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: 0.9926, f_measure: 0.9549, kappa: 0.9097, kb_relative_information_score: 2594.5546, mean_absolute_error: 0.1073, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9549, predictive_accuracy: 0.9549, prior_entropy: 0.9986, recall: 0.9549, relative_absolute_error: 0.215, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1888, root_relative_squared_error: 0.378, scimark_benchmark: 1746.2354, usercpu_time_millis: 1.589, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 1.407,
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: 1760.1928, 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: 0.499, 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: 1761.9222, usercpu_time_millis: 0.771, usercpu_time_millis_testing: 0.189, usercpu_time_millis_training: 0.582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9443, kappa: 0.8883, kb_relative_information_score: 2190.4257, mean_absolute_error: 0.1797, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9444, predictive_accuracy: 0.9443, prior_entropy: 0.9986, recall: 0.9443, relative_absolute_error: 0.3601, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2392, root_relative_squared_error: 0.4789, scimark_benchmark: 1868.1792, usercpu_time_millis: 0.896, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 0.729,
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: 1739.5411, usercpu_time_millis: 0.732, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 0.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9449, kappa: 0.8895, kb_relative_information_score: 2214.4871, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9455, predictive_accuracy: 0.9449, prior_entropy: 0.9986, recall: 0.9449, relative_absolute_error: 0.3538, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2356, root_relative_squared_error: 0.4717, scimark_benchmark: 1864.9146, usercpu_time_millis: 0.936, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 0.764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9528, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 951.2672, mean_absolute_error: 0.3774, 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: 0.7562, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3921, root_relative_squared_error: 0.7849, scimark_benchmark: 1717.2051, usercpu_time_millis: 0.994, usercpu_time_millis_testing: 0.229, usercpu_time_millis_training: 0.765,
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: 1762.7282, usercpu_time_millis: 0.668, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9584, kappa: 0.9166, kb_relative_information_score: 2691.105, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9584, predictive_accuracy: 0.9584, prior_entropy: 0.9986, recall: 0.9584, relative_absolute_error: 0.1787, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.3568, scimark_benchmark: 1759.9887, usercpu_time_millis: 2.142, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 1.966,
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: 1754.1566, usercpu_time_millis: 0.686, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 0.513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1420.8163, mean_absolute_error: 0.3076, 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: 0.6164, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3375, root_relative_squared_error: 0.6756, scimark_benchmark: 1753.1725, usercpu_time_millis: 0.785, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 0.601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9678, kappa: 0.9354, kb_relative_information_score: 2813.1656, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9678, predictive_accuracy: 0.9678, prior_entropy: 0.9986, recall: 0.9678, relative_absolute_error: 0.1328, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.3316, scimark_benchmark: 1751.6892, usercpu_time_millis: 3.541, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 3.369,
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: 1742.6381, usercpu_time_millis: 0.733, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 0.551,
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: 1755.2388, usercpu_time_millis: 0.727, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 0.549,
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: 1875.903, usercpu_time_millis: 0.676, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 0.512,
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: 1841.6844, usercpu_time_millis: 0.714, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 0.535,
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: 1770.0318, usercpu_time_millis: 0.739, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 0.555,
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: 1754.7224, 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: 0.9923, f_measure: 0.9483, kappa: 0.8965, kb_relative_information_score: 2594.0613, mean_absolute_error: 0.1074, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9485, predictive_accuracy: 0.9484, prior_entropy: 0.9986, recall: 0.9484, relative_absolute_error: 0.2152, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1899, root_relative_squared_error: 0.3802, scimark_benchmark: 1717.364, usercpu_time_millis: 2.088, usercpu_time_millis_testing: 0.213, usercpu_time_millis_training: 1.875,
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: 1767.7631, usercpu_time_millis: 0.742, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 0.562,
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: 1852.8165, usercpu_time_millis: 0.68, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 0.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9593, kappa: 0.9185, kb_relative_information_score: 2708.3999, mean_absolute_error: 0.0859, 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: 0.1722, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.353, scimark_benchmark: 1770.6712, usercpu_time_millis: 2.399, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 2.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9537, kappa: 0.9072, kb_relative_information_score: 2452.3002, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9537, predictive_accuracy: 0.9537, prior_entropy: 0.9986, recall: 0.9537, relative_absolute_error: 0.2672, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.206, root_relative_squared_error: 0.4124, scimark_benchmark: 1803.3936, usercpu_time_millis: 1.166, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 0.99,
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: 2160.9052, usercpu_time_millis: 0.586, usercpu_time_millis_testing: 0.146, usercpu_time_millis_training: 0.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.964, kappa: 0.9279, kb_relative_information_score: 2779.1622, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9641, predictive_accuracy: 0.964, prior_entropy: 0.9986, recall: 0.964, relative_absolute_error: 0.1457, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1685, root_relative_squared_error: 0.3374, scimark_benchmark: 1876.7581, usercpu_time_millis: 3.835, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 3.669,
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: 1764.4364, usercpu_time_millis: 0.714, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 0.536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.948, kappa: 0.8958, kb_relative_information_score: 2331.0068, mean_absolute_error: 0.1558, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9484, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.3122, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.4415, scimark_benchmark: 1764.5621, usercpu_time_millis: 1.126, usercpu_time_millis_testing: 0.189, usercpu_time_millis_training: 0.937,
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: 1766.8584, usercpu_time_millis: 0.659, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 0.495,
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: 1748.5143, usercpu_time_millis: 0.75, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 0.564,
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: 1877.1561, usercpu_time_millis: 0.671, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 0.504,
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: 1873.4078, usercpu_time_millis: 0.663, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 0.499,
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: 1759.6129, usercpu_time_millis: 0.729, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 0.55,
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: 1743.1009, usercpu_time_millis: 0.799, usercpu_time_millis_testing: 0.189, usercpu_time_millis_training: 0.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9678, kappa: 0.9354, kb_relative_information_score: 2822.6676, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9678, predictive_accuracy: 0.9678, prior_entropy: 0.9986, recall: 0.9678, relative_absolute_error: 0.1293, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1644, root_relative_squared_error: 0.3292, scimark_benchmark: 1830.8639, usercpu_time_millis: 4.019, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 3.85,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.959, kappa: 0.9179, kb_relative_information_score: 2700.8394, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.959, predictive_accuracy: 0.959, prior_entropy: 0.9986, recall: 0.959, relative_absolute_error: 0.1751, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1772, root_relative_squared_error: 0.3547, scimark_benchmark: 1827.0436, usercpu_time_millis: 2.234, usercpu_time_millis_testing: 0.206, usercpu_time_millis_training: 2.028,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9452, kappa: 0.8901, kb_relative_information_score: 2368.5743, mean_absolute_error: 0.1489, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9458, predictive_accuracy: 0.9452, prior_entropy: 0.9986, recall: 0.9452, relative_absolute_error: 0.2984, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2184, root_relative_squared_error: 0.4373, scimark_benchmark: 1870.557, usercpu_time_millis: 1.199, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 1.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.954, kappa: 0.9078, kb_relative_information_score: 2522.0731, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.954, predictive_accuracy: 0.954, prior_entropy: 0.9986, recall: 0.954, relative_absolute_error: 0.2419, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.3949, scimark_benchmark: 1860.7843, usercpu_time_millis: 1.24, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 1.076,
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: 1777.6978, usercpu_time_millis: 0.702, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 0.527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9392, kappa: 0.8781, kb_relative_information_score: 1863.4926, mean_absolute_error: 0.2369, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9402, predictive_accuracy: 0.9393, prior_entropy: 0.9986, recall: 0.9393, relative_absolute_error: 0.4748, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2797, root_relative_squared_error: 0.56, scimark_benchmark: 1776.582, usercpu_time_millis: 0.822, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 0.645,
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: 1860.8554, usercpu_time_millis: 0.714, usercpu_time_millis_testing: 0.177, 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: 1773.9479, usercpu_time_millis: 0.677, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 0.508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9621, kappa: 0.9242, kb_relative_information_score: 2741.9787, mean_absolute_error: 0.0797, 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: 0.1596, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1727, root_relative_squared_error: 0.3458, scimark_benchmark: 1762.168, usercpu_time_millis: 2.641, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 2.474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9414, kappa: 0.8825, kb_relative_information_score: 2254.0228, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9423, predictive_accuracy: 0.9415, prior_entropy: 0.9986, recall: 0.9415, relative_absolute_error: 0.3396, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.4648, scimark_benchmark: 1768.0459, usercpu_time_millis: 1.005, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 0.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9693, kappa: 0.9386, kb_relative_information_score: 2845.4621, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9694, predictive_accuracy: 0.9693, prior_entropy: 0.9986, recall: 0.9693, relative_absolute_error: 0.1208, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1612, root_relative_squared_error: 0.3227, scimark_benchmark: 1801.7147, usercpu_time_millis: 6.085, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 5.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2243.61, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.3374, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2387, root_relative_squared_error: 0.4778, scimark_benchmark: 1752.1591, usercpu_time_millis: 2.024, usercpu_time_millis_testing: 2.008, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9393, kappa: 0.8783, kb_relative_information_score: 2538.1951, mean_absolute_error: 0.1129, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9393, predictive_accuracy: 0.9393, prior_entropy: 0.9986, recall: 0.9393, relative_absolute_error: 0.2263, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2127, root_relative_squared_error: 0.4259, scimark_benchmark: 1840.8229, usercpu_time_millis: 1.818, usercpu_time_millis_testing: 1.802, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9502, kappa: 0.9003, kb_relative_information_score: 2296.9439, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9502, predictive_accuracy: 0.9503, prior_entropy: 0.9986, recall: 0.9503, relative_absolute_error: 0.3181, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4662, scimark_benchmark: 1791.8553, usercpu_time_millis: 2.21, usercpu_time_millis_testing: 2.194, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9484, kappa: 0.8965, kb_relative_information_score: 2230.8612, mean_absolute_error: 0.1706, 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: 0.342, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2401, root_relative_squared_error: 0.4807, scimark_benchmark: 1837.8182, usercpu_time_millis: 2.045, usercpu_time_millis_testing: 2.028, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2373.4578, mean_absolute_error: 0.1447, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.225, root_relative_squared_error: 0.4505, scimark_benchmark: 1790.2979, usercpu_time_millis: 1.932, usercpu_time_millis_testing: 1.916, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9449, kappa: 0.8896, kb_relative_information_score: 2184.0972, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9449, predictive_accuracy: 0.9449, prior_entropy: 0.9986, recall: 0.9449, relative_absolute_error: 0.3585, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2454, root_relative_squared_error: 0.4913, scimark_benchmark: 1849.0721, usercpu_time_millis: 2.088, usercpu_time_millis_testing: 2.074, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2373.4578, mean_absolute_error: 0.1447, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.225, root_relative_squared_error: 0.4505, scimark_benchmark: 1823.3032, usercpu_time_millis: 2.025, usercpu_time_millis_testing: 2.011, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.949, kappa: 0.8978, kb_relative_information_score: 2283.0944, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.949, predictive_accuracy: 0.949, prior_entropy: 0.9986, recall: 0.949, relative_absolute_error: 0.3231, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2344, root_relative_squared_error: 0.4692, scimark_benchmark: 1847.9969, usercpu_time_millis: 2.245, usercpu_time_millis_testing: 2.229, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2356.945, mean_absolute_error: 0.1477, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.2961, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.4538, scimark_benchmark: 1768.5559, usercpu_time_millis: 2.315, usercpu_time_millis_testing: 2.299, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9465, kappa: 0.8928, kb_relative_information_score: 2426.8511, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9465, predictive_accuracy: 0.9465, prior_entropy: 0.9986, recall: 0.9465, relative_absolute_error: 0.27, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.22, root_relative_squared_error: 0.4405, scimark_benchmark: 1844.4279, usercpu_time_millis: 1.89, usercpu_time_millis_testing: 1.875, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9427, kappa: 0.8852, kb_relative_information_score: 2468.1876, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9427, predictive_accuracy: 0.9427, prior_entropy: 0.9986, recall: 0.9427, relative_absolute_error: 0.2542, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.4334, scimark_benchmark: 1807.2308, usercpu_time_millis: 1.791, usercpu_time_millis_testing: 1.772, usercpu_time_millis_training: 0.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9427, kappa: 0.8852, kb_relative_information_score: 2468.1876, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9427, predictive_accuracy: 0.9427, prior_entropy: 0.9986, recall: 0.9427, relative_absolute_error: 0.2542, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.4334, scimark_benchmark: 1848.0525, usercpu_time_millis: 1.852, usercpu_time_millis_testing: 1.836, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9474, kappa: 0.8946, kb_relative_information_score: 2206.787, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9475, predictive_accuracy: 0.9474, prior_entropy: 0.9986, recall: 0.9474, relative_absolute_error: 0.3505, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2428, root_relative_squared_error: 0.4862, scimark_benchmark: 1771.4338, usercpu_time_millis: 2.06, usercpu_time_millis_testing: 2.043, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9487, kappa: 0.8972, kb_relative_information_score: 2341.3937, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9487, predictive_accuracy: 0.9487, prior_entropy: 0.9986, recall: 0.9487, relative_absolute_error: 0.3018, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.4569, scimark_benchmark: 1844.5215, usercpu_time_millis: 2.206, usercpu_time_millis_testing: 2.191, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2609.0462, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.1934, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.4395, scimark_benchmark: 1810.9593, usercpu_time_millis: 1.686, usercpu_time_millis_testing: 1.67, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9481, kappa: 0.8959, kb_relative_information_score: 2269.5612, mean_absolute_error: 0.1637, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9481, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.328, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.4721, scimark_benchmark: 1845.0353, usercpu_time_millis: 2.019, usercpu_time_millis_testing: 2, usercpu_time_millis_training: 0.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.948, kappa: 0.8959, kb_relative_information_score: 2218.8093, mean_absolute_error: 0.1728, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9481, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.3463, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.4834, scimark_benchmark: 1761.0113, usercpu_time_millis: 2.048, usercpu_time_millis_testing: 2.034, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9405, kappa: 0.8808, kb_relative_information_score: 2514.0557, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9406, predictive_accuracy: 0.9406, prior_entropy: 0.9986, recall: 0.9406, relative_absolute_error: 0.2361, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.4275, scimark_benchmark: 1837.7246, usercpu_time_millis: 1.826, usercpu_time_millis_testing: 1.808, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.948, kappa: 0.8959, kb_relative_information_score: 2218.8093, mean_absolute_error: 0.1728, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9481, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.3463, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.4834, scimark_benchmark: 1771.867, usercpu_time_millis: 2.006, usercpu_time_millis_testing: 1.989, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2243.61, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.3374, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2387, root_relative_squared_error: 0.4778, scimark_benchmark: 1841.9245, usercpu_time_millis: 2.03, usercpu_time_millis_testing: 2.016, usercpu_time_millis_training: 0.014,

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