_time_millis_testing: 10.602, usercpu_time_millis_training: 92.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8211, f_measure: 0.9309, kappa: 0.2746, kb_relative_information_score: 988.5412, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9269, predictive_accuracy: 0.9419, prior_entropy: 0.3191, recall: 0.9419, relative_absolute_error: 0.616, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.9598, scimark_benchmark: 1828.158, usercpu_time_millis: 96.294, usercpu_time_millis_testing: 6.543, usercpu_time_millis_training: 89.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6365, f_measure: 0.914, kb_relative_information_score: -7337.0479, mean_absolute_error: 0.1084, 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: 0.9938, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2324, root_relative_squared_error: 0.9953, scimark_benchmark: 1846.5018, usercpu_time_millis: 93.279, usercpu_time_millis_testing: 8.902, usercpu_time_millis_training: 84.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7066, f_measure: 0.9307, kappa: 0.2757, kb_relative_information_score: 288.961, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9263, predictive_accuracy: 0.9412, prior_entropy: 0.3191, recall: 0.9412, relative_absolute_error: 0.618, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2287, root_relative_squared_error: 0.9793, scimark_benchmark: 1850.8706, usercpu_time_millis: 131.077, usercpu_time_millis_testing: 6.704, usercpu_time_millis_training: 124.373,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8235, f_measure: 0.9147, kappa: 0.0089, kb_relative_information_score: -14418.2031, mean_absolute_error: 0.1019, 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: 0.9338, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2202, root_relative_squared_error: 0.943, scimark_benchmark: 1844.2676, usercpu_time_millis: 99.087, usercpu_time_millis_testing: 6.054, usercpu_time_millis_training: 93.033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7407, f_measure: 0.9302, kappa: 0.2692, kb_relative_information_score: 302.7544, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9258, predictive_accuracy: 0.941, prior_entropy: 0.3191, recall: 0.941, relative_absolute_error: 0.6189, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.9768, scimark_benchmark: 1848.0089, usercpu_time_millis: 88.852, usercpu_time_millis_testing: 4.47, usercpu_time_millis_training: 84.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8572, f_measure: 0.9175, kappa: 0.0476, kb_relative_information_score: -10277.2527, mean_absolute_error: 0.0959, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9364, predictive_accuracy: 0.9433, prior_entropy: 0.3191, recall: 0.9433, relative_absolute_error: 0.8793, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.8998, scimark_benchmark: 1848.388, usercpu_time_millis: 94.41, usercpu_time_millis_testing: 9.171, usercpu_time_millis_training: 85.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.839, f_measure: 0.9145, kappa: 0.0059, kb_relative_information_score: -11964.0791, mean_absolute_error: 0.1008, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9456, predictive_accuracy: 0.9423, prior_entropy: 0.3191, recall: 0.9423, relative_absolute_error: 0.9238, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2182, root_relative_squared_error: 0.9344, scimark_benchmark: 1818.4176, usercpu_time_millis: 119.756, usercpu_time_millis_testing: 11.641, usercpu_time_millis_training: 108.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8303, f_measure: 0.9144, kappa: 0.005, kb_relative_information_score: -16180.0689, mean_absolute_error: 0.1033, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9456, predictive_accuracy: 0.9423, prior_entropy: 0.3191, recall: 0.9423, relative_absolute_error: 0.9468, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2184, root_relative_squared_error: 0.9353, scimark_benchmark: 1843.7454, usercpu_time_millis: 94.855, usercpu_time_millis_testing: 10.347, usercpu_time_millis_training: 84.508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8445, f_measure: 0.9181, kappa: 0.0845, kb_relative_information_score: -9040.3522, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9097, predictive_accuracy: 0.9388, prior_entropy: 0.3191, recall: 0.9388, relative_absolute_error: 0.7765, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.9129, scimark_benchmark: 1829.1442, usercpu_time_millis: 87.669, usercpu_time_millis_testing: 5.652, usercpu_time_millis_training: 82.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8504, f_measure: 0.9147, kappa: 0.0089, kb_relative_information_score: -10822.8957, mean_absolute_error: 0.098, 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: 0.8986, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.9174, scimark_benchmark: 1848.7762, usercpu_time_millis: 90.139, usercpu_time_millis_testing: 7.479, usercpu_time_millis_training: 82.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8325, f_measure: 0.9262, kappa: 0.224, kb_relative_information_score: -5066.6332, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9204, predictive_accuracy: 0.9381, prior_entropy: 0.3191, recall: 0.9381, relative_absolute_error: 0.7044, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2186, root_relative_squared_error: 0.9362, scimark_benchmark: 1863.5242, usercpu_time_millis: 102.227, usercpu_time_millis_testing: 9.84, usercpu_time_millis_training: 92.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8439, f_measure: 0.9138, kappa: 0.0194, kb_relative_information_score: -9973.9388, mean_absolute_error: 0.0908, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8976, predictive_accuracy: 0.9382, prior_entropy: 0.3191, recall: 0.9382, relative_absolute_error: 0.8319, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2153, root_relative_squared_error: 0.9218, scimark_benchmark: 1845.3208, usercpu_time_millis: 83.285, usercpu_time_millis_testing: 7.442, usercpu_time_millis_training: 75.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8255, f_measure: 0.9147, kappa: 0.0089, kb_relative_information_score: -13582.3895, mean_absolute_error: 0.1004, 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: 0.9205, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.9399, scimark_benchmark: 1845.9238, usercpu_time_millis: 111.744, usercpu_time_millis_testing: 5.351, usercpu_time_millis_training: 106.393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8128, f_measure: 0.9295, kappa: 0.2546, kb_relative_information_score: -22.524, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9253, predictive_accuracy: 0.9414, prior_entropy: 0.3191, recall: 0.9414, relative_absolute_error: 0.6305, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.225, root_relative_squared_error: 0.9634, scimark_benchmark: 1841.2811, usercpu_time_millis: 73.633, usercpu_time_millis_testing: 4.831, usercpu_time_millis_training: 68.802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8005, f_measure: 0.9147, kappa: 0.0089, kb_relative_information_score: -13930.8505, mean_absolute_error: 0.1035, 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: 0.9489, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2243, root_relative_squared_error: 0.9604, scimark_benchmark: 1837.7212, usercpu_time_millis: 104.875, usercpu_time_millis_testing: 7.007, usercpu_time_millis_training: 97.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7719, f_measure: 0.9291, kappa: 0.2499, kb_relative_information_score: -632.0318, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9247, predictive_accuracy: 0.9411, prior_entropy: 0.3191, recall: 0.9411, relative_absolute_error: 0.6328, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2278, root_relative_squared_error: 0.9753, scimark_benchmark: 1803.054, usercpu_time_millis: 70.61, usercpu_time_millis_testing: 4.665, usercpu_time_millis_training: 65.945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.836, f_measure: 0.9149, kappa: 0.0405, kb_relative_information_score: -11606.6108, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9018, predictive_accuracy: 0.9378, prior_entropy: 0.3191, recall: 0.9378, relative_absolute_error: 0.8012, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.9363, scimark_benchmark: 1852.8859, usercpu_time_millis: 74.936, usercpu_time_millis_testing: 3.913, usercpu_time_millis_training: 71.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.802, f_measure: 0.9307, kappa: 0.2758, kb_relative_information_score: -259.3492, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9264, predictive_accuracy: 0.9413, prior_entropy: 0.3191, recall: 0.9413, relative_absolute_error: 0.6289, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.974, scimark_benchmark: 1840.6297, usercpu_time_millis: 66.932, usercpu_time_millis_testing: 2.436, usercpu_time_millis_training: 64.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7422, f_measure: 0.9143, kappa: 0.003, kb_relative_information_score: -15081.0693, mean_absolute_error: 0.1054, 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: 0.9663, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2284, root_relative_squared_error: 0.9779, scimark_benchmark: 1850.2875, usercpu_time_millis: 93.231, usercpu_time_millis_testing: 3.158, usercpu_time_millis_training: 90.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8448, f_measure: 0.9138, kappa: 0.0031, kb_relative_information_score: -10020.0159, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8945, predictive_accuracy: 0.9409, prior_entropy: 0.3191, recall: 0.9409, relative_absolute_error: 0.843, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2145, root_relative_squared_error: 0.9184, scimark_benchmark: 1846.3057, usercpu_time_millis: 74.351, usercpu_time_millis_testing: 6.502, usercpu_time_millis_training: 67.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.9306, kappa: 0.2303, kb_relative_information_score: -9343.87, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9361, predictive_accuracy: 0.9472, prior_entropy: 0.3191, recall: 0.9472, relative_absolute_error: 0.8172, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2009, root_relative_squared_error: 0.8601, scimark_benchmark: 1849.3014, usercpu_time_millis: 80.26, usercpu_time_millis_testing: 5.517, usercpu_time_millis_training: 74.743,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8535, f_measure: 0.9197, kappa: 0.0773, kb_relative_information_score: -13015.2532, mean_absolute_error: 0.0956, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9356, predictive_accuracy: 0.944, prior_entropy: 0.3191, recall: 0.944, relative_absolute_error: 0.8763, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.8927, scimark_benchmark: 1841.7546, usercpu_time_millis: 44.094, usercpu_time_millis_testing: 1.572, usercpu_time_millis_training: 42.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7273, f_measure: 0.9297, kappa: 0.2597, kb_relative_information_score: -441.2078, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9254, predictive_accuracy: 0.9412, prior_entropy: 0.3191, recall: 0.9412, relative_absolute_error: 0.6284, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.9769, scimark_benchmark: 1844.2035, usercpu_time_millis: 49.752, usercpu_time_millis_testing: 2.027, usercpu_time_millis_training: 47.725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7838, f_measure: 0.9143, kappa: 0.003, kb_relative_information_score: -13424.5818, mean_absolute_error: 0.1048, 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: 0.9609, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.9693, scimark_benchmark: 1846.3057, usercpu_time_millis: 85.208, usercpu_time_millis_testing: 6.565, usercpu_time_millis_training: 78.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8415, f_measure: 0.9148, kappa: 0.0363, kb_relative_information_score: -10337.8625, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9013, predictive_accuracy: 0.938, prior_entropy: 0.3191, recall: 0.938, relative_absolute_error: 0.8178, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.9262, scimark_benchmark: 1667.4481, usercpu_time_millis: 70.947, usercpu_time_millis_testing: 4.205, usercpu_time_millis_training: 66.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8349, f_measure: 0.9147, kappa: 0.0089, kb_relative_information_score: -13057.4324, mean_absolute_error: 0.1, 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: 0.9164, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2178, root_relative_squared_error: 0.9328, scimark_benchmark: 1836.6789, usercpu_time_millis: 49.624, usercpu_time_millis_testing: 2.504, usercpu_time_millis_training: 47.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8217, f_measure: 0.9146, kappa: 0.0069, kb_relative_information_score: -13312.6779, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9457, predictive_accuracy: 0.9423, prior_entropy: 0.3191, recall: 0.9423, relative_absolute_error: 0.9382, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2216, root_relative_squared_error: 0.9489, scimark_benchmark: 1827.1867, usercpu_time_millis: 68.305, usercpu_time_millis_testing: 5.495, usercpu_time_millis_training: 62.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.914, kb_relative_information_score: -36.9213, 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: 0.9996, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1, scimark_benchmark: 1807.6127, usercpu_time_millis: 39.924, usercpu_time_millis_testing: 6.655, usercpu_time_millis_training: 33.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8175, f_measure: 0.9146, kappa: 0.0368, kb_relative_information_score: -11623.5584, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9009, predictive_accuracy: 0.9376, prior_entropy: 0.3191, recall: 0.9376, relative_absolute_error: 0.7917, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2243, root_relative_squared_error: 0.9603, scimark_benchmark: 1825.7178, usercpu_time_millis: 50.469, usercpu_time_millis_testing: 1.196, usercpu_time_millis_training: 49.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8457, f_measure: 0.9146, kappa: 0.032, kb_relative_information_score: -10898.4733, mean_absolute_error: 0.089, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9008, predictive_accuracy: 0.9383, prior_entropy: 0.3191, recall: 0.9383, relative_absolute_error: 0.8158, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.9167, scimark_benchmark: 1855.4813, usercpu_time_millis: 48.168, usercpu_time_millis_testing: 4.589, usercpu_time_millis_training: 43.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.9148, kappa: 0.0099, kb_relative_information_score: -12094.9719, mean_absolute_error: 0.0978, 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: 0.8963, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.9117, scimark_benchmark: 1853.9121, usercpu_time_millis: 85.815, usercpu_time_millis_testing: 7.427, usercpu_time_millis_training: 78.388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8345, f_measure: 0.9149, kappa: 0.0411, kb_relative_information_score: -11551.8244, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9018, predictive_accuracy: 0.9377, prior_entropy: 0.3191, recall: 0.9377, relative_absolute_error: 0.7982, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.9401, scimark_benchmark: 1835.324, usercpu_time_millis: 56.464, usercpu_time_millis_testing: 2.085, usercpu_time_millis_training: 54.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6366, f_measure: 0.914, kb_relative_information_score: -8059.1611, mean_absolute_error: 0.1083, 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: 0.993, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2323, root_relative_squared_error: 0.9949, scimark_benchmark: 1816.6404, usercpu_time_millis: 84.024, usercpu_time_millis_testing: 7.504, usercpu_time_millis_training: 76.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7881, f_measure: 0.9264, kappa: 0.2374, kb_relative_information_score: -1428.1873, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9206, predictive_accuracy: 0.9368, prior_entropy: 0.3191, recall: 0.9368, relative_absolute_error: 0.6487, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.23, root_relative_squared_error: 0.9848, scimark_benchmark: 1831.3742, usercpu_time_millis: 55.757, usercpu_time_millis_testing: 3.059, usercpu_time_millis_training: 52.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7759, f_measure: 0.9278, kappa: 0.26, kb_relative_information_score: -1745.0024, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9225, predictive_accuracy: 0.937, prior_entropy: 0.3191, recall: 0.937, relative_absolute_error: 0.6541, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2331, root_relative_squared_error: 0.998, scimark_benchmark: 1701.0874, usercpu_time_millis: 69.253, usercpu_time_millis_testing: 2.152, usercpu_time_millis_training: 67.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.914, kb_relative_information_score: 0.4991, 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: 784.6823, usercpu_time_millis: 53.027, usercpu_time_millis_testing: 7.512, usercpu_time_millis_training: 45.515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8311, f_measure: 0.9147, kappa: 0.0366, kb_relative_information_score: -11808.3943, mean_absolute_error: 0.0866, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9011, predictive_accuracy: 0.9378, prior_entropy: 0.3191, recall: 0.9378, relative_absolute_error: 0.7936, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2201, root_relative_squared_error: 0.9423, scimark_benchmark: 1849.8294, usercpu_time_millis: 65.729, usercpu_time_millis_testing: 3.336, usercpu_time_millis_training: 62.393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8402, f_measure: 0.9204, kappa: 0.1227, kb_relative_information_score: -9017.008, mean_absolute_error: 0.0835, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9134, predictive_accuracy: 0.9388, prior_entropy: 0.3191, recall: 0.9388, relative_absolute_error: 0.7657, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2152, root_relative_squared_error: 0.9215, scimark_benchmark: 1839.6694, usercpu_time_millis: 43.171, usercpu_time_millis_testing: 2.534, usercpu_time_millis_training: 40.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8307, f_measure: 0.9245, kappa: 0.201, kb_relative_information_score: -7789.8825, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9181, predictive_accuracy: 0.9372, prior_entropy: 0.3191, recall: 0.9372, relative_absolute_error: 0.7355, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.22, root_relative_squared_error: 0.9421, scimark_benchmark: 1844.8764, usercpu_time_millis: 51.755, usercpu_time_millis_testing: 2.532, usercpu_time_millis_training: 49.223,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.914, kb_relative_information_score: -1.5975, 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: 1850.8706, usercpu_time_millis: 60.081, usercpu_time_millis_testing: 6.388, usercpu_time_millis_training: 53.693,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6205, f_measure: 0.914, kb_relative_information_score: -8397.7269, mean_absolute_error: 0.1084, 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: 0.9939, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.9959, scimark_benchmark: 1834.1671, usercpu_time_millis: 43.884, usercpu_time_millis_testing: 4.805, usercpu_time_millis_training: 39.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8188, f_measure: 0.914, kb_relative_information_score: -6671.2482, mean_absolute_error: 0.0957, 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: 0.8772, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.217, root_relative_squared_error: 0.9291, scimark_benchmark: 1847.4139, usercpu_time_millis: 52.808, usercpu_time_millis_testing: 5.209, usercpu_time_millis_training: 47.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7665, f_measure: 0.9141, kappa: 0.001, kb_relative_information_score: -13811.2564, mean_absolute_error: 0.1054, 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: 0.9662, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.9742, scimark_benchmark: 1847.3406, usercpu_time_millis: 34.928, usercpu_time_millis_testing: 1.83, usercpu_time_millis_training: 33.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.83, f_measure: 0.9147, kappa: 0.0089, kb_relative_information_score: -13813.8495, mean_absolute_error: 0.1009, 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: 0.9251, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2188, root_relative_squared_error: 0.937, scimark_benchmark: 1832.0698, usercpu_time_millis: 63.163, usercpu_time_millis_testing: 3.783, usercpu_time_millis_training: 59.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8017, f_measure: 0.9147, kappa: 0.0089, kb_relative_information_score: -14396.6735, mean_absolute_error: 0.1031, 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: 0.945, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.9574, scimark_benchmark: 1840.7617, usercpu_time_millis: 46.645, usercpu_time_millis_testing: 1.79, usercpu_time_millis_training: 44.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9141, kappa: 0.001, kb_relative_information_score: -13934.8526, mean_absolute_error: 0.1055, 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: 0.9666, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2277, root_relative_squared_error: 0.9751, scimark_benchmark: 1833.7089, usercpu_time_millis: 27.61, usercpu_time_millis_testing: 1.39, usercpu_time_millis_training: 26.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.914, kb_relative_information_score: -12.098, 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: 1834.1671, usercpu_time_millis: 41.754, usercpu_time_millis_testing: 7.163, usercpu_time_millis_training: 34.591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8373, f_measure: 0.9258, kappa: 0.2118, kb_relative_information_score: -5937.8181, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9201, predictive_accuracy: 0.9388, prior_entropy: 0.3191, recall: 0.9388, relative_absolute_error: 0.7203, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2158, root_relative_squared_error: 0.9239, scimark_benchmark: 1847.3406, usercpu_time_millis: 52.182, usercpu_time_millis_testing: 2.242, usercpu_time_millis_training: 49.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.862, f_measure: 0.9364, kappa: 0.312, kb_relative_information_score: -9755.4081, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9389, predictive_accuracy: 0.9492, prior_entropy: 0.3191, recall: 0.9492, relative_absolute_error: 0.7965, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.1997, root_relative_squared_error: 0.855, scimark_benchmark: 1857.0384, usercpu_time_millis: 39.204, usercpu_time_millis_testing: 1.119, usercpu_time_millis_training: 38.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8451, f_measure: 0.9146, kappa: 0.022, kb_relative_information_score: -10825.7374, mean_absolute_error: 0.0909, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9011, predictive_accuracy: 0.9398, prior_entropy: 0.3191, recall: 0.9398, relative_absolute_error: 0.8328, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.9171, scimark_benchmark: 1849.8294, usercpu_time_millis: 56.132, usercpu_time_millis_testing: 3.604, usercpu_time_millis_training: 52.528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7689, f_measure: 0.9143, kappa: 0.004, kb_relative_information_score: -15222.056, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9456, predictive_accuracy: 0.9422, prior_entropy: 0.3191, recall: 0.9422, relative_absolute_error: 0.9579, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.9707, scimark_benchmark: 1904.9251, usercpu_time_millis: 23.818, usercpu_time_millis_testing: 0.732, usercpu_time_millis_training: 23.086,

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