OpenML
Supervised Classification on kr-vs-kp

Supervised Classification on kr-vs-kp

Task 3 Supervised Classification kr-vs-kp 173956 runs submitted
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  • 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
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173956 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9772, kappa: 0.9542, kb_relative_information_score: 0.9268, mean_absolute_error: 0.04, 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: 0.0802, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1337, root_relative_squared_error: 0.2677, unweighted_recall: 0.9772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9737, kappa: 0.9473, kb_relative_information_score: 0.9167, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.499, weighted_recall: 0.9737, number_of_instances: 3196, precision: 0.9737, predictive_accuracy: 0.9737, prior_entropy: 0.9986, relative_absolute_error: 0.0909, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1452, root_relative_squared_error: 0.2906, unweighted_recall: 0.9736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9618, kappa: 0.9235, kb_relative_information_score: 0.8536, mean_absolute_error: 0.0834, mean_prior_absolute_error: 0.499, weighted_recall: 0.9618, number_of_instances: 3196, precision: 0.9619, predictive_accuracy: 0.9618, prior_entropy: 0.9986, relative_absolute_error: 0.1672, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1665, root_relative_squared_error: 0.3332, unweighted_recall: 0.9619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9756, kappa: 0.9511, kb_relative_information_score: 0.9367, mean_absolute_error: 0.0337, 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: 0.0676, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.2591, unweighted_recall: 0.9756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9768, kappa: 0.9536, kb_relative_information_score: 0.9213, mean_absolute_error: 0.0432, 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: 0.0867, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1389, root_relative_squared_error: 0.2781, unweighted_recall: 0.9767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9778, kappa: 0.9555, kb_relative_information_score: 0.9315, mean_absolute_error: 0.0374, 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: 0.0749, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1297, root_relative_squared_error: 0.2597, unweighted_recall: 0.9777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9753, kappa: 0.9505, kb_relative_information_score: 0.9326, mean_absolute_error: 0.0362, 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: 0.0726, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1352, root_relative_squared_error: 0.2708, unweighted_recall: 0.9751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9931, kappa: 0.9862, kb_relative_information_score: 0.9773, mean_absolute_error: 0.0126, 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: 0.0253, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0762, root_relative_squared_error: 0.1525, unweighted_recall: 0.9932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9496, kappa: 0.8989, kb_relative_information_score: 0.7973, mean_absolute_error: 0.1175, mean_prior_absolute_error: 0.499, weighted_recall: 0.9496, number_of_instances: 3196, precision: 0.95, predictive_accuracy: 0.9496, prior_entropy: 0.9986, relative_absolute_error: 0.2354, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.38, unweighted_recall: 0.9488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9753, kappa: 0.9505, kb_relative_information_score: 0.9212, mean_absolute_error: 0.043, 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: 0.0861, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1378, root_relative_squared_error: 0.2758, unweighted_recall: 0.9752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9759, kappa: 0.9517, kb_relative_information_score: 0.9234, mean_absolute_error: 0.0422, 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: 0.0845, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.132, root_relative_squared_error: 0.2642, unweighted_recall: 0.9758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9747, kappa: 0.9492, kb_relative_information_score: 0.8874, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.499, weighted_recall: 0.9747, number_of_instances: 3196, precision: 0.9747, predictive_accuracy: 0.9747, prior_entropy: 0.9986, relative_absolute_error: 0.1296, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1443, root_relative_squared_error: 0.2888, unweighted_recall: 0.9746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9737, kappa: 0.9473, kb_relative_information_score: 0.8978, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.499, weighted_recall: 0.9737, number_of_instances: 3196, precision: 0.9737, predictive_accuracy: 0.9737, prior_entropy: 0.9986, relative_absolute_error: 0.1158, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.283, unweighted_recall: 0.9736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9407, kappa: 0.8812, kb_relative_information_score: 0.6964, mean_absolute_error: 0.1769, 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: 0.3545, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.4655, unweighted_recall: 0.9395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9906, kappa: 0.9812, kb_relative_information_score: 0.9677, mean_absolute_error: 0.018, 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: 0.036, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0899, root_relative_squared_error: 0.18, unweighted_recall: 0.9906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9781, kappa: 0.9561, kb_relative_information_score: 0.9334, mean_absolute_error: 0.0363, 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: 0.0727, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1263, root_relative_squared_error: 0.2529, unweighted_recall: 0.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9778, kappa: 0.9555, kb_relative_information_score: 0.9438, mean_absolute_error: 0.0298, 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: 0.0597, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1226, root_relative_squared_error: 0.2454, unweighted_recall: 0.9778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9906, kappa: 0.9812, kb_relative_information_score: 0.9539, mean_absolute_error: 0.0269, 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: 0.0538, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.1812, unweighted_recall: 0.9907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.974, kappa: 0.948, kb_relative_information_score: 0.923, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.499, weighted_recall: 0.974, number_of_instances: 3196, precision: 0.974, predictive_accuracy: 0.974, prior_entropy: 0.9986, relative_absolute_error: 0.084, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1371, root_relative_squared_error: 0.2745, unweighted_recall: 0.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9878, kappa: 0.9755, kb_relative_information_score: 0.9446, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.499, weighted_recall: 0.9878, number_of_instances: 3196, precision: 0.9878, predictive_accuracy: 0.9878, prior_entropy: 0.9986, relative_absolute_error: 0.0644, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.2, unweighted_recall: 0.9878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9753, kappa: 0.9505, kb_relative_information_score: 0.8868, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.499, weighted_recall: 0.9753, number_of_instances: 3196, precision: 0.9754, predictive_accuracy: 0.9753, prior_entropy: 0.9986, relative_absolute_error: 0.131, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.142, root_relative_squared_error: 0.2844, unweighted_recall: 0.9755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9646, kappa: 0.9292, kb_relative_information_score: 0.8547, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.499, weighted_recall: 0.9646, number_of_instances: 3196, precision: 0.9647, predictive_accuracy: 0.9646, prior_entropy: 0.9986, relative_absolute_error: 0.1675, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1628, root_relative_squared_error: 0.3259, unweighted_recall: 0.9647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9837, kappa: 0.9674, kb_relative_information_score: 0.9454, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.499, weighted_recall: 0.9837, number_of_instances: 3196, precision: 0.9837, predictive_accuracy: 0.9837, prior_entropy: 0.9986, relative_absolute_error: 0.0608, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1093, root_relative_squared_error: 0.2188, unweighted_recall: 0.9836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9787, kappa: 0.9574, kb_relative_information_score: 0.9258, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.499, weighted_recall: 0.9787, number_of_instances: 3196, precision: 0.9787, predictive_accuracy: 0.9787, prior_entropy: 0.9986, relative_absolute_error: 0.0824, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1263, root_relative_squared_error: 0.2529, unweighted_recall: 0.9787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.974, kappa: 0.948, kb_relative_information_score: 0.9103, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.499, weighted_recall: 0.974, number_of_instances: 3196, precision: 0.974, predictive_accuracy: 0.974, prior_entropy: 0.9986, relative_absolute_error: 0.1005, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.138, root_relative_squared_error: 0.2763, unweighted_recall: 0.9739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9825, kappa: 0.9649, kb_relative_information_score: 0.9429, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.499, weighted_recall: 0.9825, number_of_instances: 3196, precision: 0.9825, predictive_accuracy: 0.9825, prior_entropy: 0.9986, relative_absolute_error: 0.0628, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.2298, unweighted_recall: 0.9823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9897, kappa: 0.9793, kb_relative_information_score: 0.9624, mean_absolute_error: 0.0214, 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: 0.0429, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0881, root_relative_squared_error: 0.1764, unweighted_recall: 0.9897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9772, kappa: 0.9542, kb_relative_information_score: 0.9334, mean_absolute_error: 0.0363, 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: 0.0727, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1286, root_relative_squared_error: 0.2574, unweighted_recall: 0.977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9712, kappa: 0.9423, kb_relative_information_score: 0.8951, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.499, weighted_recall: 0.9712, number_of_instances: 3196, precision: 0.9713, predictive_accuracy: 0.9712, prior_entropy: 0.9986, relative_absolute_error: 0.1168, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.3089, unweighted_recall: 0.9714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9956, kappa: 0.9912, kb_relative_information_score: 0.9816, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.499, weighted_recall: 0.9956, number_of_instances: 3196, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.9986, relative_absolute_error: 0.0212, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0658, root_relative_squared_error: 0.1317, unweighted_recall: 0.9956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9743, kappa: 0.9486, kb_relative_information_score: 0.8889, mean_absolute_error: 0.0633, 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: 0.1269, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1493, root_relative_squared_error: 0.299, unweighted_recall: 0.9743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9768, kappa: 0.9536, kb_relative_information_score: 0.9209, mean_absolute_error: 0.0439, 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: 0.0879, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1331, root_relative_squared_error: 0.2664, unweighted_recall: 0.9768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.98, kappa: 0.9599, kb_relative_information_score: 0.915, mean_absolute_error: 0.0488, 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: 0.0979, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.124, root_relative_squared_error: 0.2483, unweighted_recall: 0.9799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9772, kappa: 0.9542, kb_relative_information_score: 0.9347, mean_absolute_error: 0.0353, 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: 0.0708, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1259, root_relative_squared_error: 0.2521, unweighted_recall: 0.9772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9919, kappa: 0.9837, kb_relative_information_score: 0.9598, mean_absolute_error: 0.0236, 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: 0.0472, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0861, root_relative_squared_error: 0.1724, unweighted_recall: 0.9918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9756, kappa: 0.9511, kb_relative_information_score: 0.9269, mean_absolute_error: 0.0396, 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: 0.0794, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1381, root_relative_squared_error: 0.2764, unweighted_recall: 0.9754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9778, kappa: 0.9555, kb_relative_information_score: 0.9174, mean_absolute_error: 0.0462, 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: 0.0925, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.132, root_relative_squared_error: 0.2643, unweighted_recall: 0.9778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9747, kappa: 0.9492, kb_relative_information_score: 0.9134, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.499, weighted_recall: 0.9747, number_of_instances: 3196, precision: 0.9747, predictive_accuracy: 0.9747, prior_entropy: 0.9986, relative_absolute_error: 0.0969, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1385, root_relative_squared_error: 0.2772, unweighted_recall: 0.9747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9781, kappa: 0.9561, kb_relative_information_score: 0.9175, mean_absolute_error: 0.046, 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: 0.0923, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1355, root_relative_squared_error: 0.2712, unweighted_recall: 0.9781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9897, kappa: 0.9793, kb_relative_information_score: 0.9451, mean_absolute_error: 0.0322, 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: 0.0645, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0984, root_relative_squared_error: 0.197, unweighted_recall: 0.9897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9722, kappa: 0.9442, kb_relative_information_score: 0.8556, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.499, weighted_recall: 0.9722, number_of_instances: 3196, precision: 0.9723, predictive_accuracy: 0.9722, prior_entropy: 0.9986, relative_absolute_error: 0.1679, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1581, root_relative_squared_error: 0.3166, unweighted_recall: 0.9724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9809, kappa: 0.9618, kb_relative_information_score: 0.8943, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.499, weighted_recall: 0.9809, number_of_instances: 3196, precision: 0.9809, predictive_accuracy: 0.9809, prior_entropy: 0.9986, relative_absolute_error: 0.1234, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1349, root_relative_squared_error: 0.27, unweighted_recall: 0.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9856, kappa: 0.9711, kb_relative_information_score: 0.9457, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.499, weighted_recall: 0.9856, number_of_instances: 3196, precision: 0.9857, predictive_accuracy: 0.9856, prior_entropy: 0.9986, relative_absolute_error: 0.0613, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1048, root_relative_squared_error: 0.2097, unweighted_recall: 0.9853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9781, kappa: 0.9561, kb_relative_information_score: 0.9207, mean_absolute_error: 0.0444, 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: 0.089, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1274, root_relative_squared_error: 0.255, unweighted_recall: 0.9779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.98, kappa: 0.9599, kb_relative_information_score: 0.9378, mean_absolute_error: 0.0344, 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: 0.0689, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.117, root_relative_squared_error: 0.2342, unweighted_recall: 0.9799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.979, kappa: 0.958, kb_relative_information_score: 0.9166, mean_absolute_error: 0.0471, 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: 0.0943, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.259, unweighted_recall: 0.979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9462, kappa: 0.8921, kb_relative_information_score: 0.7896, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.499, weighted_recall: 0.9462, number_of_instances: 3196, precision: 0.9463, predictive_accuracy: 0.9462, prior_entropy: 0.9986, relative_absolute_error: 0.2422, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1989, root_relative_squared_error: 0.3982, unweighted_recall: 0.9457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9772, kappa: 0.9542, kb_relative_information_score: 0.92, mean_absolute_error: 0.0443, 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: 0.0888, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1364, root_relative_squared_error: 0.2731, unweighted_recall: 0.977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9734, kappa: 0.9467, kb_relative_information_score: 0.9289, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.499, weighted_recall: 0.9734, number_of_instances: 3196, precision: 0.9734, predictive_accuracy: 0.9734, prior_entropy: 0.9986, relative_absolute_error: 0.0762, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1355, root_relative_squared_error: 0.2712, unweighted_recall: 0.9734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9862, kappa: 0.9724, kb_relative_information_score: 0.9381, mean_absolute_error: 0.0356, 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: 0.0713, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1065, root_relative_squared_error: 0.2132, unweighted_recall: 0.9862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9775, kappa: 0.9549, kb_relative_information_score: 0.9209, mean_absolute_error: 0.044, 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: 0.0882, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1325, root_relative_squared_error: 0.2652, unweighted_recall: 0.9774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 0.6577, mean_absolute_error: 0.1955, mean_prior_absolute_error: 0.499, weighted_recall: 0.9043, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, relative_absolute_error: 0.3918, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2513, root_relative_squared_error: 0.5031, unweighted_recall: 0.9011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9828, kappa: 0.9655, kb_relative_information_score: 0.9437, mean_absolute_error: 0.031, 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: 0.0621, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1155, root_relative_squared_error: 0.2313, unweighted_recall: 0.9826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9906, kappa: 0.9812, kb_relative_information_score: 0.9686, mean_absolute_error: 0.0176, 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: 0.0352, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.087, root_relative_squared_error: 0.1742, unweighted_recall: 0.9905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9925, kappa: 0.985, kb_relative_information_score: 0.9649, mean_absolute_error: 0.0205, 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: 0.041, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.081, root_relative_squared_error: 0.1621, unweighted_recall: 0.9925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9916, kappa: 0.9831, kb_relative_information_score: 0.9728, 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: 0.09, root_relative_squared_error: 0.1801, unweighted_recall: 0.9915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9903, kappa: 0.9806, kb_relative_information_score: 0.9613, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.499, weighted_recall: 0.9903, number_of_instances: 3196, precision: 0.9903, predictive_accuracy: 0.9903, prior_entropy: 0.9986, relative_absolute_error: 0.0448, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0867, root_relative_squared_error: 0.1735, unweighted_recall: 0.9903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9881, kappa: 0.9762, kb_relative_information_score: 0.9451, mean_absolute_error: 0.0318, 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: 0.0637, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1006, root_relative_squared_error: 0.2013, unweighted_recall: 0.9881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9903, kappa: 0.9806, kb_relative_information_score: 0.9709, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.499, weighted_recall: 0.9903, number_of_instances: 3196, precision: 0.9903, predictive_accuracy: 0.9903, prior_entropy: 0.9986, relative_absolute_error: 0.0325, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0818, root_relative_squared_error: 0.1637, unweighted_recall: 0.9903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9878, kappa: 0.9756, kb_relative_information_score: 0.9268, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.499, weighted_recall: 0.9878, number_of_instances: 3196, precision: 0.9878, predictive_accuracy: 0.9878, prior_entropy: 0.9986, relative_absolute_error: 0.0865, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1089, root_relative_squared_error: 0.218, unweighted_recall: 0.9879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9762, kappa: 0.9524, kb_relative_information_score: 0.9027, mean_absolute_error: 0.0551, 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: 0.1105, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1413, root_relative_squared_error: 0.283, unweighted_recall: 0.9762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9762, kappa: 0.9523, kb_relative_information_score: 0.9331, mean_absolute_error: 0.036, 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: 0.0722, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1304, root_relative_squared_error: 0.2611, unweighted_recall: 0.9761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9937, kappa: 0.9875, kb_relative_information_score: 0.9782, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.499, weighted_recall: 0.9937, number_of_instances: 3196, precision: 0.9937, predictive_accuracy: 0.9937, prior_entropy: 0.9986, relative_absolute_error: 0.0247, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0697, root_relative_squared_error: 0.1395, unweighted_recall: 0.9937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9909, kappa: 0.9818, kb_relative_information_score: 0.9765, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.499, weighted_recall: 0.9909, number_of_instances: 3196, precision: 0.9909, predictive_accuracy: 0.9909, prior_entropy: 0.9986, relative_absolute_error: 0.025, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.17, unweighted_recall: 0.9908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9781, kappa: 0.9561, kb_relative_information_score: 0.9335, mean_absolute_error: 0.0365, 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: 0.0731, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.2477, unweighted_recall: 0.9779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9743, kappa: 0.9486, kb_relative_information_score: 0.8947, mean_absolute_error: 0.0593, 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: 0.1187, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1456, root_relative_squared_error: 0.2916, unweighted_recall: 0.9743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9925, kappa: 0.985, kb_relative_information_score: 0.965, mean_absolute_error: 0.0205, 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: 0.041, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0802, root_relative_squared_error: 0.1605, unweighted_recall: 0.9925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9916, kappa: 0.9831, kb_relative_information_score: 0.9646, mean_absolute_error: 0.0203, 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: 0.0408, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0859, root_relative_squared_error: 0.1719, unweighted_recall: 0.9916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.969, kappa: 0.9379, kb_relative_information_score: 0.8848, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.499, weighted_recall: 0.969, number_of_instances: 3196, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 0.9986, relative_absolute_error: 0.1298, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1569, root_relative_squared_error: 0.3142, unweighted_recall: 0.9691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9909, kappa: 0.9818, kb_relative_information_score: 0.9631, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.499, weighted_recall: 0.9909, number_of_instances: 3196, precision: 0.9909, predictive_accuracy: 0.9909, prior_entropy: 0.9986, relative_absolute_error: 0.042, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.1846, unweighted_recall: 0.9909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9772, kappa: 0.9542, kb_relative_information_score: 0.9241, mean_absolute_error: 0.0416, 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: 0.0834, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1366, root_relative_squared_error: 0.2735, unweighted_recall: 0.9772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9928, kappa: 0.9856, kb_relative_information_score: 0.9743, mean_absolute_error: 0.0143, 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: 0.0287, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0808, root_relative_squared_error: 0.1617, unweighted_recall: 0.9928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9878, kappa: 0.9756, kb_relative_information_score: 0.9491, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.499, weighted_recall: 0.9878, number_of_instances: 3196, precision: 0.9878, predictive_accuracy: 0.9878, prior_entropy: 0.9986, relative_absolute_error: 0.0588, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1007, root_relative_squared_error: 0.2016, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9747, kappa: 0.9492, kb_relative_information_score: 0.9359, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.499, weighted_recall: 0.9747, number_of_instances: 3196, precision: 0.9747, predictive_accuracy: 0.9747, prior_entropy: 0.9986, relative_absolute_error: 0.0683, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.131, root_relative_squared_error: 0.2623, unweighted_recall: 0.9749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.974, kappa: 0.948, kb_relative_information_score: 0.8672, mean_absolute_error: 0.0777, 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: 0.1556, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1527, root_relative_squared_error: 0.3057, unweighted_recall: 0.9742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9407, kappa: 0.8812, kb_relative_information_score: 0.7011, mean_absolute_error: 0.1743, 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: 0.3494, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.4613, unweighted_recall: 0.9395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9922, kappa: 0.9843, kb_relative_information_score: 0.9789, mean_absolute_error: 0.0114, 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: 0.0229, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0777, root_relative_squared_error: 0.1555, unweighted_recall: 0.9922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9731, kappa: 0.946, kb_relative_information_score: 0.9182, mean_absolute_error: 0.0443, 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: 0.0887, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1454, root_relative_squared_error: 0.291, unweighted_recall: 0.9726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9822, kappa: 0.9643, kb_relative_information_score: 0.9437, mean_absolute_error: 0.0313, 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: 0.0627, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1109, root_relative_squared_error: 0.2219, unweighted_recall: 0.9822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9903, kappa: 0.9806, kb_relative_information_score: 0.9547, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.499, weighted_recall: 0.9903, number_of_instances: 3196, precision: 0.9903, predictive_accuracy: 0.9903, prior_entropy: 0.9986, relative_absolute_error: 0.0531, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.1805, unweighted_recall: 0.9903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9941, kappa: 0.9881, kb_relative_information_score: 0.9781, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.499, weighted_recall: 0.9941, number_of_instances: 3196, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 0.9986, relative_absolute_error: 0.0247, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0719, root_relative_squared_error: 0.1439, unweighted_recall: 0.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9897, kappa: 0.9793, kb_relative_information_score: 0.9507, mean_absolute_error: 0.0285, 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: 0.0572, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.1959, unweighted_recall: 0.9897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9934, kappa: 0.9868, kb_relative_information_score: 0.9668, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.499, weighted_recall: 0.9934, number_of_instances: 3196, precision: 0.9934, predictive_accuracy: 0.9934, prior_entropy: 0.9986, relative_absolute_error: 0.0387, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.1613, unweighted_recall: 0.9933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9903, kappa: 0.9806, kb_relative_information_score: 0.9544, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.499, weighted_recall: 0.9903, number_of_instances: 3196, precision: 0.9903, predictive_accuracy: 0.9903, prior_entropy: 0.9986, relative_absolute_error: 0.0534, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.1796, unweighted_recall: 0.9903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9793, kappa: 0.9586, kb_relative_information_score: 0.9401, mean_absolute_error: 0.0322, 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: 0.0645, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1264, root_relative_squared_error: 0.2531, unweighted_recall: 0.9792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9718, kappa: 0.9436, kb_relative_information_score: 0.8752, mean_absolute_error: 0.0712, 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: 0.1426, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1586, root_relative_squared_error: 0.3174, unweighted_recall: 0.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9772, kappa: 0.9542, kb_relative_information_score: 0.9293, mean_absolute_error: 0.0389, 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: 0.0779, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.129, root_relative_squared_error: 0.2583, unweighted_recall: 0.9769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9722, kappa: 0.9442, kb_relative_information_score: 0.8964, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.499, weighted_recall: 0.9722, number_of_instances: 3196, precision: 0.9723, predictive_accuracy: 0.9722, prior_entropy: 0.9986, relative_absolute_error: 0.1172, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1498, root_relative_squared_error: 0.2998, unweighted_recall: 0.9724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9828, kappa: 0.9655, kb_relative_information_score: 0.9367, mean_absolute_error: 0.0357, 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: 0.0715, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1137, root_relative_squared_error: 0.2276, unweighted_recall: 0.9827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9931, kappa: 0.9862, kb_relative_information_score: 0.9775, mean_absolute_error: 0.0126, 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: 0.0252, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.1492, unweighted_recall: 0.9931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.974, kappa: 0.948, kb_relative_information_score: 0.9073, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.499, weighted_recall: 0.974, number_of_instances: 3196, precision: 0.974, predictive_accuracy: 0.974, prior_entropy: 0.9986, relative_absolute_error: 0.104, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.143, root_relative_squared_error: 0.2864, unweighted_recall: 0.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.979, kappa: 0.958, kb_relative_information_score: 0.9422, mean_absolute_error: 0.0314, 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: 0.063, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1169, root_relative_squared_error: 0.2339, unweighted_recall: 0.9789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9847, kappa: 0.9693, kb_relative_information_score: 0.9098, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.499, weighted_recall: 0.9847, number_of_instances: 3196, precision: 0.9848, predictive_accuracy: 0.9847, prior_entropy: 0.9986, relative_absolute_error: 0.1061, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1234, root_relative_squared_error: 0.247, unweighted_recall: 0.9849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9897, kappa: 0.9793, kb_relative_information_score: 0.9691, mean_absolute_error: 0.017, 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: 0.034, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.1781, unweighted_recall: 0.9897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.985, kappa: 0.9699, kb_relative_information_score: 0.9179, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.499, weighted_recall: 0.985, number_of_instances: 3196, precision: 0.985, predictive_accuracy: 0.985, prior_entropy: 0.9986, relative_absolute_error: 0.0966, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1175, root_relative_squared_error: 0.2352, unweighted_recall: 0.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9856, kappa: 0.9712, kb_relative_information_score: 0.95, mean_absolute_error: 0.0279, 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: 0.056, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1022, root_relative_squared_error: 0.2046, unweighted_recall: 0.9855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.975, kappa: 0.9498, kb_relative_information_score: 0.9266, mean_absolute_error: 0.0397, 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: 0.0796, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.2714, unweighted_recall: 0.9748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9737, kappa: 0.9473, kb_relative_information_score: 0.9267, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.499, weighted_recall: 0.9737, number_of_instances: 3196, precision: 0.9737, predictive_accuracy: 0.9737, prior_entropy: 0.9986, relative_absolute_error: 0.0786, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.14, root_relative_squared_error: 0.2803, unweighted_recall: 0.9736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9894, kappa: 0.9787, kb_relative_information_score: 0.9665, mean_absolute_error: 0.0186, 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: 0.0373, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0907, root_relative_squared_error: 0.1815, unweighted_recall: 0.9893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9501, kappa: 0.9, kb_relative_information_score: 0.7417, mean_absolute_error: 0.1459, mean_prior_absolute_error: 0.499, weighted_recall: 0.9503, number_of_instances: 3196, precision: 0.9525, predictive_accuracy: 0.9503, prior_entropy: 0.9986, relative_absolute_error: 0.2923, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2221, root_relative_squared_error: 0.4446, unweighted_recall: 0.9486,

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

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Use one of our APIs to download data from OpenML and upload your results

OpenML APIs