OpenML
Supervised Classification on kc2

Supervised Classification on kc2

Task 3913 Supervised Classification kc2 174023 runs submitted
0 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

174023 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: 0.6895, f_measure: 0.7756, kappa: 0.2462, kb_relative_information_score: 0.1486, mean_absolute_error: 0.2289, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8123, number_of_instances: 522, precision: 0.7845, predictive_accuracy: 0.8123, prior_entropy: 0.7318, relative_absolute_error: 0.701, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4147, root_relative_squared_error: 1.0272, unweighted_recall: 0.5941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8068, f_measure: 0.8074, kappa: 0.3654, kb_relative_information_score: 0.2397, mean_absolute_error: 0.2261, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8276, number_of_instances: 522, precision: 0.8086, predictive_accuracy: 0.8276, prior_entropy: 0.7318, relative_absolute_error: 0.6922, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3538, root_relative_squared_error: 0.8764, unweighted_recall: 0.6523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7707, f_measure: 0.7941, kappa: 0.3411, kb_relative_information_score: 0.1933, mean_absolute_error: 0.2346, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8046, number_of_instances: 522, precision: 0.7885, predictive_accuracy: 0.8046, prior_entropy: 0.7318, relative_absolute_error: 0.7184, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3739, root_relative_squared_error: 0.9262, unweighted_recall: 0.6552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7249, f_measure: 0.7926, kappa: 0.3296, kb_relative_information_score: 0.1686, mean_absolute_error: 0.2267, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8065, number_of_instances: 522, precision: 0.7869, predictive_accuracy: 0.8065, prior_entropy: 0.7318, relative_absolute_error: 0.6941, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3918, root_relative_squared_error: 0.9704, unweighted_recall: 0.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6405, f_measure: 0.7721, kappa: 0.2902, kb_relative_information_score: 0.2001, mean_absolute_error: 0.2241, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7759, number_of_instances: 522, precision: 0.7689, predictive_accuracy: 0.7759, prior_entropy: 0.7318, relative_absolute_error: 0.6863, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4734, root_relative_squared_error: 1.1728, unweighted_recall: 0.6405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7964, f_measure: 0.8046, kappa: 0.3556, kb_relative_information_score: 0.2323, mean_absolute_error: 0.2301, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8257, number_of_instances: 522, precision: 0.8058, predictive_accuracy: 0.8257, prior_entropy: 0.7318, relative_absolute_error: 0.7045, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3551, root_relative_squared_error: 0.8797, unweighted_recall: 0.6476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7454, f_measure: 0.785, kappa: 0.31, kb_relative_information_score: 0.1909, mean_absolute_error: 0.2277, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7969, number_of_instances: 522, precision: 0.7786, predictive_accuracy: 0.7969, prior_entropy: 0.7318, relative_absolute_error: 0.6973, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3912, root_relative_squared_error: 0.969, unweighted_recall: 0.6399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7716, f_measure: 0.7981, kappa: 0.354, kb_relative_information_score: 0.201, mean_absolute_error: 0.229, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8084, number_of_instances: 522, precision: 0.7928, predictive_accuracy: 0.8084, prior_entropy: 0.7318, relative_absolute_error: 0.7011, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3785, root_relative_squared_error: 0.9377, unweighted_recall: 0.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7538, f_measure: 0.8127, kappa: 0.4015, kb_relative_information_score: 0.2118, mean_absolute_error: 0.2299, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8218, number_of_instances: 522, precision: 0.8084, predictive_accuracy: 0.8218, prior_entropy: 0.7318, relative_absolute_error: 0.7039, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3743, root_relative_squared_error: 0.9271, unweighted_recall: 0.6833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7331, f_measure: 0.7926, kappa: 0.3296, kb_relative_information_score: 0.1982, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8065, number_of_instances: 522, precision: 0.7869, predictive_accuracy: 0.8065, prior_entropy: 0.7318, relative_absolute_error: 0.6726, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3888, root_relative_squared_error: 0.963, unweighted_recall: 0.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.759, f_measure: 0.7835, kappa: 0.2789, kb_relative_information_score: 0.2036, mean_absolute_error: 0.2256, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8123, number_of_instances: 522, precision: 0.7852, predictive_accuracy: 0.8123, prior_entropy: 0.7318, relative_absolute_error: 0.6907, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3757, root_relative_squared_error: 0.9307, unweighted_recall: 0.6114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.693, f_measure: 0.7644, kappa: 0.2659, kb_relative_information_score: 0.17, mean_absolute_error: 0.2256, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7682, number_of_instances: 522, precision: 0.761, predictive_accuracy: 0.7682, prior_entropy: 0.7318, relative_absolute_error: 0.6906, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4211, root_relative_squared_error: 1.043, unweighted_recall: 0.6288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.63, f_measure: 0.7658, kappa: 0.2693, kb_relative_information_score: 0.1796, mean_absolute_error: 0.2299, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7701, number_of_instances: 522, precision: 0.7622, predictive_accuracy: 0.7701, prior_entropy: 0.7318, relative_absolute_error: 0.7039, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4795, root_relative_squared_error: 1.1877, unweighted_recall: 0.63,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7652, f_measure: 0.8054, kappa: 0.3619, kb_relative_information_score: 0.1941, mean_absolute_error: 0.235, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8238, number_of_instances: 522, precision: 0.8041, predictive_accuracy: 0.8238, prior_entropy: 0.7318, relative_absolute_error: 0.7195, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.37, root_relative_squared_error: 0.9164, unweighted_recall: 0.6533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.63, f_measure: 0.7658, kappa: 0.2693, kb_relative_information_score: 0.1796, mean_absolute_error: 0.2299, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7701, number_of_instances: 522, precision: 0.7622, predictive_accuracy: 0.7701, prior_entropy: 0.7318, relative_absolute_error: 0.7039, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4795, root_relative_squared_error: 1.1877, unweighted_recall: 0.63,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7015, f_measure: 0.7725, kappa: 0.2351, kb_relative_information_score: 0.1882, mean_absolute_error: 0.2203, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8103, number_of_instances: 522, precision: 0.7811, predictive_accuracy: 0.8103, prior_entropy: 0.7318, relative_absolute_error: 0.6746, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4082, root_relative_squared_error: 1.0113, unweighted_recall: 0.5894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7985, f_measure: 0.8179, kappa: 0.409, kb_relative_information_score: 0.2321, mean_absolute_error: 0.2261, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8156, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.6922, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3545, root_relative_squared_error: 0.8782, unweighted_recall: 0.679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7868, f_measure: 0.7931, kappa: 0.336, kb_relative_information_score: 0.2101, mean_absolute_error: 0.2287, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8046, number_of_instances: 522, precision: 0.7873, predictive_accuracy: 0.8046, prior_entropy: 0.7318, relative_absolute_error: 0.7004, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.373, root_relative_squared_error: 0.924, unweighted_recall: 0.6517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7433, f_measure: 0.7835, kappa: 0.3061, kb_relative_information_score: 0.1826, mean_absolute_error: 0.2326, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, precision: 0.777, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.7122, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3887, root_relative_squared_error: 0.9629, unweighted_recall: 0.6387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7586, f_measure: 0.8119, kappa: 0.4019, kb_relative_information_score: 0.2291, mean_absolute_error: 0.2264, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8199, number_of_instances: 522, precision: 0.8077, predictive_accuracy: 0.8199, prior_entropy: 0.7318, relative_absolute_error: 0.6933, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3719, root_relative_squared_error: 0.9213, unweighted_recall: 0.6856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7339, f_measure: 0.7926, kappa: 0.3296, kb_relative_information_score: 0.2009, mean_absolute_error: 0.219, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8065, number_of_instances: 522, precision: 0.7869, predictive_accuracy: 0.8065, prior_entropy: 0.7318, relative_absolute_error: 0.6707, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3885, root_relative_squared_error: 0.9623, unweighted_recall: 0.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6936, f_measure: 0.7721, kappa: 0.2902, kb_relative_information_score: 0.1574, mean_absolute_error: 0.2286, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7759, number_of_instances: 522, precision: 0.7689, predictive_accuracy: 0.7759, prior_entropy: 0.7318, relative_absolute_error: 0.6999, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4215, root_relative_squared_error: 1.0441, unweighted_recall: 0.6405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7426, f_measure: 0.7804, kappa: 0.2985, kb_relative_information_score: 0.1852, mean_absolute_error: 0.2339, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7912, number_of_instances: 522, precision: 0.774, predictive_accuracy: 0.7912, prior_entropy: 0.7318, relative_absolute_error: 0.7162, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.388, root_relative_squared_error: 0.9612, unweighted_recall: 0.6363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7681, f_measure: 0.7941, kappa: 0.3411, kb_relative_information_score: 0.1991, mean_absolute_error: 0.2296, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8046, number_of_instances: 522, precision: 0.7885, predictive_accuracy: 0.8046, prior_entropy: 0.7318, relative_absolute_error: 0.7029, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3799, root_relative_squared_error: 0.9411, unweighted_recall: 0.6552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7584, f_measure: 0.7835, kappa: 0.2789, kb_relative_information_score: 0.203, mean_absolute_error: 0.2261, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8123, number_of_instances: 522, precision: 0.7852, predictive_accuracy: 0.8123, prior_entropy: 0.7318, relative_absolute_error: 0.6922, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3756, root_relative_squared_error: 0.9303, unweighted_recall: 0.6114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7274, f_measure: 0.7789, kappa: 0.2948, kb_relative_information_score: 0.1854, mean_absolute_error: 0.2233, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7893, number_of_instances: 522, precision: 0.7725, predictive_accuracy: 0.7893, prior_entropy: 0.7318, relative_absolute_error: 0.6838, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4015, root_relative_squared_error: 0.9946, unweighted_recall: 0.6351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6393, f_measure: 0.7706, kappa: 0.2866, kb_relative_information_score: 0.1933, mean_absolute_error: 0.2261, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7739, number_of_instances: 522, precision: 0.7677, predictive_accuracy: 0.7739, prior_entropy: 0.7318, relative_absolute_error: 0.6922, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4755, root_relative_squared_error: 1.1778, unweighted_recall: 0.6393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7618, f_measure: 0.7996, kappa: 0.358, kb_relative_information_score: 0.1872, mean_absolute_error: 0.2334, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8103, number_of_instances: 522, precision: 0.7944, predictive_accuracy: 0.8103, prior_entropy: 0.7318, relative_absolute_error: 0.7146, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3782, root_relative_squared_error: 0.9369, unweighted_recall: 0.6622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7795, f_measure: 0.8134, kappa: 0.4011, kb_relative_information_score: 0.2, mean_absolute_error: 0.2307, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8238, number_of_instances: 522, precision: 0.8093, predictive_accuracy: 0.8238, prior_entropy: 0.7318, relative_absolute_error: 0.7064, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3649, root_relative_squared_error: 0.9038, unweighted_recall: 0.6811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6405, f_measure: 0.7721, kappa: 0.2902, kb_relative_information_score: 0.2001, mean_absolute_error: 0.2241, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7759, number_of_instances: 522, precision: 0.7689, predictive_accuracy: 0.7759, prior_entropy: 0.7318, relative_absolute_error: 0.6863, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4734, root_relative_squared_error: 1.1728, unweighted_recall: 0.6405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.697, f_measure: 0.7725, kappa: 0.2351, kb_relative_information_score: 0.184, mean_absolute_error: 0.2213, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8103, number_of_instances: 522, precision: 0.7811, predictive_accuracy: 0.8103, prior_entropy: 0.7318, relative_absolute_error: 0.6775, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.41, root_relative_squared_error: 1.0156, unweighted_recall: 0.5894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7691, f_measure: 0.7956, kappa: 0.345, kb_relative_information_score: 0.1914, mean_absolute_error: 0.2319, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8065, number_of_instances: 522, precision: 0.7901, predictive_accuracy: 0.8065, prior_entropy: 0.7318, relative_absolute_error: 0.71, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3811, root_relative_squared_error: 0.9439, unweighted_recall: 0.6564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8073, f_measure: 0.8074, kappa: 0.3654, kb_relative_information_score: 0.246, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8276, number_of_instances: 522, precision: 0.8086, predictive_accuracy: 0.8276, prior_entropy: 0.7318, relative_absolute_error: 0.6881, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.353, root_relative_squared_error: 0.8743, unweighted_recall: 0.6523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7621, f_measure: 0.7981, kappa: 0.354, kb_relative_information_score: 0.1849, mean_absolute_error: 0.2345, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8084, number_of_instances: 522, precision: 0.7928, predictive_accuracy: 0.8084, prior_entropy: 0.7318, relative_absolute_error: 0.718, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3807, root_relative_squared_error: 0.943, unweighted_recall: 0.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6323, f_measure: 0.7652, kappa: 0.2711, kb_relative_information_score: 0.1728, mean_absolute_error: 0.2318, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7682, number_of_instances: 522, precision: 0.7626, predictive_accuracy: 0.7682, prior_entropy: 0.7318, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4815, root_relative_squared_error: 1.1926, unweighted_recall: 0.6323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.78, f_measure: 0.7987, kappa: 0.353, kb_relative_information_score: 0.2029, mean_absolute_error: 0.2321, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8103, number_of_instances: 522, precision: 0.7934, predictive_accuracy: 0.8103, prior_entropy: 0.7318, relative_absolute_error: 0.7107, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3716, root_relative_squared_error: 0.9206, unweighted_recall: 0.6588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7399, f_measure: 0.7835, kappa: 0.3061, kb_relative_information_score: 0.1756, mean_absolute_error: 0.2353, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, precision: 0.777, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.7204, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3892, root_relative_squared_error: 0.964, unweighted_recall: 0.6387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7917, f_measure: 0.8154, kappa: 0.3941, kb_relative_information_score: 0.2202, mean_absolute_error: 0.228, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8165, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.698, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3577, root_relative_squared_error: 0.886, unweighted_recall: 0.6663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6877, f_measure: 0.7725, kappa: 0.2351, kb_relative_information_score: 0.1586, mean_absolute_error: 0.227, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8103, number_of_instances: 522, precision: 0.7811, predictive_accuracy: 0.8103, prior_entropy: 0.7318, relative_absolute_error: 0.6951, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4147, root_relative_squared_error: 1.0272, unweighted_recall: 0.5894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.8154, kappa: 0.3941, kb_relative_information_score: 0.2202, mean_absolute_error: 0.228, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8165, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.698, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3581, root_relative_squared_error: 0.8871, unweighted_recall: 0.6663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7721, f_measure: 0.7941, kappa: 0.3411, kb_relative_information_score: 0.1956, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8046, number_of_instances: 522, precision: 0.7885, predictive_accuracy: 0.8046, prior_entropy: 0.7318, relative_absolute_error: 0.7158, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.374, root_relative_squared_error: 0.9263, unweighted_recall: 0.6552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8036, f_measure: 0.8074, kappa: 0.3654, kb_relative_information_score: 0.2343, mean_absolute_error: 0.2285, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8276, number_of_instances: 522, precision: 0.8086, predictive_accuracy: 0.8276, prior_entropy: 0.7318, relative_absolute_error: 0.6998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3541, root_relative_squared_error: 0.8771, unweighted_recall: 0.6523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7787, f_measure: 0.7996, kappa: 0.358, kb_relative_information_score: 0.2042, mean_absolute_error: 0.2291, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8103, number_of_instances: 522, precision: 0.7944, predictive_accuracy: 0.8103, prior_entropy: 0.7318, relative_absolute_error: 0.7015, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3717, root_relative_squared_error: 0.9207, unweighted_recall: 0.6622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.778, f_measure: 0.7987, kappa: 0.353, kb_relative_information_score: 0.208, mean_absolute_error: 0.2303, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8103, number_of_instances: 522, precision: 0.7934, predictive_accuracy: 0.8103, prior_entropy: 0.7318, relative_absolute_error: 0.705, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.37, root_relative_squared_error: 0.9166, unweighted_recall: 0.6588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6902, f_measure: 0.7658, kappa: 0.2693, kb_relative_information_score: 0.1573, mean_absolute_error: 0.2284, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7701, number_of_instances: 522, precision: 0.7622, predictive_accuracy: 0.7701, prior_entropy: 0.7318, relative_absolute_error: 0.6994, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4228, root_relative_squared_error: 1.0473, unweighted_recall: 0.63,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7867, f_measure: 0.8062, kappa: 0.36, kb_relative_information_score: 0.2267, mean_absolute_error: 0.2326, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8276, number_of_instances: 522, precision: 0.8084, predictive_accuracy: 0.8276, prior_entropy: 0.7318, relative_absolute_error: 0.7121, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3566, root_relative_squared_error: 0.8834, unweighted_recall: 0.6488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7792, f_measure: 0.8149, kappa: 0.4053, kb_relative_information_score: 0.2003, mean_absolute_error: 0.2329, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8257, number_of_instances: 522, precision: 0.8111, predictive_accuracy: 0.8257, prior_entropy: 0.7318, relative_absolute_error: 0.7131, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3642, root_relative_squared_error: 0.9022, unweighted_recall: 0.6823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7788, f_measure: 0.8069, kappa: 0.3662, kb_relative_information_score: 0.2181, mean_absolute_error: 0.2254, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8257, number_of_instances: 522, precision: 0.8064, predictive_accuracy: 0.8257, prior_entropy: 0.7318, relative_absolute_error: 0.6902, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3665, root_relative_squared_error: 0.9078, unweighted_recall: 0.6545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8039, f_measure: 0.8046, kappa: 0.3556, kb_relative_information_score: 0.2344, mean_absolute_error: 0.2284, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8257, number_of_instances: 522, precision: 0.8058, predictive_accuracy: 0.8257, prior_entropy: 0.7318, relative_absolute_error: 0.6992, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3543, root_relative_squared_error: 0.8776, unweighted_recall: 0.6476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7331, f_measure: 0.7926, kappa: 0.3296, kb_relative_information_score: 0.1982, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8065, number_of_instances: 522, precision: 0.7869, predictive_accuracy: 0.8065, prior_entropy: 0.7318, relative_absolute_error: 0.6726, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3888, root_relative_squared_error: 0.963, unweighted_recall: 0.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7677, f_measure: 0.8054, kappa: 0.3619, kb_relative_information_score: 0.2004, mean_absolute_error: 0.2331, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8238, number_of_instances: 522, precision: 0.8041, predictive_accuracy: 0.8238, prior_entropy: 0.7318, relative_absolute_error: 0.7137, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3691, root_relative_squared_error: 0.9143, unweighted_recall: 0.6533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7652, f_measure: 0.7965, kappa: 0.35, kb_relative_information_score: 0.1857, mean_absolute_error: 0.2337, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8065, number_of_instances: 522, precision: 0.7912, predictive_accuracy: 0.8065, prior_entropy: 0.7318, relative_absolute_error: 0.7155, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3792, root_relative_squared_error: 0.9394, unweighted_recall: 0.6598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7434, f_measure: 0.788, kappa: 0.3177, kb_relative_information_score: 0.2091, mean_absolute_error: 0.2171, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8008, number_of_instances: 522, precision: 0.7818, predictive_accuracy: 0.8008, prior_entropy: 0.7318, relative_absolute_error: 0.6648, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3871, root_relative_squared_error: 0.9589, unweighted_recall: 0.6423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7602, f_measure: 0.8086, kappa: 0.3886, kb_relative_information_score: 0.2296, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.3266, weighted_recall: 0.818, number_of_instances: 522, precision: 0.8041, predictive_accuracy: 0.818, prior_entropy: 0.7318, relative_absolute_error: 0.691, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3729, root_relative_squared_error: 0.9238, unweighted_recall: 0.6775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7286, f_measure: 0.7926, kappa: 0.3296, kb_relative_information_score: 0.182, mean_absolute_error: 0.2235, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8065, number_of_instances: 522, precision: 0.7869, predictive_accuracy: 0.8065, prior_entropy: 0.7318, relative_absolute_error: 0.6843, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3904, root_relative_squared_error: 0.9671, unweighted_recall: 0.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.777, f_measure: 0.8054, kappa: 0.3619, kb_relative_information_score: 0.2125, mean_absolute_error: 0.2267, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8238, number_of_instances: 522, precision: 0.8041, predictive_accuracy: 0.8238, prior_entropy: 0.7318, relative_absolute_error: 0.6941, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3682, root_relative_squared_error: 0.9121, unweighted_recall: 0.6533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7786, f_measure: 0.7931, kappa: 0.336, kb_relative_information_score: 0.2026, mean_absolute_error: 0.2325, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8046, number_of_instances: 522, precision: 0.7873, predictive_accuracy: 0.8046, prior_entropy: 0.7318, relative_absolute_error: 0.7119, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3745, root_relative_squared_error: 0.9276, unweighted_recall: 0.6517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6405, f_measure: 0.7721, kappa: 0.2902, kb_relative_information_score: 0.2001, mean_absolute_error: 0.2241, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7759, number_of_instances: 522, precision: 0.7689, predictive_accuracy: 0.7759, prior_entropy: 0.7318, relative_absolute_error: 0.6863, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4734, root_relative_squared_error: 1.1728, unweighted_recall: 0.6405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7273, f_measure: 0.7789, kappa: 0.2948, kb_relative_information_score: 0.1851, mean_absolute_error: 0.2234, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7893, number_of_instances: 522, precision: 0.7725, predictive_accuracy: 0.7893, prior_entropy: 0.7318, relative_absolute_error: 0.6841, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4018, root_relative_squared_error: 0.9952, unweighted_recall: 0.6351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.786, f_measure: 0.7931, kappa: 0.336, kb_relative_information_score: 0.2103, mean_absolute_error: 0.2288, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8046, number_of_instances: 522, precision: 0.7873, predictive_accuracy: 0.8046, prior_entropy: 0.7318, relative_absolute_error: 0.7006, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3738, root_relative_squared_error: 0.926, unweighted_recall: 0.6517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7453, f_measure: 0.7835, kappa: 0.2789, kb_relative_information_score: 0.1816, mean_absolute_error: 0.2328, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8123, number_of_instances: 522, precision: 0.7852, predictive_accuracy: 0.8123, prior_entropy: 0.7318, relative_absolute_error: 0.7127, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3787, root_relative_squared_error: 0.9382, unweighted_recall: 0.6114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6878, f_measure: 0.7756, kappa: 0.2462, kb_relative_information_score: 0.157, mean_absolute_error: 0.227, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8123, number_of_instances: 522, precision: 0.7845, predictive_accuracy: 0.8123, prior_entropy: 0.7318, relative_absolute_error: 0.6951, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4147, root_relative_squared_error: 1.0272, unweighted_recall: 0.5941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.691, f_measure: 0.7691, kappa: 0.2831, kb_relative_information_score: 0.1798, mean_absolute_error: 0.2239, mean_prior_absolute_error: 0.3266, weighted_recall: 0.772, number_of_instances: 522, precision: 0.7665, predictive_accuracy: 0.772, prior_entropy: 0.7318, relative_absolute_error: 0.6855, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4193, root_relative_squared_error: 1.0386, unweighted_recall: 0.6381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7786, f_measure: 0.7941, kappa: 0.3411, kb_relative_information_score: 0.2045, mean_absolute_error: 0.2296, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8046, number_of_instances: 522, precision: 0.7885, predictive_accuracy: 0.8046, prior_entropy: 0.7318, relative_absolute_error: 0.7029, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3751, root_relative_squared_error: 0.9291, unweighted_recall: 0.6552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6405, f_measure: 0.7721, kappa: 0.2902, kb_relative_information_score: 0.2001, mean_absolute_error: 0.2241, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7759, number_of_instances: 522, precision: 0.7689, predictive_accuracy: 0.7759, prior_entropy: 0.7318, relative_absolute_error: 0.6863, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4734, root_relative_squared_error: 1.1728, unweighted_recall: 0.6405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7363, f_measure: 0.785, kappa: 0.31, kb_relative_information_score: 0.1633, mean_absolute_error: 0.2361, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7969, number_of_instances: 522, precision: 0.7786, predictive_accuracy: 0.7969, prior_entropy: 0.7318, relative_absolute_error: 0.7228, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.393, root_relative_squared_error: 0.9736, unweighted_recall: 0.6399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7864, f_measure: 0.7931, kappa: 0.336, kb_relative_information_score: 0.2102, mean_absolute_error: 0.2288, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8046, number_of_instances: 522, precision: 0.7873, predictive_accuracy: 0.8046, prior_entropy: 0.7318, relative_absolute_error: 0.7007, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3721, root_relative_squared_error: 0.9217, unweighted_recall: 0.6517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7789, f_measure: 0.7941, kappa: 0.3411, kb_relative_information_score: 0.2048, mean_absolute_error: 0.2294, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8046, number_of_instances: 522, precision: 0.7885, predictive_accuracy: 0.8046, prior_entropy: 0.7318, relative_absolute_error: 0.7024, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3748, root_relative_squared_error: 0.9285, unweighted_recall: 0.6552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7747, f_measure: 0.7956, kappa: 0.345, kb_relative_information_score: 0.2023, mean_absolute_error: 0.2295, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8065, number_of_instances: 522, precision: 0.7901, predictive_accuracy: 0.8065, prior_entropy: 0.7318, relative_absolute_error: 0.7028, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3771, root_relative_squared_error: 0.9341, unweighted_recall: 0.6564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6288, f_measure: 0.7644, kappa: 0.2659, kb_relative_information_score: 0.1728, mean_absolute_error: 0.2318, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7682, number_of_instances: 522, precision: 0.761, predictive_accuracy: 0.7682, prior_entropy: 0.7318, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4815, root_relative_squared_error: 1.1926, unweighted_recall: 0.6288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.691, f_measure: 0.7691, kappa: 0.2831, kb_relative_information_score: 0.1795, mean_absolute_error: 0.224, mean_prior_absolute_error: 0.3266, weighted_recall: 0.772, number_of_instances: 522, precision: 0.7665, predictive_accuracy: 0.772, prior_entropy: 0.7318, relative_absolute_error: 0.6859, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4196, root_relative_squared_error: 1.0395, unweighted_recall: 0.6381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6909, f_measure: 0.7667, kappa: 0.2745, kb_relative_information_score: 0.1799, mean_absolute_error: 0.2238, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7701, number_of_instances: 522, precision: 0.7638, predictive_accuracy: 0.7701, prior_entropy: 0.7318, relative_absolute_error: 0.6854, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4191, root_relative_squared_error: 1.0383, unweighted_recall: 0.6335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7955, f_measure: 0.8181, kappa: 0.4035, kb_relative_information_score: 0.2287, mean_absolute_error: 0.2251, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.8191, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.6892, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3566, root_relative_squared_error: 0.8833, unweighted_recall: 0.671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7476, f_measure: 0.7835, kappa: 0.3061, kb_relative_information_score: 0.1929, mean_absolute_error: 0.2291, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, precision: 0.777, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.7016, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3874, root_relative_squared_error: 0.9597, unweighted_recall: 0.6387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7682, f_measure: 0.7956, kappa: 0.345, kb_relative_information_score: 0.1937, mean_absolute_error: 0.2329, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8065, number_of_instances: 522, precision: 0.7901, predictive_accuracy: 0.8065, prior_entropy: 0.7318, relative_absolute_error: 0.7132, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.378, root_relative_squared_error: 0.9364, unweighted_recall: 0.6564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7591, f_measure: 0.8119, kappa: 0.4019, kb_relative_information_score: 0.2282, mean_absolute_error: 0.2261, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8199, number_of_instances: 522, precision: 0.8077, predictive_accuracy: 0.8199, prior_entropy: 0.7318, relative_absolute_error: 0.6922, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.372, root_relative_squared_error: 0.9215, unweighted_recall: 0.6856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7943, f_measure: 0.8154, kappa: 0.3941, kb_relative_information_score: 0.2268, mean_absolute_error: 0.2251, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8165, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.6892, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3575, root_relative_squared_error: 0.8856, unweighted_recall: 0.6663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7417, f_measure: 0.7835, kappa: 0.3061, kb_relative_information_score: 0.1781, mean_absolute_error: 0.2339, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, precision: 0.777, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.7161, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3892, root_relative_squared_error: 0.9641, unweighted_recall: 0.6387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6405, f_measure: 0.7721, kappa: 0.2902, kb_relative_information_score: 0.2001, mean_absolute_error: 0.2241, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7759, number_of_instances: 522, precision: 0.7689, predictive_accuracy: 0.7759, prior_entropy: 0.7318, relative_absolute_error: 0.6863, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4734, root_relative_squared_error: 1.1728, unweighted_recall: 0.6405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.63, f_measure: 0.7658, kappa: 0.2693, kb_relative_information_score: 0.1796, mean_absolute_error: 0.2299, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7701, number_of_instances: 522, precision: 0.7622, predictive_accuracy: 0.7701, prior_entropy: 0.7318, relative_absolute_error: 0.7039, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4795, root_relative_squared_error: 1.1877, unweighted_recall: 0.63,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7415, f_measure: 0.7835, kappa: 0.3061, kb_relative_information_score: 0.1787, mean_absolute_error: 0.2339, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, precision: 0.777, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.7161, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3889, root_relative_squared_error: 0.9635, unweighted_recall: 0.6387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7555, f_measure: 0.786, kappa: 0.3152, kb_relative_information_score: 0.1812, mean_absolute_error: 0.2353, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7969, number_of_instances: 522, precision: 0.7798, predictive_accuracy: 0.7969, prior_entropy: 0.7318, relative_absolute_error: 0.7205, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3839, root_relative_squared_error: 0.951, unweighted_recall: 0.6434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6393, f_measure: 0.7706, kappa: 0.2866, kb_relative_information_score: 0.1933, mean_absolute_error: 0.2261, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7739, number_of_instances: 522, precision: 0.7677, predictive_accuracy: 0.7739, prior_entropy: 0.7318, relative_absolute_error: 0.6922, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4755, root_relative_squared_error: 1.1778, unweighted_recall: 0.6393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7479, f_measure: 0.7835, kappa: 0.2789, kb_relative_information_score: 0.1924, mean_absolute_error: 0.2289, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8123, number_of_instances: 522, precision: 0.7852, predictive_accuracy: 0.8123, prior_entropy: 0.7318, relative_absolute_error: 0.701, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3787, root_relative_squared_error: 0.9382, unweighted_recall: 0.6114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.78, f_measure: 0.7987, kappa: 0.353, kb_relative_information_score: 0.2029, mean_absolute_error: 0.2321, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8103, number_of_instances: 522, precision: 0.7934, predictive_accuracy: 0.8103, prior_entropy: 0.7318, relative_absolute_error: 0.7107, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3716, root_relative_squared_error: 0.9206, unweighted_recall: 0.6588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.776, f_measure: 0.7956, kappa: 0.345, kb_relative_information_score: 0.2033, mean_absolute_error: 0.2294, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8065, number_of_instances: 522, precision: 0.7901, predictive_accuracy: 0.8065, prior_entropy: 0.7318, relative_absolute_error: 0.7025, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3757, root_relative_squared_error: 0.9306, unweighted_recall: 0.6564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7702, f_measure: 0.7956, kappa: 0.345, kb_relative_information_score: 0.1959, mean_absolute_error: 0.2319, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8065, number_of_instances: 522, precision: 0.7901, predictive_accuracy: 0.8065, prior_entropy: 0.7318, relative_absolute_error: 0.71, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3778, root_relative_squared_error: 0.9358, unweighted_recall: 0.6564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7502, f_measure: 0.7835, kappa: 0.2789, kb_relative_information_score: 0.1998, mean_absolute_error: 0.227, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8123, number_of_instances: 522, precision: 0.7852, predictive_accuracy: 0.8123, prior_entropy: 0.7318, relative_absolute_error: 0.6951, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3778, root_relative_squared_error: 0.9358, unweighted_recall: 0.6114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7726, f_measure: 0.7956, kappa: 0.345, kb_relative_information_score: 0.1998, mean_absolute_error: 0.231, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8065, number_of_instances: 522, precision: 0.7901, predictive_accuracy: 0.8065, prior_entropy: 0.7318, relative_absolute_error: 0.7072, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3775, root_relative_squared_error: 0.9351, unweighted_recall: 0.6564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7727, f_measure: 0.7941, kappa: 0.3411, kb_relative_information_score: 0.1978, mean_absolute_error: 0.2327, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8046, number_of_instances: 522, precision: 0.7885, predictive_accuracy: 0.8046, prior_entropy: 0.7318, relative_absolute_error: 0.7124, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3755, root_relative_squared_error: 0.9302, unweighted_recall: 0.6552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7861, f_measure: 0.8181, kappa: 0.4035, kb_relative_information_score: 0.2103, mean_absolute_error: 0.232, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.8191, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.7105, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3586, root_relative_squared_error: 0.8884, unweighted_recall: 0.671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8025, f_measure: 0.8074, kappa: 0.3654, kb_relative_information_score: 0.2327, mean_absolute_error: 0.2293, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8276, number_of_instances: 522, precision: 0.8086, predictive_accuracy: 0.8276, prior_entropy: 0.7318, relative_absolute_error: 0.7021, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3542, root_relative_squared_error: 0.8774, unweighted_recall: 0.6523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8041, f_measure: 0.8179, kappa: 0.409, kb_relative_information_score: 0.2369, mean_absolute_error: 0.2246, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8156, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.6876, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3533, root_relative_squared_error: 0.8753, unweighted_recall: 0.679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7755, f_measure: 0.8069, kappa: 0.3662, kb_relative_information_score: 0.2117, mean_absolute_error: 0.228, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8257, number_of_instances: 522, precision: 0.8064, predictive_accuracy: 0.8257, prior_entropy: 0.7318, relative_absolute_error: 0.698, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3666, root_relative_squared_error: 0.9082, unweighted_recall: 0.6545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7908, f_measure: 0.8174, kappa: 0.4141, kb_relative_information_score: 0.2179, mean_absolute_error: 0.2261, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8276, number_of_instances: 522, precision: 0.8137, predictive_accuracy: 0.8276, prior_entropy: 0.7318, relative_absolute_error: 0.6922, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3623, root_relative_squared_error: 0.8976, unweighted_recall: 0.6869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6979, f_measure: 0.7756, kappa: 0.2462, kb_relative_information_score: 0.1866, mean_absolute_error: 0.2203, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8123, number_of_instances: 522, precision: 0.7845, predictive_accuracy: 0.8123, prior_entropy: 0.7318, relative_absolute_error: 0.6746, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4094, root_relative_squared_error: 1.0142, unweighted_recall: 0.5941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6381, f_measure: 0.7691, kappa: 0.2831, kb_relative_information_score: 0.1864, mean_absolute_error: 0.228, mean_prior_absolute_error: 0.3266, weighted_recall: 0.772, number_of_instances: 522, precision: 0.7665, predictive_accuracy: 0.772, prior_entropy: 0.7318, relative_absolute_error: 0.698, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4775, root_relative_squared_error: 1.1827, unweighted_recall: 0.6381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.755, f_measure: 0.8127, kappa: 0.4015, kb_relative_information_score: 0.2115, mean_absolute_error: 0.2291, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8218, number_of_instances: 522, precision: 0.8084, predictive_accuracy: 0.8218, prior_entropy: 0.7318, relative_absolute_error: 0.7015, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3745, root_relative_squared_error: 0.9276, unweighted_recall: 0.6833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.691, f_measure: 0.7676, kappa: 0.2797, kb_relative_information_score: 0.1797, mean_absolute_error: 0.2239, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7701, number_of_instances: 522, precision: 0.7653, predictive_accuracy: 0.7701, prior_entropy: 0.7318, relative_absolute_error: 0.6857, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4194, root_relative_squared_error: 1.0389, unweighted_recall: 0.6369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.63, f_measure: 0.7658, kappa: 0.2693, kb_relative_information_score: 0.1796, mean_absolute_error: 0.2299, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7701, number_of_instances: 522, precision: 0.7622, predictive_accuracy: 0.7701, prior_entropy: 0.7318, relative_absolute_error: 0.7039, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4795, root_relative_squared_error: 1.1877, unweighted_recall: 0.63,

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