OpenML
Supervised Classification on Click_prediction_small

Supervised Classification on Click_prediction_small

Task 7295 Supervised Classification Click_prediction_small 39610 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6991, average_cost: 16.7197, f_measure: 0.758, kappa: 0.0117, kb_relative_information_score: -1749.7999, mean_absolute_error: 0.2667, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8282, predictive_accuracy: 0.8325, prior_entropy: 0.6541, recall: 0.8325, relative_absolute_error: 0.952, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3614, root_relative_squared_error: 0.9658, scimark_benchmark: 1831.0823, total_cost: 667920, usercpu_time_millis: 194.645, usercpu_time_millis_testing: 9.801, usercpu_time_millis_training: 184.844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6983, average_cost: 16.2912, f_measure: 0.7671, kappa: 0.0496, kb_relative_information_score: -2423.8747, mean_absolute_error: 0.2618, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8062, predictive_accuracy: 0.8344, prior_entropy: 0.6541, recall: 0.8344, relative_absolute_error: 0.9348, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3591, root_relative_squared_error: 0.9596, scimark_benchmark: 1823.558, total_cost: 650800, usercpu_time_millis: 88.35, usercpu_time_millis_testing: 3.151, usercpu_time_millis_training: 85.199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6936, average_cost: 16.2326, f_measure: 0.768, kappa: 0.0537, kb_relative_information_score: -2960.5055, mean_absolute_error: 0.2626, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7983, predictive_accuracy: 0.8339, prior_entropy: 0.6541, recall: 0.8339, relative_absolute_error: 0.9374, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3598, root_relative_squared_error: 0.9615, scimark_benchmark: 1816.4801, total_cost: 648460, usercpu_time_millis: 73.138, usercpu_time_millis_testing: 2.504, usercpu_time_millis_training: 70.634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6928, average_cost: 16.6159, f_measure: 0.7602, kappa: 0.0208, kb_relative_information_score: -2393.6371, mean_absolute_error: 0.2624, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8057, predictive_accuracy: 0.8328, prior_entropy: 0.6541, recall: 0.8328, relative_absolute_error: 0.9367, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.361, root_relative_squared_error: 0.9647, scimark_benchmark: 1837.1955, total_cost: 663770, usercpu_time_millis: 528.539, usercpu_time_millis_testing: 19, usercpu_time_millis_training: 509.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6918, average_cost: 16.5883, f_measure: 0.7608, kappa: 0.0235, kb_relative_information_score: -2444.5106, mean_absolute_error: 0.2637, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8099, predictive_accuracy: 0.8331, prior_entropy: 0.6541, recall: 0.8331, relative_absolute_error: 0.9413, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3612, root_relative_squared_error: 0.9652, scimark_benchmark: 1951.5273, total_cost: 662670, usercpu_time_millis: 286.207, usercpu_time_millis_testing: 17.913, usercpu_time_millis_training: 268.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6983, average_cost: 16.3685, f_measure: 0.7654, kappa: 0.0427, kb_relative_information_score: -2175.3551, mean_absolute_error: 0.261, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8036, predictive_accuracy: 0.8339, prior_entropy: 0.6541, recall: 0.8339, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.9604, scimark_benchmark: 1836.1651, total_cost: 653890, usercpu_time_millis: 24.404, usercpu_time_millis_testing: 0.683, usercpu_time_millis_training: 23.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.692, average_cost: 16.5901, f_measure: 0.7607, kappa: 0.0231, kb_relative_information_score: -2499.7086, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8048, predictive_accuracy: 0.8329, prior_entropy: 0.6541, recall: 0.8329, relative_absolute_error: 0.9344, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3608, root_relative_squared_error: 0.9642, scimark_benchmark: 1833.6006, total_cost: 662740, usercpu_time_millis: 11.807, usercpu_time_millis_testing: 0.267, usercpu_time_millis_training: 11.54,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6875, average_cost: 16.717, f_measure: 0.7578, kappa: 0.0112, kb_relative_information_score: -2505.0768, mean_absolute_error: 0.2633, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7881, predictive_accuracy: 0.8319, prior_entropy: 0.6541, recall: 0.8319, relative_absolute_error: 0.9401, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.362, root_relative_squared_error: 0.9672, scimark_benchmark: 2128.2623, total_cost: 667810, usercpu_time_millis: 382.507, usercpu_time_millis_testing: 10.193, usercpu_time_millis_training: 372.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, average_cost: 16.7833, f_measure: 0.7565, kappa: 0.0056, kb_relative_information_score: -2033.0146, mean_absolute_error: 0.2681, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8267, predictive_accuracy: 0.832, prior_entropy: 0.6541, recall: 0.832, relative_absolute_error: 0.9571, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.9675, scimark_benchmark: 1745.331, total_cost: 670460, usercpu_time_millis: 144.548, usercpu_time_millis_testing: 15.166, usercpu_time_millis_training: 129.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6833, average_cost: 16.8419, f_measure: 0.7551, kb_relative_information_score: -1949.9911, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.968, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3653, root_relative_squared_error: 0.9761, scimark_benchmark: 1763.2766, total_cost: 672800, usercpu_time_millis: 149.724, usercpu_time_millis_testing: 12.505, usercpu_time_millis_training: 137.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, average_cost: 16.8419, f_measure: 0.7551, kb_relative_information_score: -87.5788, mean_absolute_error: 0.2802, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1.0004, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1759.7455, total_cost: 672800, usercpu_time_millis: 1.946, usercpu_time_millis_testing: 0.201, usercpu_time_millis_training: 1.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6173, average_cost: 16.8419, f_measure: 0.7551, kb_relative_information_score: -2496.34, mean_absolute_error: 0.2761, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9856, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3704, root_relative_squared_error: 0.9898, scimark_benchmark: 1731.0396, total_cost: 672800, usercpu_time_millis: 71.29, usercpu_time_millis_testing: 5.082, usercpu_time_millis_training: 66.208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6223, average_cost: 16.8419, f_measure: 0.7551, kb_relative_information_score: -2271.6633, mean_absolute_error: 0.2758, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9845, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.37, root_relative_squared_error: 0.9888, scimark_benchmark: 1778.3243, total_cost: 672800, usercpu_time_millis: 56.72, usercpu_time_millis_testing: 5.426, usercpu_time_millis_training: 51.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6909, average_cost: 16.6316, f_measure: 0.7599, kappa: 0.0195, kb_relative_information_score: -2422.8697, mean_absolute_error: 0.2632, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8087, predictive_accuracy: 0.8328, prior_entropy: 0.6541, recall: 0.8328, relative_absolute_error: 0.9395, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3614, root_relative_squared_error: 0.9657, scimark_benchmark: 2008.3337, total_cost: 664400, usercpu_time_millis: 100.859, usercpu_time_millis_testing: 3.8, usercpu_time_millis_training: 97.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6894, average_cost: 16.8419, f_measure: 0.7551, kb_relative_information_score: -2040.2991, mean_absolute_error: 0.2695, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9622, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.9721, scimark_benchmark: 1715.9296, total_cost: 672800, usercpu_time_millis: 111.317, usercpu_time_millis_testing: 8.26, usercpu_time_millis_training: 103.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6745, average_cost: 16.8419, f_measure: 0.7551, kb_relative_information_score: -2855.0093, mean_absolute_error: 0.2667, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9522, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.364, root_relative_squared_error: 0.9727, scimark_benchmark: 1780.4443, total_cost: 672800, usercpu_time_millis: 24.826, usercpu_time_millis_testing: 0.682, usercpu_time_millis_training: 24.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6857, average_cost: 16.7022, f_measure: 0.7581, kappa: 0.0123, kb_relative_information_score: -2497.9825, mean_absolute_error: 0.2631, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7833, predictive_accuracy: 0.8318, prior_entropy: 0.6541, recall: 0.8318, relative_absolute_error: 0.9392, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3622, root_relative_squared_error: 0.968, scimark_benchmark: 1748.1341, total_cost: 667220, usercpu_time_millis: 656.927, usercpu_time_millis_testing: 16.456, usercpu_time_millis_training: 640.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.66, average_cost: 16.8419, f_measure: 0.7551, kb_relative_information_score: -2313.07, mean_absolute_error: 0.2744, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9795, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3684, root_relative_squared_error: 0.9844, scimark_benchmark: 1762.3022, total_cost: 672800, usercpu_time_millis: 36.007, usercpu_time_millis_testing: 2.657, usercpu_time_millis_training: 33.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, average_cost: 16.8419, f_measure: 0.7551, kb_relative_information_score: 3.4807, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1753.7145, total_cost: 672800, usercpu_time_millis: 37.091, usercpu_time_millis_testing: 6.667, usercpu_time_millis_training: 30.424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6958, average_cost: 16.1615, f_measure: 0.7694, kappa: 0.0598, kb_relative_information_score: -2272.4052, mean_absolute_error: 0.259, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7994, predictive_accuracy: 0.8343, prior_entropy: 0.6541, recall: 0.8343, relative_absolute_error: 0.9247, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3595, root_relative_squared_error: 0.9607, scimark_benchmark: 1734.3333, total_cost: 645620, usercpu_time_millis: 824.504, usercpu_time_millis_testing: 14.573, usercpu_time_millis_training: 809.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6889, average_cost: 16.6957, f_measure: 0.7582, kappa: 0.0129, kb_relative_information_score: -2555.8587, mean_absolute_error: 0.2625, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7823, predictive_accuracy: 0.8318, prior_entropy: 0.6541, recall: 0.8318, relative_absolute_error: 0.937, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.9668, scimark_benchmark: 1734.3333, total_cost: 666960, usercpu_time_millis: 748.078, usercpu_time_millis_testing: 18.052, usercpu_time_millis_training: 730.026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6965, average_cost: 16.1347, f_measure: 0.77, kappa: 0.0622, kb_relative_information_score: -2338.3792, mean_absolute_error: 0.259, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8005, predictive_accuracy: 0.8345, prior_entropy: 0.6541, recall: 0.8345, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.9604, scimark_benchmark: 1985.6012, total_cost: 644550, usercpu_time_millis: 240.61, usercpu_time_millis_testing: 7.13, usercpu_time_millis_training: 233.48,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6879, average_cost: 16.0701, f_measure: 0.771, kappa: 0.0668, kb_relative_information_score: -3934.9552, mean_absolute_error: 0.2654, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7964, predictive_accuracy: 0.8342, prior_entropy: 0.6541, recall: 0.8342, relative_absolute_error: 0.9475, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.361, root_relative_squared_error: 0.9646, scimark_benchmark: 1939.2342, total_cost: 641970, usercpu_time_millis: 171.999, usercpu_time_millis_testing: 6.384, usercpu_time_millis_training: 165.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.626, average_cost: 16.8419, f_measure: 0.7551, kb_relative_information_score: -2660.7287, mean_absolute_error: 0.2754, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9831, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3698, root_relative_squared_error: 0.9882, scimark_benchmark: 2126.4488, total_cost: 672800, usercpu_time_millis: 92.576, usercpu_time_millis_testing: 7.903, usercpu_time_millis_training: 84.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6752, average_cost: 16.8419, f_measure: 0.7551, kb_relative_information_score: -1840.9527, mean_absolute_error: 0.2731, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.975, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3669, root_relative_squared_error: 0.9804, scimark_benchmark: 1988.7147, total_cost: 672800, usercpu_time_millis: 72.713, usercpu_time_millis_testing: 8.531, usercpu_time_millis_training: 64.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6834, average_cost: 16.6589, f_measure: 0.7592, kappa: 0.0169, kb_relative_information_score: -2640.7985, mean_absolute_error: 0.2651, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8045, predictive_accuracy: 0.8325, prior_entropy: 0.6541, recall: 0.8325, relative_absolute_error: 0.9464, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3626, root_relative_squared_error: 0.9689, scimark_benchmark: 2057.8154, total_cost: 665490, usercpu_time_millis: 54.575, usercpu_time_millis_testing: 3.032, usercpu_time_millis_training: 51.543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6959, average_cost: 16.8051, f_measure: 0.756, kappa: 0.0036, kb_relative_information_score: -1878.7896, mean_absolute_error: 0.2674, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8321, predictive_accuracy: 0.8319, prior_entropy: 0.6541, recall: 0.8319, relative_absolute_error: 0.9546, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.9675, scimark_benchmark: 1970.1222, total_cost: 671330, usercpu_time_millis: 48.851, usercpu_time_millis_testing: 2.928, usercpu_time_millis_training: 45.923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6634, average_cost: 16.8419, f_measure: 0.7551, kb_relative_information_score: -3160.292, mean_absolute_error: 0.2721, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9715, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3671, root_relative_squared_error: 0.981, scimark_benchmark: 1980.4881, total_cost: 672800, usercpu_time_millis: 29.308, usercpu_time_millis_testing: 1.683, usercpu_time_millis_training: 27.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, average_cost: 16.8419, f_measure: 0.7551, kb_relative_information_score: -46.947, mean_absolute_error: 0.2802, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1985.1906, total_cost: 672800, usercpu_time_millis: 5.513, usercpu_time_millis_testing: 0.622, usercpu_time_millis_training: 4.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6956, average_cost: 16.6942, f_measure: 0.7584, kappa: 0.0134, kb_relative_information_score: -2325.7364, mean_absolute_error: 0.2622, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7955, predictive_accuracy: 0.8322, prior_entropy: 0.6541, recall: 0.8322, relative_absolute_error: 0.9359, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3606, root_relative_squared_error: 0.9636, scimark_benchmark: 2047.1562, total_cost: 666900, usercpu_time_millis: 318.405, usercpu_time_millis_testing: 10.192, usercpu_time_millis_training: 308.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.669, average_cost: 16.7936, f_measure: 0.756, kappa: 0.0038, kb_relative_information_score: -3082.5289, mean_absolute_error: 0.2666, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7564, predictive_accuracy: 0.8312, prior_entropy: 0.6541, recall: 0.8312, relative_absolute_error: 0.9519, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3645, root_relative_squared_error: 0.9739, scimark_benchmark: 1940.3839, total_cost: 670870, usercpu_time_millis: 241.371, usercpu_time_millis_testing: 8.573, usercpu_time_millis_training: 232.798,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6519, average_cost: 16.8419, f_measure: 0.7551, kb_relative_information_score: -3336.94, mean_absolute_error: 0.2696, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9625, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3665, root_relative_squared_error: 0.9794, scimark_benchmark: 1986.9783, total_cost: 672800, usercpu_time_millis: 122.461, usercpu_time_millis_testing: 4.959, usercpu_time_millis_training: 117.502,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6847, average_cost: 16.705, f_measure: 0.7581, kappa: 0.0123, kb_relative_information_score: -2436.8185, mean_absolute_error: 0.2636, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7898, predictive_accuracy: 0.832, prior_entropy: 0.6541, recall: 0.832, relative_absolute_error: 0.941, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3623, root_relative_squared_error: 0.9682, scimark_benchmark: 1358.6502, total_cost: 667330, usercpu_time_millis: 512.037, usercpu_time_millis_testing: 11.716, usercpu_time_millis_training: 500.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6745, average_cost: 15.565, f_measure: 0.7787, kappa: 0.1021, kb_relative_information_score: -4155.6336, mean_absolute_error: 0.2619, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7872, predictive_accuracy: 0.8327, prior_entropy: 0.6541, recall: 0.8327, relative_absolute_error: 0.935, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.365, root_relative_squared_error: 0.9753, scimark_benchmark: 1356.2927, total_cost: 621790, usercpu_time_millis: 80.115, usercpu_time_millis_testing: 0.926, usercpu_time_millis_training: 79.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6753, average_cost: 16.8419, f_measure: 0.7551, kb_relative_information_score: -1936.6313, mean_absolute_error: 0.2727, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9734, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3665, root_relative_squared_error: 0.9794, scimark_benchmark: 1354.7539, total_cost: 672800, usercpu_time_millis: 9.07, usercpu_time_millis_testing: 0.557, usercpu_time_millis_training: 8.513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.69, average_cost: 16.7315, f_measure: 0.7576, kappa: 0.0104, kb_relative_information_score: -1915.6206, mean_absolute_error: 0.2668, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8114, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9523, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.362, root_relative_squared_error: 0.9674, scimark_benchmark: 1349.8562, total_cost: 668390, usercpu_time_millis: 16.823, usercpu_time_millis_testing: 0.704, usercpu_time_millis_training: 16.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, average_cost: 15.8121, f_measure: 0.7754, kappa: 0.0862, kb_relative_information_score: -3648.5226, mean_absolute_error: 0.2627, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.793, predictive_accuracy: 0.8341, prior_entropy: 0.6541, recall: 0.8341, relative_absolute_error: 0.9377, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3616, root_relative_squared_error: 0.9661, scimark_benchmark: 1347.689, total_cost: 631660, usercpu_time_millis: 1102.338, usercpu_time_millis_testing: 25.571, usercpu_time_millis_training: 1076.767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6905, average_cost: 16.7102, f_measure: 0.7581, kappa: 0.0123, kb_relative_information_score: -2442.8247, mean_absolute_error: 0.2645, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8097, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9443, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3617, root_relative_squared_error: 0.9664, scimark_benchmark: 1352.7425, total_cost: 667540, usercpu_time_millis: 131.171, usercpu_time_millis_testing: 5.266, usercpu_time_millis_training: 125.905,

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