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: 1284.4532, usercpu_time_millis: 0.733, usercpu_time_millis_testing: 0.371, usercpu_time_millis_training: 0.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9628, kappa: 0.9254, kb_relative_information_score: 2743.5026, mean_absolute_error: 0.0793, 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: 0.1589, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1729, root_relative_squared_error: 0.3462, scimark_benchmark: 1303.8602, usercpu_time_millis: 2.554, usercpu_time_millis_testing: 0.342, usercpu_time_millis_training: 2.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.948, kappa: 0.8958, kb_relative_information_score: 2440.1025, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9483, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.2725, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.4155, scimark_benchmark: 1290.7114, usercpu_time_millis: 1.303, usercpu_time_millis_testing: 0.371, usercpu_time_millis_training: 0.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9443, kappa: 0.8883, kb_relative_information_score: 2171.0851, mean_absolute_error: 0.1837, 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: 0.3682, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2404, root_relative_squared_error: 0.4812, scimark_benchmark: 1285.7646, usercpu_time_millis: 0.968, usercpu_time_millis_testing: 0.341, usercpu_time_millis_training: 0.627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9549, kappa: 0.9097, kb_relative_information_score: 2614.318, mean_absolute_error: 0.1036, 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: 0.2076, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1866, root_relative_squared_error: 0.3736, scimark_benchmark: 1279.926, usercpu_time_millis: 1.752, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 1.394,
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: 1279.2585, usercpu_time_millis: 0.764, usercpu_time_millis_testing: 0.401, usercpu_time_millis_training: 0.363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9672, kappa: 0.9342, kb_relative_information_score: 2821.0149, mean_absolute_error: 0.0649, 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: 0.13, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.164, root_relative_squared_error: 0.3284, scimark_benchmark: 1303.3587, usercpu_time_millis: 5.564, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 5.205,
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: 1285.4466, usercpu_time_millis: 0.662, usercpu_time_millis_testing: 0.337, usercpu_time_millis_training: 0.325,
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: 1296.6438, usercpu_time_millis: 0.735, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 0.377,
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: 1286.7884, usercpu_time_millis: 0.694, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.342,
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: 1302.1462, usercpu_time_millis: 0.718, usercpu_time_millis_testing: 0.38, usercpu_time_millis_training: 0.338,
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: 1284.5127, usercpu_time_millis: 0.698, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 0.342,
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: 1289.0081, usercpu_time_millis: 0.815, usercpu_time_millis_testing: 0.443, usercpu_time_millis_training: 0.372,
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: 1313.2563, usercpu_time_millis: 0.75, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 0.383,
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: 1301.3651, usercpu_time_millis: 0.733, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 0.348,
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: 1302.3104, usercpu_time_millis: 0.691, usercpu_time_millis_testing: 0.354, usercpu_time_millis_training: 0.337,
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: 1290.3735, usercpu_time_millis: 0.715, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 0.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1048.024, mean_absolute_error: 0.365, 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: 0.7314, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.7585, scimark_benchmark: 1278.9857, usercpu_time_millis: 0.744, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 0.381,
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: 1288.1632, usercpu_time_millis: 0.693, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 0.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9483, kappa: 0.8965, kb_relative_information_score: 2596.7297, mean_absolute_error: 0.1069, 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: 0.2141, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.3796, scimark_benchmark: 1315.3595, usercpu_time_millis: 2.033, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 1.664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9662, kappa: 0.9323, kb_relative_information_score: 2792.8444, mean_absolute_error: 0.0701, 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: 0.1406, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1672, root_relative_squared_error: 0.3347, scimark_benchmark: 1295.4238, usercpu_time_millis: 3.99, usercpu_time_millis_testing: 0.342, usercpu_time_millis_training: 3.648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 763.4019, mean_absolute_error: 0.4042, 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: 0.8099, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4135, root_relative_squared_error: 0.8279, scimark_benchmark: 1289.3448, usercpu_time_millis: 0.688, usercpu_time_millis_testing: 0.338, usercpu_time_millis_training: 0.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1664.5335, mean_absolute_error: 0.2694, 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: 0.5398, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3089, root_relative_squared_error: 0.6185, scimark_benchmark: 1297.7247, usercpu_time_millis: 0.927, usercpu_time_millis_testing: 0.383, usercpu_time_millis_training: 0.544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9395, kappa: 0.8787, kb_relative_information_score: 2013.4054, mean_absolute_error: 0.2115, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9405, predictive_accuracy: 0.9396, prior_entropy: 0.9986, recall: 0.9396, relative_absolute_error: 0.4239, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2617, root_relative_squared_error: 0.5239, scimark_benchmark: 1307.743, usercpu_time_millis: 0.843, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 0.5,
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: 1296.9662, usercpu_time_millis: 0.686, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 0.339,
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: 1305.3476, usercpu_time_millis: 0.674, usercpu_time_millis_testing: 0.337, usercpu_time_millis_training: 0.337,
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: 1284.3521, usercpu_time_millis: 0.751, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 0.36,
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: 1296.1813, usercpu_time_millis: 0.717, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 0.35,
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: 1284.9593, usercpu_time_millis: 0.756, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 0.365,
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: 1313.0935, usercpu_time_millis: 0.706, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 0.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9392, kappa: 0.8781, kb_relative_information_score: 2226.2815, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9403, predictive_accuracy: 0.9393, prior_entropy: 0.9986, recall: 0.9393, relative_absolute_error: 0.3494, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2377, root_relative_squared_error: 0.476, scimark_benchmark: 1307.584, usercpu_time_millis: 1.245, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 0.89,
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: 1298.3595, usercpu_time_millis: 0.7, usercpu_time_millis_testing: 0.354, usercpu_time_millis_training: 0.346,
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: 1296.2391, usercpu_time_millis: 0.725, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 0.356,
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: 1312.4225, usercpu_time_millis: 0.675, usercpu_time_millis_testing: 0.339, usercpu_time_millis_training: 0.336,
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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: 1311.3666, usercpu_time_millis: 0.695, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 0.336,
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: 1297.0006, usercpu_time_millis: 0.691, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 0.341,
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: 1290.0795, usercpu_time_millis: 0.763, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 0.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9424, kappa: 0.8845, kb_relative_information_score: 2114.9645, mean_absolute_error: 0.1928, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9425, predictive_accuracy: 0.9424, prior_entropy: 0.9986, recall: 0.9424, relative_absolute_error: 0.3864, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2486, root_relative_squared_error: 0.4977, scimark_benchmark: 1286.9746, usercpu_time_millis: 0.988, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 0.631,
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: 1309.4304, usercpu_time_millis: 0.702, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 0.344,
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: 1290.5879, usercpu_time_millis: 0.75, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 0.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1772.0269, mean_absolute_error: 0.2523, 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: 0.5056, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.294, root_relative_squared_error: 0.5886, scimark_benchmark: 1290.2053, usercpu_time_millis: 0.983, usercpu_time_millis_testing: 0.449, usercpu_time_millis_training: 0.534,
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: 1290.3991, usercpu_time_millis: 0.726, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 0.356,
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: 1296.0412, usercpu_time_millis: 0.722, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 0.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1251.5388, mean_absolute_error: 0.3343, 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: 0.67, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3559, root_relative_squared_error: 0.7124, scimark_benchmark: 1308.5, usercpu_time_millis: 0.805, usercpu_time_millis_testing: 0.411, usercpu_time_millis_training: 0.394,
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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: 1307.1448, usercpu_time_millis: 0.79, usercpu_time_millis_testing: 0.418, usercpu_time_millis_training: 0.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9618, kappa: 0.9235, kb_relative_information_score: 2746.6381, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9618, predictive_accuracy: 0.9618, prior_entropy: 0.9986, recall: 0.9618, relative_absolute_error: 0.1578, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1722, root_relative_squared_error: 0.3448, scimark_benchmark: 1275.4213, usercpu_time_millis: 4.06, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 3.705,
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: 1306.361, usercpu_time_millis: 0.784, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 0.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9665, kappa: 0.9329, kb_relative_information_score: 2797.6148, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9666, predictive_accuracy: 0.9665, prior_entropy: 0.9986, recall: 0.9665, relative_absolute_error: 0.1385, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1674, root_relative_squared_error: 0.3352, scimark_benchmark: 1301.7003, usercpu_time_millis: 3.485, usercpu_time_millis_testing: 0.44, usercpu_time_millis_training: 3.045,
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: 1293.1317, usercpu_time_millis: 0.834, usercpu_time_millis_testing: 0.473, usercpu_time_millis_training: 0.361,
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: 1288.5568, usercpu_time_millis: 0.743, usercpu_time_millis_testing: 0.396, usercpu_time_millis_training: 0.347,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9401, kappa: 0.88, kb_relative_information_score: 2200.9185, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9411, predictive_accuracy: 0.9402, prior_entropy: 0.9986, recall: 0.9402, relative_absolute_error: 0.3584, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2393, root_relative_squared_error: 0.4791, scimark_benchmark: 1281.1739, usercpu_time_millis: 1.025, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 0.655,
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: 1285.729, usercpu_time_millis: 0.753, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 0.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9618, kappa: 0.9235, kb_relative_information_score: 2759.0686, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9619, predictive_accuracy: 0.9618, prior_entropy: 0.9986, recall: 0.9618, relative_absolute_error: 0.153, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1712, root_relative_squared_error: 0.3426, scimark_benchmark: 1307.8441, usercpu_time_millis: 5.25, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 4.892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.964, kappa: 0.9279, kb_relative_information_score: 2785.0233, mean_absolute_error: 0.0716, 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: 0.1435, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.3361, scimark_benchmark: 1299.6477, usercpu_time_millis: 4.882, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 4.497,
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: 1307.4201, usercpu_time_millis: 0.728, usercpu_time_millis_testing: 0.373, usercpu_time_millis_training: 0.355,
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: 1300.6334, usercpu_time_millis: 0.931, usercpu_time_millis_testing: 0.501, usercpu_time_millis_training: 0.43,
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: 1301.1981, usercpu_time_millis: 0.848, usercpu_time_millis_testing: 0.402, usercpu_time_millis_training: 0.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9395, kappa: 0.8787, kb_relative_information_score: 2209.1124, mean_absolute_error: 0.1774, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9406, predictive_accuracy: 0.9396, prior_entropy: 0.9986, recall: 0.9396, relative_absolute_error: 0.3555, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.239, root_relative_squared_error: 0.4785, scimark_benchmark: 1306.7554, usercpu_time_millis: 1.212, usercpu_time_millis_testing: 0.442, usercpu_time_millis_training: 0.77,
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: 1306.2215, usercpu_time_millis: 1.109, usercpu_time_millis_testing: 0.568, usercpu_time_millis_training: 0.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 630.5026, mean_absolute_error: 0.4224, 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: 0.8465, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4286, root_relative_squared_error: 0.8581, scimark_benchmark: 1309.0206, usercpu_time_millis: 0.712, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 0.357,

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