OpenML
Supervised Classification on cjs

Supervised Classification on cjs

Task 14967 Supervised Classification cjs 10925 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML100 study_107 study_123 study_14
Issue #Downvotes for this reason By


Metric:

10925 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: 0.6496, f_measure: 0.4198, kappa: 0.2989, kb_relative_information_score: 976.6089, mean_absolute_error: 0.1878, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.4331, predictive_accuracy: 0.4367, prior_entropy: 2.5207, recall: 0.4367, relative_absolute_error: 0.6881, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4333, root_relative_squared_error: 1.1731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4477, f_measure: 0.0737, kappa: -0.102, kb_relative_information_score: -61.9545, mean_absolute_error: 0.3058, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.1371, predictive_accuracy: 0.0826, prior_entropy: 2.5207, recall: 0.0826, relative_absolute_error: 1.1206, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.553, root_relative_squared_error: 1.4971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9395, f_measure: 0.9001, kappa: 0.8778, kb_relative_information_score: 2464.3645, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9015, predictive_accuracy: 0.9002, prior_entropy: 2.5207, recall: 0.9002, relative_absolute_error: 0.1219, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1824, root_relative_squared_error: 0.4938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5011, f_measure: 0.0981, kappa: 0.0021, kb_relative_information_score: 337.5271, mean_absolute_error: 0.2521, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.0801, predictive_accuracy: 0.2436, prior_entropy: 2.5207, recall: 0.2436, relative_absolute_error: 0.924, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5021, root_relative_squared_error: 1.3595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8734, f_measure: 0.8034, kappa: 0.7373, kb_relative_information_score: 2080.9408, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9122, predictive_accuracy: 0.7843, prior_entropy: 2.5207, recall: 0.7843, relative_absolute_error: 0.2634, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2681, root_relative_squared_error: 0.7259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2794.5993, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 2.5207, recall: 0.9996, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0109, root_relative_squared_error: 0.0296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8036, f_measure: 0.6959, kappa: 0.6231, kb_relative_information_score: 1777.8016, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8662, predictive_accuracy: 0.7028, prior_entropy: 2.5207, recall: 0.7028, relative_absolute_error: 0.3631, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3148, root_relative_squared_error: 0.8521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, f_measure: 0.8701, kappa: 0.8329, kb_relative_information_score: 2342.6756, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8991, predictive_accuracy: 0.863, prior_entropy: 2.5207, recall: 0.863, relative_absolute_error: 0.1673, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.5785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8422, f_measure: 0.7333, kappa: 0.6791, kb_relative_information_score: 1935.6719, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7367, predictive_accuracy: 0.7378, prior_entropy: 2.5207, recall: 0.7378, relative_absolute_error: 0.3202, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2956, root_relative_squared_error: 0.8003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9704, kappa: 0.9637, kb_relative_information_score: 2698.7473, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9708, predictive_accuracy: 0.9703, prior_entropy: 2.5207, recall: 0.9703, relative_absolute_error: 0.0363, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0995, root_relative_squared_error: 0.2693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8447, f_measure: 0.7372, kappa: 0.6861, kb_relative_information_score: 1947.1882, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7472, predictive_accuracy: 0.7446, prior_entropy: 2.5207, recall: 0.7446, relative_absolute_error: 0.3119, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.7899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0.0001, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4327, f_measure: 0.0652, kappa: -0.1318, kb_relative_information_score: -97.4501, mean_absolute_error: 0.3088, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.0709, predictive_accuracy: 0.0737, prior_entropy: 2.5207, recall: 0.0737, relative_absolute_error: 1.1315, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5557, root_relative_squared_error: 1.5044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kappa: 0.0016, kb_relative_information_score: 338.9953, mean_absolute_error: 0.252, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2439, prior_entropy: 2.5207, recall: 0.2439, relative_absolute_error: 0.9236, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.502, root_relative_squared_error: 1.3591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8499, f_measure: 0.766, kappa: 0.6888, kb_relative_information_score: 1951.2472, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9062, predictive_accuracy: 0.7443, prior_entropy: 2.5207, recall: 0.7443, relative_absolute_error: 0.3124, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.292, root_relative_squared_error: 0.7904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9914, kappa: 0.9895, kb_relative_information_score: 2766.4496, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9915, predictive_accuracy: 0.9914, prior_entropy: 2.5207, recall: 0.9914, relative_absolute_error: 0.0105, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0535, root_relative_squared_error: 0.1448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.8729, kappa: 0.8368, kb_relative_information_score: 2353.6264, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8992, predictive_accuracy: 0.8662, prior_entropy: 2.5207, recall: 0.8662, relative_absolute_error: 0.1634, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2112, root_relative_squared_error: 0.5717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7281, f_measure: 0.5585, kappa: 0.4661, kb_relative_information_score: 1387.4184, mean_absolute_error: 0.1398, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.6825, predictive_accuracy: 0.5805, prior_entropy: 2.5207, recall: 0.5805, relative_absolute_error: 0.5125, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.374, root_relative_squared_error: 1.0124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.98, kappa: 0.9755, kb_relative_information_score: 2730.4998, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9801, predictive_accuracy: 0.98, prior_entropy: 2.5207, recall: 0.98, relative_absolute_error: 0.0245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0817, root_relative_squared_error: 0.2212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9628, f_measure: 0.9384, kappa: 0.924, kb_relative_information_score: 2591.4155, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.94, predictive_accuracy: 0.9378, prior_entropy: 2.5207, recall: 0.9378, relative_absolute_error: 0.076, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.144, root_relative_squared_error: 0.3899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7472, f_measure: 0.5876, kappa: 0.4924, kb_relative_information_score: 1461.5164, mean_absolute_error: 0.1375, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.6041, predictive_accuracy: 0.5876, prior_entropy: 2.5207, recall: 0.5876, relative_absolute_error: 0.5037, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3708, root_relative_squared_error: 1.0037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.9226, kappa: 0.9067, kb_relative_information_score: 2534.6404, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9226, predictive_accuracy: 0.9238, prior_entropy: 2.5207, recall: 0.9238, relative_absolute_error: 0.0931, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1594, root_relative_squared_error: 0.4314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9721, kappa: 0.9659, kb_relative_information_score: 2702.6226, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9721, predictive_accuracy: 0.9721, prior_entropy: 2.5207, recall: 0.9721, relative_absolute_error: 0.0341, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.2611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5142, f_measure: 0.1332, kappa: 0.0292, kb_relative_information_score: 388.907, mean_absolute_error: 0.247, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2265, predictive_accuracy: 0.2589, prior_entropy: 2.5207, recall: 0.2589, relative_absolute_error: 0.9052, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.497, root_relative_squared_error: 1.3456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5191, kappa: 0.039, kb_relative_information_score: 408.0568, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2654, prior_entropy: 2.5207, recall: 0.2654, relative_absolute_error: 0.8974, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4948, root_relative_squared_error: 1.3397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.9545, kappa: 0.9445, kb_relative_information_score: 2645.6872, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9545, predictive_accuracy: 0.9546, prior_entropy: 2.5207, recall: 0.9546, relative_absolute_error: 0.0555, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.123, root_relative_squared_error: 0.3331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7771, f_measure: 0.624, kappa: 0.55, kb_relative_information_score: 1600.6878, mean_absolute_error: 0.1222, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.6456, predictive_accuracy: 0.6334, prior_entropy: 2.5207, recall: 0.6334, relative_absolute_error: 0.4478, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3496, root_relative_squared_error: 0.9464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8306, f_measure: 0.736, kappa: 0.6493, kb_relative_information_score: 1848.6431, mean_absolute_error: 0.0962, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9021, predictive_accuracy: 0.7114, prior_entropy: 2.5207, recall: 0.7114, relative_absolute_error: 0.3526, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3102, root_relative_squared_error: 0.8397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8165, f_measure: 0.698, kappa: 0.6314, kb_relative_information_score: 1810.7503, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7053, predictive_accuracy: 0.7006, prior_entropy: 2.5207, recall: 0.7006, relative_absolute_error: 0.3657, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3159, root_relative_squared_error: 0.8552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9093, f_measure: 0.8483, kappa: 0.8203, kb_relative_information_score: 2288.349, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8584, predictive_accuracy: 0.8544, prior_entropy: 2.5207, recall: 0.8544, relative_absolute_error: 0.1778, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.5964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, f_measure: 0.798, kappa: 0.757, kb_relative_information_score: 2128.9005, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7966, predictive_accuracy: 0.8015, prior_entropy: 2.5207, recall: 0.8015, relative_absolute_error: 0.2425, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2572, root_relative_squared_error: 0.6964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.975, kappa: 0.9694, kb_relative_information_score: 2714.8557, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9751, predictive_accuracy: 0.975, prior_entropy: 2.5207, recall: 0.975, relative_absolute_error: 0.0306, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0914, root_relative_squared_error: 0.2473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2795.6876, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, root_mean_prior_squared_error: 0.3694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7908, f_measure: 0.6534, kappa: 0.5898, kb_relative_information_score: 1679.6011, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7489, predictive_accuracy: 0.6749, prior_entropy: 2.5207, recall: 0.6749, relative_absolute_error: 0.3971, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3292, root_relative_squared_error: 0.8912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5162, kappa: 0.0335, kb_relative_information_score: 399.2011, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2622, prior_entropy: 2.5207, recall: 0.2622, relative_absolute_error: 0.9013, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4959, root_relative_squared_error: 1.3426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.87, f_measure: 0.779, kappa: 0.7344, kb_relative_information_score: 2069.0451, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7812, predictive_accuracy: 0.7833, prior_entropy: 2.5207, recall: 0.7833, relative_absolute_error: 0.2648, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2688, root_relative_squared_error: 0.7277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9989, kappa: 0.9987, kb_relative_information_score: 2792.4455, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9989, predictive_accuracy: 0.9989, prior_entropy: 2.5207, recall: 0.9989, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0189, root_relative_squared_error: 0.0512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8326, f_measure: 0.7187, kappa: 0.6613, kb_relative_information_score: 1870.0269, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8486, predictive_accuracy: 0.725, prior_entropy: 2.5207, recall: 0.725, relative_absolute_error: 0.336, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3028, root_relative_squared_error: 0.8197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9893, kappa: 0.9869, kb_relative_information_score: 2759.4143, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9893, predictive_accuracy: 0.9893, prior_entropy: 2.5207, recall: 0.9893, relative_absolute_error: 0.0131, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0598, root_relative_squared_error: 0.1619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5516, f_measure: 0.2107, kappa: 0.1078, kb_relative_information_score: 563.893, mean_absolute_error: 0.2295, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.3811, predictive_accuracy: 0.3115, prior_entropy: 2.5207, recall: 0.3115, relative_absolute_error: 0.841, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4791, root_relative_squared_error: 1.297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5964, kappa: 0.1972, kb_relative_information_score: 751.2528, mean_absolute_error: 0.2074, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.3777, prior_entropy: 2.5207, recall: 0.3777, relative_absolute_error: 0.7602, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4555, root_relative_squared_error: 1.2331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6039, f_measure: 0.3326, kappa: 0.2144, kb_relative_information_score: 800.2951, mean_absolute_error: 0.2031, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.5011, predictive_accuracy: 0.3906, prior_entropy: 2.5207, recall: 0.3906, relative_absolute_error: 0.7445, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4507, root_relative_squared_error: 1.2202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9847, kappa: 0.9812, kb_relative_information_score: 2745.394, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9849, predictive_accuracy: 0.9846, prior_entropy: 2.5207, recall: 0.9846, relative_absolute_error: 0.0188, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0716, root_relative_squared_error: 0.1938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6791, f_measure: 0.4734, kappa: 0.348, kb_relative_information_score: 1075.4448, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.5074, predictive_accuracy: 0.4628, prior_entropy: 2.5207, recall: 0.4628, relative_absolute_error: 0.6562, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4232, root_relative_squared_error: 1.1456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8684, f_measure: 0.7847, kappa: 0.7432, kb_relative_information_score: 2077.5834, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8255, predictive_accuracy: 0.794, prior_entropy: 2.5207, recall: 0.794, relative_absolute_error: 0.2516, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.262, root_relative_squared_error: 0.7094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8523, f_measure: 0.7531, kappa: 0.7022, kb_relative_information_score: 1990.2455, mean_absolute_error: 0.0807, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7617, predictive_accuracy: 0.7579, prior_entropy: 2.5207, recall: 0.7579, relative_absolute_error: 0.2958, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2841, root_relative_squared_error: 0.7691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2794.5993, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 2.5207, recall: 0.9996, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0109, root_relative_squared_error: 0.0296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.9583, kappa: 0.9489, kb_relative_information_score: 2657.6296, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9587, predictive_accuracy: 0.9582, prior_entropy: 2.5207, recall: 0.9582, relative_absolute_error: 0.0511, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1181, root_relative_squared_error: 0.3197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8289, f_measure: 0.7083, kappa: 0.6529, kb_relative_information_score: 1859.0369, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7162, predictive_accuracy: 0.7175, prior_entropy: 2.5207, recall: 0.7175, relative_absolute_error: 0.3451, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3069, root_relative_squared_error: 0.8308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.9513, kappa: 0.9402, kb_relative_information_score: 2635.5145, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.952, predictive_accuracy: 0.951, prior_entropy: 2.5207, recall: 0.951, relative_absolute_error: 0.0599, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.936, f_measure: 0.8915, kappa: 0.8673, kb_relative_information_score: 2435.8953, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.892, predictive_accuracy: 0.8913, prior_entropy: 2.5207, recall: 0.8913, relative_absolute_error: 0.1328, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1904, root_relative_squared_error: 0.5154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5321, f_measure: 0.2238, kappa: 0.066, kb_relative_information_score: 435.1779, mean_absolute_error: 0.2473, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2521, predictive_accuracy: 0.2582, prior_entropy: 2.5207, recall: 0.2582, relative_absolute_error: 0.9061, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4973, root_relative_squared_error: 1.3462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9878, kappa: 0.9851, kb_relative_information_score: 2755.5837, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9879, predictive_accuracy: 0.9878, prior_entropy: 2.5207, recall: 0.9878, relative_absolute_error: 0.0149, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0637, root_relative_squared_error: 0.1724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5304, f_measure: 0.1651, kappa: 0.0634, kb_relative_information_score: 462.6258, mean_absolute_error: 0.2396, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2833, predictive_accuracy: 0.2811, prior_entropy: 2.5207, recall: 0.2811, relative_absolute_error: 0.8781, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4895, root_relative_squared_error: 1.3253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, kappa: 0.0001, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9637, f_measure: 0.9397, kappa: 0.9257, kb_relative_information_score: 2596.3676, mean_absolute_error: 0.0203, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9412, predictive_accuracy: 0.9392, prior_entropy: 2.5207, recall: 0.9392, relative_absolute_error: 0.0743, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1424, root_relative_squared_error: 0.3854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.959, kappa: 0.9498, kb_relative_information_score: 2661.2845, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9593, predictive_accuracy: 0.9589, prior_entropy: 2.5207, recall: 0.9589, relative_absolute_error: 0.0502, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1171, root_relative_squared_error: 0.317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5588, f_measure: 0.2747, kappa: 0.119, kb_relative_information_score: 550.9952, mean_absolute_error: 0.2355, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2917, predictive_accuracy: 0.2936, prior_entropy: 2.5207, recall: 0.2936, relative_absolute_error: 0.8629, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4852, root_relative_squared_error: 1.3137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.8245, kappa: 0.789, kb_relative_information_score: 2215.1076, mean_absolute_error: 0.0575, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8243, predictive_accuracy: 0.8276, prior_entropy: 2.5207, recall: 0.8276, relative_absolute_error: 0.2106, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2397, root_relative_squared_error: 0.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4467, f_measure: 0.0838, kappa: -0.1044, kb_relative_information_score: -50.7322, mean_absolute_error: 0.3036, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.1081, predictive_accuracy: 0.0891, prior_entropy: 2.5207, recall: 0.0891, relative_absolute_error: 1.1128, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.551, root_relative_squared_error: 1.4918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6759, f_measure: 0.4588, kappa: 0.3445, kb_relative_information_score: 1068.1255, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.4641, predictive_accuracy: 0.4675, prior_entropy: 2.5207, recall: 0.4675, relative_absolute_error: 0.6505, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4213, root_relative_squared_error: 1.1407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.54, f_measure: 0.1892, kappa: 0.0825, kb_relative_information_score: 496.8929, mean_absolute_error: 0.2366, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2659, predictive_accuracy: 0.2901, prior_entropy: 2.5207, recall: 0.2901, relative_absolute_error: 0.8672, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4865, root_relative_squared_error: 1.317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.513, kappa: 0.0267, kb_relative_information_score: 385.1602, mean_absolute_error: 0.2474, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2579, prior_entropy: 2.5207, recall: 0.2579, relative_absolute_error: 0.9065, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4974, root_relative_squared_error: 1.3465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5378, f_measure: 0.1774, kappa: 0.0788, kb_relative_information_score: 496.3271, mean_absolute_error: 0.2362, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2934, predictive_accuracy: 0.2915, prior_entropy: 2.5207, recall: 0.2915, relative_absolute_error: 0.8655, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.486, root_relative_squared_error: 1.3157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2795.6876, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, root_mean_prior_squared_error: 0.3694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0.0001, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.8932, kappa: 0.8662, kb_relative_information_score: 2434.1371, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9003, predictive_accuracy: 0.8902, prior_entropy: 2.5207, recall: 0.8902, relative_absolute_error: 0.1341, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1913, root_relative_squared_error: 0.5179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5147, f_measure: 0.1339, kappa: 0.0301, kb_relative_information_score: 390.9643, mean_absolute_error: 0.2468, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2563, predictive_accuracy: 0.2597, prior_entropy: 2.5207, recall: 0.2597, relative_absolute_error: 0.9044, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4968, root_relative_squared_error: 1.3449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5334, f_measure: 0.1715, kappa: 0.0697, kb_relative_information_score: 476.5088, mean_absolute_error: 0.2383, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.3145, predictive_accuracy: 0.2851, prior_entropy: 2.5207, recall: 0.2851, relative_absolute_error: 0.8733, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4882, root_relative_squared_error: 1.3216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.8956, kappa: 0.8731, kb_relative_information_score: 2452.3403, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8965, predictive_accuracy: 0.8963, prior_entropy: 2.5207, recall: 0.8963, relative_absolute_error: 0.1267, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.5034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5131, kappa: 0.0268, kb_relative_information_score: 385.8853, mean_absolute_error: 0.2471, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2586, prior_entropy: 2.5207, recall: 0.2586, relative_absolute_error: 0.9057, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4971, root_relative_squared_error: 1.3459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2795.6876, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, root_mean_prior_squared_error: 0.3694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7657, f_measure: 0.5992, kappa: 0.523, kb_relative_information_score: 1516.1485, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.6033, predictive_accuracy: 0.6109, prior_entropy: 2.5207, recall: 0.6109, relative_absolute_error: 0.4753, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2794.5993, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 2.5207, recall: 0.9996, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0109, root_relative_squared_error: 0.0296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9597, kappa: 0.9506, kb_relative_information_score: 2662.301, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.96, predictive_accuracy: 0.9596, prior_entropy: 2.5207, recall: 0.9596, relative_absolute_error: 0.0494, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.3142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.447, f_measure: 0.0867, kappa: -0.1032, kb_relative_information_score: -46.8173, mean_absolute_error: 0.3036, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.1047, predictive_accuracy: 0.0891, prior_entropy: 2.5207, recall: 0.0891, relative_absolute_error: 1.1128, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.551, root_relative_squared_error: 1.4918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.9343, kappa: 0.9183, kb_relative_information_score: 2573.7439, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9379, predictive_accuracy: 0.9331, prior_entropy: 2.5207, recall: 0.9331, relative_absolute_error: 0.0817, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1493, root_relative_squared_error: 0.4042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2794.5993, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 2.5207, recall: 0.9996, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0109, root_relative_squared_error: 0.0296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.9161, kappa: 0.8949, kb_relative_information_score: 2513.2871, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9214, predictive_accuracy: 0.9138, prior_entropy: 2.5207, recall: 0.9138, relative_absolute_error: 0.1053, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1695, root_relative_squared_error: 0.4589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2794.5993, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 2.5207, recall: 0.9996, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0109, root_relative_squared_error: 0.0296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.8907, kappa: 0.8668, kb_relative_information_score: 2434.382, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8908, predictive_accuracy: 0.8909, prior_entropy: 2.5207, recall: 0.8909, relative_absolute_error: 0.1333, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1907, root_relative_squared_error: 0.5162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8845, f_measure: 0.8102, kappa: 0.7627, kb_relative_information_score: 2141.0842, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8894, predictive_accuracy: 0.8062, prior_entropy: 2.5207, recall: 0.8062, relative_absolute_error: 0.2368, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2542, root_relative_squared_error: 0.6882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8982, f_measure: 0.8398, kappa: 0.7884, kb_relative_information_score: 2215.1945, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9201, predictive_accuracy: 0.8265, prior_entropy: 2.5207, recall: 0.8265, relative_absolute_error: 0.2119, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2405, root_relative_squared_error: 0.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5732, f_measure: 0.2906, kappa: 0.1463, kb_relative_information_score: 609.5804, mean_absolute_error: 0.2289, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.3146, predictive_accuracy: 0.3133, prior_entropy: 2.5207, recall: 0.3133, relative_absolute_error: 0.8388, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4784, root_relative_squared_error: 1.2953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.539, f_measure: 0.1822, kappa: 0.0812, kb_relative_information_score: 500.9834, mean_absolute_error: 0.2358, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.3547, predictive_accuracy: 0.2926, prior_entropy: 2.5207, recall: 0.2926, relative_absolute_error: 0.8642, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4856, root_relative_squared_error: 1.3147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5306, kappa: 0.0637, kb_relative_information_score: 462.5484, mean_absolute_error: 0.2396, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2811, prior_entropy: 2.5207, recall: 0.2811, relative_absolute_error: 0.8781, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4895, root_relative_squared_error: 1.3253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6069, f_measure: 0.3358, kappa: 0.2206, kb_relative_information_score: 815.0443, mean_absolute_error: 0.2015, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.553, predictive_accuracy: 0.3956, prior_entropy: 2.5207, recall: 0.3956, relative_absolute_error: 0.7383, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4489, root_relative_squared_error: 1.2152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9188, f_measure: 0.8694, kappa: 0.832, kb_relative_information_score: 2339.9966, mean_absolute_error: 0.0459, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8993, predictive_accuracy: 0.8623, prior_entropy: 2.5207, recall: 0.8623, relative_absolute_error: 0.1682, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.459, f_measure: 0.1104, kappa: -0.0802, kb_relative_information_score: 51.2515, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.1244, predictive_accuracy: 0.1241, prior_entropy: 2.5207, recall: 0.1241, relative_absolute_error: 1.0699, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5403, root_relative_squared_error: 1.4629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8368, f_measure: 0.7226, kappa: 0.6677, kb_relative_information_score: 1897.668, mean_absolute_error: 0.0904, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7319, predictive_accuracy: 0.7289, prior_entropy: 2.5207, recall: 0.7289, relative_absolute_error: 0.3312, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3006, root_relative_squared_error: 0.8138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8188, f_measure: 0.6972, kappa: 0.6336, kb_relative_information_score: 1812.479, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.6987, predictive_accuracy: 0.7017, prior_entropy: 2.5207, recall: 0.7017, relative_absolute_error: 0.3644, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3153, root_relative_squared_error: 0.8537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.8532, kappa: 0.8199, kb_relative_information_score: 2308.5284, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8593, predictive_accuracy: 0.8526, prior_entropy: 2.5207, recall: 0.8526, relative_absolute_error: 0.18, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2216, root_relative_squared_error: 0.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5459, kappa: 0.0953, kb_relative_information_score: 530.689, mean_absolute_error: 0.2328, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.3015, prior_entropy: 2.5207, recall: 0.3015, relative_absolute_error: 0.8532, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4825, root_relative_squared_error: 1.3063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.446, f_measure: 0.0785, kappa: -0.1056, kb_relative_information_score: -66.9078, mean_absolute_error: 0.3062, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.0964, predictive_accuracy: 0.0815, prior_entropy: 2.5207, recall: 0.0815, relative_absolute_error: 1.1219, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5533, root_relative_squared_error: 1.498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9954, kappa: 0.9943, kb_relative_information_score: 2780.5388, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9954, predictive_accuracy: 0.9954, prior_entropy: 2.5207, recall: 0.9954, relative_absolute_error: 0.0057, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0394, root_relative_squared_error: 0.1066,

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