OpenML
Supervised Classification on kr-vs-kp

Supervised Classification on kr-vs-kp

Task 145953 Supervised Classification kr-vs-kp 96152 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1841.6919, usercpu_time_millis: 0.692, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 0.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1840.4249, usercpu_time_millis: 0.714, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 0.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1791.2878, usercpu_time_millis: 0.703, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 0.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9516, f_measure: 0.9142, kappa: 0.828, kb_relative_information_score: 1299.4486, mean_absolute_error: 0.3257, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9187, predictive_accuracy: 0.9146, prior_entropy: 0.9986, recall: 0.9146, relative_absolute_error: 0.6527, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3517, root_relative_squared_error: 0.7042, scimark_benchmark: 1733.6871, usercpu_time_millis: 0.798, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 0.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9565, kappa: 0.9129, kb_relative_information_score: 2639.1762, mean_absolute_error: 0.0989, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9565, predictive_accuracy: 0.9565, prior_entropy: 0.9986, recall: 0.9565, relative_absolute_error: 0.1983, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.3681, scimark_benchmark: 1752.284, usercpu_time_millis: 1.8, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 1.624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9556, kappa: 0.9109, kb_relative_information_score: 2667.6888, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9556, predictive_accuracy: 0.9556, prior_entropy: 0.9986, recall: 0.9556, relative_absolute_error: 0.1875, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.181, root_relative_squared_error: 0.3623, scimark_benchmark: 1822.0006, usercpu_time_millis: 2.116, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 1.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9593, kappa: 0.9185, kb_relative_information_score: 2698.2818, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9593, predictive_accuracy: 0.9593, prior_entropy: 0.9986, recall: 0.9593, relative_absolute_error: 0.176, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.3553, scimark_benchmark: 1792.5556, usercpu_time_millis: 2.289, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 2.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1850.3243, usercpu_time_millis: 0.699, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 0.525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1762.4103, usercpu_time_millis: 0.691, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 0.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1963.6453, mean_absolute_error: 0.2202, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.4414, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2703, root_relative_squared_error: 0.5412, scimark_benchmark: 1777.7452, usercpu_time_millis: 0.899, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 0.716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1748.0991, usercpu_time_millis: 0.718, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 0.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1897.6054, usercpu_time_millis: 0.646, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 0.484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1771.5746, usercpu_time_millis: 0.666, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 0.498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9546, kappa: 0.909, kb_relative_information_score: 2681.3493, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9547, predictive_accuracy: 0.9546, prior_entropy: 0.9986, recall: 0.9546, relative_absolute_error: 0.1823, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1798, root_relative_squared_error: 0.36, scimark_benchmark: 1789.8186, usercpu_time_millis: 2.694, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 2.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1754.9178, usercpu_time_millis: 0.713, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 0.529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9326, kappa: 0.865, kb_relative_information_score: 1676.0513, mean_absolute_error: 0.2665, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9332, predictive_accuracy: 0.9327, prior_entropy: 0.9986, recall: 0.9327, relative_absolute_error: 0.534, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3031, root_relative_squared_error: 0.6068, scimark_benchmark: 1747.1971, usercpu_time_millis: 0.89, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 0.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1885.8107, usercpu_time_millis: 0.629, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 0.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9615, kappa: 0.9229, kb_relative_information_score: 2734.8806, mean_absolute_error: 0.081, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9615, predictive_accuracy: 0.9615, prior_entropy: 0.9986, recall: 0.9615, relative_absolute_error: 0.1623, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.3475, scimark_benchmark: 1836.5574, usercpu_time_millis: 2.475, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 2.299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9487, kappa: 0.8971, kb_relative_information_score: 2550.0143, mean_absolute_error: 0.1157, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9488, predictive_accuracy: 0.9487, prior_entropy: 0.9986, recall: 0.9487, relative_absolute_error: 0.2318, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.3889, scimark_benchmark: 1758.5769, usercpu_time_millis: 1.443, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 1.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1753.6457, usercpu_time_millis: 0.674, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 0.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9662, kappa: 0.9323, kb_relative_information_score: 2794.1824, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9663, predictive_accuracy: 0.9662, prior_entropy: 0.9986, recall: 0.9662, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.3353, scimark_benchmark: 1860.4015, usercpu_time_millis: 3.167, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 2.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1744.3509, usercpu_time_millis: 0.731, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 0.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.8627, kappa: 0.727, kb_relative_information_score: 439.9487, mean_absolute_error: 0.4474, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.8833, predictive_accuracy: 0.8651, prior_entropy: 0.9986, recall: 0.8651, relative_absolute_error: 0.8966, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4501, root_relative_squared_error: 0.9011, scimark_benchmark: 1759.0107, usercpu_time_millis: 0.822, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 0.635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1773.6769, usercpu_time_millis: 0.684, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 0.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9216, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 466.481, mean_absolute_error: 0.444, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.8898, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4474, root_relative_squared_error: 0.8956, scimark_benchmark: 1726.5964, usercpu_time_millis: 0.751, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 0.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.949, kappa: 0.8977, kb_relative_information_score: 2609.7018, mean_absolute_error: 0.1043, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9492, predictive_accuracy: 0.949, prior_entropy: 0.9986, recall: 0.949, relative_absolute_error: 0.2091, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.3789, scimark_benchmark: 1758.2642, usercpu_time_millis: 3.193, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 3.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1755.8271, usercpu_time_millis: 0.685, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 0.513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1722.0132, usercpu_time_millis: 0.853, usercpu_time_millis_testing: 0.207, usercpu_time_millis_training: 0.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8722, f_measure: 0.3583, kb_relative_information_score: 102.6932, mean_absolute_error: 0.4873, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 0.9765, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4881, root_relative_squared_error: 0.9772, scimark_benchmark: 1844.749, usercpu_time_millis: 0.721, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 0.547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1751.2961, usercpu_time_millis: 0.716, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 0.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9583, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1558.8439, mean_absolute_error: 0.2862, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.5736, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3212, root_relative_squared_error: 0.6431, scimark_benchmark: 1773.1116, usercpu_time_millis: 0.78, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 0.603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9398, kappa: 0.8794, kb_relative_information_score: 2059.4388, mean_absolute_error: 0.2035, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9408, predictive_accuracy: 0.9399, prior_entropy: 0.9986, recall: 0.9399, relative_absolute_error: 0.4079, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.256, root_relative_squared_error: 0.5125, scimark_benchmark: 1819.9543, usercpu_time_millis: 0.853, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 0.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1770.7726, usercpu_time_millis: 0.759, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 0.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1823.7179, usercpu_time_millis: 0.692, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 0.52,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9386, kappa: 0.8768, kb_relative_information_score: 1703.2, mean_absolute_error: 0.2635, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9395, predictive_accuracy: 0.9387, prior_entropy: 0.9986, recall: 0.9387, relative_absolute_error: 0.528, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.5991, scimark_benchmark: 1722.5467, usercpu_time_millis: 1.033, usercpu_time_millis_testing: 0.223, usercpu_time_millis_training: 0.81,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1755.6917, usercpu_time_millis: 0.816, usercpu_time_millis_testing: 0.199, usercpu_time_millis_training: 0.617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1765.8742, usercpu_time_millis: 0.657, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 0.492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.949, kappa: 0.8977, kb_relative_information_score: 2340.2137, mean_absolute_error: 0.1542, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9494, predictive_accuracy: 0.949, prior_entropy: 0.9986, recall: 0.949, relative_absolute_error: 0.309, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.44, scimark_benchmark: 1858.8462, usercpu_time_millis: 1.029, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 0.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1725.8132, usercpu_time_millis: 0.83, usercpu_time_millis_testing: 0.202, usercpu_time_millis_training: 0.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9556, kappa: 0.9109, kb_relative_information_score: 2675.1494, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9556, predictive_accuracy: 0.9556, prior_entropy: 0.9986, recall: 0.9556, relative_absolute_error: 0.1847, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1803, root_relative_squared_error: 0.361, scimark_benchmark: 1826.1865, usercpu_time_millis: 2.319, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 2.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9628, kappa: 0.9254, kb_relative_information_score: 2737.7919, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9628, predictive_accuracy: 0.9628, prior_entropy: 0.9986, recall: 0.9628, relative_absolute_error: 0.1611, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1735, root_relative_squared_error: 0.3474, scimark_benchmark: 1830.0554, usercpu_time_millis: 2.696, usercpu_time_millis_testing: 0.245, usercpu_time_millis_training: 2.451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1771.5222, usercpu_time_millis: 0.671, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 0.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1789.5131, usercpu_time_millis: 0.773, usercpu_time_millis_testing: 0.189, usercpu_time_millis_training: 0.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9465, kappa: 0.8927, kb_relative_information_score: 2251.3174, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9466, predictive_accuracy: 0.9465, prior_entropy: 0.9986, recall: 0.9465, relative_absolute_error: 0.3402, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.4607, scimark_benchmark: 2174.3955, usercpu_time_millis: 0.812, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 0.668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9547, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 1168.0235, mean_absolute_error: 0.3452, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.6918, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3672, root_relative_squared_error: 0.7352, scimark_benchmark: 1734.363, usercpu_time_millis: 0.845, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 0.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1800.7434, usercpu_time_millis: 0.698, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 0.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1776.1519, usercpu_time_millis: 0.661, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 0.493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1753.6201, usercpu_time_millis: 0.725, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 0.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9409, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 616.0166, mean_absolute_error: 0.4245, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.8506, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4302, root_relative_squared_error: 0.8613, scimark_benchmark: 1859.5626, usercpu_time_millis: 0.665, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 0.505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1835.9709, usercpu_time_millis: 0.688, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 0.515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9455, kappa: 0.8908, kb_relative_information_score: 2110.4806, mean_absolute_error: 0.1944, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9457, predictive_accuracy: 0.9456, prior_entropy: 0.9986, recall: 0.9456, relative_absolute_error: 0.3896, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2478, root_relative_squared_error: 0.4962, scimark_benchmark: 1763.2511, usercpu_time_millis: 0.933, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 0.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.942, kappa: 0.8838, kb_relative_information_score: 2391.6707, mean_absolute_error: 0.1445, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9429, predictive_accuracy: 0.9421, prior_entropy: 0.9986, recall: 0.9421, relative_absolute_error: 0.2895, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2174, root_relative_squared_error: 0.4353, scimark_benchmark: 1852.6951, usercpu_time_millis: 2.163, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 1.999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1782.3265, usercpu_time_millis: 0.691, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 0.516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1761.3072, usercpu_time_millis: 0.676, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 0.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1750.8989, usercpu_time_millis: 0.694, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 0.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9628, kappa: 0.9254, kb_relative_information_score: 2755.2027, mean_absolute_error: 0.0772, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9628, predictive_accuracy: 0.9628, prior_entropy: 0.9986, recall: 0.9628, relative_absolute_error: 0.1546, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1712, root_relative_squared_error: 0.3428, scimark_benchmark: 1779.5212, usercpu_time_millis: 3.743, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 3.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9484, kappa: 0.8965, kb_relative_information_score: 2307.484, mean_absolute_error: 0.1595, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9484, predictive_accuracy: 0.9484, prior_entropy: 0.9986, recall: 0.9484, relative_absolute_error: 0.3196, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.4477, scimark_benchmark: 1754.9178, usercpu_time_millis: 1.033, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1853.8413, usercpu_time_millis: 0.691, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 0.519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1754.009, usercpu_time_millis: 0.759, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 0.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1829.4235, usercpu_time_millis: 0.923, usercpu_time_millis_testing: 0.213, usercpu_time_millis_training: 0.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1809.0074, usercpu_time_millis: 0.694, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 0.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9672, kappa: 0.9342, kb_relative_information_score: 2822.2901, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 0.9986, recall: 0.9671, relative_absolute_error: 0.1295, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1639, root_relative_squared_error: 0.3282, scimark_benchmark: 1751.237, usercpu_time_millis: 4.957, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 4.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9527, kappa: 0.9053, kb_relative_information_score: 2629.1089, mean_absolute_error: 0.1008, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9528, predictive_accuracy: 0.9528, prior_entropy: 0.9986, recall: 0.9528, relative_absolute_error: 0.2021, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1854, root_relative_squared_error: 0.3711, scimark_benchmark: 1777.298, usercpu_time_millis: 1.892, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 1.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9621, kappa: 0.9241, kb_relative_information_score: 2744.7665, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9622, predictive_accuracy: 0.9621, prior_entropy: 0.9986, recall: 0.9621, relative_absolute_error: 0.1585, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1724, root_relative_squared_error: 0.3451, scimark_benchmark: 1812.3688, usercpu_time_millis: 3.319, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 3.133,

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