OpenML
Supervised Classification on first-order-theorem-proving

Supervised Classification on first-order-theorem-proving

Task 9985 Supervised Classification first-order-theorem-proving 18740 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
Issue #Downvotes for this reason By


Metric:

18740 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: 0.7865, f_measure: 0.5372, kappa: 0.3847, kb_relative_information_score: 2537.7156, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5357, predictive_accuracy: 0.5399, prior_entropy: 2.3005, recall: 0.5399, relative_absolute_error: 0.6617, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.9338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6807, kappa: 0.0968, kb_relative_information_score: 670.5518, mean_absolute_error: 0.2384, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4462, prior_entropy: 2.3005, recall: 0.4462, relative_absolute_error: 0.9507, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.343, root_relative_squared_error: 0.9689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7716, f_measure: 0.498, kappa: 0.3294, kb_relative_information_score: 1459.3541, mean_absolute_error: 0.2153, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5062, predictive_accuracy: 0.5353, prior_entropy: 2.3005, recall: 0.5353, relative_absolute_error: 0.8585, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3234, root_relative_squared_error: 0.9134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6935, kappa: 0.1175, kb_relative_information_score: 807.668, mean_absolute_error: 0.2347, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4529, prior_entropy: 2.3005, recall: 0.4529, relative_absolute_error: 0.9357, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3407, root_relative_squared_error: 0.9621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8219, f_measure: 0.5153, kappa: 0.3551, kb_relative_information_score: 1538.3515, mean_absolute_error: 0.2116, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5397, predictive_accuracy: 0.5598, prior_entropy: 2.3005, recall: 0.5598, relative_absolute_error: 0.8436, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3153, root_relative_squared_error: 0.8905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.69, f_measure: 0.3213, kappa: 0.0934, kb_relative_information_score: 719.7148, mean_absolute_error: 0.2377, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4174, predictive_accuracy: 0.4498, prior_entropy: 2.3005, recall: 0.4498, relative_absolute_error: 0.9479, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3428, root_relative_squared_error: 0.9682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8181, f_measure: 0.48, kappa: 0.325, kb_relative_information_score: 1566.5968, mean_absolute_error: 0.2129, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4936, predictive_accuracy: 0.5407, prior_entropy: 2.3005, recall: 0.5407, relative_absolute_error: 0.8491, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.317, root_relative_squared_error: 0.8952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.687, kappa: 0.0898, kb_relative_information_score: 702.171, mean_absolute_error: 0.2376, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4431, prior_entropy: 2.3005, recall: 0.4431, relative_absolute_error: 0.9474, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3435, root_relative_squared_error: 0.9701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6833, kappa: 0.0963, kb_relative_information_score: 680.2994, mean_absolute_error: 0.2379, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4466, prior_entropy: 2.3005, recall: 0.4466, relative_absolute_error: 0.9485, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3428, root_relative_squared_error: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6801, kappa: 0.1011, kb_relative_information_score: 785.3969, mean_absolute_error: 0.232, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4474, prior_entropy: 2.3005, recall: 0.4474, relative_absolute_error: 0.9252, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.9684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6184, f_measure: 0.2594, kappa: 0.0151, kb_relative_information_score: 183.6235, mean_absolute_error: 0.2474, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2747, predictive_accuracy: 0.4219, prior_entropy: 2.3005, recall: 0.4219, relative_absolute_error: 0.9865, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3506, root_relative_squared_error: 0.9903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7596, f_measure: 0.5503, kappa: 0.4017, kb_relative_information_score: 2679.3716, mean_absolute_error: 0.1545, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.554, predictive_accuracy: 0.5479, prior_entropy: 2.3005, recall: 0.5479, relative_absolute_error: 0.6161, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3498, root_relative_squared_error: 0.9879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8004, f_measure: 0.5335, kappa: 0.38, kb_relative_information_score: 2372.6477, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5292, predictive_accuracy: 0.5418, prior_entropy: 2.3005, recall: 0.5418, relative_absolute_error: 0.7014, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3205, root_relative_squared_error: 0.9053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7937, f_measure: 0.5364, kappa: 0.3839, kb_relative_information_score: 2450.1429, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5325, predictive_accuracy: 0.5427, prior_entropy: 2.3005, recall: 0.5427, relative_absolute_error: 0.6837, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.9196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7949, f_measure: 0.5337, kappa: 0.3809, kb_relative_information_score: 2261.9087, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5276, predictive_accuracy: 0.5436, prior_entropy: 2.3005, recall: 0.5436, relative_absolute_error: 0.71, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.9113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7954, f_measure: 0.5345, kappa: 0.3822, kb_relative_information_score: 2266.6463, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5284, predictive_accuracy: 0.5446, prior_entropy: 2.3005, recall: 0.5446, relative_absolute_error: 0.7092, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3224, root_relative_squared_error: 0.9105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8004, f_measure: 0.5207, kappa: 0.3632, kb_relative_information_score: 2201.6441, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5145, predictive_accuracy: 0.5342, prior_entropy: 2.3005, recall: 0.5342, relative_absolute_error: 0.733, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.9013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6044, kappa: -0.0028, kb_relative_information_score: 72.3661, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4152, prior_entropy: 2.3005, recall: 0.4152, relative_absolute_error: 0.9966, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3536, root_relative_squared_error: 0.9987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6889, kappa: 0.0357, kb_relative_information_score: 561.3679, mean_absolute_error: 0.2424, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4289, prior_entropy: 2.3005, recall: 0.4289, relative_absolute_error: 0.9667, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3458, root_relative_squared_error: 0.9766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8247, f_measure: 0.5403, kappa: 0.3855, kb_relative_information_score: 1773.2414, mean_absolute_error: 0.2016, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5545, predictive_accuracy: 0.5742, prior_entropy: 2.3005, recall: 0.5742, relative_absolute_error: 0.8041, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3096, root_relative_squared_error: 0.8743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7883, f_measure: 0.5327, kappa: 0.3792, kb_relative_information_score: 2409.8186, mean_absolute_error: 0.1701, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5281, predictive_accuracy: 0.5392, prior_entropy: 2.3005, recall: 0.5392, relative_absolute_error: 0.6785, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.328, root_relative_squared_error: 0.9265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7839, f_measure: 0.5376, kappa: 0.3851, kb_relative_information_score: 2557.6808, mean_absolute_error: 0.1644, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5373, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3326, root_relative_squared_error: 0.9392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8122, f_measure: 0.5232, kappa: 0.3598, kb_relative_information_score: 1540.8697, mean_absolute_error: 0.2099, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5441, predictive_accuracy: 0.5618, prior_entropy: 2.3005, recall: 0.5618, relative_absolute_error: 0.8371, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3157, root_relative_squared_error: 0.8915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6194, kappa: 0.0057, kb_relative_information_score: 496.0319, mean_absolute_error: 0.2375, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4191, prior_entropy: 2.3005, recall: 0.4191, relative_absolute_error: 0.9473, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.9958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7825, f_measure: 0.538, kappa: 0.3876, kb_relative_information_score: 2286.4405, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5305, predictive_accuracy: 0.5505, prior_entropy: 2.3005, recall: 0.5505, relative_absolute_error: 0.7108, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.9185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5891, kb_relative_information_score: 244.461, mean_absolute_error: 0.2487, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.9917, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3522, root_relative_squared_error: 0.9948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7026, f_measure: 0.3778, kappa: 0.1571, kb_relative_information_score: 771.8337, mean_absolute_error: 0.2359, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4357, predictive_accuracy: 0.4629, prior_entropy: 2.3005, recall: 0.4629, relative_absolute_error: 0.9408, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.34, root_relative_squared_error: 0.9604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7697, f_measure: 0.5404, kappa: 0.3888, kb_relative_information_score: 2549.3036, mean_absolute_error: 0.1615, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5415, predictive_accuracy: 0.5405, prior_entropy: 2.3005, recall: 0.5405, relative_absolute_error: 0.6442, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3426, root_relative_squared_error: 0.9676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7951, f_measure: 0.5174, kappa: 0.3597, kb_relative_information_score: 2128.0401, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5107, predictive_accuracy: 0.532, prior_entropy: 2.3005, recall: 0.532, relative_absolute_error: 0.7372, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.322, root_relative_squared_error: 0.9093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5155, kappa: -0.0002, kb_relative_information_score: 99.0947, mean_absolute_error: 0.2497, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4173, prior_entropy: 2.3005, recall: 0.4173, relative_absolute_error: 0.9959, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3541, root_relative_squared_error: 1.0002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5636, kappa: -0.0006, kb_relative_information_score: 162.4355, mean_absolute_error: 0.2503, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.417, prior_entropy: 2.3005, recall: 0.417, relative_absolute_error: 0.9981, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3528, root_relative_squared_error: 0.9963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7482, f_measure: 0.4599, kappa: 0.2746, kb_relative_information_score: 1203.3193, mean_absolute_error: 0.2237, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4799, predictive_accuracy: 0.5105, prior_entropy: 2.3005, recall: 0.5105, relative_absolute_error: 0.892, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.9315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7911, f_measure: 0.5292, kappa: 0.3745, kb_relative_information_score: 2329.4425, mean_absolute_error: 0.1741, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5243, predictive_accuracy: 0.5369, prior_entropy: 2.3005, recall: 0.5369, relative_absolute_error: 0.6942, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.326, root_relative_squared_error: 0.9208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7886, f_measure: 0.5048, kappa: 0.3429, kb_relative_information_score: 1455.6221, mean_absolute_error: 0.2155, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5199, predictive_accuracy: 0.549, prior_entropy: 2.3005, recall: 0.549, relative_absolute_error: 0.8595, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3212, root_relative_squared_error: 0.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7864, f_measure: 0.5389, kappa: 0.3872, kb_relative_information_score: 2461.531, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5357, predictive_accuracy: 0.544, prior_entropy: 2.3005, recall: 0.544, relative_absolute_error: 0.6694, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.9315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7885, f_measure: 0.5346, kappa: 0.3815, kb_relative_information_score: 2452.251, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5324, predictive_accuracy: 0.5384, prior_entropy: 2.3005, recall: 0.5384, relative_absolute_error: 0.6801, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3284, root_relative_squared_error: 0.9275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7638, f_measure: 0.4769, kappa: 0.2908, kb_relative_information_score: 1482.0723, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5397, predictive_accuracy: 0.5348, prior_entropy: 2.3005, recall: 0.5348, relative_absolute_error: 0.853, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.322, root_relative_squared_error: 0.9095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8223, f_measure: 0.5363, kappa: 0.3805, kb_relative_information_score: 1892.8547, mean_absolute_error: 0.196, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5479, predictive_accuracy: 0.5695, prior_entropy: 2.3005, recall: 0.5695, relative_absolute_error: 0.7818, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3095, root_relative_squared_error: 0.8741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7848, f_measure: 0.5397, kappa: 0.3879, kb_relative_information_score: 2568.2755, mean_absolute_error: 0.1638, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5394, predictive_accuracy: 0.541, prior_entropy: 2.3005, recall: 0.541, relative_absolute_error: 0.6533, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.332, root_relative_squared_error: 0.9378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7103, f_measure: 0.4077, kappa: 0.2011, kb_relative_information_score: 948.0142, mean_absolute_error: 0.2307, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4535, predictive_accuracy: 0.4823, prior_entropy: 2.3005, recall: 0.4823, relative_absolute_error: 0.9202, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.337, root_relative_squared_error: 0.9518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8034, f_measure: 0.5272, kappa: 0.3718, kb_relative_information_score: 2306.9295, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5209, predictive_accuracy: 0.5392, prior_entropy: 2.3005, recall: 0.5392, relative_absolute_error: 0.7141, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.9003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7865, f_measure: 0.5375, kappa: 0.3851, kb_relative_information_score: 2460.1332, mean_absolute_error: 0.1678, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5345, predictive_accuracy: 0.5423, prior_entropy: 2.3005, recall: 0.5423, relative_absolute_error: 0.6691, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.33, root_relative_squared_error: 0.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.55, kb_relative_information_score: 65.8626, mean_absolute_error: 0.2505, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.9991, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3538, root_relative_squared_error: 0.9993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.796, f_measure: 0.5175, kappa: 0.3596, kb_relative_information_score: 2151.1742, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5107, predictive_accuracy: 0.5309, prior_entropy: 2.3005, recall: 0.5309, relative_absolute_error: 0.7327, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.322, root_relative_squared_error: 0.9094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8004, f_measure: 0.5204, kappa: 0.3627, kb_relative_information_score: 2200.2034, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5141, predictive_accuracy: 0.5338, prior_entropy: 2.3005, recall: 0.5338, relative_absolute_error: 0.7332, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.9015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8015, f_measure: 0.5295, kappa: 0.3747, kb_relative_information_score: 2352.3513, mean_absolute_error: 0.1773, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5244, predictive_accuracy: 0.5387, prior_entropy: 2.3005, recall: 0.5387, relative_absolute_error: 0.707, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3198, root_relative_squared_error: 0.9032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8228, f_measure: 0.5498, kappa: 0.4029, kb_relative_information_score: 1963.4412, mean_absolute_error: 0.1952, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5497, predictive_accuracy: 0.5752, prior_entropy: 2.3005, recall: 0.5752, relative_absolute_error: 0.7786, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.309, root_relative_squared_error: 0.8728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7935, f_measure: 0.5178, kappa: 0.3602, kb_relative_information_score: 1567.4097, mean_absolute_error: 0.2116, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5266, predictive_accuracy: 0.5551, prior_entropy: 2.3005, recall: 0.5551, relative_absolute_error: 0.8436, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3187, root_relative_squared_error: 0.9002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.71, f_measure: 0.3891, kappa: 0.1795, kb_relative_information_score: 905.8641, mean_absolute_error: 0.2319, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4447, predictive_accuracy: 0.4774, prior_entropy: 2.3005, recall: 0.4774, relative_absolute_error: 0.9246, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3377, root_relative_squared_error: 0.9539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8023, f_measure: 0.4733, kappa: 0.2933, kb_relative_information_score: 1266.0824, mean_absolute_error: 0.2196, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5149, predictive_accuracy: 0.5307, prior_entropy: 2.3005, recall: 0.5307, relative_absolute_error: 0.8756, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.323, root_relative_squared_error: 0.9122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7807, f_measure: 0.5384, kappa: 0.3863, kb_relative_information_score: 2469.5403, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5372, predictive_accuracy: 0.541, prior_entropy: 2.3005, recall: 0.541, relative_absolute_error: 0.6651, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3339, root_relative_squared_error: 0.9431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6919, kappa: 0.1281, kb_relative_information_score: 769.8205, mean_absolute_error: 0.2359, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4559, prior_entropy: 2.3005, recall: 0.4559, relative_absolute_error: 0.9407, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3406, root_relative_squared_error: 0.9621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7969, f_measure: 0.5202, kappa: 0.363, kb_relative_information_score: 2176.1644, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5128, predictive_accuracy: 0.5329, prior_entropy: 2.3005, recall: 0.5329, relative_absolute_error: 0.7273, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3216, root_relative_squared_error: 0.9082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7833, f_measure: 0.5382, kappa: 0.3859, kb_relative_information_score: 2550.7764, mean_absolute_error: 0.1646, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.538, predictive_accuracy: 0.5396, prior_entropy: 2.3005, recall: 0.5396, relative_absolute_error: 0.6565, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.9401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6345, kappa: -0.0009, kb_relative_information_score: 345.129, mean_absolute_error: 0.246, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.415, prior_entropy: 2.3005, recall: 0.415, relative_absolute_error: 0.981, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3508, root_relative_squared_error: 0.9906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7382, f_measure: 0.4494, kappa: 0.2583, kb_relative_information_score: 1184.2483, mean_absolute_error: 0.2239, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4692, predictive_accuracy: 0.501, prior_entropy: 2.3005, recall: 0.501, relative_absolute_error: 0.8928, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.331, root_relative_squared_error: 0.9348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6647, kappa: 0.0057, kb_relative_information_score: 506.4691, mean_absolute_error: 0.2428, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4157, prior_entropy: 2.3005, recall: 0.4157, relative_absolute_error: 0.9682, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3481, root_relative_squared_error: 0.9831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5455, kappa: -0.0002, kb_relative_information_score: 139.555, mean_absolute_error: 0.249, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4173, prior_entropy: 2.3005, recall: 0.4173, relative_absolute_error: 0.9929, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3537, root_relative_squared_error: 0.9989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7937, f_measure: 0.5333, kappa: 0.3797, kb_relative_information_score: 2410.6003, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5294, predictive_accuracy: 0.5397, prior_entropy: 2.3005, recall: 0.5397, relative_absolute_error: 0.6918, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.325, root_relative_squared_error: 0.9179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7509, f_measure: 0.4876, kappa: 0.314, kb_relative_information_score: 1303.4729, mean_absolute_error: 0.2216, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4986, predictive_accuracy: 0.5252, prior_entropy: 2.3005, recall: 0.5252, relative_absolute_error: 0.8837, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.9244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7446, f_measure: 0.4664, kappa: 0.2837, kb_relative_information_score: 1235.1617, mean_absolute_error: 0.2228, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4833, predictive_accuracy: 0.5136, prior_entropy: 2.3005, recall: 0.5136, relative_absolute_error: 0.8886, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3294, root_relative_squared_error: 0.9302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.823, f_measure: 0.5382, kappa: 0.3903, kb_relative_information_score: 1803.6202, mean_absolute_error: 0.204, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5384, predictive_accuracy: 0.568, prior_entropy: 2.3005, recall: 0.568, relative_absolute_error: 0.8134, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3113, root_relative_squared_error: 0.8792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.71, f_measure: 0.3834, kappa: 0.1733, kb_relative_information_score: 901.2136, mean_absolute_error: 0.2319, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4325, predictive_accuracy: 0.4753, prior_entropy: 2.3005, recall: 0.4753, relative_absolute_error: 0.9246, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.9541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6713, f_measure: 0.307, kappa: 0.071, kb_relative_information_score: 567.188, mean_absolute_error: 0.241, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3216, predictive_accuracy: 0.4369, prior_entropy: 2.3005, recall: 0.4369, relative_absolute_error: 0.9612, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3471, root_relative_squared_error: 0.9802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6372, kappa: -0.0024, kb_relative_information_score: 227.1611, mean_absolute_error: 0.2479, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4155, prior_entropy: 2.3005, recall: 0.4155, relative_absolute_error: 0.9885, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.352, root_relative_squared_error: 0.9943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5434, kb_relative_information_score: 120.9, mean_absolute_error: 0.2511, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 1.0015, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3534, root_relative_squared_error: 0.9981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7962, f_measure: 0.5307, kappa: 0.3769, kb_relative_information_score: 2239.2573, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5252, predictive_accuracy: 0.541, prior_entropy: 2.3005, recall: 0.541, relative_absolute_error: 0.7139, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.9109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7391, f_measure: 0.5425, kappa: 0.3916, kb_relative_information_score: 2611.3399, mean_absolute_error: 0.1538, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5516, predictive_accuracy: 0.5376, prior_entropy: 2.3005, recall: 0.5376, relative_absolute_error: 0.6132, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3642, root_relative_squared_error: 1.0287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.2459, kb_relative_information_score: 3.2852, mean_absolute_error: 0.2508, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.1743, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3541, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7644, f_measure: 0.4812, kappa: 0.3047, kb_relative_information_score: 1270.1836, mean_absolute_error: 0.2217, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4998, predictive_accuracy: 0.5268, prior_entropy: 2.3005, recall: 0.5268, relative_absolute_error: 0.8839, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3267, root_relative_squared_error: 0.9228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6621, kappa: -0.0005, kb_relative_information_score: 407.3185, mean_absolute_error: 0.2452, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4165, prior_entropy: 2.3005, recall: 0.4165, relative_absolute_error: 0.9777, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3497, root_relative_squared_error: 0.9876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7899, f_measure: 0.5335, kappa: 0.3802, kb_relative_information_score: 2373.5127, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5288, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6868, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.327, root_relative_squared_error: 0.9236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8285, f_measure: 0.548, kappa: 0.3974, kb_relative_information_score: 1955.4458, mean_absolute_error: 0.1945, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5546, predictive_accuracy: 0.5773, prior_entropy: 2.3005, recall: 0.5773, relative_absolute_error: 0.7756, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3072, root_relative_squared_error: 0.8677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7007, f_measure: 0.3508, kappa: 0.1288, kb_relative_information_score: 860.9557, mean_absolute_error: 0.2329, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4325, predictive_accuracy: 0.4575, prior_entropy: 2.3005, recall: 0.4575, relative_absolute_error: 0.9289, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3394, root_relative_squared_error: 0.9585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7916, f_measure: 0.5322, kappa: 0.3786, kb_relative_information_score: 2340.3511, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5273, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6924, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.9193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7741, f_measure: 0.5424, kappa: 0.3913, kb_relative_information_score: 2549.4738, mean_absolute_error: 0.1628, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5419, predictive_accuracy: 0.5436, prior_entropy: 2.3005, recall: 0.5436, relative_absolute_error: 0.649, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3372, root_relative_squared_error: 0.9522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7948, f_measure: 0.5167, kappa: 0.3586, kb_relative_information_score: 2126.5279, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5099, predictive_accuracy: 0.5312, prior_entropy: 2.3005, recall: 0.5312, relative_absolute_error: 0.7375, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.9097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7926, f_measure: 0.5341, kappa: 0.3807, kb_relative_information_score: 2420.267, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5312, predictive_accuracy: 0.5392, prior_entropy: 2.3005, recall: 0.5392, relative_absolute_error: 0.688, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.9209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7999, f_measure: 0.5337, kappa: 0.3804, kb_relative_information_score: 2370.4016, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5295, predictive_accuracy: 0.5422, prior_entropy: 2.3005, recall: 0.5422, relative_absolute_error: 0.7018, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3207, root_relative_squared_error: 0.9058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5491, kappa: -0.001, kb_relative_information_score: 148.7658, mean_absolute_error: 0.2511, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4165, prior_entropy: 2.3005, recall: 0.4165, relative_absolute_error: 1.0014, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3533, root_relative_squared_error: 0.9978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6353, f_measure: 0.2458, kappa: -0.0002, kb_relative_information_score: 742.1226, mean_absolute_error: 0.209, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.1742, predictive_accuracy: 0.4173, prior_entropy: 2.3005, recall: 0.4173, relative_absolute_error: 0.8336, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3559, root_relative_squared_error: 1.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6891, f_measure: 0.3387, kappa: 0.1111, kb_relative_information_score: 774.2378, mean_absolute_error: 0.2353, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.405, predictive_accuracy: 0.4508, prior_entropy: 2.3005, recall: 0.4508, relative_absolute_error: 0.9385, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.341, root_relative_squared_error: 0.9631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5483, kb_relative_information_score: 110.4478, mean_absolute_error: 0.2511, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 1.0012, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3534, root_relative_squared_error: 0.9981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6721, f_measure: 0.3117, kappa: 0.078, kb_relative_information_score: 644.3192, mean_absolute_error: 0.2394, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.307, predictive_accuracy: 0.4392, prior_entropy: 2.3005, recall: 0.4392, relative_absolute_error: 0.9547, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.345, root_relative_squared_error: 0.9745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8055, f_measure: 0.5286, kappa: 0.3736, kb_relative_information_score: 2266.4766, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5224, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.722, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3178, root_relative_squared_error: 0.8975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, kappa: 0.0006, kb_relative_information_score: 93.5076, mean_absolute_error: 0.2509, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4168, prior_entropy: 2.3005, recall: 0.4168, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3544, root_relative_squared_error: 1.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8043, f_measure: 0.4227, kappa: 0.2502, kb_relative_information_score: 1341.1155, mean_absolute_error: 0.2203, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4502, predictive_accuracy: 0.5062, prior_entropy: 2.3005, recall: 0.5062, relative_absolute_error: 0.8785, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3234, root_relative_squared_error: 0.9134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5905, kappa: -0.0004, kb_relative_information_score: 295.8753, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4168, prior_entropy: 2.3005, recall: 0.4168, relative_absolute_error: 0.9875, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3525, root_relative_squared_error: 0.9955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7993, f_measure: 0.534, kappa: 0.3808, kb_relative_information_score: 2369.6588, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5298, predictive_accuracy: 0.5425, prior_entropy: 2.3005, recall: 0.5425, relative_absolute_error: 0.7022, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3209, root_relative_squared_error: 0.9063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7133, f_measure: 0.4011, kappa: 0.1973, kb_relative_information_score: 936.0799, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4414, predictive_accuracy: 0.4841, prior_entropy: 2.3005, recall: 0.4841, relative_absolute_error: 0.9195, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3371, root_relative_squared_error: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6551, f_measure: 0.2803, kappa: 0.0372, kb_relative_information_score: 501.8447, mean_absolute_error: 0.2427, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3029, predictive_accuracy: 0.4271, prior_entropy: 2.3005, recall: 0.4271, relative_absolute_error: 0.9677, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3485, root_relative_squared_error: 0.9842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8017, f_measure: 0.5345, kappa: 0.382, kb_relative_information_score: 1733.0423, mean_absolute_error: 0.2055, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5363, predictive_accuracy: 0.5616, prior_entropy: 2.3005, recall: 0.5616, relative_absolute_error: 0.8197, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3154, root_relative_squared_error: 0.8907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6929, f_measure: 0.3602, kappa: 0.1361, kb_relative_information_score: 787.0547, mean_absolute_error: 0.2356, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.422, predictive_accuracy: 0.4583, prior_entropy: 2.3005, recall: 0.4583, relative_absolute_error: 0.9396, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3402, root_relative_squared_error: 0.9608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, kappa: 0, kb_relative_information_score: 28.6867, mean_absolute_error: 0.2504, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4173, prior_entropy: 2.3005, recall: 0.4173, relative_absolute_error: 0.9985, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3539, root_relative_squared_error: 0.9995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5486, f_measure: 0.1567, kappa: 0.0435, kb_relative_information_score: 178.8436, mean_absolute_error: 0.2776, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4471, predictive_accuracy: 0.2254, prior_entropy: 2.3005, recall: 0.2254, relative_absolute_error: 1.107, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3724, root_relative_squared_error: 1.0518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7362, f_measure: 0.4359, kappa: 0.2399, kb_relative_information_score: 1134.4887, mean_absolute_error: 0.2254, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.468, predictive_accuracy: 0.4982, prior_entropy: 2.3005, recall: 0.4982, relative_absolute_error: 0.8987, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.332, root_relative_squared_error: 0.9377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8206, f_measure: 0.4612, kappa: 0.2937, kb_relative_information_score: 1457.5962, mean_absolute_error: 0.2163, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5, predictive_accuracy: 0.528, prior_entropy: 2.3005, recall: 0.528, relative_absolute_error: 0.8625, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3184, root_relative_squared_error: 0.8993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7842, f_measure: 0.5396, kappa: 0.3878, kb_relative_information_score: 2564.2313, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5394, predictive_accuracy: 0.5412, prior_entropy: 2.3005, recall: 0.5412, relative_absolute_error: 0.654, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3323, root_relative_squared_error: 0.9385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.802, f_measure: 0.5246, kappa: 0.3683, kb_relative_information_score: 2223.4522, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5182, predictive_accuracy: 0.5371, prior_entropy: 2.3005, recall: 0.5371, relative_absolute_error: 0.729, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.9003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8055, f_measure: 0.529, kappa: 0.3741, kb_relative_information_score: 2268.1447, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5228, predictive_accuracy: 0.5414, prior_entropy: 2.3005, recall: 0.5414, relative_absolute_error: 0.7217, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3178, root_relative_squared_error: 0.8976,

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