Task
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: 0.8299, f_measure: 0.9146, kappa: 0.0364, kb_relative_information_score: -12064.523, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.901, predictive_accuracy: 0.9377, prior_entropy: 0.3191, recall: 0.9377, relative_absolute_error: 0.7948, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.9484, scimark_benchmark: 1854.4431, usercpu_time_millis: 164.706, usercpu_time_millis_testing: 8.74, usercpu_time_millis_training: 155.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7955, f_measure: 0.9287, kappa: 0.2514, kb_relative_information_score: -1181.6168, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9239, predictive_accuracy: 0.9401, prior_entropy: 0.3191, recall: 0.9401, relative_absolute_error: 0.6432, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2277, root_relative_squared_error: 0.975, scimark_benchmark: 1740.1736, usercpu_time_millis: 129.938, usercpu_time_millis_testing: 11.721, usercpu_time_millis_training: 118.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7855, f_measure: 0.9144, kappa: 0.005, kb_relative_information_score: -13469.8777, mean_absolute_error: 0.1046, 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: 0.9588, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.968, scimark_benchmark: 1853.9121, usercpu_time_millis: 119.398, usercpu_time_millis_testing: 8.344, usercpu_time_millis_training: 111.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7223, f_measure: 0.914, kb_relative_information_score: -12976.1701, 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: 0.9806, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2299, root_relative_squared_error: 0.9844, scimark_benchmark: 1726.1829, usercpu_time_millis: 109.683, usercpu_time_millis_testing: 7.428, usercpu_time_millis_training: 102.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8329, f_measure: 0.9252, kappa: 0.2119, kb_relative_information_score: -6481.2314, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9191, predictive_accuracy: 0.9375, prior_entropy: 0.3191, recall: 0.9375, relative_absolute_error: 0.7202, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.9363, scimark_benchmark: 1732.4995, usercpu_time_millis: 95.66, usercpu_time_millis_testing: 4.519, usercpu_time_millis_training: 91.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8076, f_measure: 0.9285, kappa: 0.2488, kb_relative_information_score: -886.3974, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9235, predictive_accuracy: 0.9399, prior_entropy: 0.3191, recall: 0.9399, relative_absolute_error: 0.6429, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2263, root_relative_squared_error: 0.9692, scimark_benchmark: 1764.7175, usercpu_time_millis: 66.91, usercpu_time_millis_testing: 3.721, usercpu_time_millis_training: 63.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6446, f_measure: 0.914, kb_relative_information_score: -7637.6825, 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: 0.9929, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2323, root_relative_squared_error: 0.9947, scimark_benchmark: 1852.8859, usercpu_time_millis: 56.389, usercpu_time_millis_testing: 6.826, usercpu_time_millis_training: 49.563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8244, f_measure: 0.9145, kappa: 0.0346, kb_relative_information_score: -11902.6401, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9005, predictive_accuracy: 0.9376, prior_entropy: 0.3191, recall: 0.9376, relative_absolute_error: 0.7925, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2235, root_relative_squared_error: 0.9571, scimark_benchmark: 1852.5406, usercpu_time_millis: 36.387, usercpu_time_millis_testing: 1.203, usercpu_time_millis_training: 35.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.834, f_measure: 0.9166, kappa: 0.0693, kb_relative_information_score: -11194.9626, mean_absolute_error: 0.086, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.906, predictive_accuracy: 0.9375, prior_entropy: 0.3191, recall: 0.9375, relative_absolute_error: 0.7886, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.22, root_relative_squared_error: 0.9422, scimark_benchmark: 1739.709, usercpu_time_millis: 27.031, usercpu_time_millis_testing: 1.434, usercpu_time_millis_training: 25.597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, f_measure: 0.914, kb_relative_information_score: -16.0936, 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: 1853.9849, usercpu_time_millis: 23.578, usercpu_time_millis_testing: 3.118, usercpu_time_millis_training: 20.46,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5062, kb_relative_information_score: -694.006, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9968, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4881, kb_relative_information_score: -4422.9115, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1.0067, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2333, root_relative_squared_error: 0.9989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8138, f_measure: 0.9264, kappa: 0.1953, kb_relative_information_score: -4332.5929, mean_absolute_error: 0.0921, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9236, predictive_accuracy: 0.9423, prior_entropy: 0.3191, recall: 0.9423, relative_absolute_error: 0.8444, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.9224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5257, kb_relative_information_score: -1890.7906, mean_absolute_error: 0.1095, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1.004, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4977, kb_relative_information_score: -1438.5785, mean_absolute_error: 0.1093, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1.0019, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 0.9999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8475, f_measure: 0.9172, kappa: 0.0436, kb_relative_information_score: -11528.7313, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9332, predictive_accuracy: 0.9431, prior_entropy: 0.3191, recall: 0.9431, relative_absolute_error: 0.8676, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.904, scimark_benchmark: 1850.2875, usercpu_time_millis: 288.102, usercpu_time_millis_testing: 10.696, usercpu_time_millis_training: 277.406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.789, f_measure: 0.9286, kappa: 0.2505, kb_relative_information_score: -934.7759, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9237, predictive_accuracy: 0.9399, prior_entropy: 0.3191, recall: 0.9399, relative_absolute_error: 0.6387, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.9802, scimark_benchmark: 1853.3841, usercpu_time_millis: 170.784, usercpu_time_millis_testing: 9.609, usercpu_time_millis_training: 161.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7595, f_measure: 0.9143, kappa: 0.004, kb_relative_information_score: -14611.6685, mean_absolute_error: 0.1051, 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: 0.9634, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.9744, scimark_benchmark: 1849.7595, usercpu_time_millis: 162.832, usercpu_time_millis_testing: 5.283, usercpu_time_millis_training: 157.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.72, f_measure: 0.9302, kappa: 0.2731, kb_relative_information_score: -431.7805, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9257, predictive_accuracy: 0.9406, prior_entropy: 0.3191, recall: 0.9406, relative_absolute_error: 0.6294, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2292, root_relative_squared_error: 0.9813, scimark_benchmark: 1853.9121, usercpu_time_millis: 131.504, usercpu_time_millis_testing: 7.254, usercpu_time_millis_training: 124.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8553, f_measure: 0.9169, kappa: 0.0386, kb_relative_information_score: -10726.5255, mean_absolute_error: 0.0971, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9401, predictive_accuracy: 0.9432, prior_entropy: 0.3191, recall: 0.9432, relative_absolute_error: 0.8899, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.9058, scimark_benchmark: 1854.4431, usercpu_time_millis: 116.181, usercpu_time_millis_testing: 11.502, usercpu_time_millis_training: 104.679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7947, f_measure: 0.9298, kappa: 0.264, kb_relative_information_score: -369.6617, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9253, predictive_accuracy: 0.9408, prior_entropy: 0.3191, recall: 0.9408, relative_absolute_error: 0.6319, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2273, root_relative_squared_error: 0.9733, scimark_benchmark: 1850.2875, usercpu_time_millis: 103.339, usercpu_time_millis_testing: 6.848, usercpu_time_millis_training: 96.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8269, f_measure: 0.9239, kappa: 0.2067, kb_relative_information_score: -7431.7913, mean_absolute_error: 0.0793, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9173, predictive_accuracy: 0.9353, prior_entropy: 0.3191, recall: 0.9353, relative_absolute_error: 0.7272, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.956, scimark_benchmark: 1848.7304, usercpu_time_millis: 101.517, usercpu_time_millis_testing: 6.297, usercpu_time_millis_training: 95.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8513, f_measure: 0.921, kappa: 0.1114, kb_relative_information_score: -7152.2243, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9189, predictive_accuracy: 0.9418, prior_entropy: 0.3191, recall: 0.9418, relative_absolute_error: 0.766, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.8977, scimark_benchmark: 1852.3877, usercpu_time_millis: 93.411, usercpu_time_millis_testing: 7.484, usercpu_time_millis_training: 85.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6662, f_measure: 0.914, kb_relative_information_score: -8956.4658, 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: 0.9903, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.9925, scimark_benchmark: 1855.5541, usercpu_time_millis: 82.556, usercpu_time_millis_testing: 8.221, usercpu_time_millis_training: 74.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6967, f_measure: 0.914, kb_relative_information_score: -11534.1401, 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: 0.9854, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.9889, scimark_benchmark: 1851.8567, usercpu_time_millis: 69.658, usercpu_time_millis_testing: 6.529, usercpu_time_millis_training: 63.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.834, f_measure: 0.914, kb_relative_information_score: -10109.6351, mean_absolute_error: 0.0994, 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: 0.9114, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.9387, scimark_benchmark: 1850.8185, usercpu_time_millis: 63.862, usercpu_time_millis_testing: 6.423, usercpu_time_millis_training: 57.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.823, f_measure: 0.9297, kappa: 0.2607, kb_relative_information_score: -219.3205, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9254, predictive_accuracy: 0.9411, prior_entropy: 0.3191, recall: 0.9411, relative_absolute_error: 0.6372, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.9538, scimark_benchmark: 1851.8567, usercpu_time_millis: 59.72, usercpu_time_millis_testing: 4.199, usercpu_time_millis_training: 55.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7025, f_measure: 0.914, kb_relative_information_score: -12046.6035, mean_absolute_error: 0.1073, 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: 0.9831, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2306, root_relative_squared_error: 0.9874, scimark_benchmark: 1857.1082, usercpu_time_millis: 42.388, usercpu_time_millis_testing: 2.965, usercpu_time_millis_training: 39.423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8396, f_measure: 0.9148, kappa: 0.0098, kb_relative_information_score: -14794.4996, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9405, predictive_accuracy: 0.9424, prior_entropy: 0.3191, recall: 0.9424, relative_absolute_error: 0.9178, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.9213, scimark_benchmark: 1846.6923, usercpu_time_millis: 35.273, usercpu_time_millis_testing: 1.27, usercpu_time_millis_training: 34.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8577, f_measure: 0.9224, kappa: 0.1168, kb_relative_information_score: -9849.9001, mean_absolute_error: 0.0906, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.932, predictive_accuracy: 0.9445, prior_entropy: 0.3191, recall: 0.9445, relative_absolute_error: 0.8308, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.8768, scimark_benchmark: 1853.0716, usercpu_time_millis: 15.157, usercpu_time_millis_testing: 0.638, usercpu_time_millis_training: 14.519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.685, f_measure: 0.914, kb_relative_information_score: -11918.4419, 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: 0.9857, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.9896, scimark_benchmark: 1851.9295, usercpu_time_millis: 7.994, usercpu_time_millis_testing: 0.365, usercpu_time_millis_training: 7.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6804, f_measure: 0.9146, kappa: 0.0132, kb_relative_information_score: -8789.3114, mean_absolute_error: 0.101, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9051, predictive_accuracy: 0.9414, prior_entropy: 0.3191, recall: 0.9414, relative_absolute_error: 0.9259, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.227, root_relative_squared_error: 0.9718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5142, kb_relative_information_score: -989.9447, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8172, f_measure: 0.9264, kappa: 0.2372, kb_relative_information_score: -1819.5626, 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: 0.6585, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.9683, scimark_benchmark: 1853.9121, usercpu_time_millis: 153.008, usercpu_time_millis_testing: 9.796, usercpu_time_millis_training: 143.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7562, f_measure: 0.9297, kappa: 0.2628, kb_relative_information_score: -833.2714, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9251, predictive_accuracy: 0.9407, prior_entropy: 0.3191, recall: 0.9407, relative_absolute_error: 0.6357, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2287, root_relative_squared_error: 0.9792, scimark_benchmark: 1842.1399, usercpu_time_millis: 124.88, usercpu_time_millis_testing: 8.552, usercpu_time_millis_training: 116.328,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8387, f_measure: 0.9253, kappa: 0.1994, kb_relative_information_score: -6849.9926, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9198, predictive_accuracy: 0.9393, prior_entropy: 0.3191, recall: 0.9393, relative_absolute_error: 0.7328, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2158, root_relative_squared_error: 0.924, scimark_benchmark: 1851.3986, usercpu_time_millis: 114.692, usercpu_time_millis_testing: 8.163, usercpu_time_millis_training: 106.529,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8387, f_measure: 0.9249, kappa: 0.1908, kb_relative_information_score: -7424.1384, mean_absolute_error: 0.0807, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9196, predictive_accuracy: 0.9396, prior_entropy: 0.3191, recall: 0.9396, relative_absolute_error: 0.7398, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.9226, scimark_benchmark: 1859.0482, usercpu_time_millis: 131.196, usercpu_time_millis_testing: 8.795, usercpu_time_millis_training: 122.401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7876, f_measure: 0.931, kappa: 0.2809, kb_relative_information_score: 517.4077, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9266, predictive_accuracy: 0.9412, prior_entropy: 0.3191, recall: 0.9412, relative_absolute_error: 0.622, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2253, root_relative_squared_error: 0.9649, scimark_benchmark: 1740.132, usercpu_time_millis: 21.376, usercpu_time_millis_testing: 0.629, usercpu_time_millis_training: 20.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8418, f_measure: 0.9433, kappa: 0.4314, kb_relative_information_score: -5319.2286, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.941, predictive_accuracy: 0.949, prior_entropy: 0.3191, recall: 0.949, relative_absolute_error: 0.6864, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.8718, scimark_benchmark: 1752.9533, usercpu_time_millis: 25.884, usercpu_time_millis_testing: 0.456, usercpu_time_millis_training: 25.428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4884, kb_relative_information_score: 25.1451, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9984, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6635, f_measure: 0.9139, kappa: 0.0008, kb_relative_information_score: -9211.6717, mean_absolute_error: 0.1047, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8929, predictive_accuracy: 0.9416, prior_entropy: 0.3191, recall: 0.9416, relative_absolute_error: 0.9598, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.9913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7882, f_measure: 0.9227, kappa: 0.1513, kb_relative_information_score: -2615.9614, mean_absolute_error: 0.0989, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9173, predictive_accuracy: 0.9399, prior_entropy: 0.3191, recall: 0.9399, relative_absolute_error: 0.9068, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.9524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4814, kb_relative_information_score: -4700.8263, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1.0072, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2333, root_relative_squared_error: 0.9991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4764, kb_relative_information_score: 2.9306, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5398, kb_relative_information_score: -3949.368, mean_absolute_error: 0.1077, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9867, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2334, root_relative_squared_error: 0.9993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5226, kb_relative_information_score: -6324.4172, mean_absolute_error: 0.1107, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1.0148, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, kb_relative_information_score: -1124.6296, mean_absolute_error: 0.1079, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9893, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2336, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8122, f_measure: 0.9264, kappa: 0.1997, kb_relative_information_score: -2581.1917, mean_absolute_error: 0.0921, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9229, predictive_accuracy: 0.9418, prior_entropy: 0.3191, recall: 0.9418, relative_absolute_error: 0.8444, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2177, root_relative_squared_error: 0.9323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4931, kb_relative_information_score: 15.1235, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.484, f_measure: 0.914, kappa: -0.0001, kb_relative_information_score: -14.5901, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8876, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2336, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4853, kb_relative_information_score: 16.7883, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9987, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6881, f_measure: 0.9173, kappa: 0.0537, kb_relative_information_score: -565.2596, mean_absolute_error: 0.1063, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9157, predictive_accuracy: 0.9418, prior_entropy: 0.3191, recall: 0.9418, relative_absolute_error: 0.9743, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.9877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8165, f_measure: 0.9249, kappa: 0.2003, kb_relative_information_score: 542.9597, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.919, predictive_accuracy: 0.9384, prior_entropy: 0.3191, recall: 0.9384, relative_absolute_error: 0.8601, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.9889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8135, f_measure: 0.9266, kappa: 0.2023, kb_relative_information_score: -2600.8226, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9231, predictive_accuracy: 0.9418, prior_entropy: 0.3191, recall: 0.9418, relative_absolute_error: 0.8435, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.9313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7981, f_measure: 0.924, kappa: 0.1722, kb_relative_information_score: -2466.4495, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.919, predictive_accuracy: 0.9401, prior_entropy: 0.3191, recall: 0.9401, relative_absolute_error: 0.8865, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2211, root_relative_squared_error: 0.9469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4735, kb_relative_information_score: -38.4837, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2336, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7079, f_measure: 0.9183, kappa: 0.0695, kb_relative_information_score: -647.4819, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9159, predictive_accuracy: 0.9416, prior_entropy: 0.3191, recall: 0.9416, relative_absolute_error: 0.9632, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.23, root_relative_squared_error: 0.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, kb_relative_information_score: 26.5871, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 0.9984, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2335, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7817, f_measure: 0.9221, kappa: 0.1426, kb_relative_information_score: -2613.0026, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9166, predictive_accuracy: 0.9399, prior_entropy: 0.3191, recall: 0.9399, relative_absolute_error: 0.9149, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.9557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5515, kb_relative_information_score: -8903.1733, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.3191, recall: 0.9421, relative_absolute_error: 1.0179, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2334, root_relative_squared_error: 0.9993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7961, f_measure: 0.9219, kappa: 0.1222, kb_relative_information_score: -7332.5232, mean_absolute_error: 0.0929, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9212, predictive_accuracy: 0.9424, prior_entropy: 0.3191, recall: 0.9424, relative_absolute_error: 0.8516, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2174, root_relative_squared_error: 0.9308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6031, f_measure: 0.9146, kappa: 0.0091, kb_relative_information_score: -9.735, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9141, predictive_accuracy: 0.942, prior_entropy: 0.3191, recall: 0.942, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.9962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6418, f_measure: 0.9137, kappa: 0.0009, kb_relative_information_score: -16530.59, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.8924, predictive_accuracy: 0.9412, prior_entropy: 0.3191, recall: 0.9412, relative_absolute_error: 1.0584, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2293, root_relative_squared_error: 0.9817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6734, f_measure: 0.9173, kappa: 0.0493, kb_relative_information_score: -400.799, mean_absolute_error: 0.1068, mean_prior_absolute_error: 0.1091, number_of_instances: 32769, precision: 0.9196, predictive_accuracy: 0.9423, prior_entropy: 0.3191, recall: 0.9423, relative_absolute_error: 0.9785, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2312, root_relative_squared_error: 0.99,

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