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: 0.7951, f_measure: 0.9289, kappa: 0.2482, kb_relative_information_score: -704.2407, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9245, predictive_accuracy: 0.9409, prior_entropy: 0.3191, recall: 0.9409, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2278, root_relative_squared_error: 0.9755, scimark_benchmark: 1853.9121, usercpu_time_millis: 120.848, usercpu_time_millis_testing: 8.372, usercpu_time_millis_training: 112.476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8266, f_measure: 0.9237, kappa: 0.202, kb_relative_information_score: -7833.7496, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9169, predictive_accuracy: 0.9353, prior_entropy: 0.3191, recall: 0.9353, relative_absolute_error: 0.7323, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2227, root_relative_squared_error: 0.9538, scimark_benchmark: 1797.6947, usercpu_time_millis: 36.404, usercpu_time_millis_testing: 1.449, usercpu_time_millis_training: 34.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7977, f_measure: 0.9291, kappa: 0.2465, kb_relative_information_score: -654.5605, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9249, predictive_accuracy: 0.9415, prior_entropy: 0.3191, recall: 0.9415, relative_absolute_error: 0.6346, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.9684, scimark_benchmark: 1825.2596, usercpu_time_millis: 105.995, usercpu_time_millis_testing: 8.229, usercpu_time_millis_training: 97.766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8425, f_measure: 0.9307, kappa: 0.2645, kb_relative_information_score: 980.5614, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9272, predictive_accuracy: 0.9427, prior_entropy: 0.3191, recall: 0.9427, relative_absolute_error: 0.6251, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2181, root_relative_squared_error: 0.9338, scimark_benchmark: 1850.2875, usercpu_time_millis: 99.773, usercpu_time_millis_testing: 8.427, usercpu_time_millis_training: 91.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8444, f_measure: 0.9234, kappa: 0.1619, kb_relative_information_score: -7213.2195, mean_absolute_error: 0.0817, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9182, predictive_accuracy: 0.9401, prior_entropy: 0.3191, recall: 0.9401, relative_absolute_error: 0.7484, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.9111, scimark_benchmark: 1857.5664, usercpu_time_millis: 144.076, usercpu_time_millis_testing: 11.012, usercpu_time_millis_training: 133.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.9183, kappa: 0.0579, kb_relative_information_score: -13449.4796, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9376, predictive_accuracy: 0.9436, prior_entropy: 0.3191, recall: 0.9436, relative_absolute_error: 0.897, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2093, root_relative_squared_error: 0.8962, scimark_benchmark: 1822.7799, usercpu_time_millis: 118.531, usercpu_time_millis_testing: 10.599, usercpu_time_millis_training: 107.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, f_measure: 0.914, kb_relative_information_score: -12127.9007, mean_absolute_error: 0.1039, 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: 0.9523, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2244, root_relative_squared_error: 0.961, scimark_benchmark: 1850.2875, usercpu_time_millis: 131.466, usercpu_time_millis_testing: 12.022, usercpu_time_millis_training: 119.444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8344, f_measure: 0.9151, kappa: 0.045, kb_relative_information_score: -11611.1848, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9025, predictive_accuracy: 0.9377, prior_entropy: 0.3191, recall: 0.9377, relative_absolute_error: 0.797, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.9404, scimark_benchmark: 1852.355, usercpu_time_millis: 148.701, usercpu_time_millis_testing: 9.414, usercpu_time_millis_training: 139.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.821, f_measure: 0.9241, kappa: 0.1549, kb_relative_information_score: -14272.9764, mean_absolute_error: 0.0894, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9232, predictive_accuracy: 0.9428, prior_entropy: 0.3191, recall: 0.9428, relative_absolute_error: 0.8197, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2168, root_relative_squared_error: 0.9282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8042, f_measure: 0.9013, kappa: 0.2406, kb_relative_information_score: -30239.9457, mean_absolute_error: 0.1255, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9198, predictive_accuracy: 0.8868, prior_entropy: 0.3191, recall: 0.8868, relative_absolute_error: 1.15, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.3007, root_relative_squared_error: 1.2874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8175, f_measure: 0.9265, kappa: 0.2387, kb_relative_information_score: -1991.3779, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9207, predictive_accuracy: 0.9369, prior_entropy: 0.3191, recall: 0.9369, relative_absolute_error: 0.6617, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.9656, scimark_benchmark: 1827.1289, usercpu_time_millis: 141.376, usercpu_time_millis_testing: 8.232, usercpu_time_millis_training: 133.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8288, f_measure: 0.9294, kappa: 0.255, kb_relative_information_score: -542.2441, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.925, predictive_accuracy: 0.9411, prior_entropy: 0.3191, recall: 0.9411, relative_absolute_error: 0.6468, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2212, root_relative_squared_error: 0.9474, scimark_benchmark: 1854.9533, usercpu_time_millis: 142.697, usercpu_time_millis_testing: 8.078, usercpu_time_millis_training: 134.619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8309, f_measure: 0.914, kb_relative_information_score: -12881.9361, mean_absolute_error: 0.1024, 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: 0.9383, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2201, root_relative_squared_error: 0.9425, scimark_benchmark: 1817.3165, usercpu_time_millis: 122.385, usercpu_time_millis_testing: 16.516, usercpu_time_millis_training: 105.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7999, f_measure: 0.9268, kappa: 0.2448, kb_relative_information_score: -1804.2383, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9211, predictive_accuracy: 0.9367, prior_entropy: 0.3191, recall: 0.9367, relative_absolute_error: 0.6545, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2306, root_relative_squared_error: 0.9874, scimark_benchmark: 1853.9121, usercpu_time_millis: 113.337, usercpu_time_millis_testing: 5.72, usercpu_time_millis_training: 107.617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8452, f_measure: 0.9145, kappa: 0.033, kb_relative_information_score: -10604.7425, mean_absolute_error: 0.0883, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9007, predictive_accuracy: 0.938, prior_entropy: 0.3191, recall: 0.938, relative_absolute_error: 0.8092, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.9173, scimark_benchmark: 1815.141, usercpu_time_millis: 121.153, usercpu_time_millis_testing: 8.176, usercpu_time_millis_training: 112.977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7214, f_measure: 0.9311, kappa: 0.283, kb_relative_information_score: 513.1489, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9268, predictive_accuracy: 0.9412, prior_entropy: 0.3191, recall: 0.9412, relative_absolute_error: 0.6161, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2296, root_relative_squared_error: 0.983, scimark_benchmark: 1845.6518, usercpu_time_millis: 130.719, usercpu_time_millis_testing: 6.043, usercpu_time_millis_training: 124.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8252, f_measure: 0.9303, kappa: 0.2463, kb_relative_information_score: -12250.3652, mean_absolute_error: 0.086, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9287, predictive_accuracy: 0.9442, prior_entropy: 0.3191, recall: 0.9442, relative_absolute_error: 0.7886, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6949, f_measure: 0.914, kb_relative_information_score: -11988.441, mean_absolute_error: 0.1074, 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: 0.9844, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.9886, scimark_benchmark: 1789.3264, usercpu_time_millis: 120.168, usercpu_time_millis_testing: 8.898, usercpu_time_millis_training: 111.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8425, f_measure: 0.9283, kappa: 0.2368, kb_relative_information_score: -2538.6364, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9239, predictive_accuracy: 0.9411, prior_entropy: 0.3191, recall: 0.9411, relative_absolute_error: 0.6857, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.9169, scimark_benchmark: 1834.5221, usercpu_time_millis: 156.437, usercpu_time_millis_testing: 13.012, usercpu_time_millis_training: 143.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6967, f_measure: 0.9303, kappa: 0.2685, kb_relative_information_score: 123.6903, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9261, predictive_accuracy: 0.9414, prior_entropy: 0.3191, recall: 0.9414, relative_absolute_error: 0.6197, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2285, root_relative_squared_error: 0.9782, scimark_benchmark: 1850.8706, usercpu_time_millis: 140.672, usercpu_time_millis_testing: 7.582, usercpu_time_millis_training: 133.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8357, f_measure: 0.9274, kappa: 0.232, kb_relative_information_score: -3307.7974, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9223, predictive_accuracy: 0.9397, prior_entropy: 0.3191, recall: 0.9397, relative_absolute_error: 0.6896, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2167, root_relative_squared_error: 0.9281, scimark_benchmark: 1839.1303, usercpu_time_millis: 154.552, usercpu_time_millis_testing: 12.893, usercpu_time_millis_training: 141.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.845, f_measure: 0.914, kb_relative_information_score: -11457.9314, mean_absolute_error: 0.0942, 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: 0.863, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.9195, scimark_benchmark: 1783.5157, usercpu_time_millis: 123.833, usercpu_time_millis_testing: 11.039, usercpu_time_millis_training: 112.794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8335, f_measure: 0.9147, kappa: 0.0367, kb_relative_information_score: -11786.3521, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9012, predictive_accuracy: 0.9378, prior_entropy: 0.3191, recall: 0.9378, relative_absolute_error: 0.7976, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2199, root_relative_squared_error: 0.9416, scimark_benchmark: 1857.5664, usercpu_time_millis: 121.206, usercpu_time_millis_testing: 7.376, usercpu_time_millis_training: 113.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8287, f_measure: 0.939, kappa: 0.3907, kb_relative_information_score: -8940.3351, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9359, predictive_accuracy: 0.9447, prior_entropy: 0.3191, recall: 0.9447, relative_absolute_error: 0.6963, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.8879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8153, f_measure: 0.923, kappa: 0.1376, kb_relative_information_score: -14829.5712, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9227, predictive_accuracy: 0.9427, prior_entropy: 0.3191, recall: 0.9427, relative_absolute_error: 0.8273, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.9312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.818, f_measure: 0.9249, kappa: 0.1638, kb_relative_information_score: -14616.8757, mean_absolute_error: 0.0898, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9255, predictive_accuracy: 0.9435, prior_entropy: 0.3191, recall: 0.9435, relative_absolute_error: 0.8232, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.9274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8184, f_measure: 0.9249, kappa: 0.1639, kb_relative_information_score: -14620.3038, mean_absolute_error: 0.0897, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9256, predictive_accuracy: 0.9435, prior_entropy: 0.3191, recall: 0.9435, relative_absolute_error: 0.8226, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.9272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.914, kb_relative_information_score: -23.5989, 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: 1839.5885, usercpu_time_millis: 11.929, usercpu_time_millis_testing: 1.663, usercpu_time_millis_training: 10.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7741, f_measure: 0.9147, kappa: 0.0089, kb_relative_information_score: -15592.1299, mean_absolute_error: 0.1038, 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: 0.9513, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.9644, scimark_benchmark: 1850.8706, usercpu_time_millis: 3.02, usercpu_time_millis_testing: 0.138, usercpu_time_millis_training: 2.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6495, f_measure: 0.914, kb_relative_information_score: -9840.9162, 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: 0.9911, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.232, root_relative_squared_error: 0.9933, scimark_benchmark: 1853.9121, usercpu_time_millis: 5.527, usercpu_time_millis_testing: 0.342, usercpu_time_millis_training: 5.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6446, f_measure: 0.914, kb_relative_information_score: -10140.7337, mean_absolute_error: 0.1082, 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: 0.9921, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.9937, scimark_benchmark: 1846.1643, usercpu_time_millis: 3.403, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 3.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6566, f_measure: 0.914, kb_relative_information_score: -9294.0707, 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: 0.9907, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.993, scimark_benchmark: 1853.454, usercpu_time_millis: 3.175, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 2.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8198, f_measure: 0.929, kappa: 0.251, kb_relative_information_score: -201.2076, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9244, predictive_accuracy: 0.9407, prior_entropy: 0.3191, recall: 0.9407, relative_absolute_error: 0.6392, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.9521, scimark_benchmark: 1828.686, usercpu_time_millis: 10.638, usercpu_time_millis_testing: 0.354, usercpu_time_millis_training: 10.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8139, f_measure: 0.9247, kappa: 0.1592, kb_relative_information_score: -14974.385, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9256, predictive_accuracy: 0.9435, prior_entropy: 0.3191, recall: 0.9435, relative_absolute_error: 0.8274, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2171, root_relative_squared_error: 0.9294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8102, f_measure: 0.922, kappa: 0.1199, kb_relative_information_score: -15676.4087, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9235, predictive_accuracy: 0.943, prior_entropy: 0.3191, recall: 0.943, relative_absolute_error: 0.8401, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2184, root_relative_squared_error: 0.9352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8278, f_measure: 0.9384, kappa: 0.3807, kb_relative_information_score: -9013.5453, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9353, predictive_accuracy: 0.9448, prior_entropy: 0.3191, recall: 0.9448, relative_absolute_error: 0.6998, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.8894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6951, f_measure: 0.914, kb_relative_information_score: -14078.6639, 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: 0.9808, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.987, scimark_benchmark: 1829.1442, usercpu_time_millis: 161.626, usercpu_time_millis_testing: 8.669, usercpu_time_millis_training: 152.957,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7639, f_measure: 0.914, kb_relative_information_score: -12964.132, mean_absolute_error: 0.1057, 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: 0.9689, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2279, root_relative_squared_error: 0.976, scimark_benchmark: 1848.2722, usercpu_time_millis: 23.203, usercpu_time_millis_testing: 1.58, usercpu_time_millis_training: 21.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7362, f_measure: 0.914, kb_relative_information_score: -12744.5033, 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: 0.9761, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2293, root_relative_squared_error: 0.9819, scimark_benchmark: 1858.6775, usercpu_time_millis: 124.832, usercpu_time_millis_testing: 10.137, usercpu_time_millis_training: 114.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8136, f_measure: 0.9232, kappa: 0.2068, kb_relative_information_score: -6627.1511, mean_absolute_error: 0.0782, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9165, predictive_accuracy: 0.9337, prior_entropy: 0.3191, recall: 0.9337, relative_absolute_error: 0.7164, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.23, root_relative_squared_error: 0.9849, scimark_benchmark: 1828.158, usercpu_time_millis: 128.494, usercpu_time_millis_testing: 5.073, usercpu_time_millis_training: 123.421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8182, f_measure: 0.929, kappa: 0.2518, kb_relative_information_score: -670.2029, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9244, predictive_accuracy: 0.9407, prior_entropy: 0.3191, recall: 0.9407, relative_absolute_error: 0.6418, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.9611, scimark_benchmark: 1638.8593, usercpu_time_millis: 156.266, usercpu_time_millis_testing: 8.937, usercpu_time_millis_training: 147.329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8274, f_measure: 0.9147, kappa: 0.0089, kb_relative_information_score: -14082.7624, mean_absolute_error: 0.101, 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: 0.9253, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.219, root_relative_squared_error: 0.9379, scimark_benchmark: 1793.5139, usercpu_time_millis: 139.621, usercpu_time_millis_testing: 6.709, usercpu_time_millis_training: 132.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8403, f_measure: 0.915, kappa: 0.0421, kb_relative_information_score: -10805.4847, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9021, predictive_accuracy: 0.9377, prior_entropy: 0.3191, recall: 0.9377, relative_absolute_error: 0.81, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.217, root_relative_squared_error: 0.9294, scimark_benchmark: 1815.141, usercpu_time_millis: 163.184, usercpu_time_millis_testing: 11.054, usercpu_time_millis_training: 152.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8454, f_measure: 0.9152, kappa: 0.0148, kb_relative_information_score: -12684.1861, mean_absolute_error: 0.0974, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9459, predictive_accuracy: 0.9426, prior_entropy: 0.3191, recall: 0.9426, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.9132, scimark_benchmark: 1849.8294, usercpu_time_millis: 159.044, usercpu_time_millis_testing: 7.505, usercpu_time_millis_training: 151.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8376, f_measure: 0.9147, kappa: 0.0089, kb_relative_information_score: -15588.9512, mean_absolute_error: 0.1016, 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: 0.931, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.9251, scimark_benchmark: 1853.9121, usercpu_time_millis: 166.817, usercpu_time_millis_testing: 11.102, usercpu_time_millis_training: 155.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8334, f_measure: 0.9149, kappa: 0.0429, kb_relative_information_score: -11628.816, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9019, predictive_accuracy: 0.9374, prior_entropy: 0.3191, recall: 0.9374, relative_absolute_error: 0.7926, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.9409, scimark_benchmark: 1841.5689, usercpu_time_millis: 70.192, usercpu_time_millis_testing: 3.192, usercpu_time_millis_training: 67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7666, f_measure: 0.9143, kappa: 0.004, kb_relative_information_score: -14893.304, mean_absolute_error: 0.1048, 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: 0.961, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.9724, scimark_benchmark: 1781.9619, usercpu_time_millis: 141.743, usercpu_time_millis_testing: 6.166, usercpu_time_millis_training: 135.577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8421, f_measure: 0.9284, kappa: 0.2377, kb_relative_information_score: -1907.488, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9241, predictive_accuracy: 0.9412, prior_entropy: 0.3191, recall: 0.9412, relative_absolute_error: 0.6771, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2145, root_relative_squared_error: 0.9186, scimark_benchmark: 1851.8968, usercpu_time_millis: 126.919, usercpu_time_millis_testing: 12.06, usercpu_time_millis_training: 114.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7994, f_measure: 0.914, kb_relative_information_score: -6311.354, mean_absolute_error: 0.0902, 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: 0.8266, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.9267, scimark_benchmark: 1810.1937, usercpu_time_millis: 72.554, usercpu_time_millis_testing: 6.668, usercpu_time_millis_training: 65.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8417, f_measure: 0.931, kappa: 0.2711, kb_relative_information_score: 1231.0776, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9273, 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: 0.2187, root_relative_squared_error: 0.9364, scimark_benchmark: 1800.9139, usercpu_time_millis: 72.415, usercpu_time_millis_testing: 5.842, usercpu_time_millis_training: 66.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8421, f_measure: 0.9291, kappa: 0.2375, kb_relative_information_score: 156.7759, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.926, predictive_accuracy: 0.9428, prior_entropy: 0.3191, recall: 0.9428, relative_absolute_error: 0.6455, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.9222, scimark_benchmark: 1821.8602, usercpu_time_millis: 135.222, usercpu_time_millis_testing: 12.47, usercpu_time_millis_training: 122.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8386, f_measure: 0.9153, kappa: 0.0221, kb_relative_information_score: -8443.0708, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9123, predictive_accuracy: 0.9418, prior_entropy: 0.3191, recall: 0.9418, relative_absolute_error: 0.8138, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2149, root_relative_squared_error: 0.9203, scimark_benchmark: 1798.7937, usercpu_time_millis: 62.669, usercpu_time_millis_testing: 6.383, usercpu_time_millis_training: 56.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7967, f_measure: 0.9269, kappa: 0.2422, kb_relative_information_score: -1175.8089, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9212, predictive_accuracy: 0.9371, prior_entropy: 0.3191, recall: 0.9371, relative_absolute_error: 0.6439, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2293, root_relative_squared_error: 0.9819, scimark_benchmark: 1804.1579, usercpu_time_millis: 76.256, usercpu_time_millis_testing: 3.733, usercpu_time_millis_training: 72.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.829, f_measure: 0.9371, kappa: 0.3605, kb_relative_information_score: -9317.6679, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9337, predictive_accuracy: 0.9443, prior_entropy: 0.3191, recall: 0.9443, relative_absolute_error: 0.7093, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.8913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8151, f_measure: 0.9247, kappa: 0.1592, kb_relative_information_score: -14886.9153, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9256, predictive_accuracy: 0.9435, prior_entropy: 0.3191, recall: 0.9435, relative_absolute_error: 0.8272, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.217, root_relative_squared_error: 0.9292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8287, f_measure: 0.9403, kappa: 0.404, kb_relative_information_score: -7964.2318, mean_absolute_error: 0.0744, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9375, predictive_accuracy: 0.946, prior_entropy: 0.3191, recall: 0.946, relative_absolute_error: 0.6823, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.8835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8225, f_measure: 0.9299, kappa: 0.2423, kb_relative_information_score: -12760.5995, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9279, predictive_accuracy: 0.9438, prior_entropy: 0.3191, recall: 0.9438, relative_absolute_error: 0.7927, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.9188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8099, f_measure: 0.922, kappa: 0.1199, kb_relative_information_score: -15717.8431, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9235, predictive_accuracy: 0.943, prior_entropy: 0.3191, recall: 0.943, relative_absolute_error: 0.8404, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2184, root_relative_squared_error: 0.9353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6799, f_measure: 0.914, kb_relative_information_score: -12278.7188, mean_absolute_error: 0.1076, 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: 0.9858, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2312, root_relative_squared_error: 0.9898, scimark_benchmark: 1858.0974, usercpu_time_millis: 66.102, usercpu_time_millis_testing: 3.749, usercpu_time_millis_training: 62.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8393, f_measure: 0.9164, kappa: 0.0641, kb_relative_information_score: -10814.5314, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9057, predictive_accuracy: 0.9378, prior_entropy: 0.3191, recall: 0.9378, relative_absolute_error: 0.792, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2171, root_relative_squared_error: 0.9297, scimark_benchmark: 1902.2848, usercpu_time_millis: 92.428, usercpu_time_millis_testing: 7.501, usercpu_time_millis_training: 84.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8075, f_measure: 0.9264, kappa: 0.2384, kb_relative_information_score: -2030.3748, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9206, predictive_accuracy: 0.9367, prior_entropy: 0.3191, recall: 0.9367, relative_absolute_error: 0.6581, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.9801, scimark_benchmark: 1853.9121, usercpu_time_millis: 91.852, usercpu_time_millis_testing: 6.532, usercpu_time_millis_training: 85.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8454, f_measure: 0.9147, kappa: 0.0331, kb_relative_information_score: -10846.5308, mean_absolute_error: 0.089, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9012, predictive_accuracy: 0.9384, prior_entropy: 0.3191, recall: 0.9384, relative_absolute_error: 0.8155, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.9171, scimark_benchmark: 1854.4431, usercpu_time_millis: 78.802, usercpu_time_millis_testing: 6.319, usercpu_time_millis_training: 72.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6483, f_measure: 0.914, kb_relative_information_score: -9613.2528, 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: 0.9912, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.232, root_relative_squared_error: 0.9935, scimark_benchmark: 1787.2701, usercpu_time_millis: 67.158, usercpu_time_millis_testing: 5.22, usercpu_time_millis_training: 61.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7554, f_measure: 0.9141, kappa: 0.001, kb_relative_information_score: -13915.0965, mean_absolute_error: 0.1059, 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: 0.9708, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.9769, scimark_benchmark: 1811.6174, usercpu_time_millis: 66.379, usercpu_time_millis_testing: 5.498, usercpu_time_millis_training: 60.881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8656, f_measure: 0.9435, kappa: 0.4129, kb_relative_information_score: -6401.2875, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9429, predictive_accuracy: 0.9516, prior_entropy: 0.3191, recall: 0.9516, relative_absolute_error: 0.7372, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.8449, scimark_benchmark: 1845.6518, usercpu_time_millis: 71.351, usercpu_time_millis_testing: 2.393, usercpu_time_millis_training: 68.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8523, f_measure: 0.9236, kappa: 0.1487, kb_relative_information_score: -5879.3851, mean_absolute_error: 0.0816, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9224, predictive_accuracy: 0.9425, prior_entropy: 0.3191, recall: 0.9425, relative_absolute_error: 0.7482, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.209, root_relative_squared_error: 0.8947, scimark_benchmark: 1830.7902, usercpu_time_millis: 111.647, usercpu_time_millis_testing: 9.436, usercpu_time_millis_training: 102.211,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

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

OpenML APIs