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: 0.8086, f_measure: 0.8327, kappa: 0.4695, kb_relative_information_score: 0.2693, mean_absolute_error: 0.2205, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8296, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.6751, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3418, root_relative_squared_error: 0.8467, unweighted_recall: 0.7185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8171, f_measure: 0.737, kappa: 0.1082, kb_relative_information_score: 0.1751, mean_absolute_error: 0.2501, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, precision: 0.7449, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.7659, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.86, unweighted_recall: 0.5381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.811, f_measure: 0.8251, kappa: 0.4559, kb_relative_information_score: 0.2444, mean_absolute_error: 0.2304, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8276, number_of_instances: 522, precision: 0.823, predictive_accuracy: 0.8276, prior_entropy: 0.7318, relative_absolute_error: 0.7055, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3448, root_relative_squared_error: 0.854, unweighted_recall: 0.7216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7865, f_measure: 0.8367, kappa: 0.4922, kb_relative_information_score: 0.2839, mean_absolute_error: 0.2117, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8349, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.6484, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3545, root_relative_squared_error: 0.8782, unweighted_recall: 0.7393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7971, f_measure: 0.8094, kappa: 0.4393, kb_relative_information_score: 0.1936, mean_absolute_error: 0.2361, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8027, number_of_instances: 522, precision: 0.8195, predictive_accuracy: 0.8027, prior_entropy: 0.7318, relative_absolute_error: 0.723, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3542, root_relative_squared_error: 0.8774, unweighted_recall: 0.7372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8059, f_measure: 0.8293, kappa: 0.4818, kb_relative_information_score: 0.2207, mean_absolute_error: 0.2373, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8276, number_of_instances: 522, precision: 0.8313, predictive_accuracy: 0.8276, prior_entropy: 0.7318, relative_absolute_error: 0.7265, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.8625, unweighted_recall: 0.7459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8257, f_measure: 0.8335, kappa: 0.4838, kb_relative_information_score: 0.2782, mean_absolute_error: 0.2188, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.832, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.6699, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3394, root_relative_squared_error: 0.8409, unweighted_recall: 0.7369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7936, f_measure: 0.8254, kappa: 0.4358, kb_relative_information_score: 0.2675, mean_absolute_error: 0.2206, 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: 0.6753, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.35, root_relative_squared_error: 0.8671, unweighted_recall: 0.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7851, kb_relative_information_score: 0.1398, mean_absolute_error: 0.2547, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.7799, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3547, root_relative_squared_error: 0.8786, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8116, f_measure: 0.8238, kappa: 0.4314, kb_relative_information_score: 0.257, mean_absolute_error: 0.2212, 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: 0.6773, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3444, root_relative_squared_error: 0.8532, unweighted_recall: 0.6918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5016, kb_relative_information_score: 0.0015, mean_absolute_error: 0.326, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.9982, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4884, kb_relative_information_score: 0.0002, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1.0001, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8239, f_measure: 0.8345, kappa: 0.4843, kb_relative_information_score: 0.2942, mean_absolute_error: 0.213, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8372, number_of_instances: 522, precision: 0.8324, predictive_accuracy: 0.8372, prior_entropy: 0.7318, relative_absolute_error: 0.6521, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3427, root_relative_squared_error: 0.8488, unweighted_recall: 0.7346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.794, f_measure: 0.8217, kappa: 0.4176, kb_relative_information_score: 0.2364, mean_absolute_error: 0.2347, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8372, number_of_instances: 522, precision: 0.8218, predictive_accuracy: 0.8372, prior_entropy: 0.7318, relative_absolute_error: 0.7185, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3481, root_relative_squared_error: 0.8624, unweighted_recall: 0.6791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7852, f_measure: 0.8161, kappa: 0.4357, kb_relative_information_score: 0.1949, mean_absolute_error: 0.2381, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8161, number_of_instances: 522, precision: 0.8161, predictive_accuracy: 0.8161, prior_entropy: 0.7318, relative_absolute_error: 0.7289, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3515, root_relative_squared_error: 0.8708, unweighted_recall: 0.7179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7189, f_measure: 0.7023, kappa: -0.0076, kb_relative_information_score: 0.0116, mean_absolute_error: 0.287, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7912, number_of_instances: 522, precision: 0.6314, predictive_accuracy: 0.7912, prior_entropy: 0.7318, relative_absolute_error: 0.8787, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3798, root_relative_squared_error: 0.9409, unweighted_recall: 0.4976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7905, f_measure: 0.7448, kappa: 0.138, kb_relative_information_score: 0.1652, mean_absolute_error: 0.2488, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7931, number_of_instances: 522, precision: 0.7452, predictive_accuracy: 0.7931, prior_entropy: 0.7318, relative_absolute_error: 0.762, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3511, root_relative_squared_error: 0.8696, unweighted_recall: 0.5508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7808, f_measure: 0.7112, kappa: 0.0216, kb_relative_information_score: 0.1097, mean_absolute_error: 0.2589, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, precision: 0.7364, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.7928, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3566, root_relative_squared_error: 0.8833, unweighted_recall: 0.5069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8155, f_measure: 0.8489, kappa: 0.526, kb_relative_information_score: 0.2249, mean_absolute_error: 0.2364, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8525, number_of_instances: 522, precision: 0.8466, predictive_accuracy: 0.8525, prior_entropy: 0.7318, relative_absolute_error: 0.7238, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.8459, unweighted_recall: 0.7512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7666, f_measure: 0.7014, kappa: -0.0113, kb_relative_information_score: 0.0813, mean_absolute_error: 0.2579, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7893, number_of_instances: 522, precision: 0.6311, predictive_accuracy: 0.7893, prior_entropy: 0.7318, relative_absolute_error: 0.7895, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3647, root_relative_squared_error: 0.9035, unweighted_recall: 0.4964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8088, f_measure: 0.8336, kappa: 0.4699, kb_relative_information_score: 0.2776, mean_absolute_error: 0.22, mean_prior_absolute_error: 0.3266, weighted_recall: 0.841, number_of_instances: 522, precision: 0.8306, predictive_accuracy: 0.841, prior_entropy: 0.7318, relative_absolute_error: 0.6735, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.845, unweighted_recall: 0.7162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7825, f_measure: 0.8175, kappa: 0.4276, kb_relative_information_score: 0.2584, mean_absolute_error: 0.2239, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8218, number_of_instances: 522, precision: 0.8143, predictive_accuracy: 0.8218, prior_entropy: 0.7318, relative_absolute_error: 0.6857, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3491, root_relative_squared_error: 0.8648, unweighted_recall: 0.7041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.73, kb_relative_information_score: 0.0107, mean_absolute_error: 0.2968, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.9088, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3791, root_relative_squared_error: 0.9391, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8202, f_measure: 0.8377, kappa: 0.4928, kb_relative_information_score: 0.2246, mean_absolute_error: 0.2419, mean_prior_absolute_error: 0.3266, weighted_recall: 0.841, number_of_instances: 522, precision: 0.8354, predictive_accuracy: 0.841, prior_entropy: 0.7318, relative_absolute_error: 0.7406, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3402, root_relative_squared_error: 0.8428, unweighted_recall: 0.737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5016, kb_relative_information_score: 0.0016, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0018, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.9977, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7576, f_measure: 0.7136, kappa: 0.0284, kb_relative_information_score: 0.1507, mean_absolute_error: 0.2496, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7778, number_of_instances: 522, precision: 0.6933, predictive_accuracy: 0.7778, prior_entropy: 0.7318, relative_absolute_error: 0.7643, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3589, root_relative_squared_error: 0.8891, unweighted_recall: 0.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8077, f_measure: 0.8303, kappa: 0.4493, kb_relative_information_score: 0.2573, mean_absolute_error: 0.2267, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8429, number_of_instances: 522, precision: 0.8296, predictive_accuracy: 0.8429, prior_entropy: 0.7318, relative_absolute_error: 0.6941, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.344, root_relative_squared_error: 0.8521, unweighted_recall: 0.6966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7708, f_measure: 0.7023, kappa: -0.0076, kb_relative_information_score: 0.1098, mean_absolute_error: 0.2537, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7912, number_of_instances: 522, precision: 0.6314, predictive_accuracy: 0.7912, prior_entropy: 0.7318, relative_absolute_error: 0.7768, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3599, root_relative_squared_error: 0.8915, unweighted_recall: 0.4976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7976, f_measure: 0.8026, kappa: 0.4136, kb_relative_information_score: 0.1784, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7969, number_of_instances: 522, precision: 0.8102, predictive_accuracy: 0.7969, prior_entropy: 0.7318, relative_absolute_error: 0.7349, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3515, root_relative_squared_error: 0.8707, unweighted_recall: 0.7197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7652, f_measure: 0.7033, kappa: -0.0038, kb_relative_information_score: 0.0816, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7931, number_of_instances: 522, precision: 0.6317, predictive_accuracy: 0.7931, prior_entropy: 0.7318, relative_absolute_error: 0.8014, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3624, root_relative_squared_error: 0.8977, unweighted_recall: 0.4988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7728, f_measure: 0.8207, kappa: 0.4316, kb_relative_information_score: 0.2986, mean_absolute_error: 0.2031, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8276, number_of_instances: 522, precision: 0.817, predictive_accuracy: 0.8276, prior_entropy: 0.7318, relative_absolute_error: 0.6219, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3674, root_relative_squared_error: 0.9101, unweighted_recall: 0.7008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, kb_relative_information_score: -0.0014, mean_absolute_error: 0.3264, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1.0001, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8177, f_measure: 0.8238, kappa: 0.4593, kb_relative_information_score: 0.2383, mean_absolute_error: 0.2287, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8238, number_of_instances: 522, precision: 0.8238, predictive_accuracy: 0.8238, prior_entropy: 0.7318, relative_absolute_error: 0.7004, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3492, root_relative_squared_error: 0.8649, unweighted_recall: 0.7296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7165, f_measure: 0.8143, kappa: 0.4195, kb_relative_information_score: 0.3006, mean_absolute_error: 0.2033, mean_prior_absolute_error: 0.3266, weighted_recall: 0.818, number_of_instances: 522, precision: 0.8114, predictive_accuracy: 0.818, prior_entropy: 0.7318, relative_absolute_error: 0.6224, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3849, root_relative_squared_error: 0.9536, unweighted_recall: 0.7017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7816, f_measure: 0.8311, kappa: 0.4652, kb_relative_information_score: 0.2823, mean_absolute_error: 0.2152, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8372, number_of_instances: 522, precision: 0.8279, predictive_accuracy: 0.8372, prior_entropy: 0.7318, relative_absolute_error: 0.6589, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3506, root_relative_squared_error: 0.8686, unweighted_recall: 0.7173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.82, f_measure: 0.8304, kappa: 0.4573, kb_relative_information_score: 0.3067, mean_absolute_error: 0.2085, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8275, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.6383, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3373, root_relative_squared_error: 0.8355, unweighted_recall: 0.7081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7779, f_measure: 0.8093, kappa: 0.412, kb_relative_information_score: 0.2262, mean_absolute_error: 0.2321, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8103, number_of_instances: 522, precision: 0.8084, predictive_accuracy: 0.8103, prior_entropy: 0.7318, relative_absolute_error: 0.7106, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3557, root_relative_squared_error: 0.881, unweighted_recall: 0.7039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8013, f_measure: 0.8418, kappa: 0.5112, kb_relative_information_score: 0.254, mean_absolute_error: 0.2279, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8429, number_of_instances: 522, precision: 0.8408, predictive_accuracy: 0.8429, prior_entropy: 0.7318, relative_absolute_error: 0.6977, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3467, root_relative_squared_error: 0.8589, unweighted_recall: 0.7521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7868, kb_relative_information_score: 0.132, mean_absolute_error: 0.2533, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.7756, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3561, root_relative_squared_error: 0.8822, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8151, f_measure: 0.785, kappa: 0.2832, kb_relative_information_score: 0.1633, mean_absolute_error: 0.2433, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8142, number_of_instances: 522, precision: 0.788, predictive_accuracy: 0.8142, prior_entropy: 0.7318, relative_absolute_error: 0.7449, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3518, root_relative_squared_error: 0.8713, unweighted_recall: 0.6126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7664, kb_relative_information_score: 0.0657, mean_absolute_error: 0.2693, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.8245, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3629, root_relative_squared_error: 0.899, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.797, f_measure: 0.7586, kappa: 0.1976, kb_relative_information_score: 0.1563, mean_absolute_error: 0.251, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7893, number_of_instances: 522, precision: 0.7514, predictive_accuracy: 0.7893, prior_entropy: 0.7318, relative_absolute_error: 0.7685, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3541, root_relative_squared_error: 0.8772, unweighted_recall: 0.5796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8181, f_measure: 0.8361, kappa: 0.4885, kb_relative_information_score: 0.2629, mean_absolute_error: 0.2236, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8391, number_of_instances: 522, precision: 0.8339, predictive_accuracy: 0.8391, prior_entropy: 0.7318, relative_absolute_error: 0.6847, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3419, root_relative_squared_error: 0.8471, unweighted_recall: 0.7358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4884, kb_relative_information_score: -0, mean_absolute_error: 0.326, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.9983, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1.0001, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8118, f_measure: 0.8307, kappa: 0.4982, kb_relative_information_score: 0.193, mean_absolute_error: 0.2458, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8257, number_of_instances: 522, precision: 0.8382, predictive_accuracy: 0.8257, prior_entropy: 0.7318, relative_absolute_error: 0.7528, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.345, root_relative_squared_error: 0.8546, unweighted_recall: 0.7655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7979, f_measure: 0.8315, kappa: 0.4726, kb_relative_information_score: 0.2694, mean_absolute_error: 0.2198, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8352, number_of_instances: 522, precision: 0.8289, predictive_accuracy: 0.8352, prior_entropy: 0.7318, relative_absolute_error: 0.673, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3485, root_relative_squared_error: 0.8634, unweighted_recall: 0.7264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7323, f_measure: 0.7972, kappa: 0.3418, kb_relative_information_score: 0.2459, mean_absolute_error: 0.2255, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8123, number_of_instances: 522, precision: 0.7924, predictive_accuracy: 0.8123, prior_entropy: 0.7318, relative_absolute_error: 0.6903, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3732, root_relative_squared_error: 0.9245, unweighted_recall: 0.6496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7912, f_measure: 0.7761, kappa: 0.2605, kb_relative_information_score: 0.1696, mean_absolute_error: 0.2452, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8008, number_of_instances: 522, precision: 0.7713, predictive_accuracy: 0.8008, prior_entropy: 0.7318, relative_absolute_error: 0.7508, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3527, root_relative_squared_error: 0.8738, unweighted_recall: 0.6077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7882, f_measure: 0.7033, kappa: -0.0038, kb_relative_information_score: 0.1416, mean_absolute_error: 0.2502, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7931, number_of_instances: 522, precision: 0.6317, predictive_accuracy: 0.7931, prior_entropy: 0.7318, relative_absolute_error: 0.766, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3554, root_relative_squared_error: 0.8804, unweighted_recall: 0.4988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, kb_relative_information_score: 0.0017, mean_absolute_error: 0.3257, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.9972, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4037, root_relative_squared_error: 1.0001, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7828, f_measure: 0.7033, kappa: -0.0038, kb_relative_information_score: 0.1384, mean_absolute_error: 0.2521, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7931, number_of_instances: 522, precision: 0.6317, predictive_accuracy: 0.7931, prior_entropy: 0.7318, relative_absolute_error: 0.7719, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3561, root_relative_squared_error: 0.8821, unweighted_recall: 0.4988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7945, f_measure: 0.8254, kappa: 0.4358, kb_relative_information_score: 0.2823, mean_absolute_error: 0.2138, 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: 0.6546, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.35, root_relative_squared_error: 0.8671, unweighted_recall: 0.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8056, f_measure: 0.8175, kappa: 0.4578, kb_relative_information_score: 0.2085, mean_absolute_error: 0.2369, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8123, number_of_instances: 522, precision: 0.8248, predictive_accuracy: 0.8123, prior_entropy: 0.7318, relative_absolute_error: 0.7255, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3528, root_relative_squared_error: 0.8738, unweighted_recall: 0.7432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8184, f_measure: 0.808, kappa: 0.3714, kb_relative_information_score: 0.2609, mean_absolute_error: 0.2299, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8257, number_of_instances: 522, precision: 0.8068, predictive_accuracy: 0.8257, prior_entropy: 0.7318, relative_absolute_error: 0.7038, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3385, root_relative_squared_error: 0.8384, unweighted_recall: 0.658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.81, f_measure: 0.7628, kappa: 0.2093, kb_relative_information_score: 0.1751, mean_absolute_error: 0.2443, mean_prior_absolute_error: 0.3266, weighted_recall: 0.795, number_of_instances: 522, precision: 0.7583, predictive_accuracy: 0.795, prior_entropy: 0.7318, relative_absolute_error: 0.7482, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3504, root_relative_squared_error: 0.8681, unweighted_recall: 0.5832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8166, f_measure: 0.8299, kappa: 0.4684, kb_relative_information_score: 0.2648, mean_absolute_error: 0.2258, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8274, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.6914, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3426, root_relative_squared_error: 0.8486, unweighted_recall: 0.7252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7583, f_measure: 0.8306, kappa: 0.4722, kb_relative_information_score: 0.3122, mean_absolute_error: 0.2024, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8333, number_of_instances: 522, precision: 0.8284, predictive_accuracy: 0.8333, prior_entropy: 0.7318, relative_absolute_error: 0.6196, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3651, root_relative_squared_error: 0.9044, unweighted_recall: 0.7287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7513, f_measure: 0.785, kappa: 0.31, kb_relative_information_score: 0.192, mean_absolute_error: 0.2271, 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: 0.6953, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3907, root_relative_squared_error: 0.9678, unweighted_recall: 0.6399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6946, f_measure: 0.7721, kappa: 0.2902, kb_relative_information_score: 0.1621, mean_absolute_error: 0.2274, 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: 0.6963, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4206, root_relative_squared_error: 1.0419, unweighted_recall: 0.6405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7231, f_measure: 0.7749, kappa: 0.2819, kb_relative_information_score: 0.1604, mean_absolute_error: 0.2288, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7854, number_of_instances: 522, precision: 0.7682, predictive_accuracy: 0.7854, prior_entropy: 0.7318, relative_absolute_error: 0.7005, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4027, root_relative_squared_error: 0.9976, unweighted_recall: 0.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7732, f_measure: 0.8069, kappa: 0.3662, kb_relative_information_score: 0.2053, mean_absolute_error: 0.2296, 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: 0.7029, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3679, root_relative_squared_error: 0.9113, unweighted_recall: 0.6545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7596, f_measure: 0.7835, kappa: 0.2789, kb_relative_information_score: 0.2062, mean_absolute_error: 0.2251, 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: 0.6892, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3752, root_relative_squared_error: 0.9295, unweighted_recall: 0.6114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7653, f_measure: 0.7996, kappa: 0.358, kb_relative_information_score: 0.1909, mean_absolute_error: 0.2345, 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: 0.718, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3749, root_relative_squared_error: 0.9286, unweighted_recall: 0.6622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7732, f_measure: 0.8069, kappa: 0.3662, kb_relative_information_score: 0.2053, mean_absolute_error: 0.2296, 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: 0.7029, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3679, root_relative_squared_error: 0.9113, unweighted_recall: 0.6545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7389, f_measure: 0.788, kappa: 0.3177, kb_relative_information_score: 0.193, mean_absolute_error: 0.2209, 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: 0.6765, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3888, root_relative_squared_error: 0.963, unweighted_recall: 0.6423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7469, f_measure: 0.7829, kappa: 0.3076, kb_relative_information_score: 0.1861, mean_absolute_error: 0.231, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7931, number_of_instances: 522, precision: 0.7768, predictive_accuracy: 0.7931, prior_entropy: 0.7318, relative_absolute_error: 0.7074, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.387, root_relative_squared_error: 0.9586, unweighted_recall: 0.641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6264, f_measure: 0.7614, kappa: 0.2591, kb_relative_information_score: 0.1591, mean_absolute_error: 0.2356, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7644, number_of_instances: 522, precision: 0.7587, predictive_accuracy: 0.7644, prior_entropy: 0.7318, relative_absolute_error: 0.7215, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4854, root_relative_squared_error: 1.2025, unweighted_recall: 0.6264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.698, f_measure: 0.7721, kappa: 0.2902, kb_relative_information_score: 0.1783, mean_absolute_error: 0.2237, 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: 0.685, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4186, root_relative_squared_error: 1.0369, unweighted_recall: 0.6405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7326, f_measure: 0.7951, kappa: 0.3389, kb_relative_information_score: 0.182, mean_absolute_error: 0.2235, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8084, number_of_instances: 522, precision: 0.7897, predictive_accuracy: 0.8084, prior_entropy: 0.7318, relative_absolute_error: 0.6843, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3888, root_relative_squared_error: 0.963, unweighted_recall: 0.6506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7701, f_measure: 0.7941, kappa: 0.3411, kb_relative_information_score: 0.1988, mean_absolute_error: 0.2298, 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: 0.7035, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3802, root_relative_squared_error: 0.9419, unweighted_recall: 0.6552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7454, f_measure: 0.7835, kappa: 0.3061, kb_relative_information_score: 0.1878, mean_absolute_error: 0.2284, 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: 0.6994, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3909, root_relative_squared_error: 0.9684, unweighted_recall: 0.6387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7716, f_measure: 0.7941, kappa: 0.3411, kb_relative_information_score: 0.1939, mean_absolute_error: 0.2342, 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: 0.7172, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.374, root_relative_squared_error: 0.9266, unweighted_recall: 0.6552,
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: 0.7579, f_measure: 0.7875, kappa: 0.3191, kb_relative_information_score: 0.1842, mean_absolute_error: 0.2328, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7989, number_of_instances: 522, precision: 0.7814, predictive_accuracy: 0.7989, prior_entropy: 0.7318, relative_absolute_error: 0.7127, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3829, root_relative_squared_error: 0.9486, unweighted_recall: 0.6446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7713, f_measure: 0.7941, kappa: 0.3411, kb_relative_information_score: 0.195, mean_absolute_error: 0.2344, 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: 0.7176, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3747, root_relative_squared_error: 0.9283, unweighted_recall: 0.6552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7487, f_measure: 0.7819, kappa: 0.3023, kb_relative_information_score: 0.1961, mean_absolute_error: 0.2289, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7931, number_of_instances: 522, precision: 0.7755, predictive_accuracy: 0.7931, prior_entropy: 0.7318, relative_absolute_error: 0.701, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3868, root_relative_squared_error: 0.9581, unweighted_recall: 0.6375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7843, f_measure: 0.7931, kappa: 0.336, kb_relative_information_score: 0.2086, mean_absolute_error: 0.2296, 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: 0.703, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3741, root_relative_squared_error: 0.9266, unweighted_recall: 0.6517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.782, f_measure: 0.8149, kappa: 0.4053, kb_relative_information_score: 0.2025, mean_absolute_error: 0.231, 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: 0.7072, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3641, root_relative_squared_error: 0.9018, unweighted_recall: 0.6823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7721, f_measure: 0.7956, kappa: 0.345, kb_relative_information_score: 0.1982, mean_absolute_error: 0.2299, 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: 0.7041, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3804, root_relative_squared_error: 0.9423, unweighted_recall: 0.6564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7841, f_measure: 0.8174, kappa: 0.4141, kb_relative_information_score: 0.2086, mean_absolute_error: 0.2288, 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: 0.7005, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3637, root_relative_squared_error: 0.901, unweighted_recall: 0.6869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.775, f_measure: 0.8054, kappa: 0.3619, kb_relative_information_score: 0.2106, mean_absolute_error: 0.228, 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: 0.698, 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: 0.8078, f_measure: 0.8074, kappa: 0.3654, kb_relative_information_score: 0.2468, mean_absolute_error: 0.2243, 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: 0.6869, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3528, root_relative_squared_error: 0.8741, unweighted_recall: 0.6523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7468, f_measure: 0.782, kappa: 0.2747, kb_relative_information_score: 0.1824, mean_absolute_error: 0.2313, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8103, number_of_instances: 522, precision: 0.7825, predictive_accuracy: 0.8103, prior_entropy: 0.7318, relative_absolute_error: 0.7083, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3802, root_relative_squared_error: 0.9417, unweighted_recall: 0.6102,
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: 0.7323, f_measure: 0.7749, kappa: 0.2819, kb_relative_information_score: 0.1738, mean_absolute_error: 0.2248, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7854, number_of_instances: 522, precision: 0.7682, predictive_accuracy: 0.7854, prior_entropy: 0.7318, relative_absolute_error: 0.6882, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4001, root_relative_squared_error: 0.991, unweighted_recall: 0.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7691, f_measure: 0.8142, kappa: 0.4057, kb_relative_information_score: 0.1942, mean_absolute_error: 0.2345, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8238, number_of_instances: 522, precision: 0.8101, predictive_accuracy: 0.8238, prior_entropy: 0.7318, relative_absolute_error: 0.7181, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3673, root_relative_squared_error: 0.9099, unweighted_recall: 0.6845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7752, f_measure: 0.8069, kappa: 0.3662, kb_relative_information_score: 0.2097, mean_absolute_error: 0.2283, 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: 0.699, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3668, root_relative_squared_error: 0.9087, unweighted_recall: 0.6545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7842, f_measure: 0.7931, kappa: 0.336, kb_relative_information_score: 0.2085, mean_absolute_error: 0.2297, 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: 0.7032, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.927, unweighted_recall: 0.6517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.783, f_measure: 0.8142, kappa: 0.4057, kb_relative_information_score: 0.2142, mean_absolute_error: 0.2269, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8238, number_of_instances: 522, precision: 0.8101, predictive_accuracy: 0.8238, prior_entropy: 0.7318, relative_absolute_error: 0.6947, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3648, root_relative_squared_error: 0.9035, unweighted_recall: 0.6845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.805, f_measure: 0.8179, kappa: 0.409, kb_relative_information_score: 0.2385, mean_absolute_error: 0.2239, 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: 0.6856, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3532, root_relative_squared_error: 0.8749, unweighted_recall: 0.679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7625, f_measure: 0.785, kappa: 0.31, kb_relative_information_score: 0.1969, mean_absolute_error: 0.2303, 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: 0.705, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3832, root_relative_squared_error: 0.9492, unweighted_recall: 0.6399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7854, f_measure: 0.7931, kappa: 0.336, kb_relative_information_score: 0.2097, mean_absolute_error: 0.2291, 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: 0.7014, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3741, root_relative_squared_error: 0.9266, unweighted_recall: 0.6517,
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: 0.7508, f_measure: 0.7835, kappa: 0.2789, kb_relative_information_score: 0.2024, mean_absolute_error: 0.2265, 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: 0.6936, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3773, root_relative_squared_error: 0.9346, unweighted_recall: 0.6114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7183, f_measure: 0.7774, kappa: 0.291, kb_relative_information_score: 0.1561, mean_absolute_error: 0.2304, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7874, number_of_instances: 522, precision: 0.771, predictive_accuracy: 0.7874, prior_entropy: 0.7318, relative_absolute_error: 0.7054, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.4051, root_relative_squared_error: 1.0036, unweighted_recall: 0.6339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7844, f_measure: 0.7931, kappa: 0.336, kb_relative_information_score: 0.2086, mean_absolute_error: 0.2296, 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: 0.703, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.374, root_relative_squared_error: 0.9265, unweighted_recall: 0.6517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.686, 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: 0.4158, root_relative_squared_error: 1.03, unweighted_recall: 0.5941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7695, f_measure: 0.8142, kappa: 0.4057, kb_relative_information_score: 0.2003, mean_absolute_error: 0.2321, mean_prior_absolute_error: 0.3266, weighted_recall: 0.8238, number_of_instances: 522, precision: 0.8101, predictive_accuracy: 0.8238, prior_entropy: 0.7318, relative_absolute_error: 0.7106, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3675, root_relative_squared_error: 0.9103, unweighted_recall: 0.6845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7661, f_measure: 0.7875, kappa: 0.3191, kb_relative_information_score: 0.201, mean_absolute_error: 0.2285, mean_prior_absolute_error: 0.3266, weighted_recall: 0.7989, number_of_instances: 522, precision: 0.7814, predictive_accuracy: 0.7989, prior_entropy: 0.7318, relative_absolute_error: 0.6996, root_mean_prior_squared_error: 0.4037, root_mean_squared_error: 0.3824, root_relative_squared_error: 0.9473, unweighted_recall: 0.6446,

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