OpenML
Supervised Classification on tic-tac-toe

Supervised Classification on tic-tac-toe

Task 49 Supervised Classification tic-tac-toe 112570 runs submitted
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  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_29 study_30 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
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112570 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9811, kappa: 0.958, kb_relative_information_score: 0.5471, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.453, weighted_recall: 0.9812, number_of_instances: 958, precision: 0.9817, predictive_accuracy: 0.9812, prior_entropy: 0.931, relative_absolute_error: 0.5318, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.271, root_relative_squared_error: 0.5694, unweighted_recall: 0.9729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9032, kappa: 0.7818, kb_relative_information_score: 0.45, mean_absolute_error: 0.2813, mean_prior_absolute_error: 0.453, weighted_recall: 0.9071, number_of_instances: 958, precision: 0.9172, predictive_accuracy: 0.9071, prior_entropy: 0.931, relative_absolute_error: 0.6209, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3146, root_relative_squared_error: 0.6611, unweighted_recall: 0.8674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9822, kappa: 0.9604, kb_relative_information_score: 0.7196, mean_absolute_error: 0.1513, mean_prior_absolute_error: 0.453, weighted_recall: 0.9823, number_of_instances: 958, precision: 0.9826, predictive_accuracy: 0.9823, prior_entropy: 0.931, relative_absolute_error: 0.334, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2068, root_relative_squared_error: 0.4346, unweighted_recall: 0.9751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.6723, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.453, weighted_recall: 0.9906, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.931, relative_absolute_error: 0.3947, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.4614, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 0.8081, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.453, weighted_recall: 0.9875, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.931, relative_absolute_error: 0.2316, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1672, root_relative_squared_error: 0.3513, unweighted_recall: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 0.6679, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.453, weighted_recall: 0.9896, number_of_instances: 958, precision: 0.9897, predictive_accuracy: 0.9896, prior_entropy: 0.931, relative_absolute_error: 0.3979, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.4711, unweighted_recall: 0.9849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9313, kappa: 0.8457, kb_relative_information_score: 0.5051, mean_absolute_error: 0.258, mean_prior_absolute_error: 0.453, weighted_recall: 0.9332, number_of_instances: 958, precision: 0.9389, predictive_accuracy: 0.9332, prior_entropy: 0.931, relative_absolute_error: 0.5696, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2917, root_relative_squared_error: 0.613, unweighted_recall: 0.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.6805, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.3904, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.4432, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9368, kappa: 0.8581, kb_relative_information_score: 0.571, mean_absolute_error: 0.2176, mean_prior_absolute_error: 0.453, weighted_recall: 0.9384, number_of_instances: 958, precision: 0.9437, predictive_accuracy: 0.9384, prior_entropy: 0.931, relative_absolute_error: 0.4803, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2782, root_relative_squared_error: 0.5847, unweighted_recall: 0.9111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 0.5782, mean_absolute_error: 0.2267, mean_prior_absolute_error: 0.453, weighted_recall: 0.9885, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.931, relative_absolute_error: 0.5005, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.257, root_relative_squared_error: 0.54, unweighted_recall: 0.9834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 0.7954, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.453, weighted_recall: 0.9885, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.931, relative_absolute_error: 0.2485, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.167, root_relative_squared_error: 0.3509, unweighted_recall: 0.9834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7833, kb_relative_information_score: 0.0745, mean_absolute_error: 0.4255, mean_prior_absolute_error: 0.453, weighted_recall: 0.6534, number_of_instances: 958, predictive_accuracy: 0.6534, prior_entropy: 0.931, relative_absolute_error: 0.9394, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4509, root_relative_squared_error: 0.9474, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.8595, kappa: 0.6822, kb_relative_information_score: 0.3437, mean_absolute_error: 0.3286, mean_prior_absolute_error: 0.453, weighted_recall: 0.8685, number_of_instances: 958, precision: 0.8884, predictive_accuracy: 0.8685, prior_entropy: 0.931, relative_absolute_error: 0.7253, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3542, root_relative_squared_error: 0.7443, unweighted_recall: 0.8117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.954, kappa: 0.8982, kb_relative_information_score: 0.6467, mean_absolute_error: 0.1817, mean_prior_absolute_error: 0.453, weighted_recall: 0.9541, number_of_instances: 958, precision: 0.954, predictive_accuracy: 0.9541, prior_entropy: 0.931, relative_absolute_error: 0.4012, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.245, root_relative_squared_error: 0.5148, unweighted_recall: 0.9472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5745, f_measure: 0.5189, kappa: 0.0039, kb_relative_information_score: 0.0047, mean_absolute_error: 0.4484, mean_prior_absolute_error: 0.453, weighted_recall: 0.6545, number_of_instances: 958, precision: 0.774, predictive_accuracy: 0.6545, prior_entropy: 0.931, relative_absolute_error: 0.9898, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4728, root_relative_squared_error: 0.9935, unweighted_recall: 0.5015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4783, kb_relative_information_score: -0.002, mean_absolute_error: 0.4527, mean_prior_absolute_error: 0.453, weighted_recall: 0.6534, number_of_instances: 958, predictive_accuracy: 0.6534, prior_entropy: 0.931, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4762, root_relative_squared_error: 1.0007, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.983, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0227, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0313, root_relative_squared_error: 0.0659, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9994, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0008, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0013, root_relative_squared_error: 0.0028, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9997, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0009, root_relative_squared_error: 0.0019, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9995, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0007, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0026, root_relative_squared_error: 0.0055, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9992, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0035, root_relative_squared_error: 0.0073, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9947, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0073, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0154, root_relative_squared_error: 0.0323, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9962, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0053, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0112, root_relative_squared_error: 0.0236, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.983, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0227, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0313, root_relative_squared_error: 0.0659, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9992, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0035, root_relative_squared_error: 0.0073, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9993, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0009, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.002, root_relative_squared_error: 0.0043, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9987, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0018, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0084, root_relative_squared_error: 0.0177, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.983, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0227, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0313, root_relative_squared_error: 0.0659, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.983, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0227, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0313, root_relative_squared_error: 0.0659, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.983, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0227, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0313, root_relative_squared_error: 0.0659, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8675, f_measure: 0.8836, kappa: 0.7418, kb_relative_information_score: 0.7334, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.453, weighted_recall: 0.8841, number_of_instances: 958, precision: 0.8834, predictive_accuracy: 0.8841, prior_entropy: 0.931, relative_absolute_error: 0.2558, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3404, root_relative_squared_error: 0.7153, unweighted_recall: 0.8675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.983, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0227, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0313, root_relative_squared_error: 0.0659, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.983, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0227, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0313, root_relative_squared_error: 0.0659, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9997, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0013, root_relative_squared_error: 0.0026, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9987, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0018, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0035, root_relative_squared_error: 0.0073, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9995, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0007, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0026, root_relative_squared_error: 0.0055, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9708, kappa: 0.9355, kb_relative_information_score: 0.8624, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.453, weighted_recall: 0.9708, number_of_instances: 958, precision: 0.9708, predictive_accuracy: 0.9708, prior_entropy: 0.931, relative_absolute_error: 0.1533, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1683, root_relative_squared_error: 0.3537, unweighted_recall: 0.9677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.983, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0227, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0313, root_relative_squared_error: 0.0659, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.983, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0227, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0313, root_relative_squared_error: 0.0659, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9992, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0035, root_relative_squared_error: 0.0073, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9994, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0009, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0025, root_relative_squared_error: 0.0053, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9995, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0007, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0014, root_relative_squared_error: 0.0028, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.983, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0227, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0313, root_relative_squared_error: 0.0659, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9399, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0674, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1233, root_relative_squared_error: 0.259, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8486, f_measure: 0.7531, kappa: 0.4486, kb_relative_information_score: 0.3594, mean_absolute_error: 0.2912, mean_prior_absolute_error: 0.453, weighted_recall: 0.7568, number_of_instances: 958, precision: 0.7518, predictive_accuracy: 0.7568, prior_entropy: 0.931, relative_absolute_error: 0.6427, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3888, root_relative_squared_error: 0.8171, unweighted_recall: 0.7184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9311, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0782, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1301, root_relative_squared_error: 0.2734, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9359, mean_absolute_error: 0.033, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0729, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1272, root_relative_squared_error: 0.2673, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 0.983, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.453, weighted_recall: 0.999, number_of_instances: 958, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.931, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0446, root_relative_squared_error: 0.0938, unweighted_recall: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9333, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0767, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.2686, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9703, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9333, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0766, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.2686, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9689, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9337, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.2685, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.9626, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9917, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.0413, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0809, root_relative_squared_error: 0.1701, unweighted_recall: 0.9894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9335, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0764, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.2685, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8451, f_measure: 0.7533, kappa: 0.4599, kb_relative_information_score: 0.3284, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.453, weighted_recall: 0.7516, number_of_instances: 958, precision: 0.7559, predictive_accuracy: 0.7516, prior_entropy: 0.931, relative_absolute_error: 0.6744, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3948, root_relative_squared_error: 0.8295, unweighted_recall: 0.7335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 0.9835, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.453, weighted_recall: 0.999, number_of_instances: 958, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.931, relative_absolute_error: 0.0204, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0447, root_relative_squared_error: 0.094, unweighted_recall: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9833, kappa: 0.9632, kb_relative_information_score: 0.9539, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9833, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0482, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.2156, unweighted_recall: 0.9823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7935, f_measure: 0.7378, kappa: 0.4137, kb_relative_information_score: 0.2001, mean_absolute_error: 0.3649, mean_prior_absolute_error: 0.453, weighted_recall: 0.7422, number_of_instances: 958, precision: 0.7363, predictive_accuracy: 0.7422, prior_entropy: 0.931, relative_absolute_error: 0.8056, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4154, root_relative_squared_error: 0.873, unweighted_recall: 0.7009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9687, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9332, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0767, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.2686, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8479, f_measure: 0.7613, kappa: 0.4766, kb_relative_information_score: 0.3353, mean_absolute_error: 0.3026, mean_prior_absolute_error: 0.453, weighted_recall: 0.7599, number_of_instances: 958, precision: 0.7633, predictive_accuracy: 0.7599, prior_entropy: 0.931, relative_absolute_error: 0.668, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3931, root_relative_squared_error: 0.8261, unweighted_recall: 0.7413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8497, f_measure: 0.7588, kappa: 0.4698, kb_relative_information_score: 0.3401, mean_absolute_error: 0.3007, mean_prior_absolute_error: 0.453, weighted_recall: 0.7578, number_of_instances: 958, precision: 0.76, predictive_accuracy: 0.7578, prior_entropy: 0.931, relative_absolute_error: 0.6637, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.392, root_relative_squared_error: 0.8238, unweighted_recall: 0.7369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8412, f_measure: 0.7501, kappa: 0.4527, kb_relative_information_score: 0.3225, mean_absolute_error: 0.3079, mean_prior_absolute_error: 0.453, weighted_recall: 0.7484, number_of_instances: 958, precision: 0.7526, predictive_accuracy: 0.7484, prior_entropy: 0.931, relative_absolute_error: 0.6797, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.8336, unweighted_recall: 0.7297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9333, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0767, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.2686, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9854, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0189, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0373, root_relative_squared_error: 0.0784, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9891, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0145, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0274, root_relative_squared_error: 0.0576, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8448, f_measure: 0.7514, kappa: 0.4561, kb_relative_information_score: 0.328, mean_absolute_error: 0.3056, mean_prior_absolute_error: 0.453, weighted_recall: 0.7495, number_of_instances: 958, precision: 0.7543, predictive_accuracy: 0.7495, prior_entropy: 0.931, relative_absolute_error: 0.6747, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3949, root_relative_squared_error: 0.8297, unweighted_recall: 0.7319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8409, f_measure: 0.7553, kappa: 0.4637, kb_relative_information_score: 0.3218, mean_absolute_error: 0.3082, mean_prior_absolute_error: 0.453, weighted_recall: 0.7537, number_of_instances: 958, precision: 0.7575, predictive_accuracy: 0.7537, prior_entropy: 0.931, relative_absolute_error: 0.6804, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.8344, unweighted_recall: 0.7351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8421, f_measure: 0.7481, kappa: 0.4481, kb_relative_information_score: 0.3224, mean_absolute_error: 0.308, mean_prior_absolute_error: 0.453, weighted_recall: 0.7463, number_of_instances: 958, precision: 0.7505, predictive_accuracy: 0.7463, prior_entropy: 0.931, relative_absolute_error: 0.6799, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.8331, unweighted_recall: 0.7274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.942, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0641, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.121, root_relative_squared_error: 0.2543, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 0.9833, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.453, weighted_recall: 0.999, number_of_instances: 958, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.931, relative_absolute_error: 0.0207, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0445, root_relative_squared_error: 0.0934, unweighted_recall: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7866, f_measure: 0.7048, kappa: 0.3464, kb_relative_information_score: 0.2272, mean_absolute_error: 0.3478, mean_prior_absolute_error: 0.453, weighted_recall: 0.7056, number_of_instances: 958, precision: 0.704, predictive_accuracy: 0.7056, prior_entropy: 0.931, relative_absolute_error: 0.7677, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4213, root_relative_squared_error: 0.8854, unweighted_recall: 0.6722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8475, f_measure: 0.7613, kappa: 0.4766, kb_relative_information_score: 0.3341, mean_absolute_error: 0.3031, mean_prior_absolute_error: 0.453, weighted_recall: 0.7599, number_of_instances: 958, precision: 0.7633, predictive_accuracy: 0.7599, prior_entropy: 0.931, relative_absolute_error: 0.6691, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3934, root_relative_squared_error: 0.8266, unweighted_recall: 0.7413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9397, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1285, root_relative_squared_error: 0.2701, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9741, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9333, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0766, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.2685, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9958, kappa: 0.9908, kb_relative_information_score: 0.9782, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.453, weighted_recall: 0.9958, number_of_instances: 958, precision: 0.9959, predictive_accuracy: 0.9958, prior_entropy: 0.931, relative_absolute_error: 0.0254, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0584, root_relative_squared_error: 0.1226, unweighted_recall: 0.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.925, f_measure: 0.8329, kappa: 0.6307, kb_relative_information_score: 0.5329, mean_absolute_error: 0.2153, mean_prior_absolute_error: 0.453, weighted_recall: 0.833, number_of_instances: 958, precision: 0.8328, predictive_accuracy: 0.833, prior_entropy: 0.931, relative_absolute_error: 0.4752, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3318, root_relative_squared_error: 0.6973, unweighted_recall: 0.8149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9931, kb_relative_information_score: 0.975, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.453, weighted_recall: 0.9969, number_of_instances: 958, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 0.931, relative_absolute_error: 0.0293, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0585, root_relative_squared_error: 0.123, unweighted_recall: 0.9955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8747, f_measure: 0.7626, kappa: 0.475, kb_relative_information_score: 0.3809, mean_absolute_error: 0.2835, mean_prior_absolute_error: 0.453, weighted_recall: 0.763, number_of_instances: 958, precision: 0.7622, predictive_accuracy: 0.763, prior_entropy: 0.931, relative_absolute_error: 0.6259, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3743, root_relative_squared_error: 0.7867, unweighted_recall: 0.7366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8468, f_measure: 0.761, kappa: 0.4751, kb_relative_information_score: 0.3344, mean_absolute_error: 0.3031, mean_prior_absolute_error: 0.453, weighted_recall: 0.7599, number_of_instances: 958, precision: 0.7625, predictive_accuracy: 0.7599, prior_entropy: 0.931, relative_absolute_error: 0.669, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3938, root_relative_squared_error: 0.8275, unweighted_recall: 0.7399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8333, f_measure: 0.7393, kappa: 0.4276, kb_relative_information_score: 0.3065, mean_absolute_error: 0.3152, mean_prior_absolute_error: 0.453, weighted_recall: 0.738, number_of_instances: 958, precision: 0.741, predictive_accuracy: 0.738, prior_entropy: 0.931, relative_absolute_error: 0.6957, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4008, root_relative_squared_error: 0.8422, unweighted_recall: 0.7161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9333, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0767, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.2686, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9144, kappa: 0.8071, kb_relative_information_score: 0.4841, mean_absolute_error: 0.2674, mean_prior_absolute_error: 0.453, weighted_recall: 0.9175, number_of_instances: 958, precision: 0.9268, predictive_accuracy: 0.9175, prior_entropy: 0.931, relative_absolute_error: 0.5903, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.301, root_relative_squared_error: 0.6326, unweighted_recall: 0.881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9927, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.01, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0166, root_relative_squared_error: 0.035, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 0.9897, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.453, weighted_recall: 0.999, number_of_instances: 958, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.931, relative_absolute_error: 0.0132, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0318, root_relative_squared_error: 0.0668, unweighted_recall: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6525, f_measure: 0.55, kappa: -0.0094, kb_relative_information_score: 0.056, mean_absolute_error: 0.4198, mean_prior_absolute_error: 0.453, weighted_recall: 0.6075, number_of_instances: 958, precision: 0.5411, predictive_accuracy: 0.6075, prior_entropy: 0.931, relative_absolute_error: 0.9268, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4655, root_relative_squared_error: 0.9782, unweighted_recall: 0.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9834, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0212, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0415, root_relative_squared_error: 0.0871, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9833, kappa: 0.9632, kb_relative_information_score: 0.9543, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9833, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0478, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.214, unweighted_recall: 0.9823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 0.9846, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.453, weighted_recall: 0.999, number_of_instances: 958, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.931, relative_absolute_error: 0.0185, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0465, root_relative_squared_error: 0.0977, unweighted_recall: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.8156, kappa: 0.5935, kb_relative_information_score: 0.5266, mean_absolute_error: 0.2184, mean_prior_absolute_error: 0.453, weighted_recall: 0.8152, number_of_instances: 958, precision: 0.8159, predictive_accuracy: 0.8152, prior_entropy: 0.931, relative_absolute_error: 0.4822, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3163, root_relative_squared_error: 0.6646, unweighted_recall: 0.7978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7805, f_measure: 0.675, kappa: 0.3315, kb_relative_information_score: 0.2186, mean_absolute_error: 0.3412, mean_prior_absolute_error: 0.453, weighted_recall: 0.667, number_of_instances: 958, precision: 0.7116, predictive_accuracy: 0.667, prior_entropy: 0.931, relative_absolute_error: 0.7532, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4892, root_relative_squared_error: 1.0279, unweighted_recall: 0.6823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9333, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0767, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.2686, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9334, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0765, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.2685, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 0.9809, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.453, weighted_recall: 0.999, number_of_instances: 958, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.931, relative_absolute_error: 0.0237, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0472, root_relative_squared_error: 0.0992, unweighted_recall: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9847, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0197, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0388, root_relative_squared_error: 0.0814, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9759, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9336, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0763, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1277, root_relative_squared_error: 0.2683, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9367, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1256, root_relative_squared_error: 0.2638, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8658, f_measure: 0.7613, kappa: 0.4715, kb_relative_information_score: 0.3644, mean_absolute_error: 0.2908, mean_prior_absolute_error: 0.453, weighted_recall: 0.762, number_of_instances: 958, precision: 0.7607, predictive_accuracy: 0.762, prior_entropy: 0.931, relative_absolute_error: 0.6418, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.38, root_relative_squared_error: 0.7986, unweighted_recall: 0.7344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9337, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.453, weighted_recall: 0.9833, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.931, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1276, root_relative_squared_error: 0.2682, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.2758, kb_relative_information_score: 0.0005, mean_absolute_error: 0.4528, mean_prior_absolute_error: 0.453, weighted_recall: 0.6534, number_of_instances: 958, predictive_accuracy: 0.6534, prior_entropy: 0.931, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9931, kb_relative_information_score: 0.982, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.453, weighted_recall: 0.9969, number_of_instances: 958, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 0.931, relative_absolute_error: 0.0216, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0504, root_relative_squared_error: 0.1059, unweighted_recall: 0.9955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8429, f_measure: 0.7482, kappa: 0.4489, kb_relative_information_score: 0.324, mean_absolute_error: 0.3073, mean_prior_absolute_error: 0.453, weighted_recall: 0.7463, number_of_instances: 958, precision: 0.751, predictive_accuracy: 0.7463, prior_entropy: 0.931, relative_absolute_error: 0.6784, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3959, root_relative_squared_error: 0.832, unweighted_recall: 0.7281,

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