OpenML
Supervised Classification on kr-vs-kp

Supervised Classification on kr-vs-kp

Task 3 Supervised Classification kr-vs-kp 173956 runs submitted
0 likes downloaded by 4 people , 7 total downloads 0 issues
Visibility: Public
  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_218 study_41 study_50 study_7 study_70 study_73 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

173956 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: 0.9991, f_measure: 0.9828, kappa: 0.9655, kb_relative_information_score: 0.9543, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.499, weighted_recall: 0.9828, number_of_instances: 3196, precision: 0.9828, predictive_accuracy: 0.9828, prior_entropy: 0.9986, relative_absolute_error: 0.0493, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1073, root_relative_squared_error: 0.2148, unweighted_recall: 0.9827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9884, kappa: 0.9768, kb_relative_information_score: 0.9735, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.499, weighted_recall: 0.9884, number_of_instances: 3196, precision: 0.9884, predictive_accuracy: 0.9884, prior_entropy: 0.9986, relative_absolute_error: 0.028, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.1815, unweighted_recall: 0.9884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9762, kappa: 0.9524, kb_relative_information_score: 0.9232, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.499, weighted_recall: 0.9762, number_of_instances: 3196, precision: 0.9762, predictive_accuracy: 0.9762, prior_entropy: 0.9986, relative_absolute_error: 0.0849, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.133, root_relative_squared_error: 0.2662, unweighted_recall: 0.9763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9637, kappa: 0.9272, kb_relative_information_score: 0.7656, mean_absolute_error: 0.1338, mean_prior_absolute_error: 0.499, weighted_recall: 0.9637, number_of_instances: 3196, precision: 0.9641, predictive_accuracy: 0.9637, prior_entropy: 0.9986, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2083, root_relative_squared_error: 0.417, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9931, kappa: 0.9862, kb_relative_information_score: 0.9676, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.499, weighted_recall: 0.9931, number_of_instances: 3196, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.9986, relative_absolute_error: 0.0376, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0805, root_relative_squared_error: 0.1612, unweighted_recall: 0.9931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9722, kappa: 0.9442, kb_relative_information_score: 0.9149, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.499, weighted_recall: 0.9722, number_of_instances: 3196, precision: 0.9722, predictive_accuracy: 0.9722, prior_entropy: 0.9986, relative_absolute_error: 0.0922, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1484, root_relative_squared_error: 0.297, unweighted_recall: 0.9721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9615, kappa: 0.9229, kb_relative_information_score: 0.8176, mean_absolute_error: 0.1047, mean_prior_absolute_error: 0.499, weighted_recall: 0.9615, number_of_instances: 3196, precision: 0.9616, predictive_accuracy: 0.9615, prior_entropy: 0.9986, relative_absolute_error: 0.2098, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.189, root_relative_squared_error: 0.3783, unweighted_recall: 0.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9834, kappa: 0.9668, kb_relative_information_score: 0.9593, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.499, weighted_recall: 0.9834, number_of_instances: 3196, precision: 0.9834, predictive_accuracy: 0.9834, prior_entropy: 0.9986, relative_absolute_error: 0.0437, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1021, root_relative_squared_error: 0.2044, unweighted_recall: 0.9834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9753, kappa: 0.9505, kb_relative_information_score: 0.9212, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.499, weighted_recall: 0.9753, number_of_instances: 3196, precision: 0.9753, predictive_accuracy: 0.9753, prior_entropy: 0.9986, relative_absolute_error: 0.0875, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.2594, unweighted_recall: 0.9752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9768, kappa: 0.9536, kb_relative_information_score: 0.9149, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.499, weighted_recall: 0.9768, number_of_instances: 3196, precision: 0.9768, predictive_accuracy: 0.9768, prior_entropy: 0.9986, relative_absolute_error: 0.0954, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.137, root_relative_squared_error: 0.2744, unweighted_recall: 0.9768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9759, kappa: 0.9517, kb_relative_information_score: 0.9087, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.499, weighted_recall: 0.9759, number_of_instances: 3196, precision: 0.9759, predictive_accuracy: 0.9759, prior_entropy: 0.9986, relative_absolute_error: 0.1029, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.14, root_relative_squared_error: 0.2803, unweighted_recall: 0.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9856, kappa: 0.9712, kb_relative_information_score: 0.9405, mean_absolute_error: 0.0339, mean_prior_absolute_error: 0.499, weighted_recall: 0.9856, number_of_instances: 3196, precision: 0.9856, predictive_accuracy: 0.9856, prior_entropy: 0.9986, relative_absolute_error: 0.068, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1075, root_relative_squared_error: 0.2152, unweighted_recall: 0.9857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9862, kappa: 0.9724, kb_relative_information_score: 0.948, mean_absolute_error: 0.0296, mean_prior_absolute_error: 0.499, weighted_recall: 0.9862, number_of_instances: 3196, precision: 0.9862, predictive_accuracy: 0.9862, prior_entropy: 0.9986, relative_absolute_error: 0.0593, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.21, unweighted_recall: 0.9862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9794, kappa: 0.9586, kb_relative_information_score: 0.9448, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.499, weighted_recall: 0.9793, number_of_instances: 3196, precision: 0.9794, predictive_accuracy: 0.9793, prior_entropy: 0.9986, relative_absolute_error: 0.0588, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1245, root_relative_squared_error: 0.2492, unweighted_recall: 0.9794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9646, kappa: 0.9291, kb_relative_information_score: 0.7615, mean_absolute_error: 0.1359, mean_prior_absolute_error: 0.499, weighted_recall: 0.9646, number_of_instances: 3196, precision: 0.965, predictive_accuracy: 0.9646, prior_entropy: 0.9986, relative_absolute_error: 0.2723, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.422, unweighted_recall: 0.9639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9781, kappa: 0.9561, kb_relative_information_score: 0.9295, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.499, weighted_recall: 0.9781, number_of_instances: 3196, precision: 0.9781, predictive_accuracy: 0.9781, prior_entropy: 0.9986, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1312, root_relative_squared_error: 0.2626, unweighted_recall: 0.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9906, kappa: 0.9812, kb_relative_information_score: 0.9691, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.499, weighted_recall: 0.9906, number_of_instances: 3196, precision: 0.9906, predictive_accuracy: 0.9906, prior_entropy: 0.9986, relative_absolute_error: 0.0345, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0845, root_relative_squared_error: 0.1691, unweighted_recall: 0.9907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9772, kappa: 0.9542, kb_relative_information_score: 0.9178, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.499, weighted_recall: 0.9772, number_of_instances: 3196, precision: 0.9772, predictive_accuracy: 0.9772, prior_entropy: 0.9986, relative_absolute_error: 0.0918, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.263, unweighted_recall: 0.9769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9912, kappa: 0.9824, kb_relative_information_score: 0.9616, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.499, weighted_recall: 0.9912, number_of_instances: 3196, precision: 0.9912, predictive_accuracy: 0.9912, prior_entropy: 0.9986, relative_absolute_error: 0.0448, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0827, root_relative_squared_error: 0.1657, unweighted_recall: 0.9913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9407, kappa: 0.8812, kb_relative_information_score: 0.7326, mean_absolute_error: 0.1553, mean_prior_absolute_error: 0.499, weighted_recall: 0.9409, number_of_instances: 3196, precision: 0.9422, predictive_accuracy: 0.9409, prior_entropy: 0.9986, relative_absolute_error: 0.3113, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.4414, unweighted_recall: 0.9395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.979, kappa: 0.958, kb_relative_information_score: 0.9188, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.499, weighted_recall: 0.979, number_of_instances: 3196, precision: 0.979, predictive_accuracy: 0.979, prior_entropy: 0.9986, relative_absolute_error: 0.0915, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.128, root_relative_squared_error: 0.2562, unweighted_recall: 0.9789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9862, kappa: 0.9724, kb_relative_information_score: 0.9467, mean_absolute_error: 0.0302, mean_prior_absolute_error: 0.499, weighted_recall: 0.9862, number_of_instances: 3196, precision: 0.9862, predictive_accuracy: 0.9862, prior_entropy: 0.9986, relative_absolute_error: 0.0606, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1055, root_relative_squared_error: 0.2112, unweighted_recall: 0.9863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9718, kappa: 0.9436, kb_relative_information_score: 0.9159, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.499, weighted_recall: 0.9718, number_of_instances: 3196, precision: 0.9719, predictive_accuracy: 0.9718, prior_entropy: 0.9986, relative_absolute_error: 0.0915, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1474, root_relative_squared_error: 0.2951, unweighted_recall: 0.9719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9759, kappa: 0.9517, kb_relative_information_score: 0.927, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.499, weighted_recall: 0.9759, number_of_instances: 3196, precision: 0.9759, predictive_accuracy: 0.9759, prior_entropy: 0.9986, relative_absolute_error: 0.0806, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1266, root_relative_squared_error: 0.2535, unweighted_recall: 0.9758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9548, kappa: 0.9095, kb_relative_information_score: 0.7717, mean_absolute_error: 0.1282, mean_prior_absolute_error: 0.499, weighted_recall: 0.9549, number_of_instances: 3196, precision: 0.9565, predictive_accuracy: 0.9549, prior_entropy: 0.9986, relative_absolute_error: 0.2569, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.4254, unweighted_recall: 0.9535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9847, kappa: 0.9693, kb_relative_information_score: 0.9593, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.499, weighted_recall: 0.9847, number_of_instances: 3196, precision: 0.9847, predictive_accuracy: 0.9847, prior_entropy: 0.9986, relative_absolute_error: 0.0437, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1038, root_relative_squared_error: 0.2078, unweighted_recall: 0.9846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9925, kappa: 0.985, kb_relative_information_score: 0.975, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.499, weighted_recall: 0.9925, number_of_instances: 3196, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 0.9986, relative_absolute_error: 0.0278, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0775, root_relative_squared_error: 0.1552, unweighted_recall: 0.9925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9687, kappa: 0.9373, kb_relative_information_score: 0.8642, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.499, weighted_recall: 0.9687, number_of_instances: 3196, precision: 0.9687, predictive_accuracy: 0.9687, prior_entropy: 0.9986, relative_absolute_error: 0.1559, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.3309, unweighted_recall: 0.9688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9756, kappa: 0.9511, kb_relative_information_score: 0.9212, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.499, weighted_recall: 0.9756, number_of_instances: 3196, precision: 0.9756, predictive_accuracy: 0.9756, prior_entropy: 0.9986, relative_absolute_error: 0.0869, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.2673, unweighted_recall: 0.9755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9797, kappa: 0.9592, kb_relative_information_score: 0.9363, mean_absolute_error: 0.035, mean_prior_absolute_error: 0.499, weighted_recall: 0.9797, number_of_instances: 3196, precision: 0.9797, predictive_accuracy: 0.9797, prior_entropy: 0.9986, relative_absolute_error: 0.0701, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1218, root_relative_squared_error: 0.2439, unweighted_recall: 0.9795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9778, kappa: 0.9555, kb_relative_information_score: 0.9329, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.499, weighted_recall: 0.9778, number_of_instances: 3196, precision: 0.9778, predictive_accuracy: 0.9778, prior_entropy: 0.9986, relative_absolute_error: 0.0728, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1313, root_relative_squared_error: 0.2628, unweighted_recall: 0.9778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9922, kappa: 0.9843, kb_relative_information_score: 0.9742, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.499, weighted_recall: 0.9922, number_of_instances: 3196, precision: 0.9922, predictive_accuracy: 0.9922, prior_entropy: 0.9986, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0809, root_relative_squared_error: 0.1619, unweighted_recall: 0.9922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9446, kappa: 0.8889, kb_relative_information_score: 0.7648, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.499, weighted_recall: 0.9446, number_of_instances: 3196, precision: 0.9449, predictive_accuracy: 0.9446, prior_entropy: 0.9986, relative_absolute_error: 0.271, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.4215, unweighted_recall: 0.9439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9709, kappa: 0.9417, kb_relative_information_score: 0.9165, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.499, weighted_recall: 0.9709, number_of_instances: 3196, precision: 0.9709, predictive_accuracy: 0.9709, prior_entropy: 0.9986, relative_absolute_error: 0.0902, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1464, root_relative_squared_error: 0.2932, unweighted_recall: 0.9709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9772, kappa: 0.9542, kb_relative_information_score: 0.939, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.499, weighted_recall: 0.9772, number_of_instances: 3196, precision: 0.9772, predictive_accuracy: 0.9772, prior_entropy: 0.9986, relative_absolute_error: 0.0654, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1252, root_relative_squared_error: 0.2506, unweighted_recall: 0.9771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9728, kappa: 0.9455, kb_relative_information_score: 0.9198, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.499, weighted_recall: 0.9728, number_of_instances: 3196, precision: 0.9728, predictive_accuracy: 0.9728, prior_entropy: 0.9986, relative_absolute_error: 0.0869, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1434, root_relative_squared_error: 0.2871, unweighted_recall: 0.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9759, kappa: 0.9517, kb_relative_information_score: 0.9092, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.499, weighted_recall: 0.9759, number_of_instances: 3196, precision: 0.9759, predictive_accuracy: 0.9759, prior_entropy: 0.9986, relative_absolute_error: 0.1028, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.2673, unweighted_recall: 0.9757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9775, kappa: 0.9548, kb_relative_information_score: 0.9291, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.499, weighted_recall: 0.9775, number_of_instances: 3196, precision: 0.9775, predictive_accuracy: 0.9775, prior_entropy: 0.9986, relative_absolute_error: 0.0776, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.131, root_relative_squared_error: 0.2623, unweighted_recall: 0.9774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.975, kappa: 0.9499, kb_relative_information_score: 0.9026, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.499, weighted_recall: 0.975, number_of_instances: 3196, precision: 0.975, predictive_accuracy: 0.975, prior_entropy: 0.9986, relative_absolute_error: 0.1098, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1468, root_relative_squared_error: 0.2939, unweighted_recall: 0.9751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.99, kappa: 0.9799, kb_relative_information_score: 0.9667, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.499, weighted_recall: 0.99, number_of_instances: 3196, precision: 0.99, predictive_accuracy: 0.99, prior_entropy: 0.9986, relative_absolute_error: 0.0374, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0866, root_relative_squared_error: 0.1733, unweighted_recall: 0.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9762, kappa: 0.9523, kb_relative_information_score: 0.9243, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.499, weighted_recall: 0.9762, number_of_instances: 3196, precision: 0.9762, predictive_accuracy: 0.9762, prior_entropy: 0.9986, relative_absolute_error: 0.0832, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.136, root_relative_squared_error: 0.2722, unweighted_recall: 0.9761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9831, kappa: 0.9661, kb_relative_information_score: 0.9294, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.499, weighted_recall: 0.9831, number_of_instances: 3196, precision: 0.9831, predictive_accuracy: 0.9831, prior_entropy: 0.9986, relative_absolute_error: 0.0805, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1175, root_relative_squared_error: 0.2351, unweighted_recall: 0.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9922, kappa: 0.9843, kb_relative_information_score: 0.9642, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.499, weighted_recall: 0.9922, number_of_instances: 3196, precision: 0.9922, predictive_accuracy: 0.9922, prior_entropy: 0.9986, relative_absolute_error: 0.0418, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0821, root_relative_squared_error: 0.1643, unweighted_recall: 0.9922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9894, kappa: 0.9787, kb_relative_information_score: 0.9594, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.499, weighted_recall: 0.9894, number_of_instances: 3196, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 0.9986, relative_absolute_error: 0.0461, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.1889, unweighted_recall: 0.9894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9922, kappa: 0.9843, kb_relative_information_score: 0.9662, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.499, weighted_recall: 0.9922, number_of_instances: 3196, precision: 0.9922, predictive_accuracy: 0.9922, prior_entropy: 0.9986, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0784, root_relative_squared_error: 0.1569, unweighted_recall: 0.9922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9778, kappa: 0.9555, kb_relative_information_score: 0.8893, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.499, weighted_recall: 0.9778, number_of_instances: 3196, precision: 0.9778, predictive_accuracy: 0.9778, prior_entropy: 0.9986, relative_absolute_error: 0.1275, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1425, root_relative_squared_error: 0.2853, unweighted_recall: 0.9778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9778, kappa: 0.9555, kb_relative_information_score: 0.9201, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.499, weighted_recall: 0.9778, number_of_instances: 3196, precision: 0.9778, predictive_accuracy: 0.9778, prior_entropy: 0.9986, relative_absolute_error: 0.089, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1351, root_relative_squared_error: 0.2705, unweighted_recall: 0.9778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9772, kappa: 0.9542, kb_relative_information_score: 0.9256, mean_absolute_error: 0.041, mean_prior_absolute_error: 0.499, weighted_recall: 0.9772, number_of_instances: 3196, precision: 0.9772, predictive_accuracy: 0.9772, prior_entropy: 0.9986, relative_absolute_error: 0.0821, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1324, root_relative_squared_error: 0.265, unweighted_recall: 0.9771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9822, kappa: 0.9643, kb_relative_information_score: 0.9048, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.499, weighted_recall: 0.9822, number_of_instances: 3196, precision: 0.9823, predictive_accuracy: 0.9822, prior_entropy: 0.9986, relative_absolute_error: 0.1119, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1281, root_relative_squared_error: 0.2565, unweighted_recall: 0.9825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.942, kappa: 0.8837, kb_relative_information_score: 0.7583, mean_absolute_error: 0.1401, mean_prior_absolute_error: 0.499, weighted_recall: 0.9421, number_of_instances: 3196, precision: 0.9433, predictive_accuracy: 0.9421, prior_entropy: 0.9986, relative_absolute_error: 0.2808, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.4199, unweighted_recall: 0.9408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9897, kappa: 0.9793, kb_relative_information_score: 0.9496, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.499, weighted_recall: 0.9897, number_of_instances: 3196, precision: 0.9897, predictive_accuracy: 0.9897, prior_entropy: 0.9986, relative_absolute_error: 0.0581, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.099, root_relative_squared_error: 0.1982, unweighted_recall: 0.9897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.989, kappa: 0.9781, kb_relative_information_score: 0.9468, mean_absolute_error: 0.0312, mean_prior_absolute_error: 0.499, weighted_recall: 0.989, number_of_instances: 3196, precision: 0.9891, predictive_accuracy: 0.989, prior_entropy: 0.9986, relative_absolute_error: 0.0624, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0958, root_relative_squared_error: 0.1918, unweighted_recall: 0.9891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9834, kappa: 0.9668, kb_relative_information_score: 0.9561, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.499, weighted_recall: 0.9834, number_of_instances: 3196, precision: 0.9834, predictive_accuracy: 0.9834, prior_entropy: 0.9986, relative_absolute_error: 0.0481, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1, root_relative_squared_error: 0.2003, unweighted_recall: 0.9835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9753, kappa: 0.9505, kb_relative_information_score: 0.9238, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.499, weighted_recall: 0.9753, number_of_instances: 3196, precision: 0.9753, predictive_accuracy: 0.9753, prior_entropy: 0.9986, relative_absolute_error: 0.0835, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1396, root_relative_squared_error: 0.2795, unweighted_recall: 0.9752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9772, kappa: 0.9542, kb_relative_information_score: 0.9257, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.499, weighted_recall: 0.9772, number_of_instances: 3196, precision: 0.9772, predictive_accuracy: 0.9772, prior_entropy: 0.9986, relative_absolute_error: 0.082, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1299, root_relative_squared_error: 0.26, unweighted_recall: 0.977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9762, kappa: 0.9523, kb_relative_information_score: 0.9378, mean_absolute_error: 0.0331, mean_prior_absolute_error: 0.499, weighted_recall: 0.9762, number_of_instances: 3196, precision: 0.9762, predictive_accuracy: 0.9762, prior_entropy: 0.9986, relative_absolute_error: 0.0664, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1302, root_relative_squared_error: 0.2606, unweighted_recall: 0.9762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9887, kappa: 0.9774, kb_relative_information_score: 0.9447, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.499, weighted_recall: 0.9887, number_of_instances: 3196, precision: 0.9887, predictive_accuracy: 0.9887, prior_entropy: 0.9986, relative_absolute_error: 0.0652, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0963, root_relative_squared_error: 0.1928, unweighted_recall: 0.9888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9775, kappa: 0.9548, kb_relative_information_score: 0.9386, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.499, weighted_recall: 0.9775, number_of_instances: 3196, precision: 0.9775, predictive_accuracy: 0.9775, prior_entropy: 0.9986, relative_absolute_error: 0.0668, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1201, root_relative_squared_error: 0.2404, unweighted_recall: 0.9774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9759, kappa: 0.9517, kb_relative_information_score: 0.8972, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.499, weighted_recall: 0.9759, number_of_instances: 3196, precision: 0.9759, predictive_accuracy: 0.9759, prior_entropy: 0.9986, relative_absolute_error: 0.1174, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1392, root_relative_squared_error: 0.2788, unweighted_recall: 0.9758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9822, kappa: 0.9643, kb_relative_information_score: 0.9097, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.499, weighted_recall: 0.9822, number_of_instances: 3196, precision: 0.9822, predictive_accuracy: 0.9822, prior_entropy: 0.9986, relative_absolute_error: 0.1048, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1264, root_relative_squared_error: 0.2531, unweighted_recall: 0.9822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.975, kappa: 0.9498, kb_relative_information_score: 0.8879, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.499, weighted_recall: 0.975, number_of_instances: 3196, precision: 0.975, predictive_accuracy: 0.975, prior_entropy: 0.9986, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.283, unweighted_recall: 0.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9725, kappa: 0.9448, kb_relative_information_score: 0.9321, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.499, weighted_recall: 0.9725, number_of_instances: 3196, precision: 0.9725, predictive_accuracy: 0.9725, prior_entropy: 0.9986, relative_absolute_error: 0.0722, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1387, root_relative_squared_error: 0.2777, unweighted_recall: 0.9724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9928, kappa: 0.9856, kb_relative_information_score: 0.9724, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.499, weighted_recall: 0.9928, number_of_instances: 3196, precision: 0.9928, predictive_accuracy: 0.9928, prior_entropy: 0.9986, relative_absolute_error: 0.0316, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0777, root_relative_squared_error: 0.1555, unweighted_recall: 0.9927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9725, kappa: 0.9449, kb_relative_information_score: 0.8961, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.499, weighted_recall: 0.9725, number_of_instances: 3196, precision: 0.9726, predictive_accuracy: 0.9725, prior_entropy: 0.9986, relative_absolute_error: 0.117, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1502, root_relative_squared_error: 0.3007, unweighted_recall: 0.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9772, kappa: 0.9542, kb_relative_information_score: 0.937, mean_absolute_error: 0.0338, mean_prior_absolute_error: 0.499, weighted_recall: 0.9772, number_of_instances: 3196, precision: 0.9772, predictive_accuracy: 0.9772, prior_entropy: 0.9986, relative_absolute_error: 0.0677, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1287, root_relative_squared_error: 0.2577, unweighted_recall: 0.9771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9869, kappa: 0.9737, kb_relative_information_score: 0.9349, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.499, weighted_recall: 0.9869, number_of_instances: 3196, precision: 0.9869, predictive_accuracy: 0.9869, prior_entropy: 0.9986, relative_absolute_error: 0.0751, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1095, root_relative_squared_error: 0.2193, unweighted_recall: 0.9868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9919, kappa: 0.9837, kb_relative_information_score: 0.9765, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.499, weighted_recall: 0.9919, number_of_instances: 3196, precision: 0.9919, predictive_accuracy: 0.9919, prior_entropy: 0.9986, relative_absolute_error: 0.0259, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0796, root_relative_squared_error: 0.1593, unweighted_recall: 0.9918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9781, kappa: 0.9561, kb_relative_information_score: 0.9211, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.499, weighted_recall: 0.9781, number_of_instances: 3196, precision: 0.9781, predictive_accuracy: 0.9781, prior_entropy: 0.9986, relative_absolute_error: 0.0882, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1326, root_relative_squared_error: 0.2654, unweighted_recall: 0.9782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9743, kappa: 0.9486, kb_relative_information_score: 0.9141, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.499, weighted_recall: 0.9743, number_of_instances: 3196, precision: 0.9744, predictive_accuracy: 0.9743, prior_entropy: 0.9986, relative_absolute_error: 0.0955, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1419, root_relative_squared_error: 0.2842, unweighted_recall: 0.9744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9753, kappa: 0.9505, kb_relative_information_score: 0.9246, mean_absolute_error: 0.0412, mean_prior_absolute_error: 0.499, weighted_recall: 0.9753, number_of_instances: 3196, precision: 0.9753, predictive_accuracy: 0.9753, prior_entropy: 0.9986, relative_absolute_error: 0.0825, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1381, root_relative_squared_error: 0.2765, unweighted_recall: 0.9753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9753, kappa: 0.9505, kb_relative_information_score: 0.9106, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.499, weighted_recall: 0.9753, number_of_instances: 3196, precision: 0.9753, predictive_accuracy: 0.9753, prior_entropy: 0.9986, relative_absolute_error: 0.1005, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1352, root_relative_squared_error: 0.2706, unweighted_recall: 0.9753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9781, kappa: 0.9561, kb_relative_information_score: 0.8952, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.499, weighted_recall: 0.9781, number_of_instances: 3196, precision: 0.9782, predictive_accuracy: 0.9781, prior_entropy: 0.9986, relative_absolute_error: 0.122, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.135, root_relative_squared_error: 0.2704, unweighted_recall: 0.9783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9916, kappa: 0.9831, kb_relative_information_score: 0.9767, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.499, weighted_recall: 0.9916, number_of_instances: 3196, precision: 0.9916, predictive_accuracy: 0.9916, prior_entropy: 0.9986, relative_absolute_error: 0.0252, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0818, root_relative_squared_error: 0.1638, unweighted_recall: 0.9916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.974, kappa: 0.948, kb_relative_information_score: 0.9057, mean_absolute_error: 0.0528, mean_prior_absolute_error: 0.499, weighted_recall: 0.974, number_of_instances: 3196, precision: 0.9741, predictive_accuracy: 0.974, prior_entropy: 0.9986, relative_absolute_error: 0.1058, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1426, root_relative_squared_error: 0.2855, unweighted_recall: 0.9742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9593, kappa: 0.9185, kb_relative_information_score: 0.8811, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.499, weighted_recall: 0.9593, number_of_instances: 3196, precision: 0.9594, predictive_accuracy: 0.9593, prior_entropy: 0.9986, relative_absolute_error: 0.1285, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1724, root_relative_squared_error: 0.3451, unweighted_recall: 0.9596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9775, kappa: 0.9549, kb_relative_information_score: 0.938, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.499, weighted_recall: 0.9775, number_of_instances: 3196, precision: 0.9775, predictive_accuracy: 0.9775, prior_entropy: 0.9986, relative_absolute_error: 0.0666, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1301, root_relative_squared_error: 0.2605, unweighted_recall: 0.9774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9622, kappa: 0.9242, kb_relative_information_score: 0.8753, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.499, weighted_recall: 0.9621, number_of_instances: 3196, precision: 0.9624, predictive_accuracy: 0.9621, prior_entropy: 0.9986, relative_absolute_error: 0.1383, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1701, root_relative_squared_error: 0.3405, unweighted_recall: 0.9625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9407, kappa: 0.8812, kb_relative_information_score: 0.5979, mean_absolute_error: 0.2324, mean_prior_absolute_error: 0.499, weighted_recall: 0.9409, number_of_instances: 3196, precision: 0.9422, predictive_accuracy: 0.9409, prior_entropy: 0.9986, relative_absolute_error: 0.4657, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.5462, unweighted_recall: 0.9395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9778, kappa: 0.9555, kb_relative_information_score: 0.9332, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.499, weighted_recall: 0.9778, number_of_instances: 3196, precision: 0.9778, predictive_accuracy: 0.9778, prior_entropy: 0.9986, relative_absolute_error: 0.0725, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.2632, unweighted_recall: 0.9777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9793, kappa: 0.9586, kb_relative_information_score: 0.9322, mean_absolute_error: 0.0379, mean_prior_absolute_error: 0.499, weighted_recall: 0.9793, number_of_instances: 3196, precision: 0.9794, predictive_accuracy: 0.9793, prior_entropy: 0.9986, relative_absolute_error: 0.076, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1188, root_relative_squared_error: 0.2379, unweighted_recall: 0.9793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.975, kappa: 0.9499, kb_relative_information_score: 0.9304, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.499, weighted_recall: 0.975, number_of_instances: 3196, precision: 0.975, predictive_accuracy: 0.975, prior_entropy: 0.9986, relative_absolute_error: 0.0751, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.135, root_relative_squared_error: 0.2702, unweighted_recall: 0.9751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.979, kappa: 0.958, kb_relative_information_score: 0.9337, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.499, weighted_recall: 0.979, number_of_instances: 3196, precision: 0.979, predictive_accuracy: 0.979, prior_entropy: 0.9986, relative_absolute_error: 0.0726, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1288, root_relative_squared_error: 0.2579, unweighted_recall: 0.9789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9768, kappa: 0.9536, kb_relative_information_score: 0.9328, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.499, weighted_recall: 0.9768, number_of_instances: 3196, precision: 0.9769, predictive_accuracy: 0.9768, prior_entropy: 0.9986, relative_absolute_error: 0.0726, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1337, root_relative_squared_error: 0.2676, unweighted_recall: 0.9767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9762, kappa: 0.9523, kb_relative_information_score: 0.9309, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.499, weighted_recall: 0.9762, number_of_instances: 3196, precision: 0.9762, predictive_accuracy: 0.9762, prior_entropy: 0.9986, relative_absolute_error: 0.0747, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1337, root_relative_squared_error: 0.2677, unweighted_recall: 0.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9634, kappa: 0.9266, kb_relative_information_score: 0.8372, mean_absolute_error: 0.0945, mean_prior_absolute_error: 0.499, weighted_recall: 0.9634, number_of_instances: 3196, precision: 0.9634, predictive_accuracy: 0.9634, prior_entropy: 0.9986, relative_absolute_error: 0.1893, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1681, root_relative_squared_error: 0.3364, unweighted_recall: 0.9631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9587, kappa: 0.9173, kb_relative_information_score: 0.823, mean_absolute_error: 0.1005, mean_prior_absolute_error: 0.499, weighted_recall: 0.9587, number_of_instances: 3196, precision: 0.9588, predictive_accuracy: 0.9587, prior_entropy: 0.9986, relative_absolute_error: 0.2013, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.379, unweighted_recall: 0.9589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9762, kappa: 0.9523, kb_relative_information_score: 0.9219, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.499, weighted_recall: 0.9762, number_of_instances: 3196, precision: 0.9762, predictive_accuracy: 0.9762, prior_entropy: 0.9986, relative_absolute_error: 0.086, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1353, root_relative_squared_error: 0.271, unweighted_recall: 0.9761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9916, kappa: 0.9831, kb_relative_information_score: 0.9735, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.499, weighted_recall: 0.9916, number_of_instances: 3196, precision: 0.9916, predictive_accuracy: 0.9916, prior_entropy: 0.9986, relative_absolute_error: 0.0296, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0791, root_relative_squared_error: 0.1584, unweighted_recall: 0.9916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.98, kappa: 0.9599, kb_relative_information_score: 0.9441, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.499, weighted_recall: 0.98, number_of_instances: 3196, precision: 0.98, predictive_accuracy: 0.98, prior_entropy: 0.9986, relative_absolute_error: 0.0601, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.241, unweighted_recall: 0.9799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9731, kappa: 0.9461, kb_relative_information_score: 0.8808, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.499, weighted_recall: 0.9731, number_of_instances: 3196, precision: 0.9732, predictive_accuracy: 0.9731, prior_entropy: 0.9986, relative_absolute_error: 0.1383, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1459, root_relative_squared_error: 0.2921, unweighted_recall: 0.9733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9822, kappa: 0.9642, kb_relative_information_score: 0.942, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.499, weighted_recall: 0.9822, number_of_instances: 3196, precision: 0.9822, predictive_accuracy: 0.9822, prior_entropy: 0.9986, relative_absolute_error: 0.0641, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.114, root_relative_squared_error: 0.2283, unweighted_recall: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9778, kappa: 0.9555, kb_relative_information_score: 0.9348, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.499, weighted_recall: 0.9778, number_of_instances: 3196, precision: 0.9778, predictive_accuracy: 0.9778, prior_entropy: 0.9986, relative_absolute_error: 0.0704, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1305, root_relative_squared_error: 0.2613, unweighted_recall: 0.9778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9609, kappa: 0.9216, kb_relative_information_score: 0.8286, mean_absolute_error: 0.0988, mean_prior_absolute_error: 0.499, weighted_recall: 0.9609, number_of_instances: 3196, precision: 0.961, predictive_accuracy: 0.9609, prior_entropy: 0.9986, relative_absolute_error: 0.198, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1762, root_relative_squared_error: 0.3527, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9894, kappa: 0.9787, kb_relative_information_score: 0.963, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.499, weighted_recall: 0.9894, number_of_instances: 3196, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 0.9986, relative_absolute_error: 0.0415, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.1836, unweighted_recall: 0.9893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9881, kappa: 0.9762, kb_relative_information_score: 0.9309, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.499, weighted_recall: 0.9881, number_of_instances: 3196, precision: 0.9881, predictive_accuracy: 0.9881, prior_entropy: 0.9986, relative_absolute_error: 0.0817, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1069, root_relative_squared_error: 0.2141, unweighted_recall: 0.9882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9743, kappa: 0.9486, kb_relative_information_score: 0.8909, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.499, weighted_recall: 0.9743, number_of_instances: 3196, precision: 0.9743, predictive_accuracy: 0.9743, prior_entropy: 0.9986, relative_absolute_error: 0.1246, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1436, root_relative_squared_error: 0.2875, unweighted_recall: 0.9742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9407, kappa: 0.8812, kb_relative_information_score: 0.6337, mean_absolute_error: 0.2129, mean_prior_absolute_error: 0.499, weighted_recall: 0.9409, number_of_instances: 3196, precision: 0.9422, predictive_accuracy: 0.9409, prior_entropy: 0.9986, relative_absolute_error: 0.4265, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2578, root_relative_squared_error: 0.5161, unweighted_recall: 0.9395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9743, kappa: 0.9486, kb_relative_information_score: 0.8972, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.499, weighted_recall: 0.9743, number_of_instances: 3196, precision: 0.9744, predictive_accuracy: 0.9743, prior_entropy: 0.9986, relative_absolute_error: 0.116, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.2973, unweighted_recall: 0.9745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9793, kappa: 0.9586, kb_relative_information_score: 0.937, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.499, weighted_recall: 0.9793, number_of_instances: 3196, precision: 0.9793, predictive_accuracy: 0.9793, prior_entropy: 0.9986, relative_absolute_error: 0.0682, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.127, root_relative_squared_error: 0.2542, unweighted_recall: 0.9793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9762, kappa: 0.9523, kb_relative_information_score: 0.9324, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.499, weighted_recall: 0.9762, number_of_instances: 3196, precision: 0.9762, predictive_accuracy: 0.9762, prior_entropy: 0.9986, relative_absolute_error: 0.0733, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1316, root_relative_squared_error: 0.2635, unweighted_recall: 0.9761,

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