Task
Supervised Classification on splice

Supervised Classification on splice

Task 45 Supervised Classification splice 20610 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_50 study_7 study_70 study_98 study_99 under100k under1m
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20610 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9619, kappa: 0.9381, kb_relative_information_score: 0.9135, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.9623, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.1092, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1409, root_relative_squared_error: 0.3111, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9631, kappa: 0.9401, kb_relative_information_score: 0.9299, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.4101, weighted_recall: 0.963, number_of_instances: 3190, precision: 0.9634, predictive_accuracy: 0.963, prior_entropy: 1.4802, relative_absolute_error: 0.0835, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1378, root_relative_squared_error: 0.3043, unweighted_recall: 0.9618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9566, kappa: 0.9295, kb_relative_information_score: 0.9191, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9564, number_of_instances: 3190, precision: 0.9569, predictive_accuracy: 0.9564, prior_entropy: 1.4802, relative_absolute_error: 0.0961, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.3322, unweighted_recall: 0.9545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9588, kappa: 0.9331, kb_relative_information_score: 0.9173, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9586, number_of_instances: 3190, precision: 0.9591, predictive_accuracy: 0.9586, prior_entropy: 1.4802, relative_absolute_error: 0.1012, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1436, root_relative_squared_error: 0.3171, unweighted_recall: 0.9578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9541, kappa: 0.9254, kb_relative_information_score: 0.9109, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9539, number_of_instances: 3190, precision: 0.9545, predictive_accuracy: 0.9539, prior_entropy: 1.4802, relative_absolute_error: 0.109, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1475, root_relative_squared_error: 0.3258, unweighted_recall: 0.9518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.961, kappa: 0.9366, kb_relative_information_score: 0.8985, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9608, number_of_instances: 3190, precision: 0.9614, predictive_accuracy: 0.9608, prior_entropy: 1.4802, relative_absolute_error: 0.1315, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1443, root_relative_squared_error: 0.3187, unweighted_recall: 0.9604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9591, kappa: 0.9335, kb_relative_information_score: 0.9177, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9589, number_of_instances: 3190, precision: 0.9594, predictive_accuracy: 0.9589, prior_entropy: 1.4802, relative_absolute_error: 0.0988, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1494, root_relative_squared_error: 0.3299, unweighted_recall: 0.9564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9578, kappa: 0.9315, kb_relative_information_score: 0.9216, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9577, number_of_instances: 3190, precision: 0.9582, predictive_accuracy: 0.9577, prior_entropy: 1.4802, relative_absolute_error: 0.0932, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1482, root_relative_squared_error: 0.3273, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9613, kappa: 0.9372, kb_relative_information_score: 0.9202, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9618, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.0977, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.3195, unweighted_recall: 0.9622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9641, kappa: 0.9416, kb_relative_information_score: 0.9249, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9639, number_of_instances: 3190, precision: 0.9644, predictive_accuracy: 0.9639, prior_entropy: 1.4802, relative_absolute_error: 0.0922, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1379, root_relative_squared_error: 0.3045, unweighted_recall: 0.9626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9616, kappa: 0.9376, kb_relative_information_score: 0.936, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9614, number_of_instances: 3190, precision: 0.9619, predictive_accuracy: 0.9614, prior_entropy: 1.4802, relative_absolute_error: 0.073, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.3156, unweighted_recall: 0.9606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9609, kappa: 0.9365, kb_relative_information_score: 0.9245, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9608, number_of_instances: 3190, precision: 0.9611, predictive_accuracy: 0.9608, prior_entropy: 1.4802, relative_absolute_error: 0.0912, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.3124, unweighted_recall: 0.9585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9598, kappa: 0.9347, kb_relative_information_score: 0.9157, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9596, number_of_instances: 3190, precision: 0.9603, predictive_accuracy: 0.9596, prior_entropy: 1.4802, relative_absolute_error: 0.1053, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.3116, unweighted_recall: 0.9596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9578, kappa: 0.9316, kb_relative_information_score: 0.9223, mean_absolute_error: 0.0379, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9577, number_of_instances: 3190, precision: 0.9583, predictive_accuracy: 0.9577, prior_entropy: 1.4802, relative_absolute_error: 0.0925, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1474, root_relative_squared_error: 0.3256, unweighted_recall: 0.9572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9647, kappa: 0.9427, kb_relative_information_score: 0.9223, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9646, number_of_instances: 3190, precision: 0.965, predictive_accuracy: 0.9646, prior_entropy: 1.4802, relative_absolute_error: 0.0957, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1377, root_relative_squared_error: 0.3042, unweighted_recall: 0.9644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9578, kappa: 0.9316, kb_relative_information_score: 0.9093, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9577, number_of_instances: 3190, precision: 0.9583, predictive_accuracy: 0.9577, prior_entropy: 1.4802, relative_absolute_error: 0.1146, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1445, root_relative_squared_error: 0.3191, unweighted_recall: 0.9577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9616, kappa: 0.9376, kb_relative_information_score: 0.931, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9614, number_of_instances: 3190, precision: 0.9619, predictive_accuracy: 0.9614, prior_entropy: 1.4802, relative_absolute_error: 0.0816, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1415, root_relative_squared_error: 0.3125, unweighted_recall: 0.9603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9474, kappa: 0.9147, kb_relative_information_score: 0.7978, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.4101, weighted_recall: 0.947, number_of_instances: 3190, precision: 0.9485, predictive_accuracy: 0.947, prior_entropy: 1.4802, relative_absolute_error: 0.2726, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1818, root_relative_squared_error: 0.4014, unweighted_recall: 0.9483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9575, kappa: 0.9311, kb_relative_information_score: 0.9244, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9574, number_of_instances: 3190, precision: 0.958, predictive_accuracy: 0.9574, prior_entropy: 1.4802, relative_absolute_error: 0.0891, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1464, root_relative_squared_error: 0.3232, unweighted_recall: 0.9568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9625, kappa: 0.9391, kb_relative_information_score: 0.9291, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9624, number_of_instances: 3190, precision: 0.9627, predictive_accuracy: 0.9624, prior_entropy: 1.4802, relative_absolute_error: 0.085, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1391, root_relative_squared_error: 0.3072, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9535, kappa: 0.9245, kb_relative_information_score: 0.9132, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9533, number_of_instances: 3190, precision: 0.9541, predictive_accuracy: 0.9533, prior_entropy: 1.4802, relative_absolute_error: 0.1047, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1518, root_relative_squared_error: 0.3353, unweighted_recall: 0.9525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9609, kappa: 0.9365, kb_relative_information_score: 0.9314, mean_absolute_error: 0.033, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9608, number_of_instances: 3190, precision: 0.9612, predictive_accuracy: 0.9608, prior_entropy: 1.4802, relative_absolute_error: 0.0805, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.3124, unweighted_recall: 0.9597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9601, kappa: 0.9352, kb_relative_information_score: 0.8961, mean_absolute_error: 0.0554, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9599, number_of_instances: 3190, precision: 0.9606, predictive_accuracy: 0.9599, prior_entropy: 1.4802, relative_absolute_error: 0.1352, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1459, root_relative_squared_error: 0.3222, unweighted_recall: 0.9598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9591, kappa: 0.9335, kb_relative_information_score: 0.9233, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9589, number_of_instances: 3190, precision: 0.9593, predictive_accuracy: 0.9589, prior_entropy: 1.4802, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1438, root_relative_squared_error: 0.3177, unweighted_recall: 0.9566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9586, kappa: 0.9327, kb_relative_information_score: 0.8632, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.9593, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.1818, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1575, root_relative_squared_error: 0.3478, unweighted_recall: 0.9588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9566, kappa: 0.9295, kb_relative_information_score: 0.9167, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9564, number_of_instances: 3190, precision: 0.9569, predictive_accuracy: 0.9564, prior_entropy: 1.4802, relative_absolute_error: 0.0991, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1522, root_relative_squared_error: 0.3361, unweighted_recall: 0.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9603, kappa: 0.9355, kb_relative_information_score: 0.9249, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9602, number_of_instances: 3190, precision: 0.9605, predictive_accuracy: 0.9602, prior_entropy: 1.4802, relative_absolute_error: 0.0888, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1449, root_relative_squared_error: 0.3201, unweighted_recall: 0.9584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9616, kappa: 0.9376, kb_relative_information_score: 0.9221, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9614, number_of_instances: 3190, precision: 0.962, predictive_accuracy: 0.9614, prior_entropy: 1.4802, relative_absolute_error: 0.0942, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1441, root_relative_squared_error: 0.3182, unweighted_recall: 0.9608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9566, kappa: 0.9295, kb_relative_information_score: 0.9245, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9564, number_of_instances: 3190, precision: 0.9569, predictive_accuracy: 0.9564, prior_entropy: 1.4802, relative_absolute_error: 0.0879, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.3321, unweighted_recall: 0.9545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9628, kappa: 0.9397, kb_relative_information_score: 0.9265, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9627, number_of_instances: 3190, precision: 0.9633, predictive_accuracy: 0.9627, prior_entropy: 1.4802, relative_absolute_error: 0.089, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1419, root_relative_squared_error: 0.3133, unweighted_recall: 0.9628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.959, kappa: 0.9335, kb_relative_information_score: 0.923, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9589, number_of_instances: 3190, precision: 0.9593, predictive_accuracy: 0.9589, prior_entropy: 1.4802, relative_absolute_error: 0.0905, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1508, root_relative_squared_error: 0.3331, unweighted_recall: 0.9571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9566, kappa: 0.9295, kb_relative_information_score: 0.9153, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9564, number_of_instances: 3190, precision: 0.957, predictive_accuracy: 0.9564, prior_entropy: 1.4802, relative_absolute_error: 0.1046, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1468, root_relative_squared_error: 0.3242, unweighted_recall: 0.9559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9566, kappa: 0.9294, kb_relative_information_score: 0.9129, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9564, number_of_instances: 3190, precision: 0.9569, predictive_accuracy: 0.9564, prior_entropy: 1.4802, relative_absolute_error: 0.1066, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1486, root_relative_squared_error: 0.3282, unweighted_recall: 0.9543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9619, kappa: 0.9381, kb_relative_information_score: 0.9037, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.9623, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1426, root_relative_squared_error: 0.3149, unweighted_recall: 0.9612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9612, kappa: 0.9371, kb_relative_information_score: 0.9294, mean_absolute_error: 0.0339, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9615, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.0827, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1454, root_relative_squared_error: 0.3212, unweighted_recall: 0.9599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9572, kappa: 0.9305, kb_relative_information_score: 0.9259, mean_absolute_error: 0.035, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9571, number_of_instances: 3190, precision: 0.9576, predictive_accuracy: 0.9571, prior_entropy: 1.4802, relative_absolute_error: 0.0852, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1544, root_relative_squared_error: 0.341, unweighted_recall: 0.9559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.96, kappa: 0.9352, kb_relative_information_score: 0.923, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9599, number_of_instances: 3190, precision: 0.9605, predictive_accuracy: 0.9599, prior_entropy: 1.4802, relative_absolute_error: 0.0931, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.3196, unweighted_recall: 0.9603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9613, kappa: 0.9371, kb_relative_information_score: 0.9104, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9616, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.1131, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1409, root_relative_squared_error: 0.3112, unweighted_recall: 0.9594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9622, kappa: 0.9386, kb_relative_information_score: 0.9271, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9621, number_of_instances: 3190, precision: 0.9626, predictive_accuracy: 0.9621, prior_entropy: 1.4802, relative_absolute_error: 0.0885, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1391, root_relative_squared_error: 0.3073, unweighted_recall: 0.9614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9544, kappa: 0.9259, kb_relative_information_score: 0.9247, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9542, number_of_instances: 3190, precision: 0.9548, predictive_accuracy: 0.9542, prior_entropy: 1.4802, relative_absolute_error: 0.087, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.3311, unweighted_recall: 0.9524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9603, kappa: 0.9356, kb_relative_information_score: 0.9122, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9602, number_of_instances: 3190, precision: 0.9606, predictive_accuracy: 0.9602, prior_entropy: 1.4802, relative_absolute_error: 0.1105, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1422, root_relative_squared_error: 0.3141, unweighted_recall: 0.9595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9628, kappa: 0.9396, kb_relative_information_score: 0.9317, mean_absolute_error: 0.0328, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9627, number_of_instances: 3190, precision: 0.9631, predictive_accuracy: 0.9627, prior_entropy: 1.4802, relative_absolute_error: 0.0799, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1412, root_relative_squared_error: 0.3118, unweighted_recall: 0.9609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9631, kappa: 0.9401, kb_relative_information_score: 0.9302, mean_absolute_error: 0.0344, mean_prior_absolute_error: 0.4101, weighted_recall: 0.963, number_of_instances: 3190, precision: 0.9634, predictive_accuracy: 0.963, prior_entropy: 1.4802, relative_absolute_error: 0.0838, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1386, root_relative_squared_error: 0.3062, unweighted_recall: 0.9618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9631, kappa: 0.9401, kb_relative_information_score: 0.93, mean_absolute_error: 0.0344, mean_prior_absolute_error: 0.4101, weighted_recall: 0.963, number_of_instances: 3190, precision: 0.9634, predictive_accuracy: 0.963, prior_entropy: 1.4802, relative_absolute_error: 0.0838, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1396, root_relative_squared_error: 0.3082, unweighted_recall: 0.9623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9625, kappa: 0.9392, kb_relative_information_score: 0.923, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9624, number_of_instances: 3190, precision: 0.963, predictive_accuracy: 0.9624, prior_entropy: 1.4802, relative_absolute_error: 0.0952, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1374, root_relative_squared_error: 0.3035, unweighted_recall: 0.9626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9578, kappa: 0.9314, kb_relative_information_score: 0.9197, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9577, number_of_instances: 3190, precision: 0.958, predictive_accuracy: 0.9577, prior_entropy: 1.4802, relative_absolute_error: 0.0948, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1494, root_relative_squared_error: 0.33, unweighted_recall: 0.9553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9575, kappa: 0.931, kb_relative_information_score: 0.9206, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9574, number_of_instances: 3190, precision: 0.9579, predictive_accuracy: 0.9574, prior_entropy: 1.4802, relative_absolute_error: 0.0951, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1448, root_relative_squared_error: 0.3198, unweighted_recall: 0.9554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9597, kappa: 0.9345, kb_relative_information_score: 0.9181, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9596, number_of_instances: 3190, precision: 0.9599, predictive_accuracy: 0.9596, prior_entropy: 1.4802, relative_absolute_error: 0.1009, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1409, root_relative_squared_error: 0.3112, unweighted_recall: 0.9577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9584, kappa: 0.9324, kb_relative_information_score: 0.9218, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.9586, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.092, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1481, root_relative_squared_error: 0.327, unweighted_recall: 0.9557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9618, kappa: 0.938, kb_relative_information_score: 0.9291, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.962, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.0847, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1416, root_relative_squared_error: 0.3128, unweighted_recall: 0.9601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9591, kappa: 0.9335, kb_relative_information_score: 0.9149, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9589, number_of_instances: 3190, precision: 0.9594, predictive_accuracy: 0.9589, prior_entropy: 1.4802, relative_absolute_error: 0.1047, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1421, root_relative_squared_error: 0.3139, unweighted_recall: 0.9575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9573, kappa: 0.9307, kb_relative_information_score: 0.898, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9571, number_of_instances: 3190, precision: 0.958, predictive_accuracy: 0.9571, prior_entropy: 1.4802, relative_absolute_error: 0.1318, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1464, root_relative_squared_error: 0.3232, unweighted_recall: 0.9582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9572, kappa: 0.9305, kb_relative_information_score: 0.9191, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9571, number_of_instances: 3190, precision: 0.9575, predictive_accuracy: 0.9571, prior_entropy: 1.4802, relative_absolute_error: 0.0961, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.3311, unweighted_recall: 0.9556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9631, kappa: 0.9401, kb_relative_information_score: 0.9305, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.4101, weighted_recall: 0.963, number_of_instances: 3190, precision: 0.9633, predictive_accuracy: 0.963, prior_entropy: 1.4802, relative_absolute_error: 0.0818, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.3156, unweighted_recall: 0.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9591, kappa: 0.9336, kb_relative_information_score: 0.9186, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9589, number_of_instances: 3190, precision: 0.9595, predictive_accuracy: 0.9589, prior_entropy: 1.4802, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1452, root_relative_squared_error: 0.3208, unweighted_recall: 0.9582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9612, kappa: 0.937, kb_relative_information_score: 0.9138, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9614, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.1066, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1459, root_relative_squared_error: 0.3222, unweighted_recall: 0.9594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9559, kappa: 0.9283, kb_relative_information_score: 0.916, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9558, number_of_instances: 3190, precision: 0.9561, predictive_accuracy: 0.9558, prior_entropy: 1.4802, relative_absolute_error: 0.1002, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1494, root_relative_squared_error: 0.33, unweighted_recall: 0.9518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.96, kappa: 0.935, kb_relative_information_score: 0.9316, mean_absolute_error: 0.0322, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9599, number_of_instances: 3190, precision: 0.9602, predictive_accuracy: 0.9599, prior_entropy: 1.4802, relative_absolute_error: 0.0786, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1469, root_relative_squared_error: 0.3243, unweighted_recall: 0.9572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9604, kappa: 0.9357, kb_relative_information_score: 0.924, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9602, number_of_instances: 3190, precision: 0.9609, predictive_accuracy: 0.9602, prior_entropy: 1.4802, relative_absolute_error: 0.0919, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1449, root_relative_squared_error: 0.3199, unweighted_recall: 0.9609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9547, kappa: 0.9264, kb_relative_information_score: 0.9096, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9545, number_of_instances: 3190, precision: 0.9549, predictive_accuracy: 0.9545, prior_entropy: 1.4802, relative_absolute_error: 0.1099, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.3322, unweighted_recall: 0.9522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9566, kappa: 0.9295, kb_relative_information_score: 0.9121, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9564, number_of_instances: 3190, precision: 0.957, predictive_accuracy: 0.9564, prior_entropy: 1.4802, relative_absolute_error: 0.1085, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.3228, unweighted_recall: 0.9548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9628, kappa: 0.9396, kb_relative_information_score: 0.9247, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9627, number_of_instances: 3190, precision: 0.963, predictive_accuracy: 0.9627, prior_entropy: 1.4802, relative_absolute_error: 0.0912, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.3178, unweighted_recall: 0.9614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.959, kappa: 0.9335, kb_relative_information_score: 0.9294, mean_absolute_error: 0.0338, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9589, number_of_instances: 3190, precision: 0.9592, predictive_accuracy: 0.9589, prior_entropy: 1.4802, relative_absolute_error: 0.0825, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.3229, unweighted_recall: 0.9571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9588, kappa: 0.9331, kb_relative_information_score: 0.9162, mean_absolute_error: 0.0421, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9586, number_of_instances: 3190, precision: 0.9593, predictive_accuracy: 0.9586, prior_entropy: 1.4802, relative_absolute_error: 0.1028, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1466, root_relative_squared_error: 0.3239, unweighted_recall: 0.9585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9575, kappa: 0.9311, kb_relative_information_score: 0.903, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9574, number_of_instances: 3190, precision: 0.958, predictive_accuracy: 0.9574, prior_entropy: 1.4802, relative_absolute_error: 0.1223, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1498, root_relative_squared_error: 0.3308, unweighted_recall: 0.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9628, kappa: 0.9397, kb_relative_information_score: 0.9131, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9627, number_of_instances: 3190, precision: 0.9632, predictive_accuracy: 0.9627, prior_entropy: 1.4802, relative_absolute_error: 0.1096, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1423, root_relative_squared_error: 0.3142, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9638, kappa: 0.9411, kb_relative_information_score: 0.9183, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9636, number_of_instances: 3190, precision: 0.9641, predictive_accuracy: 0.9636, prior_entropy: 1.4802, relative_absolute_error: 0.1018, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1392, root_relative_squared_error: 0.3075, unweighted_recall: 0.9629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9426, kappa: 0.9067, kb_relative_information_score: 0.7242, mean_absolute_error: 0.1516, mean_prior_absolute_error: 0.4101, weighted_recall: 0.942, number_of_instances: 3190, precision: 0.9444, predictive_accuracy: 0.942, prior_entropy: 1.4802, relative_absolute_error: 0.3696, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.4613, unweighted_recall: 0.9415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9574, kappa: 0.9309, kb_relative_information_score: 0.9217, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9574, number_of_instances: 3190, precision: 0.9576, predictive_accuracy: 0.9574, prior_entropy: 1.4802, relative_absolute_error: 0.0928, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1476, root_relative_squared_error: 0.326, unweighted_recall: 0.9561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.96, kappa: 0.935, kb_relative_information_score: 0.922, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9599, number_of_instances: 3190, precision: 0.9602, predictive_accuracy: 0.9599, prior_entropy: 1.4802, relative_absolute_error: 0.0944, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.3156, unweighted_recall: 0.9582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9619, kappa: 0.9382, kb_relative_information_score: 0.9194, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.9623, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.0998, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1426, root_relative_squared_error: 0.3149, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9585, kappa: 0.9325, kb_relative_information_score: 0.9315, mean_absolute_error: 0.0322, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.9588, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.0786, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1452, root_relative_squared_error: 0.3207, unweighted_recall: 0.9564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9566, kappa: 0.9295, kb_relative_information_score: 0.9142, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9564, number_of_instances: 3190, precision: 0.9569, predictive_accuracy: 0.9564, prior_entropy: 1.4802, relative_absolute_error: 0.104, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1496, root_relative_squared_error: 0.3304, unweighted_recall: 0.9548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9572, kappa: 0.9306, kb_relative_information_score: 0.9147, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9571, number_of_instances: 3190, precision: 0.9578, predictive_accuracy: 0.9571, prior_entropy: 1.4802, relative_absolute_error: 0.1047, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1484, root_relative_squared_error: 0.3277, unweighted_recall: 0.9568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.961, kappa: 0.9366, kb_relative_information_score: 0.9212, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9608, number_of_instances: 3190, precision: 0.9614, predictive_accuracy: 0.9608, prior_entropy: 1.4802, relative_absolute_error: 0.0963, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.316, unweighted_recall: 0.9606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9588, kappa: 0.933, kb_relative_information_score: 0.9101, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9586, number_of_instances: 3190, precision: 0.9591, predictive_accuracy: 0.9586, prior_entropy: 1.4802, relative_absolute_error: 0.1104, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1477, root_relative_squared_error: 0.3262, unweighted_recall: 0.9571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9634, kappa: 0.9406, kb_relative_information_score: 0.9184, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9633, number_of_instances: 3190, precision: 0.9637, predictive_accuracy: 0.9633, prior_entropy: 1.4802, relative_absolute_error: 0.1013, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.141, root_relative_squared_error: 0.3114, unweighted_recall: 0.9618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9573, kappa: 0.9306, kb_relative_information_score: 0.9101, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9571, number_of_instances: 3190, precision: 0.9578, predictive_accuracy: 0.9571, prior_entropy: 1.4802, relative_absolute_error: 0.1111, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1478, root_relative_squared_error: 0.3265, unweighted_recall: 0.9563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9585, kappa: 0.9326, kb_relative_information_score: 0.9053, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.9589, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.1195, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1463, root_relative_squared_error: 0.3232, unweighted_recall: 0.9578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9616, kappa: 0.9377, kb_relative_information_score: 0.9106, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9614, number_of_instances: 3190, precision: 0.9622, predictive_accuracy: 0.9614, prior_entropy: 1.4802, relative_absolute_error: 0.1131, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.3153, unweighted_recall: 0.9622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9572, kappa: 0.9305, kb_relative_information_score: 0.9028, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9571, number_of_instances: 3190, precision: 0.9575, predictive_accuracy: 0.9571, prior_entropy: 1.4802, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1488, root_relative_squared_error: 0.3286, unweighted_recall: 0.9556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9603, kappa: 0.9355, kb_relative_information_score: 0.9172, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9602, number_of_instances: 3190, precision: 0.9606, predictive_accuracy: 0.9602, prior_entropy: 1.4802, relative_absolute_error: 0.1021, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1425, root_relative_squared_error: 0.3147, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.961, kappa: 0.9366, kb_relative_information_score: 0.8968, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9608, number_of_instances: 3190, precision: 0.9614, predictive_accuracy: 0.9608, prior_entropy: 1.4802, relative_absolute_error: 0.1338, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1451, root_relative_squared_error: 0.3205, unweighted_recall: 0.9606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9619, kappa: 0.938, kb_relative_information_score: 0.9325, mean_absolute_error: 0.0322, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.9621, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.0785, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1426, root_relative_squared_error: 0.3149, unweighted_recall: 0.9601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9641, kappa: 0.9416, kb_relative_information_score: 0.9342, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9639, number_of_instances: 3190, precision: 0.9643, predictive_accuracy: 0.9639, prior_entropy: 1.4802, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1408, root_relative_squared_error: 0.311, unweighted_recall: 0.9624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9613, kappa: 0.9371, kb_relative_information_score: 0.9214, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9618, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.0972, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1381, root_relative_squared_error: 0.305, unweighted_recall: 0.9604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9566, kappa: 0.9295, kb_relative_information_score: 0.9225, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9564, number_of_instances: 3190, precision: 0.957, predictive_accuracy: 0.9564, prior_entropy: 1.4802, relative_absolute_error: 0.0934, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.145, root_relative_squared_error: 0.3202, unweighted_recall: 0.9559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9629, kappa: 0.9397, kb_relative_information_score: 0.918, mean_absolute_error: 0.0421, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9627, number_of_instances: 3190, precision: 0.9633, predictive_accuracy: 0.9627, prior_entropy: 1.4802, relative_absolute_error: 0.1026, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1412, root_relative_squared_error: 0.3119, unweighted_recall: 0.9628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9603, kappa: 0.9356, kb_relative_information_score: 0.9206, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9602, number_of_instances: 3190, precision: 0.9607, predictive_accuracy: 0.9602, prior_entropy: 1.4802, relative_absolute_error: 0.0961, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1436, root_relative_squared_error: 0.3171, unweighted_recall: 0.9597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9625, kappa: 0.9392, kb_relative_information_score: 0.9174, mean_absolute_error: 0.0421, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9624, number_of_instances: 3190, precision: 0.9629, predictive_accuracy: 0.9624, prior_entropy: 1.4802, relative_absolute_error: 0.1027, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.142, root_relative_squared_error: 0.3136, unweighted_recall: 0.9623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9578, kappa: 0.9315, kb_relative_information_score: 0.917, mean_absolute_error: 0.041, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9577, number_of_instances: 3190, precision: 0.9583, predictive_accuracy: 0.9577, prior_entropy: 1.4802, relative_absolute_error: 0.1, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1493, root_relative_squared_error: 0.3298, unweighted_recall: 0.9565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9582, kappa: 0.9321, kb_relative_information_score: 0.9155, mean_absolute_error: 0.0425, mean_prior_absolute_error: 0.4101, weighted_recall: 0.958, number_of_instances: 3190, precision: 0.9587, predictive_accuracy: 0.958, prior_entropy: 1.4802, relative_absolute_error: 0.1037, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1482, root_relative_squared_error: 0.3273, unweighted_recall: 0.9583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.96, kappa: 0.9351, kb_relative_information_score: 0.9195, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9599, number_of_instances: 3190, precision: 0.9605, predictive_accuracy: 0.9599, prior_entropy: 1.4802, relative_absolute_error: 0.0986, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1451, root_relative_squared_error: 0.3205, unweighted_recall: 0.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9616, kappa: 0.9377, kb_relative_information_score: 0.9092, mean_absolute_error: 0.0473, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9614, number_of_instances: 3190, precision: 0.9621, predictive_accuracy: 0.9614, prior_entropy: 1.4802, relative_absolute_error: 0.1153, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1416, root_relative_squared_error: 0.3126, unweighted_recall: 0.9617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9631, kappa: 0.9401, kb_relative_information_score: 0.9258, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.4101, weighted_recall: 0.963, number_of_instances: 3190, precision: 0.9634, predictive_accuracy: 0.963, prior_entropy: 1.4802, relative_absolute_error: 0.0891, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1399, root_relative_squared_error: 0.309, unweighted_recall: 0.9618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9585, kappa: 0.9327, kb_relative_information_score: 0.9162, mean_absolute_error: 0.0421, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.9592, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.1026, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.3279, unweighted_recall: 0.9592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9588, kappa: 0.933, kb_relative_information_score: 0.928, mean_absolute_error: 0.0348, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9586, number_of_instances: 3190, precision: 0.9591, predictive_accuracy: 0.9586, prior_entropy: 1.4802, relative_absolute_error: 0.0848, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1454, root_relative_squared_error: 0.321, unweighted_recall: 0.9576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9565, kappa: 0.9295, kb_relative_information_score: 0.922, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9564, number_of_instances: 3190, precision: 0.9568, predictive_accuracy: 0.9564, prior_entropy: 1.4802, relative_absolute_error: 0.0917, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1493, root_relative_squared_error: 0.3298, unweighted_recall: 0.9548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9571, kappa: 0.9304, kb_relative_information_score: 0.9222, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9571, number_of_instances: 3190, precision: 0.9573, predictive_accuracy: 0.9571, prior_entropy: 1.4802, relative_absolute_error: 0.0919, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1482, root_relative_squared_error: 0.3273, unweighted_recall: 0.9538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9572, kappa: 0.9305, kb_relative_information_score: 0.9196, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9571, number_of_instances: 3190, precision: 0.9576, predictive_accuracy: 0.9571, prior_entropy: 1.4802, relative_absolute_error: 0.0959, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1478, root_relative_squared_error: 0.3263, unweighted_recall: 0.9554,

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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Download this task directly in your environment and automatically upload your results

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

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