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: 0.8259, f_measure: 0.9248, kappa: 0.2152, kb_relative_information_score: -5769.353, mean_absolute_error: 0.0772, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9184, predictive_accuracy: 0.936, prior_entropy: 0.3191, recall: 0.936, relative_absolute_error: 0.7079, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.9556, scimark_benchmark: 1843.7454, usercpu_time_millis: 95.062, usercpu_time_millis_testing: 7.836, usercpu_time_millis_training: 87.226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.914, kb_relative_information_score: -5.63, 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: 1838.622, usercpu_time_millis: 89.502, usercpu_time_millis_testing: 7.083, usercpu_time_millis_training: 82.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.9176, kappa: 0.0484, kb_relative_information_score: -11743.6228, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9351, predictive_accuracy: 0.9433, prior_entropy: 0.3191, recall: 0.9433, relative_absolute_error: 0.8705, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.9016, scimark_benchmark: 1728.0058, usercpu_time_millis: 83.646, usercpu_time_millis_testing: 1.816, usercpu_time_millis_training: 81.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8389, f_measure: 0.9291, kappa: 0.2489, kb_relative_information_score: -772.5792, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9249, predictive_accuracy: 0.9413, prior_entropy: 0.3191, recall: 0.9413, relative_absolute_error: 0.6585, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2168, root_relative_squared_error: 0.9284, scimark_benchmark: 1734.4736, usercpu_time_millis: 49.976, usercpu_time_millis_testing: 2.743, usercpu_time_millis_training: 47.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7989, f_measure: 0.9265, kappa: 0.2477, kb_relative_information_score: -2270.646, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9209, predictive_accuracy: 0.9357, prior_entropy: 0.3191, recall: 0.9357, relative_absolute_error: 0.662, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2298, root_relative_squared_error: 0.9838, scimark_benchmark: 1735.4403, usercpu_time_millis: 14.309, usercpu_time_millis_testing: 0.374, usercpu_time_millis_training: 13.935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8253, f_measure: 0.9256, kappa: 0.2231, kb_relative_information_score: -4368.9243, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9195, predictive_accuracy: 0.9368, prior_entropy: 0.3191, recall: 0.9368, relative_absolute_error: 0.6928, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2216, root_relative_squared_error: 0.9491, scimark_benchmark: 1836.2249, usercpu_time_millis: 10.945, usercpu_time_millis_testing: 0.456, usercpu_time_millis_training: 10.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8232, f_measure: 0.9245, kappa: 0.2122, kb_relative_information_score: -6388.6393, mean_absolute_error: 0.0779, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.918, predictive_accuracy: 0.9358, prior_entropy: 0.3191, recall: 0.9358, relative_absolute_error: 0.7138, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.9595, scimark_benchmark: 1837.8654, usercpu_time_millis: 232.855, usercpu_time_millis_testing: 11.341, usercpu_time_millis_training: 221.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8423, f_measure: 0.9143, kappa: 0.004, kb_relative_information_score: -14593.3973, mean_absolute_error: 0.1015, 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: 0.9302, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2156, root_relative_squared_error: 0.9231, scimark_benchmark: 1714.8219, usercpu_time_millis: 97.008, usercpu_time_millis_testing: 11.713, usercpu_time_millis_training: 85.295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8098, f_measure: 0.9147, kappa: 0.0089, kb_relative_information_score: -14473.9336, mean_absolute_error: 0.1027, 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: 0.9409, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.9522, scimark_benchmark: 1830.7616, usercpu_time_millis: 48.606, usercpu_time_millis_testing: 1.99, usercpu_time_millis_training: 46.616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.914, kb_relative_information_score: -25.2287, 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: 1837.6751, usercpu_time_millis: 17.801, usercpu_time_millis_testing: 2.86, usercpu_time_millis_training: 14.941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8177, f_measure: 0.9145, kappa: 0.0358, kb_relative_information_score: -11533.4284, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9006, predictive_accuracy: 0.9375, prior_entropy: 0.3191, recall: 0.9375, relative_absolute_error: 0.7916, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.9624, scimark_benchmark: 1853.454, usercpu_time_millis: 138.384, usercpu_time_millis_testing: 6.68, usercpu_time_millis_training: 131.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7352, f_measure: 0.914, kb_relative_information_score: -14058.0613, mean_absolute_error: 0.1063, 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: 0.9743, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2291, root_relative_squared_error: 0.9812, scimark_benchmark: 1723.0862, usercpu_time_millis: 116.264, usercpu_time_millis_testing: 6.607, usercpu_time_millis_training: 109.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.9147, kappa: 0.0361, kb_relative_information_score: -10353.1391, mean_absolute_error: 0.0897, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9012, predictive_accuracy: 0.9379, prior_entropy: 0.3191, recall: 0.9379, relative_absolute_error: 0.8226, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.9226, scimark_benchmark: 1729.0458, usercpu_time_millis: 106.148, usercpu_time_millis_testing: 8.486, usercpu_time_millis_training: 97.662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8002, f_measure: 0.9147, kappa: 0.0089, kb_relative_information_score: -14380.2042, mean_absolute_error: 0.1029, 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: 0.9432, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2237, root_relative_squared_error: 0.9579, scimark_benchmark: 1831.6625, usercpu_time_millis: 267.819, usercpu_time_millis_testing: 10.33, usercpu_time_millis_training: 257.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7499, f_measure: 0.9141, kappa: 0.001, kb_relative_information_score: -14291.3571, mean_absolute_error: 0.1061, 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: 0.9728, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.9777, scimark_benchmark: 1842.8383, usercpu_time_millis: 20.117, usercpu_time_millis_testing: 1.275, usercpu_time_millis_training: 18.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7438, f_measure: 0.914, kb_relative_information_score: -13739.3731, mean_absolute_error: 0.1063, 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: 0.9743, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2288, root_relative_squared_error: 0.9798, scimark_benchmark: 1716.0319, usercpu_time_millis: 175.269, usercpu_time_millis_testing: 11.337, usercpu_time_millis_training: 163.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8011, f_measure: 0.9295, kappa: 0.2618, kb_relative_information_score: -823.8595, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9248, predictive_accuracy: 0.9404, prior_entropy: 0.3191, recall: 0.9404, relative_absolute_error: 0.6377, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.228, root_relative_squared_error: 0.9761, scimark_benchmark: 1850.4852, usercpu_time_millis: 94.759, usercpu_time_millis_testing: 3.895, usercpu_time_millis_training: 90.864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6503, f_measure: 0.914, kb_relative_information_score: -9579.406, 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: 0.232, root_relative_squared_error: 0.9933, scimark_benchmark: 1849.7595, usercpu_time_millis: 71.12, usercpu_time_millis_testing: 6.594, usercpu_time_millis_training: 64.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7212, f_measure: 0.9303, kappa: 0.2829, kb_relative_information_score: 923.6419, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9256, predictive_accuracy: 0.9395, prior_entropy: 0.3191, recall: 0.9395, relative_absolute_error: 0.6153, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.9881, scimark_benchmark: 1850.8185, usercpu_time_millis: 51.507, usercpu_time_millis_testing: 1.723, usercpu_time_millis_training: 49.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7695, f_measure: 0.9143, kappa: 0.0037, kb_relative_information_score: -16127.4756, mean_absolute_error: 0.1037, 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: 0.9501, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2262, root_relative_squared_error: 0.9687, scimark_benchmark: 1740.2701, usercpu_time_millis: 44.348, usercpu_time_millis_testing: 0.978, usercpu_time_millis_training: 43.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7718, f_measure: 0.9304, kappa: 0.2749, kb_relative_information_score: 153.4243, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9259, predictive_accuracy: 0.9408, prior_entropy: 0.3191, recall: 0.9408, relative_absolute_error: 0.6237, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2287, root_relative_squared_error: 0.9792, scimark_benchmark: 1853.9121, usercpu_time_millis: 40.619, usercpu_time_millis_testing: 1.264, usercpu_time_millis_training: 39.355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.914, kb_relative_information_score: -11.5444, 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: 1853.9121, usercpu_time_millis: 28.485, usercpu_time_millis_testing: 5.21, usercpu_time_millis_training: 23.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6605, f_measure: 0.9285, kappa: 0.2683, kb_relative_information_score: -573.563, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9233, predictive_accuracy: 0.9374, prior_entropy: 0.3191, recall: 0.9374, relative_absolute_error: 0.6325, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2342, root_relative_squared_error: 1.0028, scimark_benchmark: 1848.916, usercpu_time_millis: 5.727, usercpu_time_millis_testing: 0.122, usercpu_time_millis_training: 5.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8394, f_measure: 0.9147, kappa: 0.0089, kb_relative_information_score: -12951.1058, mean_absolute_error: 0.0987, 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: 0.9047, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2158, root_relative_squared_error: 0.9242, scimark_benchmark: 1706.1882, usercpu_time_millis: 464.597, usercpu_time_millis_testing: 17.421, usercpu_time_millis_training: 447.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8265, f_measure: 0.9302, kappa: 0.2669, kb_relative_information_score: -121.6624, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.926, predictive_accuracy: 0.9414, prior_entropy: 0.3191, recall: 0.9414, relative_absolute_error: 0.6365, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.9554, scimark_benchmark: 1771.2703, usercpu_time_millis: 204.845, usercpu_time_millis_testing: 11.757, usercpu_time_millis_training: 193.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8557, f_measure: 0.9204, kappa: 0.0875, kb_relative_information_score: -10814.3551, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9345, predictive_accuracy: 0.9441, prior_entropy: 0.3191, recall: 0.9441, relative_absolute_error: 0.8476, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.207, root_relative_squared_error: 0.8863, scimark_benchmark: 1850.8185, usercpu_time_millis: 189.511, usercpu_time_millis_testing: 6.075, usercpu_time_millis_training: 183.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7049, f_measure: 0.914, kb_relative_information_score: -13822.9094, mean_absolute_error: 0.1068, 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: 0.9793, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2302, root_relative_squared_error: 0.9859, scimark_benchmark: 1853.3841, usercpu_time_millis: 187.683, usercpu_time_millis_testing: 6.582, usercpu_time_millis_training: 181.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8308, f_measure: 0.9243, kappa: 0.198, kb_relative_information_score: -8453.1161, mean_absolute_error: 0.0811, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9179, predictive_accuracy: 0.9373, prior_entropy: 0.3191, recall: 0.9373, relative_absolute_error: 0.7433, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.22, root_relative_squared_error: 0.9422, scimark_benchmark: 1854.4431, usercpu_time_millis: 97.702, usercpu_time_millis_testing: 6.451, usercpu_time_millis_training: 91.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7337, f_measure: 0.914, kb_relative_information_score: -13552.0251, mean_absolute_error: 0.1064, 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: 0.9751, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2293, root_relative_squared_error: 0.9817, scimark_benchmark: 1784.0654, usercpu_time_millis: 92.571, usercpu_time_millis_testing: 5.045, usercpu_time_millis_training: 87.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.9161, kappa: 0.0606, kb_relative_information_score: -11655.1803, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.905, predictive_accuracy: 0.9377, prior_entropy: 0.3191, recall: 0.9377, relative_absolute_error: 0.7954, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.9407, scimark_benchmark: 1842.7105, usercpu_time_millis: 91.81, usercpu_time_millis_testing: 5.604, usercpu_time_millis_training: 86.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8245, f_measure: 0.9272, kappa: 0.2381, kb_relative_information_score: -1364.4545, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9217, predictive_accuracy: 0.9385, prior_entropy: 0.3191, recall: 0.9385, relative_absolute_error: 0.658, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.9546, scimark_benchmark: 1853.9121, usercpu_time_millis: 75.021, usercpu_time_millis_testing: 5.246, usercpu_time_millis_training: 69.775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8133, f_measure: 0.9259, kappa: 0.2347, kb_relative_information_score: -3009.3101, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.92, predictive_accuracy: 0.936, prior_entropy: 0.3191, recall: 0.936, relative_absolute_error: 0.6733, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.9692, scimark_benchmark: 1849.8294, usercpu_time_millis: 66.53, usercpu_time_millis_testing: 2.635, usercpu_time_millis_training: 63.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8465, f_measure: 0.9139, kappa: 0.0014, kb_relative_information_score: -11678.069, mean_absolute_error: 0.0916, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8938, predictive_accuracy: 0.9414, prior_entropy: 0.3191, recall: 0.9414, relative_absolute_error: 0.8399, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.9134, scimark_benchmark: 1747.0673, usercpu_time_millis: 27.972, usercpu_time_millis_testing: 2.308, usercpu_time_millis_training: 25.664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.914, kb_relative_information_score: -18.3427, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8876, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1, scimark_benchmark: 1853.454, usercpu_time_millis: 25.188, usercpu_time_millis_testing: 3.267, usercpu_time_millis_training: 21.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8166, f_measure: 0.9237, kappa: 0.2073, kb_relative_information_score: -6405.396, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.917, predictive_accuracy: 0.9346, prior_entropy: 0.3191, recall: 0.9346, relative_absolute_error: 0.7152, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.9705, scimark_benchmark: 1849.8294, usercpu_time_millis: 23.224, usercpu_time_millis_testing: 1.299, usercpu_time_millis_training: 21.925,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7878, f_measure: 0.9146, kappa: 0.0079, kb_relative_information_score: -14795.2984, mean_absolute_error: 0.1039, 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: 0.9521, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.9645, scimark_benchmark: 1981.2661, usercpu_time_millis: 85.527, usercpu_time_millis_testing: 2.576, usercpu_time_millis_training: 82.951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8233, f_measure: 0.9147, kappa: 0.0397, kb_relative_information_score: -11618.5548, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9012, predictive_accuracy: 0.9374, prior_entropy: 0.3191, recall: 0.9374, relative_absolute_error: 0.7895, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.9557, scimark_benchmark: 2087.9031, usercpu_time_millis: 82.308, usercpu_time_millis_testing: 4.863, usercpu_time_millis_training: 77.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6432, f_measure: 0.914, kb_relative_information_score: -10561.3597, mean_absolute_error: 0.108, 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: 0.9902, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.232, root_relative_squared_error: 0.9935, scimark_benchmark: 1976.4229, usercpu_time_millis: 66.747, usercpu_time_millis_testing: 4.019, usercpu_time_millis_training: 62.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6206, f_measure: 0.914, kb_relative_information_score: -8430.6793, 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: 0.9942, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.9959, scimark_benchmark: 1728.4155, usercpu_time_millis: 57.806, usercpu_time_millis_testing: 5.232, usercpu_time_millis_training: 52.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7186, f_measure: 0.914, kb_relative_information_score: -12761.7409, mean_absolute_error: 0.1069, 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: 0.98, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.23, root_relative_squared_error: 0.9851, scimark_benchmark: 2056.9725, usercpu_time_millis: 57.64, usercpu_time_millis_testing: 4.714, usercpu_time_millis_training: 52.926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8443, f_measure: 0.9143, kappa: 0.0242, kb_relative_information_score: -10478.8837, mean_absolute_error: 0.0902, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8999, predictive_accuracy: 0.9389, prior_entropy: 0.3191, recall: 0.9389, relative_absolute_error: 0.8263, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.9187, scimark_benchmark: 1963.3222, usercpu_time_millis: 49.122, usercpu_time_millis_testing: 3.368, usercpu_time_millis_training: 45.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.914, kb_relative_information_score: -64.1546, 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: 1726.1829, usercpu_time_millis: 12.991, usercpu_time_millis_testing: 0.88, usercpu_time_millis_training: 12.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8421, f_measure: 0.914, kb_relative_information_score: -11017.0697, mean_absolute_error: 0.0953, 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: 0.8737, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.9229, scimark_benchmark: 2028.4784, usercpu_time_millis: 14.661, usercpu_time_millis_testing: 0.757, usercpu_time_millis_training: 13.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7411, f_measure: 0.9298, kappa: 0.2646, kb_relative_information_score: -581.2768, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9253, predictive_accuracy: 0.9407, prior_entropy: 0.3191, recall: 0.9407, relative_absolute_error: 0.6315, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.229, root_relative_squared_error: 0.9806, scimark_benchmark: 1732.8983, usercpu_time_millis: 207.478, usercpu_time_millis_testing: 11.964, usercpu_time_millis_training: 195.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8199, f_measure: 0.9145, kappa: 0.0365, kb_relative_information_score: -11677.0255, mean_absolute_error: 0.0863, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9006, predictive_accuracy: 0.9374, prior_entropy: 0.3191, recall: 0.9374, relative_absolute_error: 0.7912, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2238, root_relative_squared_error: 0.9585, scimark_benchmark: 1984.533, usercpu_time_millis: 185.702, usercpu_time_millis_testing: 9.191, usercpu_time_millis_training: 176.511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8403, f_measure: 0.9147, kappa: 0.0089, kb_relative_information_score: -12597.3115, mean_absolute_error: 0.099, 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: 0.9072, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.9259, scimark_benchmark: 1987.3618, usercpu_time_millis: 159.307, usercpu_time_millis_testing: 10.55, usercpu_time_millis_training: 148.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8073, f_measure: 0.9147, kappa: 0.0089, kb_relative_information_score: -14333.5489, 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: 0.9448, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.9554, scimark_benchmark: 2127.4244, usercpu_time_millis: 129.943, usercpu_time_millis_testing: 7.468, usercpu_time_millis_training: 122.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7816, f_measure: 0.9279, kappa: 0.2474, kb_relative_information_score: -1170.8386, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9226, predictive_accuracy: 0.9388, prior_entropy: 0.3191, recall: 0.9388, relative_absolute_error: 0.643, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2295, root_relative_squared_error: 0.9826, scimark_benchmark: 2123.3774, usercpu_time_millis: 104.162, usercpu_time_millis_testing: 6.199, usercpu_time_millis_training: 97.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7289, f_measure: 0.914, kb_relative_information_score: -12297.1624, mean_absolute_error: 0.1068, 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: 0.9788, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2297, root_relative_squared_error: 0.9837, scimark_benchmark: 1997.4058, usercpu_time_millis: 87.876, usercpu_time_millis_testing: 7.653, usercpu_time_millis_training: 80.223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8256, f_measure: 0.9292, kappa: 0.2546, kb_relative_information_score: -392.2104, 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: 0.6437, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.9518, scimark_benchmark: 1733.3606, usercpu_time_millis: 82.049, usercpu_time_millis_testing: 5.891, usercpu_time_millis_training: 76.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.837, f_measure: 0.9152, kappa: 0.0463, kb_relative_information_score: -11418.6679, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9026, predictive_accuracy: 0.9375, prior_entropy: 0.3191, recall: 0.9375, relative_absolute_error: 0.8022, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2185, root_relative_squared_error: 0.9355, scimark_benchmark: 1962.5569, usercpu_time_millis: 58.646, usercpu_time_millis_testing: 3.175, usercpu_time_millis_training: 55.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8303, f_measure: 0.9271, kappa: 0.2398, kb_relative_information_score: -1935.151, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9216, predictive_accuracy: 0.938, prior_entropy: 0.3191, recall: 0.938, relative_absolute_error: 0.6703, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.22, root_relative_squared_error: 0.9419, scimark_benchmark: 2120.6144, usercpu_time_millis: 40.174, usercpu_time_millis_testing: 1.994, usercpu_time_millis_training: 38.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6977, f_measure: 0.914, kb_relative_information_score: -12884.1638, mean_absolute_error: 0.1072, 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: 0.9823, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2306, root_relative_squared_error: 0.9874, scimark_benchmark: 1735.1328, usercpu_time_millis: 34.763, usercpu_time_millis_testing: 1.608, usercpu_time_millis_training: 33.155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8646, f_measure: 0.9289, kappa: 0.2062, kb_relative_information_score: -8596.9275, mean_absolute_error: 0.0887, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9363, predictive_accuracy: 0.9468, prior_entropy: 0.3191, recall: 0.9468, relative_absolute_error: 0.8126, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.8636, scimark_benchmark: 2001.1875, usercpu_time_millis: 34.017, usercpu_time_millis_testing: 1.734, usercpu_time_millis_training: 32.283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7128, f_measure: 0.914, kb_relative_information_score: -9964.5038, mean_absolute_error: 0.1075, 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: 0.2309, root_relative_squared_error: 0.9885, scimark_benchmark: 1993.5517, usercpu_time_millis: 29.038, usercpu_time_millis_testing: 3.635, usercpu_time_millis_training: 25.403,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7969, f_measure: 0.9253, kappa: 0.2286, kb_relative_information_score: -2952.8198, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9192, predictive_accuracy: 0.9355, prior_entropy: 0.3191, recall: 0.9355, relative_absolute_error: 0.6702, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2306, root_relative_squared_error: 0.9872, scimark_benchmark: 1996.4337, usercpu_time_millis: 16.531, usercpu_time_millis_testing: 0.603, usercpu_time_millis_training: 15.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7999, f_measure: 0.9227, kappa: 0.2088, kb_relative_information_score: -5974.8907, mean_absolute_error: 0.0779, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9161, predictive_accuracy: 0.9323, prior_entropy: 0.3191, recall: 0.9323, relative_absolute_error: 0.714, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2349, root_relative_squared_error: 1.0061, scimark_benchmark: 1959.5111, usercpu_time_millis: 14.578, usercpu_time_millis_testing: 0.416, usercpu_time_millis_training: 14.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.914, kb_relative_information_score: -566.0493, mean_absolute_error: 0.1092, 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: 1.0012, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1, scimark_benchmark: 2087.0069, usercpu_time_millis: 1.993, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 1.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8111, f_measure: 0.9291, kappa: 0.2585, kb_relative_information_score: -906.9751, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9243, predictive_accuracy: 0.94, prior_entropy: 0.3191, recall: 0.94, relative_absolute_error: 0.6413, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.9716, scimark_benchmark: 1841.2811, usercpu_time_millis: 232.037, usercpu_time_millis_testing: 11.322, usercpu_time_millis_training: 220.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7852, f_measure: 0.9299, kappa: 0.2683, kb_relative_information_score: -662.0819, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9253, predictive_accuracy: 0.9405, prior_entropy: 0.3191, recall: 0.9405, relative_absolute_error: 0.6323, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.9801, scimark_benchmark: 1773.6197, usercpu_time_millis: 207.24, usercpu_time_millis_testing: 9.283, usercpu_time_millis_training: 197.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7744, f_measure: 0.9286, kappa: 0.2521, kb_relative_information_score: -942.884, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9237, predictive_accuracy: 0.9398, prior_entropy: 0.3191, recall: 0.9398, relative_absolute_error: 0.6383, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.977, scimark_benchmark: 1806.1628, usercpu_time_millis: 183.654, usercpu_time_millis_testing: 9.478, usercpu_time_millis_training: 174.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7524, f_measure: 0.931, kappa: 0.2828, kb_relative_information_score: 154.194, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9267, predictive_accuracy: 0.941, prior_entropy: 0.3191, recall: 0.941, relative_absolute_error: 0.6229, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2292, root_relative_squared_error: 0.9813, scimark_benchmark: 1837.1955, usercpu_time_millis: 186.254, usercpu_time_millis_testing: 7.631, usercpu_time_millis_training: 178.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8428, f_measure: 0.928, kappa: 0.2333, kb_relative_information_score: -3512.3769, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9236, predictive_accuracy: 0.9409, prior_entropy: 0.3191, recall: 0.9409, relative_absolute_error: 0.699, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2138, root_relative_squared_error: 0.9156, scimark_benchmark: 1754.7992, usercpu_time_millis: 158.938, usercpu_time_millis_testing: 13.301, usercpu_time_millis_training: 145.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7067, f_measure: 0.931, kappa: 0.2821, kb_relative_information_score: 331.7506, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9267, predictive_accuracy: 0.9411, prior_entropy: 0.3191, recall: 0.9411, relative_absolute_error: 0.6185, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2298, root_relative_squared_error: 0.984, scimark_benchmark: 2123.9908, usercpu_time_millis: 148.933, usercpu_time_millis_testing: 6.229, usercpu_time_millis_training: 142.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7966, f_measure: 0.9303, kappa: 0.2705, kb_relative_information_score: -195.59, mean_absolute_error: 0.0687, 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: 0.6294, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2277, root_relative_squared_error: 0.975, scimark_benchmark: 1775.6108, usercpu_time_millis: 147.516, usercpu_time_millis_testing: 7.914, usercpu_time_millis_training: 139.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8276, f_measure: 0.9146, kappa: 0.0362, kb_relative_information_score: -12008.851, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9009, predictive_accuracy: 0.9377, prior_entropy: 0.3191, recall: 0.9377, relative_absolute_error: 0.7927, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2226, root_relative_squared_error: 0.9533, scimark_benchmark: 1740.9783, usercpu_time_millis: 141.642, usercpu_time_millis_testing: 6.486, usercpu_time_millis_training: 135.156,

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