Task
Supervised Classification on kc2

Supervised Classification on kc2

Task 307 Supervised Classification kc2 174 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

174 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8046, f_measure: 0.8312, kappa: 0.4614, kb_relative_information_score: 0.242, mean_absolute_error: 0.2211, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8281, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.6769, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3508, root_relative_squared_error: 0.8691, unweighted_recall: 0.7115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8081, f_measure: 0.8215, kappa: 0.4271, kb_relative_information_score: 0.2375, mean_absolute_error: 0.2232, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8181, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.6833, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3504, root_relative_squared_error: 0.8679, unweighted_recall: 0.6928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8119, f_measure: 0.8206, kappa: 0.4227, kb_relative_information_score: 0.2495, mean_absolute_error: 0.2195, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8174, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.672, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3468, root_relative_squared_error: 0.859, unweighted_recall: 0.6894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8048, f_measure: 0.8222, kappa: 0.427, kb_relative_information_score: 0.2389, mean_absolute_error: 0.2217, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8193, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.6788, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3502, root_relative_squared_error: 0.8674, unweighted_recall: 0.6906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8037, f_measure: 0.8215, kappa: 0.4271, kb_relative_information_score: 0.2405, mean_absolute_error: 0.2211, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8181, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.6771, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3477, root_relative_squared_error: 0.8613, unweighted_recall: 0.6928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8069, f_measure: 0.832, kappa: 0.4617, kb_relative_information_score: 0.2446, mean_absolute_error: 0.2211, mean_prior_absolute_error: 0.3266, weighted_recall: 0.841, number_of_instances: 522, precision: 0.8293, predictive_accuracy: 0.841, prior_entropy: 0.7318, relative_absolute_error: 0.6771, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3481, root_relative_squared_error: 0.8622, unweighted_recall: 0.7093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.8175, kappa: 0.4188, kb_relative_information_score: 0.2371, mean_absolute_error: 0.2228, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8257, number_of_instances: 522, precision: 0.8136, predictive_accuracy: 0.8257, prior_entropy: 0.7318, relative_absolute_error: 0.6822, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3505, root_relative_squared_error: 0.8684, unweighted_recall: 0.6927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.8239, kappa: 0.4358, kb_relative_information_score: 0.2447, mean_absolute_error: 0.2198, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8206, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.6731, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3476, root_relative_squared_error: 0.8611, unweighted_recall: 0.6975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8065, f_measure: 0.8328, kappa: 0.4621, kb_relative_information_score: 0.2485, mean_absolute_error: 0.2201, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8429, number_of_instances: 522, precision: 0.8307, predictive_accuracy: 0.8429, prior_entropy: 0.7318, relative_absolute_error: 0.674, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3468, root_relative_squared_error: 0.8591, unweighted_recall: 0.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8032, f_measure: 0.8181, kappa: 0.4139, kb_relative_information_score: 0.2272, mean_absolute_error: 0.2245, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8295, number_of_instances: 522, precision: 0.8148, predictive_accuracy: 0.8295, prior_entropy: 0.7318, relative_absolute_error: 0.6875, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.8735, unweighted_recall: 0.6847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.8278, kappa: 0.4403, kb_relative_information_score: 0.2384, mean_absolute_error: 0.2209, mean_prior_absolute_error: 0.3266, weighted_recall: 0.841, number_of_instances: 522, precision: 0.8271, predictive_accuracy: 0.841, prior_entropy: 0.7318, relative_absolute_error: 0.6764, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.8625, unweighted_recall: 0.6919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8038, f_measure: 0.8118, kappa: 0.3969, kb_relative_information_score: 0.2339, mean_absolute_error: 0.2239, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8218, number_of_instances: 522, precision: 0.8075, predictive_accuracy: 0.8218, prior_entropy: 0.7318, relative_absolute_error: 0.6856, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3509, root_relative_squared_error: 0.8693, unweighted_recall: 0.6799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8078, f_measure: 0.8188, kappa: 0.4136, kb_relative_information_score: 0.2411, mean_absolute_error: 0.2211, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8162, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.677, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3485, root_relative_squared_error: 0.8634, unweighted_recall: 0.6824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8058, f_measure: 0.8247, kappa: 0.4358, kb_relative_information_score: 0.2418, mean_absolute_error: 0.2213, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.8218, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.6775, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3485, root_relative_squared_error: 0.8634, unweighted_recall: 0.6952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8106, f_measure: 0.8239, kappa: 0.4358, kb_relative_information_score: 0.2464, mean_absolute_error: 0.22, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8206, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.6737, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.8604, unweighted_recall: 0.6975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8094, f_measure: 0.8312, kappa: 0.4536, kb_relative_information_score: 0.2513, mean_absolute_error: 0.2185, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8429, number_of_instances: 522, precision: 0.8299, predictive_accuracy: 0.8429, prior_entropy: 0.7318, relative_absolute_error: 0.6691, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3462, root_relative_squared_error: 0.8575, unweighted_recall: 0.7001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.813, f_measure: 0.8287, kappa: 0.4448, kb_relative_information_score: 0.2573, mean_absolute_error: 0.2182, mean_prior_absolute_error: 0.3266, weighted_recall: 0.841, number_of_instances: 522, precision: 0.8274, predictive_accuracy: 0.841, prior_entropy: 0.7318, relative_absolute_error: 0.668, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3455, root_relative_squared_error: 0.8559, unweighted_recall: 0.6954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8044, f_measure: 0.8272, kappa: 0.4486, kb_relative_information_score: 0.2437, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.8238, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.6772, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3486, root_relative_squared_error: 0.8635, unweighted_recall: 0.7056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.806, f_measure: 0.8312, kappa: 0.4576, kb_relative_information_score: 0.2416, mean_absolute_error: 0.2209, mean_prior_absolute_error: 0.3266, weighted_recall: 0.841, number_of_instances: 522, precision: 0.8288, predictive_accuracy: 0.841, prior_entropy: 0.7318, relative_absolute_error: 0.6762, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3498, root_relative_squared_error: 0.8666, unweighted_recall: 0.7058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8143, f_measure: 0.8239, kappa: 0.4358, kb_relative_information_score: 0.2475, mean_absolute_error: 0.2204, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8206, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.675, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3454, root_relative_squared_error: 0.8557, unweighted_recall: 0.6975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8072, f_measure: 0.819, kappa: 0.4184, kb_relative_information_score: 0.2399, mean_absolute_error: 0.2222, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8295, number_of_instances: 522, precision: 0.8155, predictive_accuracy: 0.8295, prior_entropy: 0.7318, relative_absolute_error: 0.6803, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3492, root_relative_squared_error: 0.865, unweighted_recall: 0.6882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.802, f_measure: 0.8199, kappa: 0.4273, kb_relative_information_score: 0.232, mean_absolute_error: 0.2234, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8276, number_of_instances: 522, precision: 0.8161, predictive_accuracy: 0.8276, prior_entropy: 0.7318, relative_absolute_error: 0.6839, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3513, root_relative_squared_error: 0.8703, unweighted_recall: 0.6974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8069, f_measure: 0.8255, kappa: 0.4402, kb_relative_information_score: 0.2436, mean_absolute_error: 0.2202, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.8225, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.6744, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.8582, unweighted_recall: 0.6987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8077, f_measure: 0.8199, kappa: 0.4228, kb_relative_information_score: 0.2386, mean_absolute_error: 0.2216, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8295, number_of_instances: 522, precision: 0.8162, predictive_accuracy: 0.8295, prior_entropy: 0.7318, relative_absolute_error: 0.6785, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.8625, unweighted_recall: 0.6916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8147, f_measure: 0.8229, kappa: 0.4269, kb_relative_information_score: 0.2555, mean_absolute_error: 0.2187, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.8208, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.6695, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3444, root_relative_squared_error: 0.8531, unweighted_recall: 0.6883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8057, f_measure: 0.8255, kappa: 0.4443, kb_relative_information_score: 0.2416, mean_absolute_error: 0.2216, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8221, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.6786, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3493, root_relative_squared_error: 0.8654, unweighted_recall: 0.7044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8057, f_measure: 0.8231, kappa: 0.4315, kb_relative_information_score: 0.2388, mean_absolute_error: 0.2211, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8199, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.6769, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3485, root_relative_squared_error: 0.8634, unweighted_recall: 0.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8082, f_measure: 0.8238, kappa: 0.4314, kb_relative_information_score: 0.2377, mean_absolute_error: 0.222, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.8213, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.6798, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3497, root_relative_squared_error: 0.8663, unweighted_recall: 0.6918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8089, f_measure: 0.8263, kappa: 0.4402, kb_relative_information_score: 0.2449, mean_absolute_error: 0.2203, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8372, number_of_instances: 522, precision: 0.8238, predictive_accuracy: 0.8372, prior_entropy: 0.7318, relative_absolute_error: 0.6745, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.8602, unweighted_recall: 0.6964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8114, f_measure: 0.8279, kappa: 0.4446, kb_relative_information_score: 0.2427, mean_absolute_error: 0.2201, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8258, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.674, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3477, root_relative_squared_error: 0.8614, unweighted_recall: 0.6976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.805, f_measure: 0.8328, kappa: 0.4658, kb_relative_information_score: 0.2367, mean_absolute_error: 0.2211, mean_prior_absolute_error: 0.3266, weighted_recall: 0.841, number_of_instances: 522, precision: 0.8299, predictive_accuracy: 0.841, prior_entropy: 0.7318, relative_absolute_error: 0.6771, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3494, root_relative_squared_error: 0.8656, unweighted_recall: 0.7127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8082, f_measure: 0.8337, kappa: 0.4662, kb_relative_information_score: 0.2452, mean_absolute_error: 0.2206, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8429, number_of_instances: 522, precision: 0.8312, predictive_accuracy: 0.8429, prior_entropy: 0.7318, relative_absolute_error: 0.6755, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.8603, unweighted_recall: 0.7105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8147, f_measure: 0.8304, kappa: 0.4534, kb_relative_information_score: 0.2431, mean_absolute_error: 0.2204, mean_prior_absolute_error: 0.3266, weighted_recall: 0.841, number_of_instances: 522, precision: 0.8283, predictive_accuracy: 0.841, prior_entropy: 0.7318, relative_absolute_error: 0.6749, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3466, root_relative_squared_error: 0.8586, unweighted_recall: 0.7023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8056, f_measure: 0.8229, kappa: 0.4269, kb_relative_information_score: 0.2394, mean_absolute_error: 0.2209, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.8208, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.6765, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3492, root_relative_squared_error: 0.8649, unweighted_recall: 0.6883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8003, f_measure: 0.8296, kappa: 0.4532, kb_relative_information_score: 0.2297, mean_absolute_error: 0.2237, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8268, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.685, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3514, root_relative_squared_error: 0.8704, unweighted_recall: 0.7046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8122, f_measure: 0.828, kappa: 0.4488, kb_relative_information_score: 0.2465, mean_absolute_error: 0.2194, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8372, number_of_instances: 522, precision: 0.825, predictive_accuracy: 0.8372, prior_entropy: 0.7318, relative_absolute_error: 0.6717, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.86, unweighted_recall: 0.7034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8095, f_measure: 0.8247, kappa: 0.4358, kb_relative_information_score: 0.2498, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.8218, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.6715, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.8608, unweighted_recall: 0.6952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8023, f_measure: 0.8206, kappa: 0.4227, kb_relative_information_score: 0.2354, mean_absolute_error: 0.2228, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8174, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.6821, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3509, root_relative_squared_error: 0.8692, unweighted_recall: 0.6894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8046, f_measure: 0.8156, kappa: 0.405, kb_relative_information_score: 0.2431, mean_absolute_error: 0.221, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8276, number_of_instances: 522, precision: 0.8122, predictive_accuracy: 0.8276, prior_entropy: 0.7318, relative_absolute_error: 0.6768, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3494, root_relative_squared_error: 0.8655, unweighted_recall: 0.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8075, f_measure: 0.8165, kappa: 0.4096, kb_relative_information_score: 0.2371, mean_absolute_error: 0.2215, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8276, number_of_instances: 522, precision: 0.8129, predictive_accuracy: 0.8276, prior_entropy: 0.7318, relative_absolute_error: 0.6783, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3498, root_relative_squared_error: 0.8665, unweighted_recall: 0.6835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8064, f_measure: 0.8215, kappa: 0.4271, kb_relative_information_score: 0.2357, mean_absolute_error: 0.2214, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8181, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.678, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3498, root_relative_squared_error: 0.8664, unweighted_recall: 0.6928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8057, f_measure: 0.8247, kappa: 0.4358, kb_relative_information_score: 0.2354, mean_absolute_error: 0.221, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.8218, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.6766, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3497, root_relative_squared_error: 0.8664, unweighted_recall: 0.6952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8035, f_measure: 0.8239, kappa: 0.4358, kb_relative_information_score: 0.2371, mean_absolute_error: 0.2221, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8206, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.68, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.351, root_relative_squared_error: 0.8694, unweighted_recall: 0.6975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.809, f_measure: 0.8118, kappa: 0.3969, kb_relative_information_score: 0.2441, mean_absolute_error: 0.2198, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8218, number_of_instances: 522, precision: 0.8075, predictive_accuracy: 0.8218, prior_entropy: 0.7318, relative_absolute_error: 0.673, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.8625, unweighted_recall: 0.6799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8072, f_measure: 0.8288, kappa: 0.4489, kb_relative_information_score: 0.2433, mean_absolute_error: 0.2204, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8263, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.6749, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3488, root_relative_squared_error: 0.864, unweighted_recall: 0.7011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8064, f_measure: 0.8336, kappa: 0.4624, kb_relative_information_score: 0.2424, mean_absolute_error: 0.2206, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8324, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6754, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3481, root_relative_squared_error: 0.8624, unweighted_recall: 0.7047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8139, f_measure: 0.8174, kappa: 0.4141, kb_relative_information_score: 0.2474, mean_absolute_error: 0.2202, 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: 0.6743, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3471, root_relative_squared_error: 0.8599, unweighted_recall: 0.6869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8069, f_measure: 0.8288, kappa: 0.4489, kb_relative_information_score: 0.2482, mean_absolute_error: 0.2204, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8263, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.6749, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3487, root_relative_squared_error: 0.8637, unweighted_recall: 0.7011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.811, f_measure: 0.8215, kappa: 0.4315, kb_relative_information_score: 0.2439, mean_absolute_error: 0.2205, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8295, number_of_instances: 522, precision: 0.8178, predictive_accuracy: 0.8295, prior_entropy: 0.7318, relative_absolute_error: 0.6751, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3505, root_relative_squared_error: 0.8683, unweighted_recall: 0.6986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8093, f_measure: 0.8296, kappa: 0.4532, kb_relative_information_score: 0.2452, mean_absolute_error: 0.2201, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8268, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.6738, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.8656, unweighted_recall: 0.7046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8034, f_measure: 0.8163, kappa: 0.4046, kb_relative_information_score: 0.2406, mean_absolute_error: 0.2209, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8295, number_of_instances: 522, precision: 0.8136, predictive_accuracy: 0.8295, prior_entropy: 0.7318, relative_absolute_error: 0.6764, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3489, root_relative_squared_error: 0.8642, unweighted_recall: 0.6778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8055, f_measure: 0.8263, kappa: 0.4402, kb_relative_information_score: 0.2466, mean_absolute_error: 0.2192, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8372, number_of_instances: 522, precision: 0.8238, predictive_accuracy: 0.8372, prior_entropy: 0.7318, relative_absolute_error: 0.6713, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3488, root_relative_squared_error: 0.864, unweighted_recall: 0.6964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8103, f_measure: 0.8263, kappa: 0.4402, kb_relative_information_score: 0.2477, mean_absolute_error: 0.2202, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8372, number_of_instances: 522, precision: 0.8238, predictive_accuracy: 0.8372, prior_entropy: 0.7318, relative_absolute_error: 0.6742, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3479, root_relative_squared_error: 0.8618, unweighted_recall: 0.6964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8072, f_measure: 0.8174, kappa: 0.4141, kb_relative_information_score: 0.2384, mean_absolute_error: 0.2223, 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: 0.6806, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3497, root_relative_squared_error: 0.8663, unweighted_recall: 0.6869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8062, f_measure: 0.832, kappa: 0.4579, kb_relative_information_score: 0.2413, mean_absolute_error: 0.221, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8429, number_of_instances: 522, precision: 0.8303, predictive_accuracy: 0.8429, prior_entropy: 0.7318, relative_absolute_error: 0.6766, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3487, root_relative_squared_error: 0.8638, unweighted_recall: 0.7035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8005, f_measure: 0.8336, kappa: 0.4624, kb_relative_information_score: 0.2402, mean_absolute_error: 0.2214, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8448, number_of_instances: 522, precision: 0.8324, predictive_accuracy: 0.8448, prior_entropy: 0.7318, relative_absolute_error: 0.6781, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3504, root_relative_squared_error: 0.8679, unweighted_recall: 0.7047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8054, f_measure: 0.8239, kappa: 0.4358, kb_relative_information_score: 0.2448, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8206, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.6773, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3484, root_relative_squared_error: 0.8631, unweighted_recall: 0.6975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, f_measure: 0.8231, kappa: 0.4315, kb_relative_information_score: 0.2466, mean_absolute_error: 0.2203, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8199, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.6746, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3497, root_relative_squared_error: 0.8662, unweighted_recall: 0.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8093, f_measure: 0.827, kappa: 0.4403, kb_relative_information_score: 0.2443, mean_absolute_error: 0.2204, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8253, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.6748, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.348, root_relative_squared_error: 0.862, unweighted_recall: 0.6942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.806, f_measure: 0.8206, kappa: 0.4227, kb_relative_information_score: 0.2408, mean_absolute_error: 0.222, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8174, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.6798, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.351, root_relative_squared_error: 0.8694, unweighted_recall: 0.6894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8062, f_measure: 0.8288, kappa: 0.4489, kb_relative_information_score: 0.2513, mean_absolute_error: 0.2185, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8263, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.6691, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.8602, unweighted_recall: 0.7011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8134, f_measure: 0.8197, kappa: 0.4182, kb_relative_information_score: 0.2449, mean_absolute_error: 0.2202, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8168, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.6742, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.8609, unweighted_recall: 0.6859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8084, f_measure: 0.8231, kappa: 0.4358, kb_relative_information_score: 0.2284, mean_absolute_error: 0.2231, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8196, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.6831, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3513, root_relative_squared_error: 0.8701, unweighted_recall: 0.6998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8042, f_measure: 0.8254, kappa: 0.4358, kb_relative_information_score: 0.2389, mean_absolute_error: 0.2217, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8372, number_of_instances: 522, precision: 0.8233, predictive_accuracy: 0.8372, prior_entropy: 0.7318, relative_absolute_error: 0.6787, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.35, root_relative_squared_error: 0.867, unweighted_recall: 0.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8075, f_measure: 0.8231, kappa: 0.4315, kb_relative_information_score: 0.2521, mean_absolute_error: 0.2195, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8199, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.6722, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3476, root_relative_squared_error: 0.8611, unweighted_recall: 0.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8053, f_measure: 0.8197, kappa: 0.4182, kb_relative_information_score: 0.2498, mean_absolute_error: 0.22, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8168, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.6736, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.8609, unweighted_recall: 0.6859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8081, f_measure: 0.8288, kappa: 0.4489, kb_relative_information_score: 0.2429, mean_absolute_error: 0.2207, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8263, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.6759, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.348, root_relative_squared_error: 0.8621, unweighted_recall: 0.7011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7986, f_measure: 0.8255, kappa: 0.4402, kb_relative_information_score: 0.2394, mean_absolute_error: 0.2219, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.8225, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.6793, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3506, root_relative_squared_error: 0.8685, unweighted_recall: 0.6987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8076, f_measure: 0.8213, kappa: 0.4226, kb_relative_information_score: 0.2405, mean_absolute_error: 0.221, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8187, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.6767, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3486, root_relative_squared_error: 0.8635, unweighted_recall: 0.6871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8045, f_measure: 0.8206, kappa: 0.4227, kb_relative_information_score: 0.2313, mean_absolute_error: 0.2231, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8174, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.683, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.352, root_relative_squared_error: 0.872, unweighted_recall: 0.6894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8081, f_measure: 0.8215, kappa: 0.4271, kb_relative_information_score: 0.23, mean_absolute_error: 0.2229, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8181, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.6826, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3505, root_relative_squared_error: 0.8682, unweighted_recall: 0.6928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8011, f_measure: 0.819, kappa: 0.4184, kb_relative_information_score: 0.2468, mean_absolute_error: 0.221, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8295, number_of_instances: 522, precision: 0.8155, predictive_accuracy: 0.8295, prior_entropy: 0.7318, relative_absolute_error: 0.6767, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3504, root_relative_squared_error: 0.8679, unweighted_recall: 0.6882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8091, f_measure: 0.8279, kappa: 0.4446, kb_relative_information_score: 0.2505, mean_absolute_error: 0.219, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8258, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.6706, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.8601, unweighted_recall: 0.6976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8032, f_measure: 0.8165, kappa: 0.4096, kb_relative_information_score: 0.2342, mean_absolute_error: 0.223, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8276, number_of_instances: 522, precision: 0.8129, predictive_accuracy: 0.8276, prior_entropy: 0.7318, relative_absolute_error: 0.6827, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3509, root_relative_squared_error: 0.8692, unweighted_recall: 0.6835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8075, f_measure: 0.8353, kappa: 0.4669, kb_relative_information_score: 0.2498, mean_absolute_error: 0.219, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8467, number_of_instances: 522, precision: 0.8345, predictive_accuracy: 0.8467, prior_entropy: 0.7318, relative_absolute_error: 0.6707, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.8581, unweighted_recall: 0.7059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8041, f_measure: 0.8206, kappa: 0.4227, kb_relative_information_score: 0.237, mean_absolute_error: 0.2221, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8174, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.68, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3502, root_relative_squared_error: 0.8674, unweighted_recall: 0.6894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7989, f_measure: 0.819, kappa: 0.4184, kb_relative_information_score: 0.228, mean_absolute_error: 0.2238, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8295, number_of_instances: 522, precision: 0.8155, predictive_accuracy: 0.8295, prior_entropy: 0.7318, relative_absolute_error: 0.6852, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3512, root_relative_squared_error: 0.8701, unweighted_recall: 0.6882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8111, f_measure: 0.827, kappa: 0.4403, kb_relative_information_score: 0.2458, mean_absolute_error: 0.2207, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8253, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.6756, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3478, root_relative_squared_error: 0.8615, unweighted_recall: 0.6942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8031, f_measure: 0.8149, kappa: 0.4053, kb_relative_information_score: 0.2425, mean_absolute_error: 0.2212, 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: 0.6773, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3496, root_relative_squared_error: 0.866, unweighted_recall: 0.6823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8116, f_measure: 0.8231, kappa: 0.4315, kb_relative_information_score: 0.246, mean_absolute_error: 0.2201, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8199, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.674, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.348, root_relative_squared_error: 0.8621, unweighted_recall: 0.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8045, f_measure: 0.814, kappa: 0.4007, kb_relative_information_score: 0.2386, mean_absolute_error: 0.221, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8257, number_of_instances: 522, precision: 0.8104, predictive_accuracy: 0.8257, prior_entropy: 0.7318, relative_absolute_error: 0.6768, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3499, root_relative_squared_error: 0.8667, unweighted_recall: 0.6788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8028, f_measure: 0.8239, kappa: 0.4358, kb_relative_information_score: 0.2346, mean_absolute_error: 0.2225, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8206, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.6813, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3502, root_relative_squared_error: 0.8675, unweighted_recall: 0.6975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8084, f_measure: 0.8229, kappa: 0.4269, kb_relative_information_score: 0.2555, mean_absolute_error: 0.2191, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.8208, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.6709, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3462, root_relative_squared_error: 0.8576, unweighted_recall: 0.6883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, f_measure: 0.8223, kappa: 0.4315, kb_relative_information_score: 0.245, mean_absolute_error: 0.2207, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8188, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.6757, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3491, root_relative_squared_error: 0.8649, unweighted_recall: 0.6963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8046, f_measure: 0.8247, kappa: 0.4358, kb_relative_information_score: 0.2347, mean_absolute_error: 0.2217, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.8218, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.6787, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3509, root_relative_squared_error: 0.8693, unweighted_recall: 0.6952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8067, f_measure: 0.8328, kappa: 0.4621, kb_relative_information_score: 0.2561, mean_absolute_error: 0.2176, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8429, number_of_instances: 522, precision: 0.8307, predictive_accuracy: 0.8429, prior_entropy: 0.7318, relative_absolute_error: 0.6664, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3459, root_relative_squared_error: 0.8569, unweighted_recall: 0.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8093, f_measure: 0.832, kappa: 0.4617, kb_relative_information_score: 0.2475, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.3266, weighted_recall: 0.841, number_of_instances: 522, precision: 0.8293, predictive_accuracy: 0.841, prior_entropy: 0.7318, relative_absolute_error: 0.6728, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3465, root_relative_squared_error: 0.8583, unweighted_recall: 0.7093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8097, f_measure: 0.8328, kappa: 0.4621, kb_relative_information_score: 0.2566, mean_absolute_error: 0.2178, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8429, number_of_instances: 522, precision: 0.8307, predictive_accuracy: 0.8429, prior_entropy: 0.7318, relative_absolute_error: 0.6669, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3451, root_relative_squared_error: 0.8548, unweighted_recall: 0.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8046, f_measure: 0.828, kappa: 0.4488, kb_relative_information_score: 0.2488, mean_absolute_error: 0.2201, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8372, number_of_instances: 522, precision: 0.825, predictive_accuracy: 0.8372, prior_entropy: 0.7318, relative_absolute_error: 0.674, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3487, root_relative_squared_error: 0.8639, unweighted_recall: 0.7034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7988, f_measure: 0.8294, kappa: 0.4449, kb_relative_information_score: 0.2312, mean_absolute_error: 0.2235, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8429, number_of_instances: 522, precision: 0.8293, predictive_accuracy: 0.8429, prior_entropy: 0.7318, relative_absolute_error: 0.6845, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3511, root_relative_squared_error: 0.8698, unweighted_recall: 0.6931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8044, f_measure: 0.8238, kappa: 0.4314, kb_relative_information_score: 0.2408, mean_absolute_error: 0.2207, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.8213, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.6758, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.8656, unweighted_recall: 0.6918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8105, f_measure: 0.8296, kappa: 0.4532, kb_relative_information_score: 0.2501, mean_absolute_error: 0.2202, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8268, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.6741, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3483, root_relative_squared_error: 0.8627, unweighted_recall: 0.7046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8042, f_measure: 0.8197, kappa: 0.4182, kb_relative_information_score: 0.2341, mean_absolute_error: 0.2222, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8314, number_of_instances: 522, precision: 0.8168, predictive_accuracy: 0.8314, prior_entropy: 0.7318, relative_absolute_error: 0.6803, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3511, root_relative_squared_error: 0.8698, unweighted_recall: 0.6859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8056, f_measure: 0.8279, kappa: 0.4446, kb_relative_information_score: 0.2367, mean_absolute_error: 0.2221, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8258, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.6799, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3502, root_relative_squared_error: 0.8676, unweighted_recall: 0.6976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.8222, kappa: 0.427, kb_relative_information_score: 0.2373, mean_absolute_error: 0.2223, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8193, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.6806, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.351, root_relative_squared_error: 0.8694, unweighted_recall: 0.6906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8004, f_measure: 0.8328, kappa: 0.4621, kb_relative_information_score: 0.2355, mean_absolute_error: 0.2221, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8429, number_of_instances: 522, precision: 0.8307, predictive_accuracy: 0.8429, prior_entropy: 0.7318, relative_absolute_error: 0.6802, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3525, root_relative_squared_error: 0.8733, unweighted_recall: 0.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8121, f_measure: 0.8272, kappa: 0.4445, kb_relative_information_score: 0.2507, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8372, number_of_instances: 522, precision: 0.8244, predictive_accuracy: 0.8372, prior_entropy: 0.7318, relative_absolute_error: 0.6727, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3462, root_relative_squared_error: 0.8576, unweighted_recall: 0.6999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, f_measure: 0.8296, kappa: 0.4532, kb_relative_information_score: 0.2538, mean_absolute_error: 0.2189, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8268, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.6704, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3465, root_relative_squared_error: 0.8584, unweighted_recall: 0.7046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8032, f_measure: 0.8137, kappa: 0.3955, kb_relative_information_score: 0.2355, mean_absolute_error: 0.2228, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8276, number_of_instances: 522, precision: 0.811, predictive_accuracy: 0.8276, prior_entropy: 0.7318, relative_absolute_error: 0.6821, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3507, root_relative_squared_error: 0.8688, unweighted_recall: 0.6731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8015, f_measure: 0.8174, kappa: 0.4141, kb_relative_information_score: 0.2382, mean_absolute_error: 0.2222, 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: 0.6803, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3521, root_relative_squared_error: 0.8721, unweighted_recall: 0.6869,

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