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: 0.9943, kappa: 0.9914, kb_relative_information_score: 5338.4448, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 1.7151, recall: 0.9943, relative_absolute_error: 0.0309, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0517, root_relative_squared_error: 0.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9949, kappa: 0.9923, kb_relative_information_score: 5210.5047, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9949, predictive_accuracy: 0.9949, prior_entropy: 1.7151, recall: 0.9949, relative_absolute_error: 0.0696, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.1613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9938, kappa: 0.9906, kb_relative_information_score: 5356.7095, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 1.7151, recall: 0.9938, relative_absolute_error: 0.0252, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0504, root_relative_squared_error: 0.1239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9837, kappa: 0.9752, kb_relative_information_score: 5294.4126, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9846, predictive_accuracy: 0.9835, prior_entropy: 1.7151, recall: 0.9835, relative_absolute_error: 0.0393, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.2036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9898, kappa: 0.9845, kb_relative_information_score: 5370.4536, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9901, predictive_accuracy: 0.9897, prior_entropy: 1.7151, recall: 0.9897, relative_absolute_error: 0.0193, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.061, root_relative_squared_error: 0.1499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9936, kappa: 0.9903, kb_relative_information_score: 5098.1037, mean_absolute_error: 0.0339, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9936, predictive_accuracy: 0.9936, prior_entropy: 1.7151, recall: 0.9936, relative_absolute_error: 0.1024, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0775, root_relative_squared_error: 0.1905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9952, kappa: 0.9928, kb_relative_information_score: 534.9288, mean_absolute_error: 0.3415, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9952, predictive_accuracy: 0.9952, prior_entropy: 1.7151, recall: 0.9952, relative_absolute_error: 1.0309, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3943, root_relative_squared_error: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9936, kappa: 0.9903, kb_relative_information_score: 5373.0256, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9936, predictive_accuracy: 0.9936, prior_entropy: 1.7151, recall: 0.9936, relative_absolute_error: 0.0202, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0492, root_relative_squared_error: 0.1209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9954, kappa: 0.9931, kb_relative_information_score: 5330.3696, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9954, predictive_accuracy: 0.9954, prior_entropy: 1.7151, recall: 0.9954, relative_absolute_error: 0.0341, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.051, root_relative_squared_error: 0.1252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9947, kappa: 0.992, kb_relative_information_score: 5363.3326, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 1.7151, recall: 0.9947, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0465, root_relative_squared_error: 0.1144,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9947, kappa: 0.992, kb_relative_information_score: 5303.3862, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 1.7151, recall: 0.9947, relative_absolute_error: 0.0419, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.056, root_relative_squared_error: 0.1376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9978, kappa: 0.9967, kb_relative_information_score: 420.1769, mean_absolute_error: 0.3484, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 1.7151, recall: 0.9978, relative_absolute_error: 1.0517, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4023, root_relative_squared_error: 0.9885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9938, kappa: 0.9906, kb_relative_information_score: 5348.1416, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 1.7151, recall: 0.9938, relative_absolute_error: 0.028, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0517, root_relative_squared_error: 0.1271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9954, kappa: 0.9931, kb_relative_information_score: 5376.0621, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9954, predictive_accuracy: 0.9954, prior_entropy: 1.7151, recall: 0.9954, relative_absolute_error: 0.0203, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0447, root_relative_squared_error: 0.1098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.995, kappa: 0.9925, kb_relative_information_score: 5410.3469, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9951, predictive_accuracy: 0.9951, prior_entropy: 1.7151, recall: 0.9951, relative_absolute_error: 0.0079, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0502, root_relative_squared_error: 0.1234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9914, kappa: 0.987, kb_relative_information_score: 5093.7381, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9914, predictive_accuracy: 0.9914, prior_entropy: 1.7151, recall: 0.9914, relative_absolute_error: 0.1025, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0797, root_relative_squared_error: 0.1959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9982, kappa: 0.9972, kb_relative_information_score: 5437.4549, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9982, predictive_accuracy: 0.9982, prior_entropy: 1.7151, recall: 0.9982, relative_absolute_error: 0.003, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0298, root_relative_squared_error: 0.0732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9943, kappa: 0.9914, kb_relative_information_score: 534.372, mean_absolute_error: 0.3415, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 1.7151, recall: 0.9943, relative_absolute_error: 1.031, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3944, root_relative_squared_error: 0.9691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9954, kappa: 0.9931, kb_relative_information_score: 5387.6893, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9954, predictive_accuracy: 0.9954, prior_entropy: 1.7151, recall: 0.9954, relative_absolute_error: 0.0165, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0428, root_relative_squared_error: 0.1052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9919, kappa: 0.9878, kb_relative_information_score: 5366.2267, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9919, predictive_accuracy: 0.9919, prior_entropy: 1.7151, recall: 0.9919, relative_absolute_error: 0.0215, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0521, root_relative_squared_error: 0.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.995, kappa: 0.9925, kb_relative_information_score: 5333.8804, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9951, predictive_accuracy: 0.9951, prior_entropy: 1.7151, recall: 0.9951, relative_absolute_error: 0.0336, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0489, root_relative_squared_error: 0.1201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.995, kappa: 0.9925, kb_relative_information_score: 534.7349, mean_absolute_error: 0.3415, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9951, predictive_accuracy: 0.9951, prior_entropy: 1.7151, recall: 0.9951, relative_absolute_error: 1.0309, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3943, root_relative_squared_error: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9967, kappa: 0.995, kb_relative_information_score: 236.9648, mean_absolute_error: 0.3591, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9967, predictive_accuracy: 0.9967, prior_entropy: 1.7151, recall: 0.9967, relative_absolute_error: 1.084, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4147, root_relative_squared_error: 1.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9949, kappa: 0.9923, kb_relative_information_score: 5333.7362, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9949, predictive_accuracy: 0.9949, prior_entropy: 1.7151, recall: 0.9949, relative_absolute_error: 0.0327, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0525, root_relative_squared_error: 0.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9967, kappa: 0.995, kb_relative_information_score: 5380.1687, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9967, predictive_accuracy: 0.9967, prior_entropy: 1.7151, recall: 0.9967, relative_absolute_error: 0.0199, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0424, root_relative_squared_error: 0.1042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9954, kappa: 0.9931, kb_relative_information_score: 5368.5672, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9954, predictive_accuracy: 0.9954, prior_entropy: 1.7151, recall: 0.9954, relative_absolute_error: 0.0224, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0459, root_relative_squared_error: 0.1129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9936, kappa: 0.9903, kb_relative_information_score: 529.8891, mean_absolute_error: 0.3417, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9936, predictive_accuracy: 0.9936, prior_entropy: 1.7151, recall: 0.9936, relative_absolute_error: 1.0317, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3946, root_relative_squared_error: 0.9698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9956, kappa: 0.9934, kb_relative_information_score: 5347.6514, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 1.7151, recall: 0.9956, relative_absolute_error: 0.0289, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0484, root_relative_squared_error: 0.1189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9943, kappa: 0.9914, kb_relative_information_score: 5341.7741, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 1.7151, recall: 0.9943, relative_absolute_error: 0.03, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0515, root_relative_squared_error: 0.1266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9945, kappa: 0.9917, kb_relative_information_score: 5331.4819, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9945, predictive_accuracy: 0.9945, prior_entropy: 1.7151, recall: 0.9945, relative_absolute_error: 0.0335, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0522, root_relative_squared_error: 0.1283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9914, kappa: 0.987, kb_relative_information_score: 5079.9109, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9914, predictive_accuracy: 0.9914, prior_entropy: 1.7151, recall: 0.9914, relative_absolute_error: 0.1066, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.081, root_relative_squared_error: 0.1991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.8865, kappa: 0.8347, kb_relative_information_score: 4487.4508, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.906, predictive_accuracy: 0.8895, prior_entropy: 1.7151, recall: 0.8895, relative_absolute_error: 0.2338, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.203, root_relative_squared_error: 0.4989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9958, kappa: 0.9936, kb_relative_information_score: 5238.2539, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9958, predictive_accuracy: 0.9958, prior_entropy: 1.7151, recall: 0.9958, relative_absolute_error: 0.0622, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.06, root_relative_squared_error: 0.1475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9971, kappa: 0.9956, kb_relative_information_score: 5428.2331, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 1.7151, recall: 0.9971, relative_absolute_error: 0.0044, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0358, root_relative_squared_error: 0.0881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9947, kappa: 0.992, kb_relative_information_score: 5328.2606, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 1.7151, recall: 0.9947, relative_absolute_error: 0.0344, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0517, root_relative_squared_error: 0.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9927, kappa: 0.9889, kb_relative_information_score: 5335.0064, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9927, predictive_accuracy: 0.9927, prior_entropy: 1.7151, recall: 0.9927, relative_absolute_error: 0.0317, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.054, root_relative_squared_error: 0.1328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9958, kappa: 0.9936, kb_relative_information_score: 5276.6367, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9958, predictive_accuracy: 0.9958, prior_entropy: 1.7151, recall: 0.9958, relative_absolute_error: 0.0508, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.056, root_relative_squared_error: 0.1377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9952, kappa: 0.9928, kb_relative_information_score: 5337.6052, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9952, predictive_accuracy: 0.9952, prior_entropy: 1.7151, recall: 0.9952, relative_absolute_error: 0.0324, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0486, root_relative_squared_error: 0.1193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9971, kappa: 0.9956, kb_relative_information_score: 5428.7847, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 1.7151, recall: 0.9971, relative_absolute_error: 0.0043, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0367, root_relative_squared_error: 0.0903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9953, kb_relative_information_score: 5427.1991, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 1.7151, recall: 0.9969, relative_absolute_error: 0.0056, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.035, root_relative_squared_error: 0.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9972, kappa: 0.9958, kb_relative_information_score: 214.653, mean_absolute_error: 0.3602, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9973, predictive_accuracy: 0.9973, prior_entropy: 1.7151, recall: 0.9973, relative_absolute_error: 1.0874, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.416, root_relative_squared_error: 1.0223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.994, kappa: 0.9909, kb_relative_information_score: 5340.7204, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.994, predictive_accuracy: 0.994, prior_entropy: 1.7151, recall: 0.994, relative_absolute_error: 0.0302, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0518, root_relative_squared_error: 0.1272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9934, kappa: 0.99, kb_relative_information_score: 5330.1097, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9934, predictive_accuracy: 0.9934, prior_entropy: 1.7151, recall: 0.9934, relative_absolute_error: 0.033, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0542, root_relative_squared_error: 0.1331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9945, kappa: 0.9917, kb_relative_information_score: 5205.8888, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9945, predictive_accuracy: 0.9945, prior_entropy: 1.7151, recall: 0.9945, relative_absolute_error: 0.0711, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0651, root_relative_squared_error: 0.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9949, kappa: 0.9923, kb_relative_information_score: 5322.8252, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9949, predictive_accuracy: 0.9949, prior_entropy: 1.7151, recall: 0.9949, relative_absolute_error: 0.0361, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0527, root_relative_squared_error: 0.1295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9925, kappa: 0.9887, kb_relative_information_score: 5356.0771, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 1.7151, recall: 0.9925, relative_absolute_error: 0.025, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.052, root_relative_squared_error: 0.1279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9938, kappa: 0.9906, kb_relative_information_score: 5293.5141, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 1.7151, recall: 0.9938, relative_absolute_error: 0.0445, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0578, root_relative_squared_error: 0.1421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9954, kappa: 0.9931, kb_relative_information_score: 5364.6916, mean_absolute_error: 0.0081, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9954, predictive_accuracy: 0.9954, prior_entropy: 1.7151, recall: 0.9954, relative_absolute_error: 0.0244, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0445, root_relative_squared_error: 0.1095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9938, kappa: 0.9906, kb_relative_information_score: 5335.4415, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 1.7151, recall: 0.9938, relative_absolute_error: 0.0317, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0535, root_relative_squared_error: 0.1314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9941, kappa: 0.9911, kb_relative_information_score: 5364.1244, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 1.7151, recall: 0.9941, relative_absolute_error: 0.0231, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.048, root_relative_squared_error: 0.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9943, kappa: 0.9914, kb_relative_information_score: 5362.4776, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 1.7151, recall: 0.9943, relative_absolute_error: 0.0235, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0486, root_relative_squared_error: 0.1194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9945, kappa: 0.9917, kb_relative_information_score: 5279.7572, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9945, predictive_accuracy: 0.9945, prior_entropy: 1.7151, recall: 0.9945, relative_absolute_error: 0.0489, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.1418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.6415, kappa: 0.4932, kb_relative_information_score: 2575.9037, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.7237, predictive_accuracy: 0.6802, prior_entropy: 1.7151, recall: 0.6802, relative_absolute_error: 0.5862, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3339, root_relative_squared_error: 0.8204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, kb_relative_information_score: 0.9276, mean_absolute_error: 0.3312, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.4041, prior_entropy: 1.7151, recall: 0.4041, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4069, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9936, kappa: 0.9903, kb_relative_information_score: 5340.2425, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9936, predictive_accuracy: 0.9936, prior_entropy: 1.7151, recall: 0.9936, relative_absolute_error: 0.0303, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.052, root_relative_squared_error: 0.1279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.9133, kappa: 0.869, kb_relative_information_score: 4342.0595, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9134, predictive_accuracy: 0.9135, prior_entropy: 1.7151, recall: 0.9135, relative_absolute_error: 0.2696, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.4811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9932, kappa: 0.9898, kb_relative_information_score: 5282.6308, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9933, predictive_accuracy: 0.9932, prior_entropy: 1.7151, recall: 0.9932, relative_absolute_error: 0.0472, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0614, root_relative_squared_error: 0.1508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8482, f_measure: 0.6578, kappa: 0.4866, kb_relative_information_score: 2387.1533, mean_absolute_error: 0.2226, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.668, predictive_accuracy: 0.6628, prior_entropy: 1.7151, recall: 0.6628, relative_absolute_error: 0.6719, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3355, root_relative_squared_error: 0.8245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9971, kappa: 0.9956, kb_relative_information_score: 5429.7182, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 1.7151, recall: 0.9971, relative_absolute_error: 0.0043, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0366, root_relative_squared_error: 0.0899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9963, kappa: 0.9945, kb_relative_information_score: 5381.4035, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9963, predictive_accuracy: 0.9963, prior_entropy: 1.7151, recall: 0.9963, relative_absolute_error: 0.0196, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0409, root_relative_squared_error: 0.1006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9616, kappa: 0.9427, kb_relative_information_score: 138.8094, mean_absolute_error: 0.3638, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9627, predictive_accuracy: 0.9622, prior_entropy: 1.7151, recall: 0.9622, relative_absolute_error: 1.0982, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4202, root_relative_squared_error: 1.0325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, f_measure: 0.7051, kappa: 0.5593, kb_relative_information_score: 2628.9703, mean_absolute_error: 0.2071, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.7156, predictive_accuracy: 0.711, prior_entropy: 1.7151, recall: 0.711, relative_absolute_error: 0.6253, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3196, root_relative_squared_error: 0.7853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9917, kappa: 0.9875, kb_relative_information_score: 5020.7631, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9917, predictive_accuracy: 0.9918, prior_entropy: 1.7151, recall: 0.9918, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.09, root_relative_squared_error: 0.2213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.961, kappa: 0.9417, kb_relative_information_score: 157.4079, mean_absolute_error: 0.3628, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9623, predictive_accuracy: 0.9615, prior_entropy: 1.7151, recall: 0.9615, relative_absolute_error: 1.0954, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4191, root_relative_squared_error: 1.0298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9952, kappa: 0.9928, kb_relative_information_score: 5391.363, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9952, predictive_accuracy: 0.9952, prior_entropy: 1.7151, recall: 0.9952, relative_absolute_error: 0.0144, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0456, root_relative_squared_error: 0.1122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, kb_relative_information_score: 0.9276, mean_absolute_error: 0.3312, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.4041, prior_entropy: 1.7151, recall: 0.4041, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4069, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9952, kappa: 0.9928, kb_relative_information_score: 5288.6152, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9952, predictive_accuracy: 0.9952, prior_entropy: 1.7151, recall: 0.9952, relative_absolute_error: 0.0466, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0556, root_relative_squared_error: 0.1366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9941, kappa: 0.9911, kb_relative_information_score: 5252.5039, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9942, predictive_accuracy: 0.9941, prior_entropy: 1.7151, recall: 0.9941, relative_absolute_error: 0.0562, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0637, root_relative_squared_error: 0.1565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.5924, kappa: 0.429, kb_relative_information_score: 2487.817, mean_absolute_error: 0.2073, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.7364, predictive_accuracy: 0.642, prior_entropy: 1.7151, recall: 0.642, relative_absolute_error: 0.6257, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3353, root_relative_squared_error: 0.8239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9965, kappa: 0.9947, kb_relative_information_score: 5424.1944, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9965, predictive_accuracy: 0.9965, prior_entropy: 1.7151, recall: 0.9965, relative_absolute_error: 0.0058, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.039, root_relative_squared_error: 0.0958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9983, kappa: 0.9975, kb_relative_information_score: 197.9438, mean_absolute_error: 0.3616, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9984, predictive_accuracy: 0.9984, prior_entropy: 1.7151, recall: 0.9984, relative_absolute_error: 1.0918, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4177, root_relative_squared_error: 1.0264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9954, kappa: 0.9931, kb_relative_information_score: 5413.3864, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9954, predictive_accuracy: 0.9954, prior_entropy: 1.7151, recall: 0.9954, relative_absolute_error: 0.0072, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0479, root_relative_squared_error: 0.1176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9945, kappa: 0.9917, kb_relative_information_score: 5344.3025, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9945, predictive_accuracy: 0.9945, prior_entropy: 1.7151, recall: 0.9945, relative_absolute_error: 0.0292, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.1248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9891, kappa: 0.9837, kb_relative_information_score: 4931.8216, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9892, predictive_accuracy: 0.9892, prior_entropy: 1.7151, recall: 0.9892, relative_absolute_error: 0.1468, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0983, root_relative_squared_error: 0.2415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9906, kappa: 0.9859, kb_relative_information_score: 5051.3152, mean_absolute_error: 0.0379, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9907, predictive_accuracy: 0.9907, prior_entropy: 1.7151, recall: 0.9907, relative_absolute_error: 0.1145, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.2075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.874, kappa: 0.8412, kb_relative_information_score: 75.5648, mean_absolute_error: 0.3676, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9118, predictive_accuracy: 0.8986, prior_entropy: 1.7151, recall: 0.8986, relative_absolute_error: 1.1098, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4245, root_relative_squared_error: 1.0432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9956, kappa: 0.9934, kb_relative_information_score: 5319.1088, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 1.7151, recall: 0.9956, relative_absolute_error: 0.0376, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0517, root_relative_squared_error: 0.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.944, kappa: 0.9161, kb_relative_information_score: 60.7133, mean_absolute_error: 0.3688, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9452, predictive_accuracy: 0.9446, prior_entropy: 1.7151, recall: 0.9446, relative_absolute_error: 1.1134, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4259, root_relative_squared_error: 1.0466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9952, kappa: 0.9928, kb_relative_information_score: 5416.2658, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9952, predictive_accuracy: 0.9952, prior_entropy: 1.7151, recall: 0.9952, relative_absolute_error: 0.007, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0471, root_relative_squared_error: 0.1158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9928, kappa: 0.9892, kb_relative_information_score: 5207.1982, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9929, predictive_accuracy: 0.9929, prior_entropy: 1.7151, recall: 0.9929, relative_absolute_error: 0.07, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0669, root_relative_squared_error: 0.1643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9954, kappa: 0.9931, kb_relative_information_score: 5335.7378, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9954, predictive_accuracy: 0.9954, prior_entropy: 1.7151, recall: 0.9954, relative_absolute_error: 0.0334, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0473, root_relative_squared_error: 0.1163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9028, kappa: 0.8548, kb_relative_information_score: 4611.5441, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.914, predictive_accuracy: 0.9027, prior_entropy: 1.7151, recall: 0.9027, relative_absolute_error: 0.2054, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1897, root_relative_squared_error: 0.4661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9954, kappa: 0.9931, kb_relative_information_score: 535.205, mean_absolute_error: 0.3415, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9954, predictive_accuracy: 0.9954, prior_entropy: 1.7151, recall: 0.9954, relative_absolute_error: 1.0309, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3943, root_relative_squared_error: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.994, kappa: 0.9909, kb_relative_information_score: 5335.4645, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.994, predictive_accuracy: 0.994, prior_entropy: 1.7151, recall: 0.994, relative_absolute_error: 0.0319, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0522, root_relative_squared_error: 0.1284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9961, kappa: 0.9942, kb_relative_information_score: 5387.2789, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9962, predictive_accuracy: 0.9962, prior_entropy: 1.7151, recall: 0.9962, relative_absolute_error: 0.0172, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0421, root_relative_squared_error: 0.1035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9945, kappa: 0.9917, kb_relative_information_score: 5359.8683, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9945, predictive_accuracy: 0.9945, prior_entropy: 1.7151, recall: 0.9945, relative_absolute_error: 0.0243, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.049, root_relative_squared_error: 0.1205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9878, kappa: 0.9817, kb_relative_information_score: 4865.2039, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9879, predictive_accuracy: 0.9879, prior_entropy: 1.7151, recall: 0.9879, relative_absolute_error: 0.166, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1048, root_relative_squared_error: 0.2575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9775, kappa: 0.9659, kb_relative_information_score: 5212.3769, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9792, predictive_accuracy: 0.9773, prior_entropy: 1.7151, recall: 0.9773, relative_absolute_error: 0.0604, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0997, root_relative_squared_error: 0.2449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9965, kappa: 0.9947, kb_relative_information_score: 5408.6508, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9965, predictive_accuracy: 0.9965, prior_entropy: 1.7151, recall: 0.9965, relative_absolute_error: 0.0107, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0379, root_relative_squared_error: 0.0931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9983, kappa: 0.9975, kb_relative_information_score: 368.5406, mean_absolute_error: 0.3521, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9984, predictive_accuracy: 0.9984, prior_entropy: 1.7151, recall: 0.9984, relative_absolute_error: 1.0631, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4067, root_relative_squared_error: 0.9994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9928, kappa: 0.9892, kb_relative_information_score: 5207.9013, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9929, predictive_accuracy: 0.9929, prior_entropy: 1.7151, recall: 0.9929, relative_absolute_error: 0.0685, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0698, root_relative_squared_error: 0.1716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9947, kappa: 0.992, kb_relative_information_score: 5347.3221, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 1.7151, recall: 0.9947, relative_absolute_error: 0.0285, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.05, root_relative_squared_error: 0.1228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9936, kappa: 0.9903, kb_relative_information_score: 5329.4302, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9936, predictive_accuracy: 0.9936, prior_entropy: 1.7151, recall: 0.9936, relative_absolute_error: 0.0332, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0544, root_relative_squared_error: 0.1337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9927, kappa: 0.9889, kb_relative_information_score: 5360.6626, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9927, predictive_accuracy: 0.9927, prior_entropy: 1.7151, recall: 0.9927, relative_absolute_error: 0.0227, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0532, root_relative_squared_error: 0.1308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9945, kappa: 0.9917, kb_relative_information_score: 5229.4982, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9945, predictive_accuracy: 0.9945, prior_entropy: 1.7151, recall: 0.9945, relative_absolute_error: 0.0646, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0623, root_relative_squared_error: 0.1531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9949, kappa: 0.9923, kb_relative_information_score: 5344.6635, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9949, predictive_accuracy: 0.9949, prior_entropy: 1.7151, recall: 0.9949, relative_absolute_error: 0.0297, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0498, root_relative_squared_error: 0.1224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9884, kappa: 0.9825, kb_relative_information_score: 4922.3189, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9884, predictive_accuracy: 0.9885, prior_entropy: 1.7151, recall: 0.9885, relative_absolute_error: 0.149, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0998, root_relative_squared_error: 0.2452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.758, kappa: 0.6804, kb_relative_information_score: 48.7386, mean_absolute_error: 0.3686, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8239, predictive_accuracy: 0.7978, prior_entropy: 1.7151, recall: 0.7978, relative_absolute_error: 1.1129, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4258, root_relative_squared_error: 1.0462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9936, kappa: 0.9903, kb_relative_information_score: 5343.3764, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9936, predictive_accuracy: 0.9936, prior_entropy: 1.7151, recall: 0.9936, relative_absolute_error: 0.0288, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0532, root_relative_squared_error: 0.1307,

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