OpenML
Supervised Classification on tic-tac-toe

Supervised Classification on tic-tac-toe

Task 49 Supervised Classification tic-tac-toe 111839 runs submitted
0 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
  • 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
Issue #Downvotes for this reason By


Metric:

111839 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9844, kappa: 0.9655, kb_relative_information_score: 0.9537, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.453, weighted_recall: 0.9843, number_of_instances: 958, precision: 0.9844, predictive_accuracy: 0.9843, prior_entropy: 0.931, relative_absolute_error: 0.0487, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1037, root_relative_squared_error: 0.218, unweighted_recall: 0.9838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9382, mean_absolute_error: 0.0316, 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: 0.0698, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1248, root_relative_squared_error: 0.2622, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9906, kappa: 0.9792, kb_relative_information_score: 0.9689, mean_absolute_error: 0.0154, 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: 0.034, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.164, unweighted_recall: 0.9872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9931, mean_absolute_error: 0.0043, 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: 0.0095, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0157, root_relative_squared_error: 0.033, 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: 0.9334, 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: 0.2683, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9406, 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: 0.0664, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1223, root_relative_squared_error: 0.257, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9352, mean_absolute_error: 0.0335, 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: 0.074, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1267, root_relative_squared_error: 0.2663, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8446, f_measure: 0.7513, kappa: 0.4553, kb_relative_information_score: 0.3276, mean_absolute_error: 0.3058, mean_prior_absolute_error: 0.453, weighted_recall: 0.7495, number_of_instances: 958, precision: 0.7538, predictive_accuracy: 0.7495, prior_entropy: 0.931, relative_absolute_error: 0.6751, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.395, root_relative_squared_error: 0.83, unweighted_recall: 0.7312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9395, mean_absolute_error: 0.0308, 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: 0.068, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1233, root_relative_squared_error: 0.2591, 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: 0.9881, 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: 0.1273, root_relative_squared_error: 0.2675, 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: 0.9844, mean_absolute_error: 0.0089, 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: 0.0196, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0412, root_relative_squared_error: 0.0866, unweighted_recall: 0.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, 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: 0.9938, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.941, mean_absolute_error: 0.0298, 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: 0.0658, 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: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9897, mean_absolute_error: 0.006, 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: 0.0133, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0307, root_relative_squared_error: 0.0645, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9398, kb_relative_information_score: 0.0086, mean_absolute_error: 0.4503, 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: 0.994, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4733, root_relative_squared_error: 0.9946, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, 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: 0.981, 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: 0.0235, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0471, root_relative_squared_error: 0.099, unweighted_recall: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, 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: 0.126, root_relative_squared_error: 0.2648, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9833, kappa: 0.9631, kb_relative_information_score: 0.9553, mean_absolute_error: 0.0211, 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: 0.0466, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.2092, unweighted_recall: 0.9816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9745, 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: 0.9682, 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: 0.2758, 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: 0.8435, f_measure: 0.7503, kappa: 0.4534, kb_relative_information_score: 0.3253, mean_absolute_error: 0.3068, 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: 0.6772, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3957, root_relative_squared_error: 0.8315, unweighted_recall: 0.7304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6274, f_measure: 0.5218, kappa: -0.0701, kb_relative_information_score: 0.013, mean_absolute_error: 0.4374, mean_prior_absolute_error: 0.453, weighted_recall: 0.5866, number_of_instances: 958, precision: 0.5007, predictive_accuracy: 0.5866, prior_entropy: 0.931, relative_absolute_error: 0.9655, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4715, root_relative_squared_error: 0.9907, unweighted_recall: 0.4701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9197, f_measure: 0.8275, kappa: 0.6184, kb_relative_information_score: 0.5187, mean_absolute_error: 0.222, mean_prior_absolute_error: 0.453, weighted_recall: 0.8278, number_of_instances: 958, precision: 0.8272, predictive_accuracy: 0.8278, prior_entropy: 0.931, relative_absolute_error: 0.49, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3371, root_relative_squared_error: 0.7084, unweighted_recall: 0.8081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9854, kappa: 0.9678, kb_relative_information_score: 0.9562, mean_absolute_error: 0.0209, 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: 0.0462, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1006, root_relative_squared_error: 0.2114, unweighted_recall: 0.9853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, kb_relative_information_score: 0.0687, mean_absolute_error: 0.4307, 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: 0.9508, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4542, root_relative_squared_error: 0.9545, unweighted_recall: 0.5,
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: 0.2907, 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: 0.7985, unweighted_recall: 0.7344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, 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: 0.2685, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8244, f_measure: 0.7394, kappa: 0.4168, kb_relative_information_score: 0.3338, mean_absolute_error: 0.3008, mean_prior_absolute_error: 0.453, weighted_recall: 0.7443, number_of_instances: 958, precision: 0.738, predictive_accuracy: 0.7443, prior_entropy: 0.931, relative_absolute_error: 0.6639, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4011, root_relative_squared_error: 0.8428, unweighted_recall: 0.7018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9888, mean_absolute_error: 0.0068, 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: 0.015, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0282, root_relative_squared_error: 0.0593, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9339, mean_absolute_error: 0.0343, 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: 0.0758, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1274, root_relative_squared_error: 0.2678, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9874, mean_absolute_error: 0.0074, 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: 0.0164, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0329, root_relative_squared_error: 0.0692, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, 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: 0.837, f_measure: 0.7401, kappa: 0.4316, kb_relative_information_score: 0.3129, mean_absolute_error: 0.312, 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: 0.6886, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3992, root_relative_squared_error: 0.8389, unweighted_recall: 0.7196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 0.9828, mean_absolute_error: 0.0097, 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: 0.0213, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0448, root_relative_squared_error: 0.0942, unweighted_recall: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9808, 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: 0.0238, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0467, root_relative_squared_error: 0.0981, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, 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: 0.9979, kappa: 0.9954, kb_relative_information_score: 0.9815, mean_absolute_error: 0.0104, 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: 0.023, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0466, root_relative_squared_error: 0.0979, unweighted_recall: 0.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9474, mean_absolute_error: 0.0261, 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: 0.0575, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1112, root_relative_squared_error: 0.2336, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9375, mean_absolute_error: 0.032, 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: 0.0707, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1267, root_relative_squared_error: 0.2664, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.2758, kb_relative_information_score: 0.0003, mean_absolute_error: 0.4529, 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: 0.9997, 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: 0.8445, f_measure: 0.7522, kappa: 0.4572, kb_relative_information_score: 0.3275, mean_absolute_error: 0.3059, mean_prior_absolute_error: 0.453, weighted_recall: 0.7505, number_of_instances: 958, precision: 0.7546, predictive_accuracy: 0.7505, prior_entropy: 0.931, relative_absolute_error: 0.6752, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.395, root_relative_squared_error: 0.8301, unweighted_recall: 0.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9932, mean_absolute_error: 0.0042, 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: 0.0094, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0144, root_relative_squared_error: 0.0302, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8454, f_measure: 0.7989, kappa: 0.5513, kb_relative_information_score: 0.3976, mean_absolute_error: 0.2788, mean_prior_absolute_error: 0.453, weighted_recall: 0.8017, number_of_instances: 958, precision: 0.7984, predictive_accuracy: 0.8017, prior_entropy: 0.931, relative_absolute_error: 0.6155, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3818, root_relative_squared_error: 0.8022, unweighted_recall: 0.769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9844, kappa: 0.9655, kb_relative_information_score: 0.9537, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.453, weighted_recall: 0.9843, number_of_instances: 958, precision: 0.9844, predictive_accuracy: 0.9843, prior_entropy: 0.931, relative_absolute_error: 0.0485, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1033, root_relative_squared_error: 0.2171, unweighted_recall: 0.9838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9833, kappa: 0.9631, kb_relative_information_score: 0.9551, mean_absolute_error: 0.0212, 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: 0.0468, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1, root_relative_squared_error: 0.2102, unweighted_recall: 0.9816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9791, kappa: 0.9538, kb_relative_information_score: 0.9241, mean_absolute_error: 0.0384, 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: 0.0848, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1308, root_relative_squared_error: 0.2749, unweighted_recall: 0.9755,
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: 0.0473, root_relative_squared_error: 0.0994, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9473, mean_absolute_error: 0.0261, 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: 0.0576, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1125, root_relative_squared_error: 0.2364, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8318, f_measure: 0.7455, kappa: 0.4302, kb_relative_information_score: 0.3364, mean_absolute_error: 0.2999, mean_prior_absolute_error: 0.453, weighted_recall: 0.7505, number_of_instances: 958, precision: 0.7444, predictive_accuracy: 0.7505, prior_entropy: 0.931, relative_absolute_error: 0.662, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3977, root_relative_squared_error: 0.8358, unweighted_recall: 0.708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9469, mean_absolute_error: 0.0261, 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: 0.0576, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1279, root_relative_squared_error: 0.2687, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8374, f_measure: 0.741, kappa: 0.4334, kb_relative_information_score: 0.3134, mean_absolute_error: 0.3117, mean_prior_absolute_error: 0.453, weighted_recall: 0.739, number_of_instances: 958, precision: 0.744, predictive_accuracy: 0.739, prior_entropy: 0.931, relative_absolute_error: 0.688, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.399, root_relative_squared_error: 0.8385, unweighted_recall: 0.7204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.2758, kb_relative_information_score: 0.0003, mean_absolute_error: 0.4529, 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: 0.9997, 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: 0.9777, f_measure: 0.9444, kappa: 0.8767, kb_relative_information_score: 0.7654, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.453, weighted_recall: 0.9447, number_of_instances: 958, precision: 0.9445, predictive_accuracy: 0.9447, prior_entropy: 0.931, relative_absolute_error: 0.2551, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2202, root_relative_squared_error: 0.4626, unweighted_recall: 0.9343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.2758, kb_relative_information_score: 0.0003, mean_absolute_error: 0.4529, 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: 0.9997, 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: 1, kappa: 1, kb_relative_information_score: 0.9935, mean_absolute_error: 0.0041, 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: 0.0091, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0149, root_relative_squared_error: 0.0314, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9687, 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: 0.9902, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9342, mean_absolute_error: 0.0341, 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: 0.0753, 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: 0.9746, 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: 0.2685, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9791, kappa: 0.9538, kb_relative_information_score: 0.9192, mean_absolute_error: 0.0411, 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: 0.0908, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1336, root_relative_squared_error: 0.2808, unweighted_recall: 0.9755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.2758, kb_relative_information_score: 0.0003, mean_absolute_error: 0.4529, 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: 0.9997, 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: 0.9659, 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: 0.9966, f_measure: 0.9854, kappa: 0.9677, kb_relative_information_score: 0.9386, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.453, weighted_recall: 0.9854, number_of_instances: 958, precision: 0.9854, predictive_accuracy: 0.9854, prior_entropy: 0.931, relative_absolute_error: 0.0678, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1155, root_relative_squared_error: 0.2427, unweighted_recall: 0.9832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9873, mean_absolute_error: 0.0075, 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: 0.0166, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0329, root_relative_squared_error: 0.0692, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, kb_relative_information_score: 0.091, mean_absolute_error: 0.4233, 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: 0.9345, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.447, root_relative_squared_error: 0.9392, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9937, 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: 0.0088, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0141, root_relative_squared_error: 0.0297, 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: 0.983, 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: 0.0937, unweighted_recall: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9366, mean_absolute_error: 0.0327, 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: 0.0721, 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: 0.9809, 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: 0.9848, f_measure: 0.9822, kappa: 0.9604, kb_relative_information_score: 0.8335, mean_absolute_error: 0.0858, 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: 0.1893, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.3669, unweighted_recall: 0.9751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 0.9887, mean_absolute_error: 0.0064, 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: 0.0141, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0354, root_relative_squared_error: 0.0744, unweighted_recall: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9854, kappa: 0.9678, kb_relative_information_score: 0.958, mean_absolute_error: 0.0201, 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: 0.0443, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0974, root_relative_squared_error: 0.2046, unweighted_recall: 0.9853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, 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: 0.983, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9439, 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: 0.0617, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1257, root_relative_squared_error: 0.2642, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8472, f_measure: 0.7593, kappa: 0.472, kb_relative_information_score: 0.3334, mean_absolute_error: 0.3034, mean_prior_absolute_error: 0.453, weighted_recall: 0.7578, number_of_instances: 958, precision: 0.7612, predictive_accuracy: 0.7578, prior_entropy: 0.931, relative_absolute_error: 0.6698, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3935, root_relative_squared_error: 0.8269, unweighted_recall: 0.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9476, mean_absolute_error: 0.0256, 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: 0.0566, 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: 0.9825, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9339, mean_absolute_error: 0.0343, 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: 0.0757, 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: 0.9999, f_measure: 0.9927, kappa: 0.9838, kb_relative_information_score: 0.9736, 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: 0.0695, root_relative_squared_error: 0.1461, unweighted_recall: 0.9895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8447, f_measure: 0.7524, kappa: 0.458, kb_relative_information_score: 0.3276, mean_absolute_error: 0.3058, mean_prior_absolute_error: 0.453, weighted_recall: 0.7505, number_of_instances: 958, precision: 0.7551, predictive_accuracy: 0.7505, prior_entropy: 0.931, relative_absolute_error: 0.6751, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3949, root_relative_squared_error: 0.8299, unweighted_recall: 0.7327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9932, mean_absolute_error: 0.0043, 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: 0.0094, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0156, root_relative_squared_error: 0.0328, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9382, mean_absolute_error: 0.0316, 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: 0.0698, 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: 1, f_measure: 0.9969, kappa: 0.9931, kb_relative_information_score: 0.9807, 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: 0.054, root_relative_squared_error: 0.1135, unweighted_recall: 0.9955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9254, f_measure: 0.8133, kappa: 0.5883, kb_relative_information_score: 0.5087, mean_absolute_error: 0.2264, mean_prior_absolute_error: 0.453, weighted_recall: 0.8132, number_of_instances: 958, precision: 0.8136, predictive_accuracy: 0.8132, prior_entropy: 0.931, relative_absolute_error: 0.4997, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.6805, unweighted_recall: 0.7948,
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: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9818, mean_absolute_error: 0.0104, 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: 0.0229, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0451, root_relative_squared_error: 0.0947, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 0.9344, 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: 0.0751, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1273, root_relative_squared_error: 0.2675, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8497, f_measure: 0.7598, kappa: 0.4717, kb_relative_information_score: 0.3398, mean_absolute_error: 0.3007, mean_prior_absolute_error: 0.453, weighted_recall: 0.7589, number_of_instances: 958, precision: 0.7609, predictive_accuracy: 0.7589, prior_entropy: 0.931, relative_absolute_error: 0.6639, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3921, root_relative_squared_error: 0.824, unweighted_recall: 0.7377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8446, f_measure: 0.7514, kappa: 0.4561, kb_relative_information_score: 0.3277, mean_absolute_error: 0.3058, 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: 0.675, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3949, root_relative_squared_error: 0.8299, unweighted_recall: 0.7319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.8775, kappa: 0.7311, kb_relative_information_score: 0.6535, mean_absolute_error: 0.1643, mean_prior_absolute_error: 0.453, weighted_recall: 0.8768, number_of_instances: 958, precision: 0.8786, predictive_accuracy: 0.8768, prior_entropy: 0.931, relative_absolute_error: 0.3627, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2616, root_relative_squared_error: 0.5498, unweighted_recall: 0.8697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9958, kappa: 0.9908, kb_relative_information_score: 0.9761, mean_absolute_error: 0.0125, 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: 0.0276, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0619, root_relative_squared_error: 0.1302, unweighted_recall: 0.994,
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, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, recall: 1, relative_absolute_error: 0.0227, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0313, root_relative_squared_error: 0.0659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9985, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, recall: 1, relative_absolute_error: 0.0018, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0145, root_relative_squared_error: 0.0305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.837, f_measure: 0.8774, kappa: 0.7231, kb_relative_information_score: 0.731, mean_absolute_error: 0.1169, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8941, predictive_accuracy: 0.8831, prior_entropy: 0.931, recall: 0.8831, relative_absolute_error: 0.2581, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3419, root_relative_squared_error: 0.7185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9989, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.013, root_relative_squared_error: 0.0273,
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: 0.0007, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, recall: 1, relative_absolute_error: 0.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0134, root_relative_squared_error: 0.0281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9832, kappa: 0.9628, kb_relative_information_score: 0.9279, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9836, predictive_accuracy: 0.9833, prior_entropy: 0.931, recall: 0.9833, relative_absolute_error: 0.0822, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1137, root_relative_squared_error: 0.2389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9811, kappa: 0.958, kb_relative_information_score: 0.9568, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9816, predictive_accuracy: 0.9812, prior_entropy: 0.931, recall: 0.9812, relative_absolute_error: 0.0415, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1371, root_relative_squared_error: 0.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9615, kappa: 0.9153, kb_relative_information_score: 0.638, mean_absolute_error: 0.1868, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9618, predictive_accuracy: 0.9614, prior_entropy: 0.931, recall: 0.9614, relative_absolute_error: 0.4125, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.5173,

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

OpenML bootcamp

From your own software

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

OpenML APIs