OpenML
Supervised Classification on cardiotocography

Supervised Classification on cardiotocography

Task 9979 Supervised Classification cardiotocography 11663 runs submitted
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  • OpenML100 study_107 study_123 study_14 study_7
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9991, kappa: 0.9989, kb_relative_information_score: 0.9984, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9991, number_of_instances: 2126, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 2.9134, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0137, root_relative_squared_error: 0.0473, unweighted_recall: 0.9974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_prior_absolute_error: 0.1679, weighted_recall: 1, number_of_instances: 2126, precision: 1, predictive_accuracy: 1, prior_entropy: 2.9134, root_mean_prior_squared_error: 0.2897, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6824, f_measure: 0.6313, kappa: 0.504, kb_relative_information_score: 0.5232, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.1679, weighted_recall: 0.5588, number_of_instances: 2126, precision: 0.8114, predictive_accuracy: 0.5588, prior_entropy: 2.9134, relative_absolute_error: 0.5262, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.2958, root_relative_squared_error: 1.0212, unweighted_recall: 0.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9925, kappa: 0.991, kb_relative_information_score: 0.9911, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9925, number_of_instances: 2126, precision: 0.9927, predictive_accuracy: 0.9925, prior_entropy: 2.9134, relative_absolute_error: 0.0091, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0326, root_relative_squared_error: 0.1124, unweighted_recall: 0.9782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.1679, weighted_recall: 1, number_of_instances: 2126, precision: 1, predictive_accuracy: 1, prior_entropy: 2.9134, relative_absolute_error: 0, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9948, kappa: 0.9938, kb_relative_information_score: 0.9932, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9948, number_of_instances: 2126, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 2.9134, relative_absolute_error: 0.0071, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0275, root_relative_squared_error: 0.0949, unweighted_recall: 0.9839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9958, kappa: 0.995, kb_relative_information_score: 0.9936, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9958, number_of_instances: 2126, precision: 0.9959, predictive_accuracy: 0.9958, prior_entropy: 2.9134, relative_absolute_error: 0.0055, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0276, root_relative_squared_error: 0.0953, unweighted_recall: 0.9876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9577, kappa: 0.9495, kb_relative_information_score: 0.9462, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9577, number_of_instances: 2126, precision: 0.9578, predictive_accuracy: 0.9577, prior_entropy: 2.9134, relative_absolute_error: 0.0611, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0816, root_relative_squared_error: 0.2818, unweighted_recall: 0.9079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, f_measure: 0.9351, kappa: 0.9181, kb_relative_information_score: 0.9148, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9309, number_of_instances: 2126, precision: 0.9447, predictive_accuracy: 0.9309, prior_entropy: 2.9134, relative_absolute_error: 0.0823, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.1164, root_relative_squared_error: 0.4016, unweighted_recall: 0.8953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9948, kappa: 0.9938, kb_relative_information_score: 0.9925, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9948, number_of_instances: 2126, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 2.9134, relative_absolute_error: 0.0076, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0298, root_relative_squared_error: 0.1029, unweighted_recall: 0.9852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7521, f_measure: 0.7053, kappa: 0.6134, kb_relative_information_score: 0.6258, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.1679, weighted_recall: 0.6665, number_of_instances: 2126, precision: 0.7972, predictive_accuracy: 0.6665, prior_entropy: 2.9134, relative_absolute_error: 0.398, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.2573, root_relative_squared_error: 0.8879, unweighted_recall: 0.6343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9925, kappa: 0.991, kb_relative_information_score: 0.9903, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9925, number_of_instances: 2126, precision: 0.9926, predictive_accuracy: 0.9925, prior_entropy: 2.9134, relative_absolute_error: 0.0112, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0333, root_relative_squared_error: 0.115, unweighted_recall: 0.9783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9934, kappa: 0.9922, kb_relative_information_score: 0.9926, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9934, number_of_instances: 2126, precision: 0.9935, predictive_accuracy: 0.9934, prior_entropy: 2.9134, relative_absolute_error: 0.0085, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0299, root_relative_squared_error: 0.103, unweighted_recall: 0.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.1679, weighted_recall: 1, number_of_instances: 2126, precision: 1, predictive_accuracy: 1, prior_entropy: 2.9134, relative_absolute_error: 0, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7217, f_measure: 0.6889, kappa: 0.5795, kb_relative_information_score: 0.5952, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.1679, weighted_recall: 0.6341, number_of_instances: 2126, precision: 0.7971, predictive_accuracy: 0.6341, prior_entropy: 2.9134, relative_absolute_error: 0.4359, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.2666, root_relative_squared_error: 0.9202, unweighted_recall: 0.6158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9935, kappa: 0.9922, kb_relative_information_score: 0.9911, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9934, number_of_instances: 2126, precision: 0.9936, predictive_accuracy: 0.9934, prior_entropy: 2.9134, relative_absolute_error: 0.0085, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0318, root_relative_squared_error: 0.1098, unweighted_recall: 0.9801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9684, kappa: 0.9624, kb_relative_information_score: 0.9599, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9685, number_of_instances: 2126, precision: 0.9686, predictive_accuracy: 0.9685, prior_entropy: 2.9134, relative_absolute_error: 0.045, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.071, root_relative_squared_error: 0.2451, unweighted_recall: 0.9273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9716, kappa: 0.9741, kb_relative_information_score: 0.9511, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9784, number_of_instances: 2126, precision: 0.9762, predictive_accuracy: 0.9784, prior_entropy: 2.9134, relative_absolute_error: 0.0517, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0523, root_relative_squared_error: 0.1804, unweighted_recall: 0.9165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.1679, weighted_recall: 1, number_of_instances: 2126, precision: 1, predictive_accuracy: 1, prior_entropy: 2.9134, relative_absolute_error: 0, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.992, kappa: 0.9905, kb_relative_information_score: 0.9903, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.1679, weighted_recall: 0.992, number_of_instances: 2126, precision: 0.9923, predictive_accuracy: 0.992, prior_entropy: 2.9134, relative_absolute_error: 0.0099, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0345, root_relative_squared_error: 0.119, unweighted_recall: 0.9769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9948, kappa: 0.9938, kb_relative_information_score: 0.993, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9948, number_of_instances: 2126, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 2.9134, relative_absolute_error: 0.008, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0284, root_relative_squared_error: 0.098, unweighted_recall: 0.9843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9641, kappa: 0.9579, kb_relative_information_score: 0.9506, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9647, number_of_instances: 2126, precision: 0.9656, predictive_accuracy: 0.9647, prior_entropy: 2.9134, relative_absolute_error: 0.0622, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0747, root_relative_squared_error: 0.2578, unweighted_recall: 0.9092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9934, kappa: 0.9922, kb_relative_information_score: 0.9916, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9934, number_of_instances: 2126, precision: 0.9936, predictive_accuracy: 0.9934, prior_entropy: 2.9134, relative_absolute_error: 0.0083, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0323, root_relative_squared_error: 0.1113, unweighted_recall: 0.9805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9916, kappa: 0.9899, kb_relative_information_score: 0.9894, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9915, number_of_instances: 2126, precision: 0.9917, predictive_accuracy: 0.9915, prior_entropy: 2.9134, relative_absolute_error: 0.01, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0355, root_relative_squared_error: 0.1226, unweighted_recall: 0.9763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9934, kappa: 0.9922, kb_relative_information_score: 0.9924, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9934, number_of_instances: 2126, precision: 0.9935, predictive_accuracy: 0.9934, prior_entropy: 2.9134, relative_absolute_error: 0.0093, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0295, root_relative_squared_error: 0.1018, unweighted_recall: 0.9809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9994, kb_relative_information_score: 0.999, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9995, number_of_instances: 2126, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 2.9134, relative_absolute_error: 0.0017, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0105, root_relative_squared_error: 0.0361, unweighted_recall: 0.9981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9546, kappa: 0.9467, kb_relative_information_score: 0.9392, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9553, number_of_instances: 2126, precision: 0.9552, predictive_accuracy: 0.9553, prior_entropy: 2.9134, relative_absolute_error: 0.0877, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0811, root_relative_squared_error: 0.2798, unweighted_recall: 0.8977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9657, kappa: 0.9596, kb_relative_information_score: 0.9613, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9661, number_of_instances: 2126, precision: 0.9663, predictive_accuracy: 0.9661, prior_entropy: 2.9134, relative_absolute_error: 0.0519, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0679, root_relative_squared_error: 0.2343, unweighted_recall: 0.9168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9571, kappa: 0.9495, kb_relative_information_score: 0.9452, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9577, number_of_instances: 2126, precision: 0.9576, predictive_accuracy: 0.9577, prior_entropy: 2.9134, relative_absolute_error: 0.0784, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0792, root_relative_squared_error: 0.2733, unweighted_recall: 0.9006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.962, kappa: 0.9546, kb_relative_information_score: 0.9513, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9619, number_of_instances: 2126, precision: 0.9622, predictive_accuracy: 0.9619, prior_entropy: 2.9134, relative_absolute_error: 0.0492, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.2695, unweighted_recall: 0.9157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7901, f_measure: 0.8, kappa: 0.7331, kb_relative_information_score: 0.7441, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.1679, weighted_recall: 0.7719, number_of_instances: 2126, precision: 0.8548, predictive_accuracy: 0.7719, prior_entropy: 2.9134, relative_absolute_error: 0.2742, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.7346, unweighted_recall: 0.7409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9953, kappa: 0.9944, kb_relative_information_score: 0.9933, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9953, number_of_instances: 2126, precision: 0.9953, predictive_accuracy: 0.9953, prior_entropy: 2.9134, relative_absolute_error: 0.0079, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0284, root_relative_squared_error: 0.098, unweighted_recall: 0.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9635, kappa: 0.9568, kb_relative_information_score: 0.9561, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9638, number_of_instances: 2126, precision: 0.9638, predictive_accuracy: 0.9638, prior_entropy: 2.9134, relative_absolute_error: 0.0516, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0741, root_relative_squared_error: 0.2559, unweighted_recall: 0.9117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9921, kappa: 0.9905, kb_relative_information_score: 0.9893, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.1679, weighted_recall: 0.992, number_of_instances: 2126, precision: 0.9922, predictive_accuracy: 0.992, prior_entropy: 2.9134, relative_absolute_error: 0.0106, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0345, root_relative_squared_error: 0.119, unweighted_recall: 0.9772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9593, kappa: 0.9518, kb_relative_information_score: 0.951, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9595, number_of_instances: 2126, precision: 0.9596, predictive_accuracy: 0.9595, prior_entropy: 2.9134, relative_absolute_error: 0.0527, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0783, root_relative_squared_error: 0.2701, unweighted_recall: 0.9027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9962, kappa: 0.9955, kb_relative_information_score: 0.9945, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9962, number_of_instances: 2126, precision: 0.9963, predictive_accuracy: 0.9962, prior_entropy: 2.9134, relative_absolute_error: 0.0075, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0239, root_relative_squared_error: 0.0826, unweighted_recall: 0.9878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, f_measure: 0.9053, kappa: 0.8834, kb_relative_information_score: 0.8821, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9017, number_of_instances: 2126, precision: 0.9132, predictive_accuracy: 0.9017, prior_entropy: 2.9134, relative_absolute_error: 0.1235, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.1344, root_relative_squared_error: 0.4639, unweighted_recall: 0.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9752, kappa: 0.9758, kb_relative_information_score: 0.9639, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9798, number_of_instances: 2126, precision: 0.9789, predictive_accuracy: 0.9798, prior_entropy: 2.9134, relative_absolute_error: 0.0255, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.049, root_relative_squared_error: 0.1692, unweighted_recall: 0.926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9962, kappa: 0.9955, kb_relative_information_score: 0.9936, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9962, number_of_instances: 2126, precision: 0.9962, predictive_accuracy: 0.9962, prior_entropy: 2.9134, relative_absolute_error: 0.0068, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0267, root_relative_squared_error: 0.092, unweighted_recall: 0.9889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9925, kappa: 0.991, kb_relative_information_score: 0.9895, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9925, number_of_instances: 2126, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 2.9134, relative_absolute_error: 0.0094, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0357, root_relative_squared_error: 0.1232, unweighted_recall: 0.9775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, f_measure: 0.8869, kappa: 0.8534, kb_relative_information_score: 0.8588, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1679, weighted_recall: 0.8758, number_of_instances: 2126, precision: 0.9066, predictive_accuracy: 0.8758, prior_entropy: 2.9134, relative_absolute_error: 0.1513, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.1521, root_relative_squared_error: 0.525, unweighted_recall: 0.8279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9389, f_measure: 0.9262, kappa: 0.9075, kb_relative_information_score: 0.9104, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9219, number_of_instances: 2126, precision: 0.9345, predictive_accuracy: 0.9219, prior_entropy: 2.9134, relative_absolute_error: 0.104, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.1221, root_relative_squared_error: 0.4216, unweighted_recall: 0.9007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9915, kappa: 0.9899, kb_relative_information_score: 0.9883, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9915, number_of_instances: 2126, precision: 0.9916, predictive_accuracy: 0.9915, prior_entropy: 2.9134, relative_absolute_error: 0.0108, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0378, root_relative_squared_error: 0.1305, unweighted_recall: 0.9748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9998, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.1679, weighted_recall: 1, number_of_instances: 2126, precision: 1, predictive_accuracy: 1, prior_entropy: 2.9134, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0001, root_relative_squared_error: 0.0004, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7977, f_measure: 0.7384, kappa: 0.6893, kb_relative_information_score: 0.6821, mean_absolute_error: 0.0528, mean_prior_absolute_error: 0.1679, weighted_recall: 0.738, number_of_instances: 2126, precision: 0.7529, predictive_accuracy: 0.738, prior_entropy: 2.9134, relative_absolute_error: 0.3145, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.7792, unweighted_recall: 0.6221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9542, kappa: 0.9456, kb_relative_information_score: 0.9402, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9544, number_of_instances: 2126, precision: 0.9543, predictive_accuracy: 0.9544, prior_entropy: 2.9134, relative_absolute_error: 0.0638, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0859, root_relative_squared_error: 0.2966, unweighted_recall: 0.8984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.993, kappa: 0.9916, kb_relative_information_score: 0.9911, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9929, number_of_instances: 2126, precision: 0.993, predictive_accuracy: 0.9929, prior_entropy: 2.9134, relative_absolute_error: 0.0092, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0324, root_relative_squared_error: 0.1118, unweighted_recall: 0.9795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9967, kappa: 0.9961, kb_relative_information_score: 0.9939, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9967, number_of_instances: 2126, precision: 0.9968, predictive_accuracy: 0.9967, prior_entropy: 2.9134, relative_absolute_error: 0.0065, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.026, root_relative_squared_error: 0.0897, unweighted_recall: 0.9904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9785, f_measure: 0.9534, kappa: 0.9429, kb_relative_information_score: 0.9406, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.1679, weighted_recall: 0.952, number_of_instances: 2126, precision: 0.9575, predictive_accuracy: 0.952, prior_entropy: 2.9134, relative_absolute_error: 0.064, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0899, root_relative_squared_error: 0.3105, unweighted_recall: 0.9181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6757, f_measure: 0.6593, kappa: 0.5355, kb_relative_information_score: 0.5511, mean_absolute_error: 0.082, mean_prior_absolute_error: 0.1679, weighted_recall: 0.5903, number_of_instances: 2126, precision: 0.8126, predictive_accuracy: 0.5903, prior_entropy: 2.9134, relative_absolute_error: 0.4883, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.2858, root_relative_squared_error: 0.9864, unweighted_recall: 0.5833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8339, f_measure: 0.8101, kappa: 0.7712, kb_relative_information_score: 0.7788, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.1679, weighted_recall: 0.8081, number_of_instances: 2126, precision: 0.8264, predictive_accuracy: 0.8081, prior_entropy: 2.9134, relative_absolute_error: 0.2302, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.6723, unweighted_recall: 0.7701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.1679, weighted_recall: 1, number_of_instances: 2126, precision: 1, predictive_accuracy: 1, prior_entropy: 2.9134, relative_absolute_error: 0, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7448, f_measure: 0.6788, kappa: 0.5327, kb_relative_information_score: 0.5475, mean_absolute_error: 0.0825, mean_prior_absolute_error: 0.1679, weighted_recall: 0.5875, number_of_instances: 2126, precision: 0.8275, predictive_accuracy: 0.5875, prior_entropy: 2.9134, relative_absolute_error: 0.4913, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.2848, root_relative_squared_error: 0.983, unweighted_recall: 0.5687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9714, kappa: 0.9664, kb_relative_information_score: 0.9649, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9718, number_of_instances: 2126, precision: 0.9716, predictive_accuracy: 0.9718, prior_entropy: 2.9134, relative_absolute_error: 0.045, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0652, root_relative_squared_error: 0.2251, unweighted_recall: 0.9317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9958, kappa: 0.995, kb_relative_information_score: 0.9937, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9958, number_of_instances: 2126, precision: 0.9958, predictive_accuracy: 0.9958, prior_entropy: 2.9134, relative_absolute_error: 0.006, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.027, root_relative_squared_error: 0.0933, unweighted_recall: 0.9882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6798, f_measure: 0.587, kappa: 0.4652, kb_relative_information_score: 0.4759, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.1679, weighted_recall: 0.5282, number_of_instances: 2126, precision: 0.716, predictive_accuracy: 0.5282, prior_entropy: 2.9134, relative_absolute_error: 0.5622, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.3065, root_relative_squared_error: 1.0578, unweighted_recall: 0.4904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9924, kappa: 0.991, kb_relative_information_score: 0.9906, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9925, number_of_instances: 2126, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 2.9134, relative_absolute_error: 0.0104, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0333, root_relative_squared_error: 0.115, unweighted_recall: 0.9762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9939, kappa: 0.9927, kb_relative_information_score: 0.9911, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9939, number_of_instances: 2126, precision: 0.9939, predictive_accuracy: 0.9939, prior_entropy: 2.9134, relative_absolute_error: 0.008, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0329, root_relative_squared_error: 0.1136, unweighted_recall: 0.9815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9216, f_measure: 0.9003, kappa: 0.8773, kb_relative_information_score: 0.8724, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.1679, weighted_recall: 0.8965, number_of_instances: 2126, precision: 0.9087, predictive_accuracy: 0.8965, prior_entropy: 2.9134, relative_absolute_error: 0.1296, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.1374, root_relative_squared_error: 0.4742, unweighted_recall: 0.8344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.956, kappa: 0.9479, kb_relative_information_score: 0.9443, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9563, number_of_instances: 2126, precision: 0.9564, predictive_accuracy: 0.9563, prior_entropy: 2.9134, relative_absolute_error: 0.0565, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0833, root_relative_squared_error: 0.2874, unweighted_recall: 0.9013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.936, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.1679, weighted_recall: 1, number_of_instances: 2126, precision: 1, predictive_accuracy: 1, prior_entropy: 2.9134, relative_absolute_error: 0.1441, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0419, root_relative_squared_error: 0.1445, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9505, kappa: 0.9406, kb_relative_information_score: 0.9343, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9501, number_of_instances: 2126, precision: 0.9516, predictive_accuracy: 0.9501, prior_entropy: 2.9134, relative_absolute_error: 0.0678, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.3276, unweighted_recall: 0.9035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9939, kappa: 0.9927, kb_relative_information_score: 0.9907, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9939, number_of_instances: 2126, precision: 0.994, predictive_accuracy: 0.9939, prior_entropy: 2.9134, relative_absolute_error: 0.0108, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0306, root_relative_squared_error: 0.1058, unweighted_recall: 0.9809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7788, f_measure: 0.7329, kappa: 0.6368, kb_relative_information_score: 0.6526, mean_absolute_error: 0.0628, mean_prior_absolute_error: 0.1679, weighted_recall: 0.6872, number_of_instances: 2126, precision: 0.8061, predictive_accuracy: 0.6872, prior_entropy: 2.9134, relative_absolute_error: 0.374, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.2468, root_relative_squared_error: 0.8518, unweighted_recall: 0.656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.1679, weighted_recall: 1, number_of_instances: 2126, precision: 1, predictive_accuracy: 1, prior_entropy: 2.9134, relative_absolute_error: 0, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.1679, weighted_recall: 1, number_of_instances: 2126, precision: 1, predictive_accuracy: 1, prior_entropy: 2.9134, relative_absolute_error: 0, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9953, kappa: 0.9944, kb_relative_information_score: 0.9927, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9953, number_of_instances: 2126, precision: 0.9954, predictive_accuracy: 0.9953, prior_entropy: 2.9134, relative_absolute_error: 0.0102, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0267, root_relative_squared_error: 0.0923, unweighted_recall: 0.9861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.1679, weighted_recall: 1, number_of_instances: 2126, precision: 1, predictive_accuracy: 1, prior_entropy: 2.9134, relative_absolute_error: 0, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9958, kappa: 0.995, kb_relative_information_score: 0.9935, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9958, number_of_instances: 2126, precision: 0.9959, predictive_accuracy: 0.9958, prior_entropy: 2.9134, relative_absolute_error: 0.0083, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.026, root_relative_squared_error: 0.0898, unweighted_recall: 0.9866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7798, f_measure: 0.7429, kappa: 0.6672, kb_relative_information_score: 0.6758, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.1679, weighted_recall: 0.7173, number_of_instances: 2126, precision: 0.7987, predictive_accuracy: 0.7173, prior_entropy: 2.9134, relative_absolute_error: 0.3382, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.2365, root_relative_squared_error: 0.8161, unweighted_recall: 0.6654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9651, kappa: 0.9585, kb_relative_information_score: 0.9568, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9652, number_of_instances: 2126, precision: 0.9654, predictive_accuracy: 0.9652, prior_entropy: 2.9134, relative_absolute_error: 0.0538, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0717, root_relative_squared_error: 0.2474, unweighted_recall: 0.9164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9925, kappa: 0.991, kb_relative_information_score: 0.9895, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9925, number_of_instances: 2126, precision: 0.9927, predictive_accuracy: 0.9925, prior_entropy: 2.9134, relative_absolute_error: 0.0105, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0345, root_relative_squared_error: 0.119, unweighted_recall: 0.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.8882, kappa: 0.8628, kb_relative_information_score: 0.8669, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.1679, weighted_recall: 0.8843, number_of_instances: 2126, precision: 0.9017, predictive_accuracy: 0.8843, prior_entropy: 2.9134, relative_absolute_error: 0.141, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.5125, unweighted_recall: 0.8427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9688, kappa: 0.963, kb_relative_information_score: 0.9621, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.1679, weighted_recall: 0.969, number_of_instances: 2126, precision: 0.9689, predictive_accuracy: 0.969, prior_entropy: 2.9134, relative_absolute_error: 0.0489, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0677, root_relative_squared_error: 0.2336, unweighted_recall: 0.9278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9328, f_measure: 0.9219, kappa: 0.8977, kb_relative_information_score: 0.9042, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9135, number_of_instances: 2126, precision: 0.9392, predictive_accuracy: 0.9135, prior_entropy: 2.9134, relative_absolute_error: 0.1119, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.1286, root_relative_squared_error: 0.4439, unweighted_recall: 0.8987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9659, kappa: 0.9596, kb_relative_information_score: 0.9594, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9661, number_of_instances: 2126, precision: 0.9661, predictive_accuracy: 0.9661, prior_entropy: 2.9134, relative_absolute_error: 0.0443, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.071, root_relative_squared_error: 0.2451, unweighted_recall: 0.9225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.1679, weighted_recall: 1, number_of_instances: 2126, precision: 1, predictive_accuracy: 1, prior_entropy: 2.9134, relative_absolute_error: 0, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9915, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.1679, weighted_recall: 1, number_of_instances: 2126, precision: 1, predictive_accuracy: 1, prior_entropy: 2.9134, relative_absolute_error: 0.0203, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0059, root_relative_squared_error: 0.0204, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9948, kappa: 0.9938, kb_relative_information_score: 0.9918, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9948, number_of_instances: 2126, precision: 0.9948, predictive_accuracy: 0.9948, prior_entropy: 2.9134, relative_absolute_error: 0.0082, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0303, root_relative_squared_error: 0.1047, unweighted_recall: 0.9851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.1679, weighted_recall: 1, number_of_instances: 2126, precision: 1, predictive_accuracy: 1, prior_entropy: 2.9134, relative_absolute_error: 0, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9873, kappa: 0.9849, kb_relative_information_score: 0.9845, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9873, number_of_instances: 2126, precision: 0.9874, predictive_accuracy: 0.9873, prior_entropy: 2.9134, relative_absolute_error: 0.0153, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0474, root_relative_squared_error: 0.1637, unweighted_recall: 0.9776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.1679, weighted_recall: 1, number_of_instances: 2126, precision: 1, predictive_accuracy: 1, prior_entropy: 2.9134, relative_absolute_error: 0, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1, mean_absolute_error: 0, mean_prior_absolute_error: 0.1679, weighted_recall: 1, number_of_instances: 2126, precision: 1, predictive_accuracy: 1, prior_entropy: 2.9134, relative_absolute_error: 0, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0, root_relative_squared_error: 0, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9647, kappa: 0.958, kb_relative_information_score: 0.958, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9647, number_of_instances: 2126, precision: 0.9649, predictive_accuracy: 0.9647, prior_entropy: 2.9134, relative_absolute_error: 0.0462, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0731, root_relative_squared_error: 0.2523, unweighted_recall: 0.9204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9507, kappa: 0.9417, kb_relative_information_score: 0.9377, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9511, number_of_instances: 2126, precision: 0.9517, predictive_accuracy: 0.9511, prior_entropy: 2.9134, relative_absolute_error: 0.0706, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0872, root_relative_squared_error: 0.301, unweighted_recall: 0.8881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9627, kappa: 0.9557, kb_relative_information_score: 0.9551, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9628, number_of_instances: 2126, precision: 0.9628, predictive_accuracy: 0.9628, prior_entropy: 2.9134, relative_absolute_error: 0.0492, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0748, root_relative_squared_error: 0.2581, unweighted_recall: 0.9125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9578, kappa: 0.9507, kb_relative_information_score: 0.9502, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9586, number_of_instances: 2126, precision: 0.9583, predictive_accuracy: 0.9586, prior_entropy: 2.9134, relative_absolute_error: 0.0645, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0772, root_relative_squared_error: 0.2666, unweighted_recall: 0.9024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9194, f_measure: 0.9138, kappa: 0.8952, kb_relative_information_score: 0.9041, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9116, number_of_instances: 2126, precision: 0.9187, predictive_accuracy: 0.9116, prior_entropy: 2.9134, relative_absolute_error: 0.1071, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.1329, root_relative_squared_error: 0.4587, unweighted_recall: 0.9103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6589, f_measure: 0.5044, kappa: 0.3655, kb_relative_information_score: 0.3872, mean_absolute_error: 0.1129, mean_prior_absolute_error: 0.1679, weighted_recall: 0.4356, number_of_instances: 2126, precision: 0.6953, predictive_accuracy: 0.4356, prior_entropy: 2.9134, relative_absolute_error: 0.6724, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.3348, root_relative_squared_error: 1.1554, unweighted_recall: 0.4391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9542, kappa: 0.9462, kb_relative_information_score: 0.9446, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9548, number_of_instances: 2126, precision: 0.9546, predictive_accuracy: 0.9548, prior_entropy: 2.9134, relative_absolute_error: 0.0638, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0826, root_relative_squared_error: 0.2852, unweighted_recall: 0.8955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8534, f_measure: 0.8315, kappa: 0.7803, kb_relative_information_score: 0.7824, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.1679, weighted_recall: 0.8123, number_of_instances: 2126, precision: 0.8687, predictive_accuracy: 0.8123, prior_entropy: 2.9134, relative_absolute_error: 0.2265, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.663, unweighted_recall: 0.7674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9911, kappa: 0.9894, kb_relative_information_score: 0.988, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9911, number_of_instances: 2126, precision: 0.9913, predictive_accuracy: 0.9911, prior_entropy: 2.9134, relative_absolute_error: 0.0125, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0377, root_relative_squared_error: 0.13, unweighted_recall: 0.9748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9924, kappa: 0.991, kb_relative_information_score: 0.9903, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9925, number_of_instances: 2126, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 2.9134, relative_absolute_error: 0.0115, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0321, root_relative_squared_error: 0.111, unweighted_recall: 0.9771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8175, f_measure: 0.7614, kappa: 0.7143, kb_relative_information_score: 0.7064, mean_absolute_error: 0.0479, mean_prior_absolute_error: 0.1679, weighted_recall: 0.7615, number_of_instances: 2126, precision: 0.7723, predictive_accuracy: 0.7615, prior_entropy: 2.9134, relative_absolute_error: 0.2852, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.7469, unweighted_recall: 0.6607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9597, kappa: 0.9523, kb_relative_information_score: 0.9433, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.1679, weighted_recall: 0.96, number_of_instances: 2126, precision: 0.9598, predictive_accuracy: 0.96, prior_entropy: 2.9134, relative_absolute_error: 0.0797, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0798, root_relative_squared_error: 0.2753, unweighted_recall: 0.9112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9934, kappa: 0.9922, kb_relative_information_score: 0.991, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9934, number_of_instances: 2126, precision: 0.9935, predictive_accuracy: 0.9934, prior_entropy: 2.9134, relative_absolute_error: 0.0092, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0325, root_relative_squared_error: 0.1122, unweighted_recall: 0.9802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9929, kappa: 0.9916, kb_relative_information_score: 0.9831, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9929, number_of_instances: 2126, precision: 0.993, predictive_accuracy: 0.9929, prior_entropy: 2.9134, relative_absolute_error: 0.0281, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0351, root_relative_squared_error: 0.121, unweighted_recall: 0.9788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5996, f_measure: 0.4577, kappa: 0.3096, kb_relative_information_score: 0.3141, mean_absolute_error: 0.1256, mean_prior_absolute_error: 0.1679, weighted_recall: 0.3721, number_of_instances: 2126, precision: 0.7303, predictive_accuracy: 0.3721, prior_entropy: 2.9134, relative_absolute_error: 0.748, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.3533, root_relative_squared_error: 1.2195, unweighted_recall: 0.3696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9503, kappa: 0.9428, kb_relative_information_score: 0.9344, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.1679, weighted_recall: 0.952, number_of_instances: 2126, precision: 0.9524, predictive_accuracy: 0.952, prior_entropy: 2.9134, relative_absolute_error: 0.0986, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.0837, root_relative_squared_error: 0.289, unweighted_recall: 0.8821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9668, kappa: 0.9607, kb_relative_information_score: 0.9607, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.1679, weighted_recall: 0.9671, number_of_instances: 2126, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 2.9134, relative_absolute_error: 0.0507, root_mean_prior_squared_error: 0.2897, root_mean_squared_error: 0.069, root_relative_squared_error: 0.2381, unweighted_recall: 0.9196,

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

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Use one of our APIs to download data from OpenML and upload your results

OpenML APIs