OpenML
Supervised Classification on cjs

Supervised Classification on cjs

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


Metric:

10925 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9273, f_measure: 0.882, kappa: 0.8491, kb_relative_information_score: 2386.2176, mean_absolute_error: 0.0412, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9023, predictive_accuracy: 0.8763, prior_entropy: 2.5207, recall: 0.8763, relative_absolute_error: 0.1512, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2031, root_relative_squared_error: 0.5499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9487, f_measure: 0.9135, kappa: 0.8939, kb_relative_information_score: 2511.1246, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9141, predictive_accuracy: 0.9131, prior_entropy: 2.5207, recall: 0.9131, relative_absolute_error: 0.1062, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.4608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.0967, kappa: 0.0011, kb_relative_information_score: 337.717, mean_absolute_error: 0.2521, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.092, predictive_accuracy: 0.2436, prior_entropy: 2.5207, recall: 0.2436, relative_absolute_error: 0.924, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5021, root_relative_squared_error: 1.3595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2794.5993, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 2.5207, recall: 0.9996, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0109, root_relative_squared_error: 0.0296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9714, kappa: 0.965, kb_relative_information_score: 2701.7441, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9716, predictive_accuracy: 0.9714, prior_entropy: 2.5207, recall: 0.9714, relative_absolute_error: 0.035, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0977, root_relative_squared_error: 0.2644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2795.6876, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, root_mean_prior_squared_error: 0.3694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9556, f_measure: 0.9258, kappa: 0.911, kb_relative_information_score: 2544.2286, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.927, predictive_accuracy: 0.9274, prior_entropy: 2.5207, recall: 0.9274, relative_absolute_error: 0.0887, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1556, root_relative_squared_error: 0.4212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9594, f_measure: 0.9325, kappa: 0.9174, kb_relative_information_score: 2573.0933, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.933, predictive_accuracy: 0.9324, prior_entropy: 2.5207, recall: 0.9324, relative_absolute_error: 0.0826, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1501, root_relative_squared_error: 0.4064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8913, f_measure: 0.8305, kappa: 0.7746, kb_relative_information_score: 2182.6573, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9124, predictive_accuracy: 0.8151, prior_entropy: 2.5207, recall: 0.8151, relative_absolute_error: 0.2259, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2483, root_relative_squared_error: 0.6721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9487, f_measure: 0.9132, kappa: 0.8935, kb_relative_information_score: 2510.1401, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9143, predictive_accuracy: 0.9127, prior_entropy: 2.5207, recall: 0.9127, relative_absolute_error: 0.1066, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1706, root_relative_squared_error: 0.4617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5811, f_measure: 0.2838, kappa: 0.168, kb_relative_information_score: 696.3361, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.4905, predictive_accuracy: 0.3562, prior_entropy: 2.5207, recall: 0.3562, relative_absolute_error: 0.7864, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4632, root_relative_squared_error: 1.2541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6078, f_measure: 0.3429, kappa: 0.216, kb_relative_information_score: 780.5958, mean_absolute_error: 0.2098, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.4276, predictive_accuracy: 0.3705, prior_entropy: 2.5207, recall: 0.3705, relative_absolute_error: 0.7689, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4581, root_relative_squared_error: 1.2401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7693, f_measure: 0.6008, kappa: 0.5434, kb_relative_information_score: 1551.8296, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.6955, predictive_accuracy: 0.6384, prior_entropy: 2.5207, recall: 0.6384, relative_absolute_error: 0.4417, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.9399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2795.6876, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, root_mean_prior_squared_error: 0.3694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5288, kappa: 0.0598, kb_relative_information_score: 454.0072, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2783, prior_entropy: 2.5207, recall: 0.2783, relative_absolute_error: 0.8816, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4905, root_relative_squared_error: 1.3279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5085, f_measure: 0.1243, kappa: 0.0181, kb_relative_information_score: 372.741, mean_absolute_error: 0.2489, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2999, predictive_accuracy: 0.2532, prior_entropy: 2.5207, recall: 0.2532, relative_absolute_error: 0.9122, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4989, root_relative_squared_error: 1.3507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9989, kappa: 0.9987, kb_relative_information_score: 2792.2426, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9989, predictive_accuracy: 0.9989, prior_entropy: 2.5207, recall: 0.9989, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0189, root_relative_squared_error: 0.0512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9711, kappa: 0.9646, kb_relative_information_score: 2700.6415, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9713, predictive_accuracy: 0.971, prior_entropy: 2.5207, recall: 0.971, relative_absolute_error: 0.0354, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0983, root_relative_squared_error: 0.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9562, f_measure: 0.9278, kappa: 0.9104, kb_relative_information_score: 2553.6362, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9309, predictive_accuracy: 0.9267, prior_entropy: 2.5207, recall: 0.9267, relative_absolute_error: 0.0896, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1563, root_relative_squared_error: 0.4232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5422, f_measure: 0.1856, kappa: 0.0875, kb_relative_information_score: 512.4472, mean_absolute_error: 0.2345, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2958, predictive_accuracy: 0.2965, prior_entropy: 2.5207, recall: 0.2965, relative_absolute_error: 0.8594, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4843, root_relative_squared_error: 1.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9363, f_measure: 0.8937, kappa: 0.8678, kb_relative_information_score: 2438.0785, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8985, predictive_accuracy: 0.8916, prior_entropy: 2.5207, recall: 0.8916, relative_absolute_error: 0.1324, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.5146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.844, f_measure: 0.7409, kappa: 0.6896, kb_relative_information_score: 1943.8228, mean_absolute_error: 0.0835, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8411, predictive_accuracy: 0.7496, prior_entropy: 2.5207, recall: 0.7496, relative_absolute_error: 0.3058, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2889, root_relative_squared_error: 0.7821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9868, kappa: 0.9838, kb_relative_information_score: 2753.1878, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9868, predictive_accuracy: 0.9868, prior_entropy: 2.5207, recall: 0.9868, relative_absolute_error: 0.0162, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0664, root_relative_squared_error: 0.1798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.9013, kappa: 0.8777, kb_relative_information_score: 2463.8659, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9051, predictive_accuracy: 0.8999, prior_entropy: 2.5207, recall: 0.8999, relative_absolute_error: 0.1223, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1827, root_relative_squared_error: 0.4946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7379, f_measure: 0.5636, kappa: 0.4692, kb_relative_information_score: 1386.6972, mean_absolute_error: 0.144, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.5765, predictive_accuracy: 0.568, prior_entropy: 2.5207, recall: 0.568, relative_absolute_error: 0.5278, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3795, root_relative_squared_error: 1.0274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2795.6876, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, root_mean_prior_squared_error: 0.3694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9642, f_measure: 0.9404, kappa: 0.9266, kb_relative_information_score: 2598.7243, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9418, predictive_accuracy: 0.9399, prior_entropy: 2.5207, recall: 0.9399, relative_absolute_error: 0.0734, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1415, root_relative_squared_error: 0.3831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5258, f_measure: 0.2242, kappa: 0.0535, kb_relative_information_score: 409.1922, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2494, predictive_accuracy: 0.2504, prior_entropy: 2.5207, recall: 0.2504, relative_absolute_error: 0.9157, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4999, root_relative_squared_error: 1.3533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8317, f_measure: 0.7172, kappa: 0.6608, kb_relative_information_score: 1878.7838, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7223, predictive_accuracy: 0.7246, prior_entropy: 2.5207, recall: 0.7246, relative_absolute_error: 0.3364, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.303, root_relative_squared_error: 0.8203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6991, f_measure: 0.5106, kappa: 0.3988, kb_relative_information_score: 1230.1425, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.5292, predictive_accuracy: 0.5143, prior_entropy: 2.5207, recall: 0.5143, relative_absolute_error: 0.5933, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4024, root_relative_squared_error: 1.0893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.9359, kappa: 0.9209, kb_relative_information_score: 2582.8513, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9378, predictive_accuracy: 0.9353, prior_entropy: 2.5207, recall: 0.9353, relative_absolute_error: 0.0791, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1469, root_relative_squared_error: 0.3977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4466, f_measure: 0.0841, kappa: -0.1049, kb_relative_information_score: -51.12, mean_absolute_error: 0.3035, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.106, predictive_accuracy: 0.0894, prior_entropy: 2.5207, recall: 0.0894, relative_absolute_error: 1.1123, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5509, root_relative_squared_error: 1.4915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5405, f_measure: 0.2347, kappa: 0.0819, kb_relative_information_score: 466.7921, mean_absolute_error: 0.2431, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2649, predictive_accuracy: 0.2707, prior_entropy: 2.5207, recall: 0.2707, relative_absolute_error: 0.8908, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.493, root_relative_squared_error: 1.3348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0.0001, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.8766, kappa: 0.849, kb_relative_information_score: 2385.26, mean_absolute_error: 0.0412, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8773, predictive_accuracy: 0.8763, prior_entropy: 2.5207, recall: 0.8763, relative_absolute_error: 0.1512, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2031, root_relative_squared_error: 0.5499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.971, f_measure: 0.9518, kappa: 0.941, kb_relative_information_score: 2639.4322, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9521, predictive_accuracy: 0.9517, prior_entropy: 2.5207, recall: 0.9517, relative_absolute_error: 0.059, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1269, root_relative_squared_error: 0.3435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5399, f_measure: 0.2116, kappa: 0.0796, kb_relative_information_score: 453.2628, mean_absolute_error: 0.2446, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2509, predictive_accuracy: 0.2661, prior_entropy: 2.5207, recall: 0.2661, relative_absolute_error: 0.8965, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4946, root_relative_squared_error: 1.3391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9993, kappa: 0.9991, kb_relative_information_score: 2793.6303, mean_absolute_error: 0.0002, 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: 0.0009, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0154, root_relative_squared_error: 0.0418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.5297, kappa: 0.4139, kb_relative_information_score: 1258.3452, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.5724, predictive_accuracy: 0.524, prior_entropy: 2.5207, recall: 0.524, relative_absolute_error: 0.5815, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3983, root_relative_squared_error: 1.0784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9171, f_measure: 0.867, kappa: 0.8288, kb_relative_information_score: 2328.2563, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9044, predictive_accuracy: 0.8598, prior_entropy: 2.5207, recall: 0.8598, relative_absolute_error: 0.1713, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.5853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2795.6876, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, root_mean_prior_squared_error: 0.3694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9964, kappa: 0.9956, kb_relative_information_score: 2783.7649, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 2.5207, recall: 0.9964, relative_absolute_error: 0.0044, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0345, root_relative_squared_error: 0.0935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8854, f_measure: 0.8223, kappa: 0.7621, kb_relative_information_score: 2148.4789, mean_absolute_error: 0.0651, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9149, predictive_accuracy: 0.8047, prior_entropy: 2.5207, recall: 0.8047, relative_absolute_error: 0.2385, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2551, root_relative_squared_error: 0.6907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4553, f_measure: 0.1062, kappa: -0.0879, kb_relative_information_score: 36.9107, mean_absolute_error: 0.2934, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.1183, predictive_accuracy: 0.1198, prior_entropy: 2.5207, recall: 0.1198, relative_absolute_error: 1.0752, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5417, root_relative_squared_error: 1.4664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5237, kappa: 0.0488, kb_relative_information_score: 429.8443, mean_absolute_error: 0.2427, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2718, prior_entropy: 2.5207, recall: 0.2718, relative_absolute_error: 0.8895, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4927, root_relative_squared_error: 1.3338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5692, f_measure: 0.2647, kappa: 0.145, kb_relative_information_score: 652.5685, mean_absolute_error: 0.2206, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.4501, predictive_accuracy: 0.3383, prior_entropy: 2.5207, recall: 0.3383, relative_absolute_error: 0.8082, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4696, root_relative_squared_error: 1.2714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.8622, kappa: 0.8329, kb_relative_information_score: 2336.3141, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8623, predictive_accuracy: 0.8634, prior_entropy: 2.5207, recall: 0.8634, relative_absolute_error: 0.1669, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.5778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9993, kappa: 0.9991, kb_relative_information_score: 2793.6303, mean_absolute_error: 0.0002, 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: 0.0009, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0154, root_relative_squared_error: 0.0418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5925, f_measure: 0.3108, kappa: 0.1905, kb_relative_information_score: 745.7055, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.5492, predictive_accuracy: 0.3723, prior_entropy: 2.5207, recall: 0.3723, relative_absolute_error: 0.7667, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4574, root_relative_squared_error: 1.2384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8545, f_measure: 0.774, kappa: 0.6983, kb_relative_information_score: 1976.1866, mean_absolute_error: 0.0826, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9073, predictive_accuracy: 0.7521, prior_entropy: 2.5207, recall: 0.7521, relative_absolute_error: 0.3028, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2874, root_relative_squared_error: 0.7782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.529, kappa: 0.0604, kb_relative_information_score: 456.3868, mean_absolute_error: 0.2402, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2793, prior_entropy: 2.5207, recall: 0.2793, relative_absolute_error: 0.8803, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4901, root_relative_squared_error: 1.3269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.9066, kappa: 0.8796, kb_relative_information_score: 2469.3358, mean_absolute_error: 0.0329, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9267, predictive_accuracy: 0.9013, prior_entropy: 2.5207, recall: 0.9013, relative_absolute_error: 0.1206, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1814, root_relative_squared_error: 0.4911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9263, f_measure: 0.8758, kappa: 0.852, kb_relative_information_score: 2384.6632, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8765, predictive_accuracy: 0.8795, prior_entropy: 2.5207, recall: 0.8795, relative_absolute_error: 0.1472, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2004, root_relative_squared_error: 0.5427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9818, kappa: 0.9777, kb_relative_information_score: 2736.0857, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9819, predictive_accuracy: 0.9818, prior_entropy: 2.5207, recall: 0.9818, relative_absolute_error: 0.0223, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.078, root_relative_squared_error: 0.2111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.9435, kappa: 0.9305, kb_relative_information_score: 2609.4708, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9445, predictive_accuracy: 0.9431, prior_entropy: 2.5207, recall: 0.9431, relative_absolute_error: 0.0695, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1377, root_relative_squared_error: 0.3727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2795.6876, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, root_mean_prior_squared_error: 0.3694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.8109, kappa: 0.77, kb_relative_information_score: 2162.2384, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8107, predictive_accuracy: 0.8122, prior_entropy: 2.5207, recall: 0.8122, relative_absolute_error: 0.2294, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2502, root_relative_squared_error: 0.6773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6023, f_measure: 0.3313, kappa: 0.2101, kb_relative_information_score: 784.7709, mean_absolute_error: 0.2043, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.4775, predictive_accuracy: 0.387, prior_entropy: 2.5207, recall: 0.387, relative_absolute_error: 0.7488, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.452, root_relative_squared_error: 1.2238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9857, kappa: 0.9825, kb_relative_information_score: 2749.9976, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9857, predictive_accuracy: 0.9857, prior_entropy: 2.5207, recall: 0.9857, relative_absolute_error: 0.0175, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0691, root_relative_squared_error: 0.187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9964, kappa: 0.9956, kb_relative_information_score: 2784.1062, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 2.5207, recall: 0.9964, relative_absolute_error: 0.0044, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0345, root_relative_squared_error: 0.0935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.8779, kappa: 0.8514, kb_relative_information_score: 2391.9891, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8777, predictive_accuracy: 0.8784, prior_entropy: 2.5207, recall: 0.8784, relative_absolute_error: 0.1485, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2013, root_relative_squared_error: 0.5451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9624, f_measure: 0.9377, kappa: 0.9231, kb_relative_information_score: 2588.8688, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9394, predictive_accuracy: 0.9371, prior_entropy: 2.5207, recall: 0.9371, relative_absolute_error: 0.0769, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1449, root_relative_squared_error: 0.3922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9603, kappa: 0.9515, kb_relative_information_score: 2665.3109, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9604, predictive_accuracy: 0.9603, prior_entropy: 2.5207, recall: 0.9603, relative_absolute_error: 0.0485, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.115, root_relative_squared_error: 0.3114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.83, f_measure: 0.7134, kappa: 0.6585, kb_relative_information_score: 1872.7243, mean_absolute_error: 0.0923, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.724, predictive_accuracy: 0.7232, prior_entropy: 2.5207, recall: 0.7232, relative_absolute_error: 0.3382, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3038, root_relative_squared_error: 0.8224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6319, f_measure: 0.39, kappa: 0.2639, kb_relative_information_score: 894.9787, mean_absolute_error: 0.1974, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.4743, predictive_accuracy: 0.4077, prior_entropy: 2.5207, recall: 0.4077, relative_absolute_error: 0.7235, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4443, root_relative_squared_error: 1.2029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8218, f_measure: 0.7011, kappa: 0.6399, kb_relative_information_score: 1831.2574, mean_absolute_error: 0.0978, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.703, predictive_accuracy: 0.7067, prior_entropy: 2.5207, recall: 0.7067, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3127, root_relative_squared_error: 0.8465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.7641, kappa: 0.7128, kb_relative_information_score: 2021.045, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7722, predictive_accuracy: 0.765, prior_entropy: 2.5207, recall: 0.765, relative_absolute_error: 0.287, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2799, root_relative_squared_error: 0.7577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9757, kappa: 0.9703, kb_relative_information_score: 2715.6377, mean_absolute_error: 0.0081, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9759, predictive_accuracy: 0.9757, prior_entropy: 2.5207, recall: 0.9757, relative_absolute_error: 0.0297, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.09, root_relative_squared_error: 0.2438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9957, kappa: 0.9948, kb_relative_information_score: 2781.9234, mean_absolute_error: 0.0014, 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: 0.0052, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0378, root_relative_squared_error: 0.1024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9746, kappa: 0.969, kb_relative_information_score: 2712.4905, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9748, predictive_accuracy: 0.9746, prior_entropy: 2.5207, recall: 0.9746, relative_absolute_error: 0.031, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.092, root_relative_squared_error: 0.2491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9872, kappa: 0.9843, kb_relative_information_score: 2754.1321, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9873, predictive_accuracy: 0.9871, prior_entropy: 2.5207, recall: 0.9871, relative_absolute_error: 0.0157, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0655, root_relative_squared_error: 0.1774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5149, kappa: 0.0309, kb_relative_information_score: 395.4623, mean_absolute_error: 0.2463, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2611, prior_entropy: 2.5207, recall: 0.2611, relative_absolute_error: 0.9026, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4963, root_relative_squared_error: 1.3436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9018, f_measure: 0.8372, kappa: 0.8069, kb_relative_information_score: 2246.8789, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8539, predictive_accuracy: 0.8441, prior_entropy: 2.5207, recall: 0.8441, relative_absolute_error: 0.1905, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.228, root_relative_squared_error: 0.6172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9725, kappa: 0.9664, kb_relative_information_score: 2705.7955, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9725, predictive_accuracy: 0.9725, prior_entropy: 2.5207, recall: 0.9725, relative_absolute_error: 0.0336, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0958, root_relative_squared_error: 0.2594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9971, kappa: 0.9965, kb_relative_information_score: 2786.7951, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9972, predictive_accuracy: 0.9971, prior_entropy: 2.5207, recall: 0.9971, relative_absolute_error: 0.0035, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0309, root_relative_squared_error: 0.0836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8829, f_measure: 0.8037, kappa: 0.7616, kb_relative_information_score: 2155.6968, mean_absolute_error: 0.065, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.807, predictive_accuracy: 0.8051, prior_entropy: 2.5207, recall: 0.8051, relative_absolute_error: 0.2381, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2549, root_relative_squared_error: 0.6901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9562, f_measure: 0.9275, kappa: 0.9096, kb_relative_information_score: 2551.3224, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9312, predictive_accuracy: 0.926, prior_entropy: 2.5207, recall: 0.926, relative_absolute_error: 0.0904, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1571, root_relative_squared_error: 0.4253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2794.5993, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 2.5207, recall: 0.9996, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0109, root_relative_squared_error: 0.0296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5247, f_measure: 0.1509, kappa: 0.0513, kb_relative_information_score: 436.7711, mean_absolute_error: 0.2423, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2486, predictive_accuracy: 0.2732, prior_entropy: 2.5207, recall: 0.2732, relative_absolute_error: 0.8878, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4922, root_relative_squared_error: 1.3325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.8495, kappa: 0.8006, kb_relative_information_score: 2249.4578, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9223, predictive_accuracy: 0.8366, prior_entropy: 2.5207, recall: 0.8366, relative_absolute_error: 0.1997, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2334, root_relative_squared_error: 0.6319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2795.6876, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, root_mean_prior_squared_error: 0.3694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5369, f_measure: 0.2412, kappa: 0.0762, kb_relative_information_score: 461.4523, mean_absolute_error: 0.2444, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2737, predictive_accuracy: 0.2668, prior_entropy: 2.5207, recall: 0.2668, relative_absolute_error: 0.8956, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4944, root_relative_squared_error: 1.3384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9002, f_measure: 0.8335, kappa: 0.7932, kb_relative_information_score: 2231.5114, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8385, predictive_accuracy: 0.8305, prior_entropy: 2.5207, recall: 0.8305, relative_absolute_error: 0.2071, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2377, root_relative_squared_error: 0.6436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.8358, kappa: 0.7861, kb_relative_information_score: 2211.5261, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9041, predictive_accuracy: 0.8247, prior_entropy: 2.5207, recall: 0.8247, relative_absolute_error: 0.2141, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.6543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9336, f_measure: 0.8875, kappa: 0.8669, kb_relative_information_score: 2418.6654, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8913, predictive_accuracy: 0.8916, prior_entropy: 2.5207, recall: 0.8916, relative_absolute_error: 0.1324, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.5146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, f_measure: 0.7113, kappa: 0.6496, kb_relative_information_score: 1853.1145, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7224, predictive_accuracy: 0.7135, prior_entropy: 2.5207, recall: 0.7135, relative_absolute_error: 0.3499, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.309, root_relative_squared_error: 0.8366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9417, f_measure: 0.9011, kappa: 0.8784, kb_relative_information_score: 2468.3802, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9028, predictive_accuracy: 0.9002, prior_entropy: 2.5207, recall: 0.9002, relative_absolute_error: 0.1219, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1824, root_relative_squared_error: 0.4938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5372, f_measure: 0.2448, kappa: 0.077, kb_relative_information_score: 454.7643, mean_absolute_error: 0.247, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2645, predictive_accuracy: 0.2589, prior_entropy: 2.5207, recall: 0.2589, relative_absolute_error: 0.9052, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.497, root_relative_squared_error: 1.3456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5267, kappa: 0.0555, kb_relative_information_score: 445.4617, mean_absolute_error: 0.2413, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2761, prior_entropy: 2.5207, recall: 0.2761, relative_absolute_error: 0.8843, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4912, root_relative_squared_error: 1.3299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2795.6876, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, root_mean_prior_squared_error: 0.3694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.9433, kappa: 0.9301, kb_relative_information_score: 2606.7763, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9448, predictive_accuracy: 0.9428, prior_entropy: 2.5207, recall: 0.9428, relative_absolute_error: 0.0699, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1381, root_relative_squared_error: 0.3739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.507, f_measure: 0.1156, kappa: 0.0144, kb_relative_information_score: 361.479, mean_absolute_error: 0.2498, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.1552, predictive_accuracy: 0.2507, prior_entropy: 2.5207, recall: 0.2507, relative_absolute_error: 0.9153, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4998, root_relative_squared_error: 1.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.9554, kappa: 0.9454, kb_relative_information_score: 2647.8996, mean_absolute_error: 0.0149, 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: 0.0546, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1221, root_relative_squared_error: 0.3305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8612, f_measure: 0.7648, kappa: 0.7179, kb_relative_information_score: 2036.9728, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7671, predictive_accuracy: 0.7697, prior_entropy: 2.5207, recall: 0.7697, relative_absolute_error: 0.2814, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2771, root_relative_squared_error: 0.7502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2794.5993, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 2.5207, recall: 0.9996, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0109, root_relative_squared_error: 0.0296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7979, f_measure: 0.6594, kappa: 0.6013, kb_relative_information_score: 1704.6723, mean_absolute_error: 0.1057, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7103, predictive_accuracy: 0.6828, prior_entropy: 2.5207, recall: 0.6828, relative_absolute_error: 0.3875, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.8804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7853, f_measure: 0.6424, kappa: 0.5643, kb_relative_information_score: 1633.3163, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.6525, predictive_accuracy: 0.6445, prior_entropy: 2.5207, recall: 0.6445, relative_absolute_error: 0.4343, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3442, root_relative_squared_error: 0.932,

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