OpenML
Supervised Classification on cjs

Supervised Classification on cjs

Task 14967 Supervised Classification cjs 10700 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:

10700 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: 0.9931, f_measure: 0.8577, kappa: 0.8274, kb_relative_information_score: 115.9716, mean_absolute_error: 0.2776, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8973, predictive_accuracy: 0.8573, prior_entropy: 2.5207, recall: 0.8573, relative_absolute_error: 1.0173, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3724, root_relative_squared_error: 1.0083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9272, kappa: 0.9101, kb_relative_information_score: 2368.7508, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9291, predictive_accuracy: 0.9263, prior_entropy: 2.5207, recall: 0.9263, relative_absolute_error: 0.2085, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1448, root_relative_squared_error: 0.3921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2781.9444, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, relative_absolute_error: 0.0104, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0047, root_relative_squared_error: 0.0128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2780.373, mean_absolute_error: 0.003, 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: 0.0111, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0118, root_relative_squared_error: 0.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9872, kappa: 0.9843, kb_relative_information_score: 2694.3832, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9873, predictive_accuracy: 0.9871, prior_entropy: 2.5207, recall: 0.9871, relative_absolute_error: 0.0546, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0684, root_relative_squared_error: 0.1853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9608, f_measure: 0.7838, kappa: 0.6903, kb_relative_information_score: 1895.6959, mean_absolute_error: 0.1066, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9092, predictive_accuracy: 0.7403, prior_entropy: 2.5207, recall: 0.7403, relative_absolute_error: 0.3908, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.6137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9468, kappa: 0.9359, kb_relative_information_score: 1844.7427, mean_absolute_error: 0.1377, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9507, predictive_accuracy: 0.9478, prior_entropy: 2.5207, recall: 0.9478, relative_absolute_error: 0.5045, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.5636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9696, kappa: 0.9629, kb_relative_information_score: 2697.8113, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9697, predictive_accuracy: 0.9696, prior_entropy: 2.5207, recall: 0.9696, relative_absolute_error: 0.0371, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1007, root_relative_squared_error: 0.2725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9776, kappa: 0.9729, kb_relative_information_score: 2619.1297, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9788, predictive_accuracy: 0.9778, prior_entropy: 2.5207, recall: 0.9778, relative_absolute_error: 0.0892, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0914, root_relative_squared_error: 0.2476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9575, kappa: 0.948, kb_relative_information_score: 2535.1947, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9578, predictive_accuracy: 0.9574, prior_entropy: 2.5207, recall: 0.9574, relative_absolute_error: 0.1322, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1116, root_relative_squared_error: 0.3021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5755, kappa: 0.0327, kb_relative_information_score: 69.6006, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2593, prior_entropy: 2.5207, recall: 0.2593, relative_absolute_error: 0.9938, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.9972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9843, kappa: 0.9808, kb_relative_information_score: 2691.3087, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9844, predictive_accuracy: 0.9843, prior_entropy: 2.5207, recall: 0.9843, relative_absolute_error: 0.0538, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0723, root_relative_squared_error: 0.1958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9739, kappa: 0.9681, kb_relative_information_score: 2642.7942, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.974, predictive_accuracy: 0.9739, prior_entropy: 2.5207, recall: 0.9739, relative_absolute_error: 0.0766, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0876, root_relative_squared_error: 0.2372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9025, kappa: 0.88, kb_relative_information_score: 2321.2006, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9043, predictive_accuracy: 0.9016, prior_entropy: 2.5207, recall: 0.9016, relative_absolute_error: 0.226, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1557, root_relative_squared_error: 0.4215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.8856, kappa: 0.8373, kb_relative_information_score: 2339.2414, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9432, predictive_accuracy: 0.8652, prior_entropy: 2.5207, recall: 0.8652, relative_absolute_error: 0.1944, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, kb_relative_information_score: 0.5399, mean_absolute_error: 0.2729, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3694, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9661, kappa: 0.9585, kb_relative_information_score: 2585.0146, mean_absolute_error: 0.0295, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9663, predictive_accuracy: 0.966, prior_entropy: 2.5207, recall: 0.966, relative_absolute_error: 0.1082, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0989, root_relative_squared_error: 0.2676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.849, kappa: 0.8135, kb_relative_information_score: 2031.129, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8553, predictive_accuracy: 0.8469, prior_entropy: 2.5207, recall: 0.8469, relative_absolute_error: 0.353, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.198, root_relative_squared_error: 0.5362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9986, kappa: 0.9983, kb_relative_information_score: 2468.2641, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9986, predictive_accuracy: 0.9986, prior_entropy: 2.5207, recall: 0.9986, relative_absolute_error: 0.2194, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0958, root_relative_squared_error: 0.2595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9803, kappa: 0.976, kb_relative_information_score: 125.7179, mean_absolute_error: 0.277, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9805, predictive_accuracy: 0.9803, prior_entropy: 2.5207, recall: 0.9803, relative_absolute_error: 1.0151, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3717, root_relative_squared_error: 1.0062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, kb_relative_information_score: 0.5399, mean_absolute_error: 0.2729, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3694, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9678, kappa: 0.9607, kb_relative_information_score: 2531.2086, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9679, predictive_accuracy: 0.9678, prior_entropy: 2.5207, recall: 0.9678, relative_absolute_error: 0.1448, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1128, root_relative_squared_error: 0.3054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.851, kappa: 0.7911, kb_relative_information_score: 2191.5571, mean_absolute_error: 0.0693, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9156, predictive_accuracy: 0.8265, prior_entropy: 2.5207, recall: 0.8265, relative_absolute_error: 0.2539, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1827, root_relative_squared_error: 0.4946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2534.5447, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, relative_absolute_error: 0.1832, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0685, root_relative_squared_error: 0.1853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9698, kappa: 0.9621, kb_relative_information_score: 2633.0259, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9732, predictive_accuracy: 0.9689, prior_entropy: 2.5207, recall: 0.9689, relative_absolute_error: 0.0848, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0936, root_relative_squared_error: 0.2534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.8851, kappa: 0.8582, kb_relative_information_score: 2312.5448, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.888, predictive_accuracy: 0.8838, prior_entropy: 2.5207, recall: 0.8838, relative_absolute_error: 0.2232, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.161, root_relative_squared_error: 0.4359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5969, kappa: 0.0611, kb_relative_information_score: 171.0598, mean_absolute_error: 0.2674, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2761, prior_entropy: 2.5207, recall: 0.2761, relative_absolute_error: 0.9801, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.9895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6031, kappa: 0.0587, kb_relative_information_score: 169.6683, mean_absolute_error: 0.2675, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2715, prior_entropy: 2.5207, recall: 0.2715, relative_absolute_error: 0.9803, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3657, root_relative_squared_error: 0.9901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, kb_relative_information_score: 0.5399, mean_absolute_error: 0.2729, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3694, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9254, kappa: 0.908, kb_relative_information_score: 2249.7401, mean_absolute_error: 0.0742, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.927, predictive_accuracy: 0.9245, prior_entropy: 2.5207, recall: 0.9245, relative_absolute_error: 0.2719, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1613, root_relative_squared_error: 0.4366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.8712, kappa: 0.8277, kb_relative_information_score: 2291.4168, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9045, predictive_accuracy: 0.8577, prior_entropy: 2.5207, recall: 0.8577, relative_absolute_error: 0.2094, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.4453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9285, kappa: 0.9126, kb_relative_information_score: 2343.9818, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9293, predictive_accuracy: 0.9285, prior_entropy: 2.5207, recall: 0.9285, relative_absolute_error: 0.2277, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1469, root_relative_squared_error: 0.3977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.8891, kappa: 0.863, kb_relative_information_score: 2198.1362, mean_absolute_error: 0.0773, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8915, predictive_accuracy: 0.8877, prior_entropy: 2.5207, recall: 0.8877, relative_absolute_error: 0.2833, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.4714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9812, kappa: 0.9769, kb_relative_information_score: 2678.593, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9814, predictive_accuracy: 0.981, prior_entropy: 2.5207, recall: 0.981, relative_absolute_error: 0.062, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0738, root_relative_squared_error: 0.1999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9854, kappa: 0.9821, kb_relative_information_score: 125.523, mean_absolute_error: 0.277, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9856, predictive_accuracy: 0.9853, prior_entropy: 2.5207, recall: 0.9853, relative_absolute_error: 1.0152, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3717, root_relative_squared_error: 1.0062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8576, f_measure: 0.3555, kappa: 0.2624, kb_relative_information_score: 508.4247, mean_absolute_error: 0.2502, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.4362, predictive_accuracy: 0.4224, prior_entropy: 2.5207, recall: 0.4224, relative_absolute_error: 0.9169, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3493, root_relative_squared_error: 0.9456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2054.8248, mean_absolute_error: 0.1228, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, relative_absolute_error: 0.45, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1862, root_relative_squared_error: 0.5041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9263, kappa: 0.9119, kb_relative_information_score: 1535.1932, mean_absolute_error: 0.1717, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9356, predictive_accuracy: 0.9285, prior_entropy: 2.5207, recall: 0.9285, relative_absolute_error: 0.6292, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2471, root_relative_squared_error: 0.6689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9833, kappa: 0.9795, kb_relative_information_score: 2587.54, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9837, predictive_accuracy: 0.9832, prior_entropy: 2.5207, recall: 0.9832, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0902, root_relative_squared_error: 0.2442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9579, kappa: 0.9481, kb_relative_information_score: 2431.9235, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.959, predictive_accuracy: 0.9574, prior_entropy: 2.5207, recall: 0.9574, relative_absolute_error: 0.1871, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1277, root_relative_squared_error: 0.3458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9113, kappa: 0.8913, kb_relative_information_score: 2387.8485, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9122, predictive_accuracy: 0.9109, prior_entropy: 2.5207, recall: 0.9109, relative_absolute_error: 0.1941, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.3918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2698.5635, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, relative_absolute_error: 0.0712, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.029, root_relative_squared_error: 0.0786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9993, kappa: 0.9991, kb_relative_information_score: 2779.9174, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 2.5207, recall: 0.9993, relative_absolute_error: 0.0111, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0142, root_relative_squared_error: 0.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9872, kappa: 0.9843, kb_relative_information_score: 2694.3832, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9873, predictive_accuracy: 0.9871, prior_entropy: 2.5207, recall: 0.9871, relative_absolute_error: 0.0546, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0684, root_relative_squared_error: 0.1853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9625, kappa: 0.9538, kb_relative_information_score: 143.3256, mean_absolute_error: 0.276, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9654, predictive_accuracy: 0.9621, prior_entropy: 2.5207, recall: 0.9621, relative_absolute_error: 1.0113, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3702, root_relative_squared_error: 1.0024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.8562, kappa: 0.8203, kb_relative_information_score: 1746.1913, mean_absolute_error: 0.1364, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8764, predictive_accuracy: 0.8544, prior_entropy: 2.5207, recall: 0.8544, relative_absolute_error: 0.4999, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.6279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9629, kappa: 0.9546, kb_relative_information_score: 2608.2635, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9632, predictive_accuracy: 0.9628, prior_entropy: 2.5207, recall: 0.9628, relative_absolute_error: 0.0932, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1009, root_relative_squared_error: 0.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9658, kappa: 0.9581, kb_relative_information_score: 2623.0413, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.966, predictive_accuracy: 0.9657, prior_entropy: 2.5207, recall: 0.9657, relative_absolute_error: 0.0847, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.2556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9878, kappa: 0.9851, kb_relative_information_score: 2504.2416, mean_absolute_error: 0.0512, 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: 0.1875, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.2458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.8771, kappa: 0.8245, kb_relative_information_score: 2295.3746, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9414, predictive_accuracy: 0.8544, prior_entropy: 2.5207, recall: 0.8544, relative_absolute_error: 0.2127, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1672, root_relative_squared_error: 0.4527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.537, f_measure: 0.1218, kappa: 0.0162, kb_relative_information_score: 49.5911, mean_absolute_error: 0.2718, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.1197, predictive_accuracy: 0.25, prior_entropy: 2.5207, recall: 0.25, relative_absolute_error: 0.9962, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3685, root_relative_squared_error: 0.9977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2780.269, mean_absolute_error: 0.0031, 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: 0.0112, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0129, root_relative_squared_error: 0.0349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9852, kappa: 0.9816, kb_relative_information_score: 2705.511, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9861, predictive_accuracy: 0.985, prior_entropy: 2.5207, recall: 0.985, relative_absolute_error: 0.043, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0631, root_relative_squared_error: 0.1709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.937, f_measure: 0.7589, kappa: 0.6978, kb_relative_information_score: 129.6817, mean_absolute_error: 0.2764, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8351, predictive_accuracy: 0.7568, prior_entropy: 2.5207, recall: 0.7568, relative_absolute_error: 1.0131, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3709, root_relative_squared_error: 1.0041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.935, f_measure: 0.751, kappa: 0.685, kb_relative_information_score: 137.5617, mean_absolute_error: 0.2757, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8222, predictive_accuracy: 0.7468, prior_entropy: 2.5207, recall: 0.7468, relative_absolute_error: 1.0103, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3699, root_relative_squared_error: 1.0014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.862, kappa: 0.8177, kb_relative_information_score: 2258.9999, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8939, predictive_accuracy: 0.8498, prior_entropy: 2.5207, recall: 0.8498, relative_absolute_error: 0.2222, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1697, root_relative_squared_error: 0.4595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1419.6984, mean_absolute_error: 0.192, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, relative_absolute_error: 0.7037, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.258, root_relative_squared_error: 0.6985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8451, f_measure: 0.2687, kappa: 0.1688, kb_relative_information_score: 356.1601, mean_absolute_error: 0.2578, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.329, predictive_accuracy: 0.353, prior_entropy: 2.5207, recall: 0.353, relative_absolute_error: 0.9449, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3566, root_relative_squared_error: 0.9654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9901, kappa: 0.9878, kb_relative_information_score: 2745.9568, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9906, predictive_accuracy: 0.99, prior_entropy: 2.5207, recall: 0.99, relative_absolute_error: 0.0264, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.1431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.965, kappa: 0.9572, kb_relative_information_score: 2566.8604, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9652, predictive_accuracy: 0.9649, prior_entropy: 2.5207, recall: 0.9649, relative_absolute_error: 0.1289, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0989, root_relative_squared_error: 0.2676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9589, kappa: 0.9501, kb_relative_information_score: 131.2585, mean_absolute_error: 0.2766, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9593, predictive_accuracy: 0.9592, prior_entropy: 2.5207, recall: 0.9592, relative_absolute_error: 1.0137, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3711, root_relative_squared_error: 1.0047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2284.0056, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, relative_absolute_error: 0.3315, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.3865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9593, kappa: 0.9502, kb_relative_information_score: 2545.5698, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9596, predictive_accuracy: 0.9592, prior_entropy: 2.5207, recall: 0.9592, relative_absolute_error: 0.1369, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1068, root_relative_squared_error: 0.289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.985, kappa: 0.9817, kb_relative_information_score: 2699.1622, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.985, predictive_accuracy: 0.985, prior_entropy: 2.5207, recall: 0.985, relative_absolute_error: 0.0507, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0688, root_relative_squared_error: 0.1863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, kb_relative_information_score: 0.5399, mean_absolute_error: 0.2729, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3694, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9836, kappa: 0.9799, kb_relative_information_score: 2685.4795, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9838, predictive_accuracy: 0.9835, prior_entropy: 2.5207, recall: 0.9835, relative_absolute_error: 0.0571, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0738, root_relative_squared_error: 0.1997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9175, kappa: 0.8987, kb_relative_information_score: 2232.6772, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9191, predictive_accuracy: 0.917, prior_entropy: 2.5207, recall: 0.917, relative_absolute_error: 0.2824, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1644, root_relative_squared_error: 0.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9296, kappa: 0.9123, kb_relative_information_score: 149.8134, mean_absolute_error: 0.2749, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9353, predictive_accuracy: 0.9285, prior_entropy: 2.5207, recall: 0.9285, relative_absolute_error: 1.0076, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3689, root_relative_squared_error: 0.9987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9148, kappa: 0.894, kb_relative_information_score: 2405.4087, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9184, predictive_accuracy: 0.9131, prior_entropy: 2.5207, recall: 0.9131, relative_absolute_error: 0.1811, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1416, root_relative_squared_error: 0.3833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.7895, kappa: 0.7149, kb_relative_information_score: 1963.7286, mean_absolute_error: 0.0912, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8592, predictive_accuracy: 0.7643, prior_entropy: 2.5207, recall: 0.7643, relative_absolute_error: 0.3341, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.5697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2781.991, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, relative_absolute_error: 0.0104, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0042, root_relative_squared_error: 0.0114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 136.6079, mean_absolute_error: 0.2762, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, relative_absolute_error: 1.0122, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3706, root_relative_squared_error: 1.0032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2781.9432, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, relative_absolute_error: 0.0104, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0041, root_relative_squared_error: 0.0112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.867, kappa: 0.5687, kb_relative_information_score: 532.7095, mean_absolute_error: 0.2528, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.6567, prior_entropy: 2.5207, recall: 0.6567, relative_absolute_error: 0.9265, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3478, root_relative_squared_error: 0.9416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9602, kappa: 0.9507, kb_relative_information_score: 2470.4215, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9617, predictive_accuracy: 0.9596, prior_entropy: 2.5207, recall: 0.9596, relative_absolute_error: 0.1649, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1221, root_relative_squared_error: 0.3307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9563, kappa: 0.9471, kb_relative_information_score: 126.9598, mean_absolute_error: 0.2769, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9575, predictive_accuracy: 0.9567, prior_entropy: 2.5207, recall: 0.9567, relative_absolute_error: 1.0148, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3715, root_relative_squared_error: 1.0058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.8761, kappa: 0.8473, kb_relative_information_score: 2200.3161, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8785, predictive_accuracy: 0.8748, prior_entropy: 2.5207, recall: 0.8748, relative_absolute_error: 0.2763, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1756, root_relative_squared_error: 0.4755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9633, kappa: 0.955, kb_relative_information_score: 2523.9551, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9639, predictive_accuracy: 0.9632, prior_entropy: 2.5207, recall: 0.9632, relative_absolute_error: 0.1415, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1116, root_relative_squared_error: 0.3021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9982, kappa: 0.9978, kb_relative_information_score: 2249.2182, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9982, predictive_accuracy: 0.9982, prior_entropy: 2.5207, recall: 0.9982, relative_absolute_error: 0.3495, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.3959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9217, kappa: 0.8987, kb_relative_information_score: 2448.5678, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9352, predictive_accuracy: 0.9167, prior_entropy: 2.5207, recall: 0.9167, relative_absolute_error: 0.149, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1352, root_relative_squared_error: 0.3661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6298, kappa: 0.0356, kb_relative_information_score: 76.4809, mean_absolute_error: 0.2706, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2614, prior_entropy: 2.5207, recall: 0.2614, relative_absolute_error: 0.9917, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3672, root_relative_squared_error: 0.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 1, kappa: 1, kb_relative_information_score: 130.7954, mean_absolute_error: 0.2766, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, relative_absolute_error: 1.0138, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3712, root_relative_squared_error: 1.0048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.8481, kappa: 0.8119, kb_relative_information_score: 2023.0589, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8544, predictive_accuracy: 0.8455, prior_entropy: 2.5207, recall: 0.8455, relative_absolute_error: 0.3565, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1989, root_relative_squared_error: 0.5386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9853, kappa: 0.9821, kb_relative_information_score: 2707.4362, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9854, predictive_accuracy: 0.9853, prior_entropy: 2.5207, recall: 0.9853, relative_absolute_error: 0.0457, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0668, root_relative_squared_error: 0.1808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5287, kappa: 0.0364, kb_relative_information_score: 83.6255, mean_absolute_error: 0.2706, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2632, prior_entropy: 2.5207, recall: 0.2632, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3681, root_relative_squared_error: 0.9966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9404, kappa: 0.9263, kb_relative_information_score: 2410.7279, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9424, predictive_accuracy: 0.9396, prior_entropy: 2.5207, recall: 0.9396, relative_absolute_error: 0.1896, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1361, root_relative_squared_error: 0.3686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9857, kappa: 0.9825, kb_relative_information_score: 2699.6914, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.986, predictive_accuracy: 0.9857, prior_entropy: 2.5207, recall: 0.9857, relative_absolute_error: 0.0513, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.068, root_relative_squared_error: 0.1841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9993, kappa: 0.9991, kb_relative_information_score: 2778.6028, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 2.5207, recall: 0.9993, relative_absolute_error: 0.012, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0145, root_relative_squared_error: 0.0393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9504, kappa: 0.9392, kb_relative_information_score: 2429.0324, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.951, predictive_accuracy: 0.9503, prior_entropy: 2.5207, recall: 0.9503, relative_absolute_error: 0.1891, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1316, root_relative_squared_error: 0.3564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, kb_relative_information_score: 0.5399, mean_absolute_error: 0.2729, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3694, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, kb_relative_information_score: 0.5399, mean_absolute_error: 0.2729, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3694, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9986, kappa: 0.9983, kb_relative_information_score: 2763.4705, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9986, predictive_accuracy: 0.9986, prior_entropy: 2.5207, recall: 0.9986, relative_absolute_error: 0.0224, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0217, root_relative_squared_error: 0.0589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9398, kappa: 0.9245, kb_relative_information_score: 2538.0091, mean_absolute_error: 0.0358, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9499, predictive_accuracy: 0.9378, prior_entropy: 2.5207, recall: 0.9378, relative_absolute_error: 0.1313, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1205, root_relative_squared_error: 0.3262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9484, kappa: 0.9367, kb_relative_information_score: 2477.202, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9494, predictive_accuracy: 0.9481, prior_entropy: 2.5207, recall: 0.9481, relative_absolute_error: 0.1587, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.124, root_relative_squared_error: 0.3358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2781.1744, mean_absolute_error: 0.003, 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: 0.0108, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0082, root_relative_squared_error: 0.0222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9216, kappa: 0.9027, kb_relative_information_score: 2418.8599, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9257, predictive_accuracy: 0.9202, prior_entropy: 2.5207, recall: 0.9202, relative_absolute_error: 0.1731, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1385, root_relative_squared_error: 0.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9361, kappa: 0.921, kb_relative_information_score: 2485.3622, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9385, predictive_accuracy: 0.9353, prior_entropy: 2.5207, recall: 0.9353, relative_absolute_error: 0.1468, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1258, root_relative_squared_error: 0.3406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2780.5806, mean_absolute_error: 0.003, 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: 0.011, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0107, root_relative_squared_error: 0.029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5872, kappa: 0.0261, kb_relative_information_score: 116.2421, mean_absolute_error: 0.2699, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.255, prior_entropy: 2.5207, recall: 0.255, relative_absolute_error: 0.9892, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3666, root_relative_squared_error: 0.9926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6931, f_measure: 0.3268, kappa: 0.1878, kb_relative_information_score: 451.6946, mean_absolute_error: 0.2442, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.4694, predictive_accuracy: 0.3677, prior_entropy: 2.5207, recall: 0.3677, relative_absolute_error: 0.895, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3463, root_relative_squared_error: 0.9376,

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