OpenML
Supervised Classification on cjs

Supervised Classification on cjs

Task 14967 Supervised Classification cjs 10695 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:

10695 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: 0.9996, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2780.8409, 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: 0.0109, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0117, root_relative_squared_error: 0.0316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9265, kappa: 0.9092, kb_relative_information_score: 2280.0383, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9279, predictive_accuracy: 0.9256, prior_entropy: 2.5207, recall: 0.9256, relative_absolute_error: 0.25, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1586, root_relative_squared_error: 0.4294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9357, kappa: 0.9202, kb_relative_information_score: 2389.4601, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9383, predictive_accuracy: 0.9345, prior_entropy: 2.5207, recall: 0.9345, relative_absolute_error: 0.1987, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1406, root_relative_squared_error: 0.3807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9833, kappa: 0.9795, kb_relative_information_score: 2586.5544, mean_absolute_error: 0.0324, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9838, predictive_accuracy: 0.9832, prior_entropy: 2.5207, recall: 0.9832, relative_absolute_error: 0.1187, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0902, root_relative_squared_error: 0.2441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.7585, kappa: 0.6732, kb_relative_information_score: 1824.355, mean_absolute_error: 0.1057, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9045, predictive_accuracy: 0.731, prior_entropy: 2.5207, recall: 0.731, relative_absolute_error: 0.3874, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2262, root_relative_squared_error: 0.6125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9553, kappa: 0.945, kb_relative_information_score: 2468.4011, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9562, predictive_accuracy: 0.9549, prior_entropy: 2.5207, recall: 0.9549, relative_absolute_error: 0.1672, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1218, root_relative_squared_error: 0.3298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9526, f_measure: 0.8352, kappa: 0.8015, kb_relative_information_score: 1750.8495, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8365, predictive_accuracy: 0.8376, prior_entropy: 2.5207, recall: 0.8376, relative_absolute_error: 0.5136, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2295, root_relative_squared_error: 0.6213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9797, kappa: 0.9746, kb_relative_information_score: 2688.161, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9814, predictive_accuracy: 0.9793, prior_entropy: 2.5207, recall: 0.9793, relative_absolute_error: 0.0499, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0698, root_relative_squared_error: 0.1889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6098, f_measure: 0.2566, kappa: 0.1309, kb_relative_information_score: 232.1183, mean_absolute_error: 0.2685, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2831, predictive_accuracy: 0.2929, prior_entropy: 2.5207, recall: 0.2929, relative_absolute_error: 0.9838, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3657, root_relative_squared_error: 0.9902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9989, kappa: 0.9987, kb_relative_information_score: 2776.324, mean_absolute_error: 0.0037, 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: 0.0137, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0158, root_relative_squared_error: 0.0427,
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: 1, f_measure: 0.9986, kappa: 0.9983, kb_relative_information_score: 2773.4829, mean_absolute_error: 0.0041, 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: 0.0152, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0216, root_relative_squared_error: 0.0585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9878, kappa: 0.9851, kb_relative_information_score: 2696.6641, mean_absolute_error: 0.0146, 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: 0.0535, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0682, root_relative_squared_error: 0.1847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9315, kappa: 0.9158, kb_relative_information_score: 2358.6318, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9323, predictive_accuracy: 0.931, prior_entropy: 2.5207, recall: 0.931, relative_absolute_error: 0.2162, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.146, root_relative_squared_error: 0.3952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9968, kappa: 0.9961, kb_relative_information_score: 147.0639, mean_absolute_error: 0.2757, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9968, predictive_accuracy: 0.9968, prior_entropy: 2.5207, recall: 0.9968, 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: 0.9992, f_measure: 0.9982, kappa: 0.9978, kb_relative_information_score: 2771.729, mean_absolute_error: 0.0046, 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: 0.0168, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0207, root_relative_squared_error: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9783, kappa: 0.973, kb_relative_information_score: 2715.1075, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9801, predictive_accuracy: 0.9778, prior_entropy: 2.5207, recall: 0.9778, relative_absolute_error: 0.0384, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.074, root_relative_squared_error: 0.2003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9957, kappa: 0.9948, kb_relative_information_score: 2763.8856, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9957, predictive_accuracy: 0.9957, prior_entropy: 2.5207, recall: 0.9957, relative_absolute_error: 0.0192, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0315, root_relative_squared_error: 0.0853,
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: 0.9996, f_measure: 0.9886, kappa: 0.986, kb_relative_information_score: 2659.3499, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9887, predictive_accuracy: 0.9886, prior_entropy: 2.5207, recall: 0.9886, relative_absolute_error: 0.077, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0747, root_relative_squared_error: 0.2021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.8771, kappa: 0.8483, kb_relative_information_score: 2098.0686, mean_absolute_error: 0.0902, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8807, predictive_accuracy: 0.8755, prior_entropy: 2.5207, recall: 0.8755, relative_absolute_error: 0.3306, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1878, root_relative_squared_error: 0.5085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9386, kappa: 0.9245, kb_relative_information_score: 2420.1627, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9399, predictive_accuracy: 0.9381, prior_entropy: 2.5207, recall: 0.9381, relative_absolute_error: 0.1855, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1355, root_relative_squared_error: 0.3669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.8534, kappa: 0.8212, kb_relative_information_score: 1652.7891, mean_absolute_error: 0.1502, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8632, predictive_accuracy: 0.8541, prior_entropy: 2.5207, recall: 0.8541, relative_absolute_error: 0.5506, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.6348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9993, kappa: 0.9991, kb_relative_information_score: 2663.2549, mean_absolute_error: 0.026, 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: 0.0954, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0505, root_relative_squared_error: 0.1366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9989, kappa: 0.9987, kb_relative_information_score: 2759.2422, mean_absolute_error: 0.007, 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: 0.0257, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0217, root_relative_squared_error: 0.0587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, f_measure: 0.8329, kappa: 0.7947, kb_relative_information_score: 144.2414, mean_absolute_error: 0.2759, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8502, predictive_accuracy: 0.8312, prior_entropy: 2.5207, recall: 0.8312, relative_absolute_error: 1.0112, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3702, root_relative_squared_error: 1.0023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5457, kappa: 0.0119, kb_relative_information_score: 144.0726, mean_absolute_error: 0.2708, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2361, prior_entropy: 2.5207, recall: 0.2361, relative_absolute_error: 0.9925, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3713, root_relative_squared_error: 1.0053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.8427, kappa: 0.7995, kb_relative_information_score: 2216.8607, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8616, predictive_accuracy: 0.8355, prior_entropy: 2.5207, recall: 0.8355, relative_absolute_error: 0.2524, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.4814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9366, kappa: 0.92, kb_relative_information_score: 2532.7267, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9455, predictive_accuracy: 0.9349, prior_entropy: 2.5207, recall: 0.9349, relative_absolute_error: 0.104, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1132, root_relative_squared_error: 0.3065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9176, f_measure: 0.4915, kappa: 0.3954, kb_relative_information_score: 1065.4945, mean_absolute_error: 0.1935, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7787, predictive_accuracy: 0.4857, prior_entropy: 2.5207, recall: 0.4857, relative_absolute_error: 0.7093, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3208, root_relative_squared_error: 0.8684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9986, kappa: 0.9983, kb_relative_information_score: 2765.279, mean_absolute_error: 0.0058, 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: 0.0212, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0207, root_relative_squared_error: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9056, kappa: 0.8842, kb_relative_information_score: 2207.9815, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9073, predictive_accuracy: 0.9052, prior_entropy: 2.5207, recall: 0.9052, relative_absolute_error: 0.2896, 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: 0.9941, f_measure: 0.9428, kappa: 0.9297, kb_relative_information_score: 2316.8452, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9439, predictive_accuracy: 0.9424, prior_entropy: 2.5207, recall: 0.9424, relative_absolute_error: 0.2476, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1494, root_relative_squared_error: 0.4045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9415, kappa: 0.9284, kb_relative_information_score: 2587.4339, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.942, predictive_accuracy: 0.9413, prior_entropy: 2.5207, recall: 0.9413, relative_absolute_error: 0.0929, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1147, root_relative_squared_error: 0.3105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.982, kappa: 0.9777, kb_relative_information_score: 2610.0484, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9827, predictive_accuracy: 0.9818, prior_entropy: 2.5207, recall: 0.9818, relative_absolute_error: 0.1025, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0861, root_relative_squared_error: 0.233,
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: 0.9969, f_measure: 0.9506, kappa: 0.9393, kb_relative_information_score: 2431.6055, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9519, predictive_accuracy: 0.9503, prior_entropy: 2.5207, recall: 0.9503, relative_absolute_error: 0.186, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.3477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2780.6238, 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: 0.0105, root_relative_squared_error: 0.0284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9946, kappa: 0.9934, kb_relative_information_score: 2757.2743, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9947, predictive_accuracy: 0.9946, prior_entropy: 2.5207, recall: 0.9946, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0368, root_relative_squared_error: 0.0996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.7396, kappa: 0.6934, kb_relative_information_score: 1248.9379, mean_absolute_error: 0.1931, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7386, predictive_accuracy: 0.7514, prior_entropy: 2.5207, recall: 0.7514, relative_absolute_error: 0.7077, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2837, root_relative_squared_error: 0.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9293, kappa: 0.9123, kb_relative_information_score: 2380.6673, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9318, predictive_accuracy: 0.9281, prior_entropy: 2.5207, recall: 0.9281, relative_absolute_error: 0.1963, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1438, root_relative_squared_error: 0.3894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9832, kappa: 0.9795, kb_relative_information_score: 121.9362, mean_absolute_error: 0.2772, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9833, predictive_accuracy: 0.9832, prior_entropy: 2.5207, recall: 0.9832, relative_absolute_error: 1.0159, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3719, root_relative_squared_error: 1.0069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.91, f_measure: 0.3675, kappa: 0.3087, kb_relative_information_score: 348.169, mean_absolute_error: 0.2568, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.5481, predictive_accuracy: 0.466, prior_entropy: 2.5207, recall: 0.466, relative_absolute_error: 0.941, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3498, root_relative_squared_error: 0.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9061, kappa: 0.8862, kb_relative_information_score: 120.2314, mean_absolute_error: 0.2773, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9141, predictive_accuracy: 0.907, prior_entropy: 2.5207, recall: 0.907, relative_absolute_error: 1.0162, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.372, root_relative_squared_error: 1.0072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9355, f_measure: 0.7225, kappa: 0.6717, kb_relative_information_score: 1422.8025, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7749, predictive_accuracy: 0.7361, prior_entropy: 2.5207, recall: 0.7361, relative_absolute_error: 0.6217, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2673, root_relative_squared_error: 0.7236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2777.8133, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, relative_absolute_error: 0.0136, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0052, root_relative_squared_error: 0.0142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9961, kappa: 0.9952, kb_relative_information_score: 2765.1994, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9961, predictive_accuracy: 0.9961, prior_entropy: 2.5207, recall: 0.9961, relative_absolute_error: 0.0187, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0302, root_relative_squared_error: 0.0817,
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: 0.9771, f_measure: 0.8358, kappa: 0.7969, kb_relative_information_score: 2041.2178, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8413, predictive_accuracy: 0.8333, prior_entropy: 2.5207, recall: 0.8333, relative_absolute_error: 0.3439, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.5376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6023, kappa: 0.0562, kb_relative_information_score: 161.2636, mean_absolute_error: 0.2679, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2715, prior_entropy: 2.5207, recall: 0.2715, relative_absolute_error: 0.9818, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3657, root_relative_squared_error: 0.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9946, kappa: 0.9934, kb_relative_information_score: 2718.5624, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9947, predictive_accuracy: 0.9946, prior_entropy: 2.5207, recall: 0.9946, relative_absolute_error: 0.0507, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0426, root_relative_squared_error: 0.1152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9215, kappa: 0.8991, kb_relative_information_score: 2455.5514, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.934, predictive_accuracy: 0.917, prior_entropy: 2.5207, recall: 0.917, relative_absolute_error: 0.1463, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1336, root_relative_squared_error: 0.3617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5518, f_measure: 0.135, kappa: 0.0237, kb_relative_information_score: 45.5682, mean_absolute_error: 0.2717, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.1847, predictive_accuracy: 0.2543, prior_entropy: 2.5207, recall: 0.2543, relative_absolute_error: 0.9958, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3682, root_relative_squared_error: 0.9968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9672, kappa: 0.9602, kb_relative_information_score: 135.233, mean_absolute_error: 0.2764, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9674, predictive_accuracy: 0.9675, prior_entropy: 2.5207, recall: 0.9675, relative_absolute_error: 1.0128, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3708, root_relative_squared_error: 1.0038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9784, kappa: 0.9725, kb_relative_information_score: 2706.173, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9813, predictive_accuracy: 0.9775, prior_entropy: 2.5207, recall: 0.9775, relative_absolute_error: 0.0449, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0787, root_relative_squared_error: 0.2129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2780.5636, 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: 0.0095, root_relative_squared_error: 0.0258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9265, f_measure: 0.7276, kappa: 0.6306, kb_relative_information_score: 1727.0352, mean_absolute_error: 0.1162, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8474, predictive_accuracy: 0.6949, prior_entropy: 2.5207, recall: 0.6949, relative_absolute_error: 0.426, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2375, root_relative_squared_error: 0.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9687, kappa: 0.9616, kb_relative_information_score: 2223.2739, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9692, predictive_accuracy: 0.9685, prior_entropy: 2.5207, recall: 0.9685, relative_absolute_error: 0.3119, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.4189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9979, kappa: 0.9974, kb_relative_information_score: 2771.9866, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9979, predictive_accuracy: 0.9979, prior_entropy: 2.5207, recall: 0.9979, relative_absolute_error: 0.0158, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0237, root_relative_squared_error: 0.0643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5678, kappa: 0.0037, kb_relative_information_score: 80.8481, mean_absolute_error: 0.2713, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2446, prior_entropy: 2.5207, recall: 0.2446, relative_absolute_error: 0.9942, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.368, root_relative_squared_error: 0.9964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9339, kappa: 0.9188, kb_relative_information_score: 2525.5166, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9348, predictive_accuracy: 0.9335, prior_entropy: 2.5207, recall: 0.9335, relative_absolute_error: 0.1258, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1215, root_relative_squared_error: 0.3288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9727, kappa: 0.966, kb_relative_information_score: 2663.2145, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9752, predictive_accuracy: 0.9721, prior_entropy: 2.5207, recall: 0.9721, relative_absolute_error: 0.0686, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0842, root_relative_squared_error: 0.2278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9936, kappa: 0.9921, kb_relative_information_score: 2746.6044, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9937, predictive_accuracy: 0.9936, prior_entropy: 2.5207, recall: 0.9936, relative_absolute_error: 0.029, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0417, root_relative_squared_error: 0.1128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.8546, kappa: 0.8132, kb_relative_information_score: 2253.0242, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8725, predictive_accuracy: 0.8466, prior_entropy: 2.5207, recall: 0.8466, relative_absolute_error: 0.236, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1728, root_relative_squared_error: 0.4679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2780.0953, 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: 0.0114, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.012, root_relative_squared_error: 0.0325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5542, kappa: 0.0063, kb_relative_information_score: 20.847, mean_absolute_error: 0.2725, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2464, prior_entropy: 2.5207, recall: 0.2464, relative_absolute_error: 0.9986, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3692, root_relative_squared_error: 0.9995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9553, kappa: 0.9454, kb_relative_information_score: 2456.4244, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9559, predictive_accuracy: 0.9553, prior_entropy: 2.5207, recall: 0.9553, relative_absolute_error: 0.1774, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.3393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9585, kappa: 0.9493, kb_relative_information_score: 2527.3061, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9589, predictive_accuracy: 0.9585, prior_entropy: 2.5207, recall: 0.9585, relative_absolute_error: 0.1374, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1124, root_relative_squared_error: 0.3044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9982, kappa: 0.9978, kb_relative_information_score: 2772.1662, mean_absolute_error: 0.0043, 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: 0.0156, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0229, root_relative_squared_error: 0.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6991, f_measure: 0.2066, kappa: 0.0779, kb_relative_information_score: 175.1601, mean_absolute_error: 0.2646, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.4943, predictive_accuracy: 0.2929, prior_entropy: 2.5207, recall: 0.2929, relative_absolute_error: 0.9697, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3617, root_relative_squared_error: 0.9792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9284, kappa: 0.9066, kb_relative_information_score: 2483.6745, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9427, predictive_accuracy: 0.9231, prior_entropy: 2.5207, recall: 0.9231, relative_absolute_error: 0.1343, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1274, root_relative_squared_error: 0.3449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9755, kappa: 0.9699, kb_relative_information_score: 2591.8832, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9762, predictive_accuracy: 0.9753, prior_entropy: 2.5207, recall: 0.9753, relative_absolute_error: 0.1087, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.2579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9553, f_measure: 0.8304, kappa: 0.7886, kb_relative_information_score: 120.817, mean_absolute_error: 0.2772, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8682, predictive_accuracy: 0.8283, prior_entropy: 2.5207, recall: 0.8283, relative_absolute_error: 1.016, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.372, root_relative_squared_error: 1.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9654, kappa: 0.9576, kb_relative_information_score: 2472.3152, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.966, predictive_accuracy: 0.9653, prior_entropy: 2.5207, recall: 0.9653, relative_absolute_error: 0.1729, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.8621, kappa: 0.8298, kb_relative_information_score: 2150.1263, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8678, predictive_accuracy: 0.8602, prior_entropy: 2.5207, recall: 0.8602, relative_absolute_error: 0.2982, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1824, root_relative_squared_error: 0.4939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6185, kappa: 0.0394, kb_relative_information_score: 112.2987, mean_absolute_error: 0.2696, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2618, prior_entropy: 2.5207, recall: 0.2618, relative_absolute_error: 0.988, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3677, root_relative_squared_error: 0.9956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.932, kappa: 0.9163, kb_relative_information_score: 2495.3432, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9336, predictive_accuracy: 0.9313, prior_entropy: 2.5207, recall: 0.9313, relative_absolute_error: 0.1405, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1255, root_relative_squared_error: 0.3397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9643, kappa: 0.9563, kb_relative_information_score: 2495.8607, mean_absolute_error: 0.0436, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9647, predictive_accuracy: 0.9642, prior_entropy: 2.5207, recall: 0.9642, relative_absolute_error: 0.1599, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1174, root_relative_squared_error: 0.3178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2781.9762, 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: 0.0113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9766, f_measure: 0.8451, kappa: 0.8091, kb_relative_information_score: 1963.0901, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8522, predictive_accuracy: 0.8433, prior_entropy: 2.5207, recall: 0.8433, relative_absolute_error: 0.389, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2043, root_relative_squared_error: 0.5531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9971, kappa: 0.9965, kb_relative_information_score: 147.2372, mean_absolute_error: 0.2756, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 2.5207, recall: 0.9971, relative_absolute_error: 1.0101, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3698, root_relative_squared_error: 1.0012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9613, kappa: 0.9491, kb_relative_information_score: 2613.329, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9707, predictive_accuracy: 0.9582, prior_entropy: 2.5207, recall: 0.9582, relative_absolute_error: 0.0806, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.2604,
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: 0.994, f_measure: 0.9171, kappa: 0.8971, kb_relative_information_score: 2408.0899, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9204, predictive_accuracy: 0.9156, prior_entropy: 2.5207, recall: 0.9156, relative_absolute_error: 0.1822, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1408, root_relative_squared_error: 0.3812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9008, kappa: 0.8785, kb_relative_information_score: 1978.8852, mean_absolute_error: 0.1102, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9039, predictive_accuracy: 0.9006, prior_entropy: 2.5207, recall: 0.9006, relative_absolute_error: 0.4037, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1963, root_relative_squared_error: 0.5315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.611, kappa: 0.0038, kb_relative_information_score: 64.2489, mean_absolute_error: 0.2721, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2403, prior_entropy: 2.5207, recall: 0.2403, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3687, root_relative_squared_error: 0.9982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.7956, kappa: 0.7216, kb_relative_information_score: 1992.0959, mean_absolute_error: 0.0897, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8587, predictive_accuracy: 0.7697, prior_entropy: 2.5207, recall: 0.7697, relative_absolute_error: 0.3286, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.5627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.8652, kappa: 0.8336, kb_relative_information_score: 2103.6911, mean_absolute_error: 0.0886, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8693, predictive_accuracy: 0.8634, prior_entropy: 2.5207, recall: 0.8634, relative_absolute_error: 0.3247, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.188, root_relative_squared_error: 0.5091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, f_measure: 0.8383, kappa: 0.7985, kb_relative_information_score: 120.7588, mean_absolute_error: 0.2773, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8742, predictive_accuracy: 0.8362, prior_entropy: 2.5207, recall: 0.8362, relative_absolute_error: 1.016, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.372, root_relative_squared_error: 1.0071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9101, kappa: 0.8887, kb_relative_information_score: 2325.7167, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9132, predictive_accuracy: 0.9088, prior_entropy: 2.5207, recall: 0.9088, relative_absolute_error: 0.2244, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1538, root_relative_squared_error: 0.4164,
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: 0.9953, f_measure: 0.9729, kappa: 0.966, kb_relative_information_score: 2663.4701, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9756, predictive_accuracy: 0.9721, prior_entropy: 2.5207, recall: 0.9721, relative_absolute_error: 0.068, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0861, root_relative_squared_error: 0.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.7976, kappa: 0.728, kb_relative_information_score: 1996.626, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8746, predictive_accuracy: 0.7761, prior_entropy: 2.5207, recall: 0.7761, relative_absolute_error: 0.3274, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.5619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9975, kappa: 0.9969, kb_relative_information_score: 2657.9359, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9975, predictive_accuracy: 0.9975, prior_entropy: 2.5207, recall: 0.9975, relative_absolute_error: 0.0969, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0559, root_relative_squared_error: 0.1514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9741, kappa: 0.9677, kb_relative_information_score: 2666.3765, mean_absolute_error: 0.0183, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9762, predictive_accuracy: 0.9735, prior_entropy: 2.5207, recall: 0.9735, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.2245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.973, kappa: 0.9672, kb_relative_information_score: 145.5341, mean_absolute_error: 0.2756, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9737, predictive_accuracy: 0.9732, prior_entropy: 2.5207, recall: 0.9732, relative_absolute_error: 1.0101, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3698, root_relative_squared_error: 1.0012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9857, kappa: 0.9825, kb_relative_information_score: 2701.8976, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9859, predictive_accuracy: 0.9857, prior_entropy: 2.5207, recall: 0.9857, relative_absolute_error: 0.0504, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0669, root_relative_squared_error: 0.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5462, kappa: 0.0346, kb_relative_information_score: 97.4944, mean_absolute_error: 0.2697, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2618, prior_entropy: 2.5207, recall: 0.2618, relative_absolute_error: 0.9883, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.367, root_relative_squared_error: 0.9936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6356, kappa: 0.0793, kb_relative_information_score: 217.4289, mean_absolute_error: 0.266, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2868, prior_entropy: 2.5207, recall: 0.2868, relative_absolute_error: 0.9749, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3645, root_relative_squared_error: 0.9869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.8657, kappa: 0.8337, kb_relative_information_score: 2134.4618, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8721, predictive_accuracy: 0.8634, prior_entropy: 2.5207, recall: 0.8634, relative_absolute_error: 0.3098, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1832, root_relative_squared_error: 0.496,

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