OpenML
Supervised Classification on wall-robot-navigation

Supervised Classification on wall-robot-navigation

Task 9960 Supervised Classification wall-robot-navigation 20384 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_7 study_98 study_99
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20384 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9934, kappa: 0.99, kb_relative_information_score: 0.9804, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9934, number_of_instances: 5456, precision: 0.9934, predictive_accuracy: 0.9934, prior_entropy: 1.7146, relative_absolute_error: 0.0279, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0527, root_relative_squared_error: 0.1295, unweighted_recall: 0.9914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9969, kappa: 0.9953, kb_relative_information_score: 0.9926, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9969, number_of_instances: 5456, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 1.7146, relative_absolute_error: 0.0093, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0358, root_relative_squared_error: 0.0879, unweighted_recall: 0.9944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9851, kappa: 0.9776, kb_relative_information_score: 0.8697, mean_absolute_error: 0.0656, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9852, number_of_instances: 5456, precision: 0.9851, predictive_accuracy: 0.9852, prior_entropy: 1.7146, relative_absolute_error: 0.1981, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1196, root_relative_squared_error: 0.2938, unweighted_recall: 0.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.98, kappa: 0.9698, kb_relative_information_score: 0.8972, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.3312, weighted_recall: 0.98, number_of_instances: 5456, precision: 0.98, predictive_accuracy: 0.98, prior_entropy: 1.7146, relative_absolute_error: 0.1535, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1123, root_relative_squared_error: 0.2758, unweighted_recall: 0.9736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9949, kappa: 0.9922, kb_relative_information_score: 0.9643, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9949, number_of_instances: 5456, precision: 0.9949, predictive_accuracy: 0.9949, prior_entropy: 1.7146, relative_absolute_error: 0.056, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0579, root_relative_squared_error: 0.1424, unweighted_recall: 0.9907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9956, kappa: 0.9934, kb_relative_information_score: 0.9865, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9956, number_of_instances: 5456, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 1.7146, relative_absolute_error: 0.0194, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0418, root_relative_squared_error: 0.1027, unweighted_recall: 0.9944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9943, kappa: 0.9914, kb_relative_information_score: 0.9635, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9943, number_of_instances: 5456, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 1.7146, relative_absolute_error: 0.0574, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0585, root_relative_squared_error: 0.1439, unweighted_recall: 0.9886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9965, kappa: 0.9947, kb_relative_information_score: 0.988, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9965, number_of_instances: 5456, precision: 0.9965, predictive_accuracy: 0.9965, prior_entropy: 1.7146, relative_absolute_error: 0.0176, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0384, root_relative_squared_error: 0.0944, unweighted_recall: 0.9934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9941, kappa: 0.9911, kb_relative_information_score: 0.9416, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9941, number_of_instances: 5456, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 1.7146, relative_absolute_error: 0.0916, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0727, root_relative_squared_error: 0.1787, unweighted_recall: 0.9895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9967, kappa: 0.995, kb_relative_information_score: 0.989, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9967, number_of_instances: 5456, precision: 0.9967, predictive_accuracy: 0.9967, prior_entropy: 1.7146, relative_absolute_error: 0.0159, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0378, root_relative_squared_error: 0.0929, unweighted_recall: 0.9937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9903, kappa: 0.9853, kb_relative_information_score: 0.9036, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9903, number_of_instances: 5456, precision: 0.9903, predictive_accuracy: 0.9903, prior_entropy: 1.7146, relative_absolute_error: 0.1487, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.2447, unweighted_recall: 0.9822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, kappa: 0.6033, kb_relative_information_score: 0.2118, mean_absolute_error: 0.2836, mean_prior_absolute_error: 0.3312, weighted_recall: 0.7608, number_of_instances: 5456, predictive_accuracy: 0.7608, prior_entropy: 1.7146, relative_absolute_error: 0.8563, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3522, root_relative_squared_error: 0.8654, unweighted_recall: 0.482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9953, kb_relative_information_score: 0.9879, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9969, number_of_instances: 5456, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 1.7146, relative_absolute_error: 0.0174, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0396, root_relative_squared_error: 0.0973, unweighted_recall: 0.9953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9943, kappa: 0.9914, kb_relative_information_score: 0.9631, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9943, number_of_instances: 5456, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 1.7146, relative_absolute_error: 0.0581, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.1451, unweighted_recall: 0.9886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9956, kappa: 0.9934, kb_relative_information_score: 0.9771, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9956, number_of_instances: 5456, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 1.7146, relative_absolute_error: 0.0352, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0486, root_relative_squared_error: 0.1195, unweighted_recall: 0.9928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9906, kappa: 0.9859, kb_relative_information_score: 0.9352, mean_absolute_error: 0.033, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9907, number_of_instances: 5456, precision: 0.9907, predictive_accuracy: 0.9907, prior_entropy: 1.7146, relative_absolute_error: 0.0996, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0838, root_relative_squared_error: 0.2059, unweighted_recall: 0.9847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.996, kappa: 0.9939, kb_relative_information_score: 0.9769, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.3312, weighted_recall: 0.996, number_of_instances: 5456, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 1.7146, relative_absolute_error: 0.0359, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0479, root_relative_squared_error: 0.1177, unweighted_recall: 0.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9904, kappa: 0.9856, kb_relative_information_score: 0.9298, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9905, number_of_instances: 5456, precision: 0.9905, predictive_accuracy: 0.9905, prior_entropy: 1.7146, relative_absolute_error: 0.1099, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.08, root_relative_squared_error: 0.1965, unweighted_recall: 0.9813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9795, kappa: 0.969, kb_relative_information_score: 0.885, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9795, number_of_instances: 5456, precision: 0.9795, predictive_accuracy: 0.9795, prior_entropy: 1.7146, relative_absolute_error: 0.1721, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1177, root_relative_squared_error: 0.2891, unweighted_recall: 0.9725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9943, kappa: 0.9914, kb_relative_information_score: 0.9635, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9943, number_of_instances: 5456, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 1.7146, relative_absolute_error: 0.0575, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0586, root_relative_squared_error: 0.1439, unweighted_recall: 0.9886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9961, kappa: 0.9942, kb_relative_information_score: 0.9804, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9962, number_of_instances: 5456, precision: 0.9962, predictive_accuracy: 0.9962, prior_entropy: 1.7146, relative_absolute_error: 0.0299, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.046, root_relative_squared_error: 0.1131, unweighted_recall: 0.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.991, kappa: 0.9864, kb_relative_information_score: 0.9241, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.3312, weighted_recall: 0.991, number_of_instances: 5456, precision: 0.991, predictive_accuracy: 0.991, prior_entropy: 1.7146, relative_absolute_error: 0.1177, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.086, root_relative_squared_error: 0.2113, unweighted_recall: 0.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9932, kappa: 0.9898, kb_relative_information_score: 0.979, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9932, number_of_instances: 5456, precision: 0.9932, predictive_accuracy: 0.9932, prior_entropy: 1.7146, relative_absolute_error: 0.03, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0539, root_relative_squared_error: 0.1326, unweighted_recall: 0.9913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9958, kappa: 0.9936, kb_relative_information_score: 0.9878, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9958, number_of_instances: 5456, precision: 0.9958, predictive_accuracy: 0.9958, prior_entropy: 1.7146, relative_absolute_error: 0.0167, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0428, root_relative_squared_error: 0.1052, unweighted_recall: 0.9944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9616, kappa: 0.942, kb_relative_information_score: 0.7519, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9617, number_of_instances: 5456, precision: 0.9617, predictive_accuracy: 0.9617, prior_entropy: 1.7146, relative_absolute_error: 0.3568, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1809, root_relative_squared_error: 0.4445, unweighted_recall: 0.9471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9947, kappa: 0.992, kb_relative_information_score: 0.9607, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9947, number_of_instances: 5456, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 1.7146, relative_absolute_error: 0.0617, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0609, root_relative_squared_error: 0.1497, unweighted_recall: 0.9888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9919, kappa: 0.9878, kb_relative_information_score: 0.938, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9919, number_of_instances: 5456, precision: 0.9919, predictive_accuracy: 0.9919, prior_entropy: 1.7146, relative_absolute_error: 0.0955, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.081, root_relative_squared_error: 0.1992, unweighted_recall: 0.9862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.98, kappa: 0.9698, kb_relative_information_score: 0.9017, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.3312, weighted_recall: 0.98, number_of_instances: 5456, precision: 0.98, predictive_accuracy: 0.98, prior_entropy: 1.7146, relative_absolute_error: 0.1466, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1103, root_relative_squared_error: 0.2711, unweighted_recall: 0.9748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.996, kappa: 0.9939, kb_relative_information_score: 0.98, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.3312, weighted_recall: 0.996, number_of_instances: 5456, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 1.7146, relative_absolute_error: 0.031, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0455, root_relative_squared_error: 0.1118, unweighted_recall: 0.9932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9736, kappa: 0.9601, kb_relative_information_score: 0.8448, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9736, number_of_instances: 5456, precision: 0.9736, predictive_accuracy: 0.9736, prior_entropy: 1.7146, relative_absolute_error: 0.2303, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1374, root_relative_squared_error: 0.3376, unweighted_recall: 0.9625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.993, kappa: 0.9895, kb_relative_information_score: 0.923, mean_absolute_error: 0.0398, mean_prior_absolute_error: 0.3312, weighted_recall: 0.993, number_of_instances: 5456, precision: 0.993, predictive_accuracy: 0.993, prior_entropy: 1.7146, relative_absolute_error: 0.1201, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0852, root_relative_squared_error: 0.2093, unweighted_recall: 0.9875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9945, kappa: 0.9917, kb_relative_information_score: 0.9623, mean_absolute_error: 0.0195, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9945, number_of_instances: 5456, precision: 0.9945, predictive_accuracy: 0.9945, prior_entropy: 1.7146, relative_absolute_error: 0.0589, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.061, root_relative_squared_error: 0.1499, unweighted_recall: 0.9896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9849, kappa: 0.9773, kb_relative_information_score: 0.8618, mean_absolute_error: 0.0693, mean_prior_absolute_error: 0.3312, weighted_recall: 0.985, number_of_instances: 5456, precision: 0.9849, predictive_accuracy: 0.985, prior_entropy: 1.7146, relative_absolute_error: 0.2092, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1243, root_relative_squared_error: 0.3055, unweighted_recall: 0.9721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9951, kappa: 0.9925, kb_relative_information_score: 0.9889, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9951, number_of_instances: 5456, precision: 0.9951, predictive_accuracy: 0.9951, prior_entropy: 1.7146, relative_absolute_error: 0.0145, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0446, root_relative_squared_error: 0.1095, unweighted_recall: 0.9932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9956, kappa: 0.9934, kb_relative_information_score: 0.9715, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9956, number_of_instances: 5456, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 1.7146, relative_absolute_error: 0.0446, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0521, root_relative_squared_error: 0.128, unweighted_recall: 0.9922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9878, kappa: 0.9817, kb_relative_information_score: 0.8987, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9879, number_of_instances: 5456, precision: 0.9879, predictive_accuracy: 0.9879, prior_entropy: 1.7146, relative_absolute_error: 0.155, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.2502, unweighted_recall: 0.9749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.996, kappa: 0.9939, kb_relative_information_score: 0.9597, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.3312, weighted_recall: 0.996, number_of_instances: 5456, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 1.7146, relative_absolute_error: 0.0643, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.1417, unweighted_recall: 0.9932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9962, kappa: 0.9942, kb_relative_information_score: 0.9912, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9962, number_of_instances: 5456, precision: 0.9962, predictive_accuracy: 0.9962, prior_entropy: 1.7146, relative_absolute_error: 0.0114, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0387, root_relative_squared_error: 0.0951, unweighted_recall: 0.9948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9641, kappa: 0.9457, kb_relative_information_score: 0.7824, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9641, number_of_instances: 5456, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 1.7146, relative_absolute_error: 0.3168, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.4125, unweighted_recall: 0.9522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9741, kappa: 0.961, kb_relative_information_score: 0.781, mean_absolute_error: 0.1066, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9743, number_of_instances: 5456, precision: 0.9746, predictive_accuracy: 0.9743, prior_entropy: 1.7146, relative_absolute_error: 0.3218, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1612, root_relative_squared_error: 0.3961, unweighted_recall: 0.9495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9925, kappa: 0.9886, kb_relative_information_score: 0.9286, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9925, number_of_instances: 5456, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 1.7146, relative_absolute_error: 0.1114, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0819, root_relative_squared_error: 0.2013, unweighted_recall: 0.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9932, kappa: 0.9898, kb_relative_information_score: 0.937, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9932, number_of_instances: 5456, precision: 0.9932, predictive_accuracy: 0.9932, prior_entropy: 1.7146, relative_absolute_error: 0.0983, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0772, root_relative_squared_error: 0.1897, unweighted_recall: 0.9885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9939, kappa: 0.9909, kb_relative_information_score: 0.9685, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.3312, weighted_recall: 0.994, number_of_instances: 5456, precision: 0.994, predictive_accuracy: 0.994, prior_entropy: 1.7146, relative_absolute_error: 0.0478, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0582, root_relative_squared_error: 0.1429, unweighted_recall: 0.9894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9919, kappa: 0.9878, kb_relative_information_score: 0.9783, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9919, number_of_instances: 5456, precision: 0.992, predictive_accuracy: 0.9919, prior_entropy: 1.7146, relative_absolute_error: 0.0305, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0568, root_relative_squared_error: 0.1396, unweighted_recall: 0.9898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9949, kappa: 0.9922, kb_relative_information_score: 0.9721, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9949, number_of_instances: 5456, precision: 0.9949, predictive_accuracy: 0.9949, prior_entropy: 1.7146, relative_absolute_error: 0.0436, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0521, root_relative_squared_error: 0.1279, unweighted_recall: 0.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9953, kb_relative_information_score: 0.9881, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9969, number_of_instances: 5456, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 1.7146, relative_absolute_error: 0.0175, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0377, root_relative_squared_error: 0.0925, unweighted_recall: 0.9942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9622, kappa: 0.9429, kb_relative_information_score: 0.7425, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9622, number_of_instances: 5456, precision: 0.9623, predictive_accuracy: 0.9622, prior_entropy: 1.7146, relative_absolute_error: 0.3705, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1848, root_relative_squared_error: 0.454, unweighted_recall: 0.9497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9908, kappa: 0.9861, kb_relative_information_score: 0.9088, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9908, number_of_instances: 5456, precision: 0.9908, predictive_accuracy: 0.9908, prior_entropy: 1.7146, relative_absolute_error: 0.1409, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.2369, unweighted_recall: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9679, kappa: 0.9515, kb_relative_information_score: 0.7887, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9679, number_of_instances: 5456, precision: 0.9679, predictive_accuracy: 0.9679, prior_entropy: 1.7146, relative_absolute_error: 0.3088, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.4033, unweighted_recall: 0.9566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9674, kappa: 0.9507, kb_relative_information_score: 0.7903, mean_absolute_error: 0.1016, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9674, number_of_instances: 5456, precision: 0.9674, predictive_accuracy: 0.9674, prior_entropy: 1.7146, relative_absolute_error: 0.3068, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1634, root_relative_squared_error: 0.4015, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.995, kappa: 0.9925, kb_relative_information_score: 0.9681, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9951, number_of_instances: 5456, precision: 0.9951, predictive_accuracy: 0.9951, prior_entropy: 1.7146, relative_absolute_error: 0.05, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0554, root_relative_squared_error: 0.1361, unweighted_recall: 0.9905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9943, kappa: 0.9914, kb_relative_information_score: 0.9635, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9943, number_of_instances: 5456, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 1.7146, relative_absolute_error: 0.0574, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0585, root_relative_squared_error: 0.1439, unweighted_recall: 0.9886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9951, kappa: 0.9925, kb_relative_information_score: 0.9889, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9951, number_of_instances: 5456, precision: 0.9951, predictive_accuracy: 0.9951, prior_entropy: 1.7146, relative_absolute_error: 0.0145, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0446, root_relative_squared_error: 0.1095, unweighted_recall: 0.9932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9971, kappa: 0.9956, kb_relative_information_score: 0.9894, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9971, number_of_instances: 5456, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 1.7146, relative_absolute_error: 0.0152, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0368, root_relative_squared_error: 0.0904, unweighted_recall: 0.9946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.996, kappa: 0.9939, kb_relative_information_score: 0.9814, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.3312, weighted_recall: 0.996, number_of_instances: 5456, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 1.7146, relative_absolute_error: 0.0279, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0459, root_relative_squared_error: 0.1129, unweighted_recall: 0.9932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9774, kappa: 0.9659, kb_relative_information_score: 0.8609, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9775, number_of_instances: 5456, precision: 0.9774, predictive_accuracy: 0.9775, prior_entropy: 1.7146, relative_absolute_error: 0.2075, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1295, root_relative_squared_error: 0.3183, unweighted_recall: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9945, kappa: 0.9917, kb_relative_information_score: 0.9427, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9945, number_of_instances: 5456, precision: 0.9945, predictive_accuracy: 0.9945, prior_entropy: 1.7146, relative_absolute_error: 0.0899, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.072, root_relative_squared_error: 0.177, unweighted_recall: 0.9905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9804, kappa: 0.9704, kb_relative_information_score: 0.9077, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9804, number_of_instances: 5456, precision: 0.9804, predictive_accuracy: 0.9804, prior_entropy: 1.7146, relative_absolute_error: 0.1375, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.2648, unweighted_recall: 0.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9917, kappa: 0.9875, kb_relative_information_score: 0.9346, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9918, number_of_instances: 5456, precision: 0.9917, predictive_accuracy: 0.9918, prior_entropy: 1.7146, relative_absolute_error: 0.1008, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0828, root_relative_squared_error: 0.2034, unweighted_recall: 0.9859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9798, kappa: 0.9695, kb_relative_information_score: 0.8755, mean_absolute_error: 0.0618, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9798, number_of_instances: 5456, precision: 0.9798, predictive_accuracy: 0.9798, prior_entropy: 1.7146, relative_absolute_error: 0.1865, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1217, root_relative_squared_error: 0.299, unweighted_recall: 0.9723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.996, kappa: 0.9939, kb_relative_information_score: 0.9871, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.3312, weighted_recall: 0.996, number_of_instances: 5456, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 1.7146, relative_absolute_error: 0.0185, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0413, root_relative_squared_error: 0.1014, unweighted_recall: 0.9947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9965, kappa: 0.9947, kb_relative_information_score: 0.9862, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9965, number_of_instances: 5456, precision: 0.9965, predictive_accuracy: 0.9965, prior_entropy: 1.7146, relative_absolute_error: 0.0207, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0406, root_relative_squared_error: 0.0998, unweighted_recall: 0.9944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9941, kappa: 0.9911, kb_relative_information_score: 0.9556, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9941, number_of_instances: 5456, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 1.7146, relative_absolute_error: 0.069, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0665, root_relative_squared_error: 0.1635, unweighted_recall: 0.9887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9939, kappa: 0.9909, kb_relative_information_score: 0.9564, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.3312, weighted_recall: 0.994, number_of_instances: 5456, precision: 0.994, predictive_accuracy: 0.994, prior_entropy: 1.7146, relative_absolute_error: 0.0683, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0649, root_relative_squared_error: 0.1595, unweighted_recall: 0.9882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9773, kappa: 0.9657, kb_relative_information_score: 0.8963, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9773, number_of_instances: 5456, precision: 0.9773, predictive_accuracy: 0.9773, prior_entropy: 1.7146, relative_absolute_error: 0.1541, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.114, root_relative_squared_error: 0.2801, unweighted_recall: 0.9707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9947, kappa: 0.992, kb_relative_information_score: 0.9723, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9947, number_of_instances: 5456, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 1.7146, relative_absolute_error: 0.0432, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0521, root_relative_squared_error: 0.128, unweighted_recall: 0.9897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9943, kappa: 0.9914, kb_relative_information_score: 0.9635, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9943, number_of_instances: 5456, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 1.7146, relative_absolute_error: 0.0574, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0585, root_relative_squared_error: 0.1439, unweighted_recall: 0.9886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9945, kappa: 0.9917, kb_relative_information_score: 0.9486, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9945, number_of_instances: 5456, precision: 0.9945, predictive_accuracy: 0.9945, prior_entropy: 1.7146, relative_absolute_error: 0.0807, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.1685, unweighted_recall: 0.9905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.996, kappa: 0.9939, kb_relative_information_score: 0.9784, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.3312, weighted_recall: 0.996, number_of_instances: 5456, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 1.7146, relative_absolute_error: 0.033, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0475, root_relative_squared_error: 0.1167, unweighted_recall: 0.9932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9891, kappa: 0.9837, kb_relative_information_score: 0.9016, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9892, number_of_instances: 5456, precision: 0.9892, predictive_accuracy: 0.9892, prior_entropy: 1.7146, relative_absolute_error: 0.151, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1022, root_relative_squared_error: 0.2512, unweighted_recall: 0.979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9971, kappa: 0.9956, kb_relative_information_score: 0.9882, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9971, number_of_instances: 5456, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 1.7146, relative_absolute_error: 0.0172, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0391, root_relative_squared_error: 0.0961, unweighted_recall: 0.9954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9914, kappa: 0.987, kb_relative_information_score: 0.924, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9914, number_of_instances: 5456, precision: 0.9914, predictive_accuracy: 0.9914, prior_entropy: 1.7146, relative_absolute_error: 0.1175, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0881, root_relative_squared_error: 0.2164, unweighted_recall: 0.9851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9925, kappa: 0.9886, kb_relative_information_score: 0.9614, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9925, number_of_instances: 5456, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 1.7146, relative_absolute_error: 0.0576, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0707, root_relative_squared_error: 0.1738, unweighted_recall: 0.9876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8713, f_measure: 0.7296, kappa: 0.5887, kb_relative_information_score: 0.4884, mean_absolute_error: 0.2112, mean_prior_absolute_error: 0.3312, weighted_recall: 0.7322, number_of_instances: 5456, precision: 0.7376, predictive_accuracy: 0.7322, prior_entropy: 1.7146, relative_absolute_error: 0.6375, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3175, root_relative_squared_error: 0.7803, unweighted_recall: 0.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.7303, kappa: 0.5895, kb_relative_information_score: 0.5166, mean_absolute_error: 0.1964, mean_prior_absolute_error: 0.3312, weighted_recall: 0.7337, number_of_instances: 5456, precision: 0.7406, predictive_accuracy: 0.7337, prior_entropy: 1.7146, relative_absolute_error: 0.593, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3048, root_relative_squared_error: 0.7491, unweighted_recall: 0.6714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9969, kappa: 0.9953, kb_relative_information_score: 0.9953, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9969, number_of_instances: 5456, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 1.7146, relative_absolute_error: 0.0048, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0373, root_relative_squared_error: 0.0916, unweighted_recall: 0.9952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9965, kappa: 0.9947, kb_relative_information_score: 0.9948, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9965, number_of_instances: 5456, precision: 0.9965, predictive_accuracy: 0.9965, prior_entropy: 1.7146, relative_absolute_error: 0.0056, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0375, root_relative_squared_error: 0.0922, unweighted_recall: 0.9948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9963, kappa: 0.9945, kb_relative_information_score: 0.9949, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9963, number_of_instances: 5456, precision: 0.9963, predictive_accuracy: 0.9963, prior_entropy: 1.7146, relative_absolute_error: 0.0054, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0395, root_relative_squared_error: 0.097, unweighted_recall: 0.9947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9969, kappa: 0.9953, kb_relative_information_score: 0.9951, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9969, number_of_instances: 5456, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 1.7146, relative_absolute_error: 0.005, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.038, root_relative_squared_error: 0.0935, unweighted_recall: 0.9952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9969, kappa: 0.9953, kb_relative_information_score: 0.9951, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9969, number_of_instances: 5456, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 1.7146, relative_absolute_error: 0.0049, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.038, root_relative_squared_error: 0.0935, unweighted_recall: 0.9952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9967, kappa: 0.995, kb_relative_information_score: 0.9951, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9967, number_of_instances: 5456, precision: 0.9967, predictive_accuracy: 0.9967, prior_entropy: 1.7146, relative_absolute_error: 0.005, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0384, root_relative_squared_error: 0.0943, unweighted_recall: 0.9949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9971, kappa: 0.9956, kb_relative_information_score: 0.9955, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9971, number_of_instances: 5456, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 1.7146, relative_absolute_error: 0.0047, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0366, root_relative_squared_error: 0.0899, unweighted_recall: 0.9954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9969, kappa: 0.9953, kb_relative_information_score: 0.9953, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9969, number_of_instances: 5456, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 1.7146, relative_absolute_error: 0.0048, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0373, root_relative_squared_error: 0.0916, unweighted_recall: 0.9952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9969, kappa: 0.9953, kb_relative_information_score: 0.9951, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9969, number_of_instances: 5456, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 1.7146, relative_absolute_error: 0.0049, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.038, root_relative_squared_error: 0.0935, unweighted_recall: 0.9952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9967, kappa: 0.995, kb_relative_information_score: 0.9953, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9967, number_of_instances: 5456, precision: 0.9967, predictive_accuracy: 0.9967, prior_entropy: 1.7146, relative_absolute_error: 0.005, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0377, root_relative_squared_error: 0.0925, unweighted_recall: 0.9951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9965, kappa: 0.9947, kb_relative_information_score: 0.9952, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9965, number_of_instances: 5456, precision: 0.9965, predictive_accuracy: 0.9965, prior_entropy: 1.7146, relative_absolute_error: 0.0049, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0375, root_relative_squared_error: 0.0922, unweighted_recall: 0.9948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9969, kappa: 0.9953, kb_relative_information_score: 0.9953, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9969, number_of_instances: 5456, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 1.7146, relative_absolute_error: 0.0048, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0373, root_relative_squared_error: 0.0916, unweighted_recall: 0.9952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9969, kappa: 0.9953, kb_relative_information_score: 0.9953, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9969, number_of_instances: 5456, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 1.7146, relative_absolute_error: 0.0048, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0373, root_relative_squared_error: 0.0916, unweighted_recall: 0.9952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9969, kappa: 0.9953, kb_relative_information_score: 0.9953, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9969, number_of_instances: 5456, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 1.7146, relative_absolute_error: 0.0048, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0373, root_relative_squared_error: 0.0916, unweighted_recall: 0.9952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9969, kappa: 0.9953, kb_relative_information_score: 0.9953, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9969, number_of_instances: 5456, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 1.7146, relative_absolute_error: 0.0048, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0373, root_relative_squared_error: 0.0916, unweighted_recall: 0.9952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9969, kappa: 0.9953, kb_relative_information_score: 0.9953, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9969, number_of_instances: 5456, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 1.7146, relative_absolute_error: 0.0048, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0373, root_relative_squared_error: 0.0916, unweighted_recall: 0.9952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9969, kappa: 0.9953, kb_relative_information_score: 0.9953, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9969, number_of_instances: 5456, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 1.7146, relative_absolute_error: 0.0048, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0373, root_relative_squared_error: 0.0916, unweighted_recall: 0.9952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9969, kappa: 0.9953, kb_relative_information_score: 0.9953, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9969, number_of_instances: 5456, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 1.7146, relative_absolute_error: 0.0048, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0373, root_relative_squared_error: 0.0916, unweighted_recall: 0.9952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9967, kappa: 0.995, kb_relative_information_score: 0.995, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9967, number_of_instances: 5456, precision: 0.9967, predictive_accuracy: 0.9967, prior_entropy: 1.7146, relative_absolute_error: 0.0052, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0381, root_relative_squared_error: 0.0936, unweighted_recall: 0.9951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9496, f_measure: 0.8679, kappa: 0.7992, kb_relative_information_score: 0.6838, mean_absolute_error: 0.1346, mean_prior_absolute_error: 0.3312, weighted_recall: 0.8684, number_of_instances: 5456, precision: 0.8697, predictive_accuracy: 0.8684, prior_entropy: 1.7146, relative_absolute_error: 0.4062, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2442, root_relative_squared_error: 0.6002, unweighted_recall: 0.8416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9971, kappa: 0.9956, kb_relative_information_score: 0.9954, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9971, number_of_instances: 5456, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 1.7146, relative_absolute_error: 0.0048, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0366, root_relative_squared_error: 0.0899, unweighted_recall: 0.9952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9969, kappa: 0.9953, kb_relative_information_score: 0.9952, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9969, number_of_instances: 5456, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 1.7146, relative_absolute_error: 0.0049, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0377, root_relative_squared_error: 0.0927, unweighted_recall: 0.9952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9967, kappa: 0.995, kb_relative_information_score: 0.9918, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9967, number_of_instances: 5456, precision: 0.9967, predictive_accuracy: 0.9967, prior_entropy: 1.7146, relative_absolute_error: 0.0105, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0346, root_relative_squared_error: 0.0849, unweighted_recall: 0.9925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.8899, kappa: 0.8333, kb_relative_information_score: 0.7934, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.3312, weighted_recall: 0.8902, number_of_instances: 5456, precision: 0.891, predictive_accuracy: 0.8902, prior_entropy: 1.7146, relative_absolute_error: 0.2546, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2058, root_relative_squared_error: 0.5058, unweighted_recall: 0.8699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.7848, kappa: 0.6767, kb_relative_information_score: 0.6346, mean_absolute_error: 0.1494, mean_prior_absolute_error: 0.3312, weighted_recall: 0.789, number_of_instances: 5456, precision: 0.7871, predictive_accuracy: 0.789, prior_entropy: 1.7146, relative_absolute_error: 0.451, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2702, root_relative_squared_error: 0.664, unweighted_recall: 0.761,

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