OpenML
Supervised Classification on tic-tac-toe

Supervised Classification on tic-tac-toe

Task 49 Supervised Classification tic-tac-toe 111839 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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111839 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9906, kappa: 0.9792, kb_relative_information_score: 0.9715, mean_absolute_error: 0.0142, 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: 0.0314, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0734, root_relative_squared_error: 0.1543, unweighted_recall: 0.9872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9927, kappa: 0.9838, kb_relative_information_score: 0.9737, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.453, weighted_recall: 0.9927, number_of_instances: 958, precision: 0.9928, predictive_accuracy: 0.9927, prior_entropy: 0.931, relative_absolute_error: 0.0294, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0694, root_relative_squared_error: 0.1458, unweighted_recall: 0.9895,
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: 0.0575, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 0.9602, mean_absolute_error: 0.0197, 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: 0.0435, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0899, root_relative_squared_error: 0.1889, unweighted_recall: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9368, mean_absolute_error: 0.0325, 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: 0.0718, 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: 0.849, f_measure: 0.7612, kappa: 0.4758, kb_relative_information_score: 0.3385, mean_absolute_error: 0.3013, mean_prior_absolute_error: 0.453, weighted_recall: 0.7599, number_of_instances: 958, precision: 0.7629, predictive_accuracy: 0.7599, prior_entropy: 0.931, relative_absolute_error: 0.6651, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3925, root_relative_squared_error: 0.8248, unweighted_recall: 0.7406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9685, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9334, 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: 0.2686, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9906, kappa: 0.9792, kb_relative_information_score: 0.9664, mean_absolute_error: 0.0164, 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: 0.0363, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0819, root_relative_squared_error: 0.1721, unweighted_recall: 0.9872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9954, kb_relative_information_score: 0.9819, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.453, weighted_recall: 0.9979, number_of_instances: 958, precision: 0.9979, predictive_accuracy: 0.9979, prior_entropy: 0.931, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0461, root_relative_squared_error: 0.0969, unweighted_recall: 0.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9434, mean_absolute_error: 0.0282, 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: 0.0622, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.124, root_relative_squared_error: 0.2606, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8461, f_measure: 0.7562, kappa: 0.4656, kb_relative_information_score: 0.3308, mean_absolute_error: 0.3045, mean_prior_absolute_error: 0.453, weighted_recall: 0.7547, number_of_instances: 958, precision: 0.7583, predictive_accuracy: 0.7547, prior_entropy: 0.931, relative_absolute_error: 0.6721, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3941, root_relative_squared_error: 0.8282, unweighted_recall: 0.7359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8385, f_measure: 0.75, kappa: 0.4519, kb_relative_information_score: 0.32, mean_absolute_error: 0.3088, mean_prior_absolute_error: 0.453, weighted_recall: 0.7484, number_of_instances: 958, precision: 0.7522, predictive_accuracy: 0.7484, prior_entropy: 0.931, relative_absolute_error: 0.6817, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3983, root_relative_squared_error: 0.8369, unweighted_recall: 0.729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.944, mean_absolute_error: 0.028, 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: 0.0618, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.119, root_relative_squared_error: 0.25, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8893, f_measure: 0.7904, kappa: 0.5338, kb_relative_information_score: 0.4402, mean_absolute_error: 0.258, mean_prior_absolute_error: 0.453, weighted_recall: 0.7923, number_of_instances: 958, precision: 0.7895, predictive_accuracy: 0.7923, prior_entropy: 0.931, relative_absolute_error: 0.5696, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3622, root_relative_squared_error: 0.7611, unweighted_recall: 0.7625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9807, mean_absolute_error: 0.0108, 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: 0.0239, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0471, root_relative_squared_error: 0.0991, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9377, mean_absolute_error: 0.0319, 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: 0.0705, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1251, root_relative_squared_error: 0.2629, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9802, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9354, mean_absolute_error: 0.0334, 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: 0.0736, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1275, root_relative_squared_error: 0.268, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, 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: 0.9999, f_measure: 0.9937, kappa: 0.9861, kb_relative_information_score: 0.9753, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.453, weighted_recall: 0.9937, number_of_instances: 958, precision: 0.9938, predictive_accuracy: 0.9937, prior_entropy: 0.931, relative_absolute_error: 0.0278, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0661, root_relative_squared_error: 0.1389, unweighted_recall: 0.991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, 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: 0.9994, f_measure: 0.9854, kappa: 0.9678, kb_relative_information_score: 0.9558, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.453, weighted_recall: 0.9854, number_of_instances: 958, precision: 0.9855, predictive_accuracy: 0.9854, prior_entropy: 0.931, relative_absolute_error: 0.0466, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1013, root_relative_squared_error: 0.2128, unweighted_recall: 0.9853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9885, kappa: 0.9746, kb_relative_information_score: 0.9615, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.453, weighted_recall: 0.9885, number_of_instances: 958, precision: 0.9885, predictive_accuracy: 0.9885, prior_entropy: 0.931, relative_absolute_error: 0.0408, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.1882, unweighted_recall: 0.9863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.789, kappa: 0.5338, kb_relative_information_score: 0.4268, mean_absolute_error: 0.2634, mean_prior_absolute_error: 0.453, weighted_recall: 0.7891, number_of_instances: 958, precision: 0.7889, predictive_accuracy: 0.7891, prior_entropy: 0.931, relative_absolute_error: 0.5815, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3564, root_relative_squared_error: 0.749, unweighted_recall: 0.7665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8549, f_measure: 0.767, kappa: 0.4874, kb_relative_information_score: 0.3523, mean_absolute_error: 0.2956, mean_prior_absolute_error: 0.453, weighted_recall: 0.7662, number_of_instances: 958, precision: 0.7679, predictive_accuracy: 0.7662, prior_entropy: 0.931, relative_absolute_error: 0.6525, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3889, root_relative_squared_error: 0.8171, unweighted_recall: 0.7454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, 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: 1, kappa: 1, kb_relative_information_score: 0.9936, mean_absolute_error: 0.004, 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: 0.0089, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0146, root_relative_squared_error: 0.0306, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.9664, kappa: 0.9256, kb_relative_information_score: 0.7779, mean_absolute_error: 0.1127, mean_prior_absolute_error: 0.453, weighted_recall: 0.9666, number_of_instances: 958, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.931, relative_absolute_error: 0.2487, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.4304, unweighted_recall: 0.9589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, 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: 0.9806, 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: 0.1276, root_relative_squared_error: 0.2681, 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: 0.9335, 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: 0.1277, root_relative_squared_error: 0.2684, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9338, mean_absolute_error: 0.0344, 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: 0.0759, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1275, root_relative_squared_error: 0.268, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.84, f_measure: 0.7455, kappa: 0.4413, kb_relative_information_score: 0.3213, mean_absolute_error: 0.3083, mean_prior_absolute_error: 0.453, weighted_recall: 0.7443, number_of_instances: 958, precision: 0.7472, predictive_accuracy: 0.7443, prior_entropy: 0.931, relative_absolute_error: 0.6806, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.835, unweighted_recall: 0.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, 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: 0.0763, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1275, root_relative_squared_error: 0.268, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8351, f_measure: 0.7401, kappa: 0.4316, kb_relative_information_score: 0.3093, mean_absolute_error: 0.3135, mean_prior_absolute_error: 0.453, weighted_recall: 0.738, number_of_instances: 958, precision: 0.7432, predictive_accuracy: 0.738, prior_entropy: 0.931, relative_absolute_error: 0.6919, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4003, root_relative_squared_error: 0.8412, unweighted_recall: 0.7196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9509, mean_absolute_error: 0.0236, 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: 0.0521, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.128, root_relative_squared_error: 0.269, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9931, kb_relative_information_score: 0.9823, mean_absolute_error: 0.0096, 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: 0.0213, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0494, root_relative_squared_error: 0.1038, unweighted_recall: 0.9955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9827, mean_absolute_error: 0.0099, 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: 0.0219, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0429, root_relative_squared_error: 0.0901, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8432, f_measure: 0.7493, kappa: 0.4516, kb_relative_information_score: 0.3245, mean_absolute_error: 0.3071, mean_prior_absolute_error: 0.453, weighted_recall: 0.7474, number_of_instances: 958, precision: 0.7522, predictive_accuracy: 0.7474, prior_entropy: 0.931, relative_absolute_error: 0.678, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3958, root_relative_squared_error: 0.8317, unweighted_recall: 0.7296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.7668, kappa: 0.4842, kb_relative_information_score: 0.3709, mean_absolute_error: 0.288, mean_prior_absolute_error: 0.453, weighted_recall: 0.7672, number_of_instances: 958, precision: 0.7664, predictive_accuracy: 0.7672, prior_entropy: 0.931, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3778, root_relative_squared_error: 0.794, unweighted_recall: 0.7413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9927, kappa: 0.9838, kb_relative_information_score: 0.974, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.453, weighted_recall: 0.9927, number_of_instances: 958, precision: 0.9928, predictive_accuracy: 0.9927, prior_entropy: 0.931, relative_absolute_error: 0.0291, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0687, root_relative_squared_error: 0.1444, unweighted_recall: 0.9895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8258, f_measure: 0.7498, kappa: 0.4398, kb_relative_information_score: 0.3333, mean_absolute_error: 0.3009, mean_prior_absolute_error: 0.453, weighted_recall: 0.7547, number_of_instances: 958, precision: 0.7488, predictive_accuracy: 0.7547, prior_entropy: 0.931, relative_absolute_error: 0.6641, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4009, root_relative_squared_error: 0.8425, unweighted_recall: 0.7126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9345, mean_absolute_error: 0.034, 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: 0.075, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1275, root_relative_squared_error: 0.2679, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9405, mean_absolute_error: 0.0301, 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: 0.0665, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1261, root_relative_squared_error: 0.265, 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: 0.9333, 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: 0.9729, 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: 0.7861, f_measure: 0.7105, kappa: 0.3723, kb_relative_information_score: 0.2827, mean_absolute_error: 0.3162, mean_prior_absolute_error: 0.453, weighted_recall: 0.7067, number_of_instances: 958, precision: 0.7174, predictive_accuracy: 0.7067, prior_entropy: 0.931, relative_absolute_error: 0.6979, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4529, root_relative_squared_error: 0.9517, unweighted_recall: 0.6921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, 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: 0.1275, root_relative_squared_error: 0.2679, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9467, mean_absolute_error: 0.0264, 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: 0.0583, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1131, root_relative_squared_error: 0.2376, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8573, f_measure: 0.7708, kappa: 0.4951, kb_relative_information_score: 0.3574, mean_absolute_error: 0.2934, mean_prior_absolute_error: 0.453, weighted_recall: 0.7704, number_of_instances: 958, precision: 0.7714, predictive_accuracy: 0.7704, prior_entropy: 0.931, relative_absolute_error: 0.6478, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3874, root_relative_squared_error: 0.8141, unweighted_recall: 0.7486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9429, mean_absolute_error: 0.0286, 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: 0.0631, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1244, root_relative_squared_error: 0.2613, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9875, kappa: 0.9723, kb_relative_information_score: 0.959, mean_absolute_error: 0.0195, mean_prior_absolute_error: 0.453, weighted_recall: 0.9875, number_of_instances: 958, precision: 0.9875, predictive_accuracy: 0.9875, prior_entropy: 0.931, relative_absolute_error: 0.0432, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0934, root_relative_squared_error: 0.1962, unweighted_recall: 0.9855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9817, 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: 0.0228, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0447, root_relative_squared_error: 0.0939, 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: 0.9875, mean_absolute_error: 0.0071, 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: 0.0158, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0363, root_relative_squared_error: 0.0763, unweighted_recall: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9818, 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: 0.0228, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0447, root_relative_squared_error: 0.0938, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.979, kappa: 0.9535, kb_relative_information_score: 0.8115, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.453, weighted_recall: 0.9791, number_of_instances: 958, precision: 0.9793, predictive_accuracy: 0.9791, prior_entropy: 0.931, relative_absolute_error: 0.2107, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1855, root_relative_squared_error: 0.3899, unweighted_recall: 0.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9813, kappa: 0.9588, kb_relative_information_score: 0.9331, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.453, weighted_recall: 0.9812, number_of_instances: 958, precision: 0.9816, predictive_accuracy: 0.9812, prior_entropy: 0.931, relative_absolute_error: 0.071, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1256, root_relative_squared_error: 0.264, unweighted_recall: 0.9828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9488, kappa: 0.8867, kb_relative_information_score: 0.781, mean_absolute_error: 0.1081, mean_prior_absolute_error: 0.453, weighted_recall: 0.9489, number_of_instances: 958, precision: 0.9487, predictive_accuracy: 0.9489, prior_entropy: 0.931, relative_absolute_error: 0.2386, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.4481, unweighted_recall: 0.9418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9345, mean_absolute_error: 0.0339, 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: 0.0749, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1273, root_relative_squared_error: 0.2674, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9849, mean_absolute_error: 0.0088, 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: 0.0195, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0384, root_relative_squared_error: 0.0806, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9147, mean_absolute_error: 0.0449, 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: 0.0991, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.135, root_relative_squared_error: 0.2836, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.978, mean_absolute_error: 0.0104, 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: 0.0231, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0707, root_relative_squared_error: 0.1486, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.7514, kappa: 0.4561, kb_relative_information_score: 0.3256, mean_absolute_error: 0.3067, 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: 0.6769, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3955, root_relative_squared_error: 0.8311, unweighted_recall: 0.7319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9885, kappa: 0.9746, kb_relative_information_score: 0.9612, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.453, weighted_recall: 0.9885, number_of_instances: 958, precision: 0.9885, predictive_accuracy: 0.9885, prior_entropy: 0.931, relative_absolute_error: 0.0412, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.1893, unweighted_recall: 0.9863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, 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: 0.7288, f_measure: 0.6871, kappa: 0.3008, kb_relative_information_score: 0.1674, mean_absolute_error: 0.3743, mean_prior_absolute_error: 0.453, weighted_recall: 0.6921, number_of_instances: 958, precision: 0.6845, predictive_accuracy: 0.6921, prior_entropy: 0.931, relative_absolute_error: 0.8263, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4381, root_relative_squared_error: 0.9207, unweighted_recall: 0.6463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8412, f_measure: 0.749, kappa: 0.45, kb_relative_information_score: 0.3219, mean_absolute_error: 0.3082, mean_prior_absolute_error: 0.453, weighted_recall: 0.7474, number_of_instances: 958, precision: 0.7513, predictive_accuracy: 0.7474, prior_entropy: 0.931, relative_absolute_error: 0.6804, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3968, root_relative_squared_error: 0.8338, unweighted_recall: 0.7282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9927, kappa: 0.9838, kb_relative_information_score: 0.9722, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.453, weighted_recall: 0.9927, number_of_instances: 958, precision: 0.9928, predictive_accuracy: 0.9927, prior_entropy: 0.931, relative_absolute_error: 0.0312, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0712, root_relative_squared_error: 0.1496, unweighted_recall: 0.9895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, 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: 0.1277, root_relative_squared_error: 0.2684, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9357, mean_absolute_error: 0.0332, 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: 0.0733, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1268, root_relative_squared_error: 0.2664, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8536, f_measure: 0.767, kappa: 0.4874, kb_relative_information_score: 0.3493, mean_absolute_error: 0.2968, mean_prior_absolute_error: 0.453, weighted_recall: 0.7662, number_of_instances: 958, precision: 0.7679, predictive_accuracy: 0.7662, prior_entropy: 0.931, relative_absolute_error: 0.6552, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3897, root_relative_squared_error: 0.8189, unweighted_recall: 0.7454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9402, 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: 0.067, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1231, root_relative_squared_error: 0.2587, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8532, f_measure: 0.7647, kappa: 0.4821, kb_relative_information_score: 0.3486, mean_absolute_error: 0.2971, mean_prior_absolute_error: 0.453, weighted_recall: 0.7641, number_of_instances: 958, precision: 0.7655, predictive_accuracy: 0.7641, prior_entropy: 0.931, relative_absolute_error: 0.6559, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.8194, unweighted_recall: 0.7424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9354, mean_absolute_error: 0.0334, 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: 0.0737, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1265, root_relative_squared_error: 0.2657, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9812, mean_absolute_error: 0.0106, 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: 0.0235, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.046, root_relative_squared_error: 0.0966, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, 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: 0.9979, kappa: 0.9954, kb_relative_information_score: 0.978, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.453, weighted_recall: 0.9979, number_of_instances: 958, precision: 0.9979, predictive_accuracy: 0.9979, prior_entropy: 0.931, relative_absolute_error: 0.0267, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.1109, unweighted_recall: 0.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9807, mean_absolute_error: 0.0108, 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: 0.0239, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0474, root_relative_squared_error: 0.0996, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8442, f_measure: 0.7503, kappa: 0.4534, kb_relative_information_score: 0.3263, mean_absolute_error: 0.3063, mean_prior_absolute_error: 0.453, weighted_recall: 0.7484, number_of_instances: 958, precision: 0.753, predictive_accuracy: 0.7484, prior_entropy: 0.931, relative_absolute_error: 0.6762, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3953, root_relative_squared_error: 0.8307, unweighted_recall: 0.7304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9936, mean_absolute_error: 0.004, 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: 0.0089, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0147, root_relative_squared_error: 0.0308, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9663, kappa: 0.9249, kb_relative_information_score: 0.7526, mean_absolute_error: 0.1326, mean_prior_absolute_error: 0.453, weighted_recall: 0.9666, number_of_instances: 958, precision: 0.9675, predictive_accuracy: 0.9666, prior_entropy: 0.931, relative_absolute_error: 0.2927, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.4079, unweighted_recall: 0.9539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, kb_relative_information_score: 0.0456, mean_absolute_error: 0.4382, 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: 0.9673, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4616, root_relative_squared_error: 0.97, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9349, mean_absolute_error: 0.0337, 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: 0.0743, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1266, root_relative_squared_error: 0.2661, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9802, kappa: 0.9564, kb_relative_information_score: 0.9239, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.453, weighted_recall: 0.9802, number_of_instances: 958, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.931, relative_absolute_error: 0.0798, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.2819, unweighted_recall: 0.9806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9791, kappa: 0.9538, kb_relative_information_score: 0.8996, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.453, weighted_recall: 0.9791, number_of_instances: 958, precision: 0.9791, predictive_accuracy: 0.9791, prior_entropy: 0.931, relative_absolute_error: 0.115, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1445, root_relative_squared_error: 0.3036, unweighted_recall: 0.9755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9833, kappa: 0.9631, kb_relative_information_score: 0.9559, mean_absolute_error: 0.0209, 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: 0.046, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0985, root_relative_squared_error: 0.207, unweighted_recall: 0.9816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9843, kappa: 0.9651, kb_relative_information_score: 0.9523, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.453, weighted_recall: 0.9843, number_of_instances: 958, precision: 0.9847, predictive_accuracy: 0.9843, prior_entropy: 0.931, relative_absolute_error: 0.0521, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.2328, unweighted_recall: 0.9774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8501, f_measure: 0.7618, kappa: 0.4763, kb_relative_information_score: 0.3409, mean_absolute_error: 0.3003, mean_prior_absolute_error: 0.453, weighted_recall: 0.761, number_of_instances: 958, precision: 0.7629, predictive_accuracy: 0.761, prior_entropy: 0.931, relative_absolute_error: 0.6629, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3918, root_relative_squared_error: 0.8234, unweighted_recall: 0.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8522, f_measure: 0.7627, kappa: 0.4775, kb_relative_information_score: 0.346, mean_absolute_error: 0.2982, mean_prior_absolute_error: 0.453, weighted_recall: 0.762, number_of_instances: 958, precision: 0.7634, predictive_accuracy: 0.762, prior_entropy: 0.931, relative_absolute_error: 0.6582, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3906, root_relative_squared_error: 0.8208, unweighted_recall: 0.7401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9336, 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: 0.853, f_measure: 0.766, kappa: 0.4854, kb_relative_information_score: 0.3471, mean_absolute_error: 0.2976, mean_prior_absolute_error: 0.453, weighted_recall: 0.7651, number_of_instances: 958, precision: 0.7671, predictive_accuracy: 0.7651, prior_entropy: 0.931, relative_absolute_error: 0.657, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3903, root_relative_squared_error: 0.8202, unweighted_recall: 0.7446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9931, kb_relative_information_score: 0.9808, mean_absolute_error: 0.0103, 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: 0.0228, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0538, root_relative_squared_error: 0.113, unweighted_recall: 0.9955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9334, 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: 0.1276, root_relative_squared_error: 0.2682, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9508, mean_absolute_error: 0.0236, 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: 0.0521, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.128, root_relative_squared_error: 0.269, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9843, kappa: 0.9651, kb_relative_information_score: 0.9529, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.453, weighted_recall: 0.9843, number_of_instances: 958, precision: 0.9847, predictive_accuracy: 0.9843, prior_entropy: 0.931, relative_absolute_error: 0.0514, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1068, root_relative_squared_error: 0.2244, unweighted_recall: 0.9774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9801, kappa: 0.9558, kb_relative_information_score: 0.9253, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.453, weighted_recall: 0.9802, number_of_instances: 958, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.931, relative_absolute_error: 0.084, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1291, root_relative_squared_error: 0.2713, unweighted_recall: 0.9735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9823, mean_absolute_error: 0.0101, 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: 0.0222, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0436, root_relative_squared_error: 0.0915, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.7888, kappa: 0.5311, kb_relative_information_score: 0.3979, mean_absolute_error: 0.2773, mean_prior_absolute_error: 0.453, weighted_recall: 0.7902, number_of_instances: 958, precision: 0.788, predictive_accuracy: 0.7902, prior_entropy: 0.931, relative_absolute_error: 0.6122, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.371, root_relative_squared_error: 0.7797, unweighted_recall: 0.7624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.993, mean_absolute_error: 0.0044, 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: 0.0097, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0148, root_relative_squared_error: 0.031, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9371, mean_absolute_error: 0.0323, 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: 0.0712, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1262, root_relative_squared_error: 0.2652, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9028, f_measure: 0.8107, kappa: 0.5792, kb_relative_information_score: 0.4634, mean_absolute_error: 0.249, mean_prior_absolute_error: 0.453, weighted_recall: 0.8121, number_of_instances: 958, precision: 0.81, predictive_accuracy: 0.8121, prior_entropy: 0.931, relative_absolute_error: 0.5497, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.7345, unweighted_recall: 0.7855,

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