OpenML
Supervised Classification on splice

Supervised Classification on splice

Task 45 Supervised Classification splice 20618 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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20618 Runs

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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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.96, kappa: 0.9351, kb_relative_information_score: 0.9171, mean_absolute_error: 0.042, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9599, number_of_instances: 3190, precision: 0.9604, predictive_accuracy: 0.9599, prior_entropy: 1.4802, relative_absolute_error: 0.1024, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.3178, unweighted_recall: 0.9596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9584, kappa: 0.9324, kb_relative_information_score: 0.9167, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.9587, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.0997, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1492, root_relative_squared_error: 0.3296, unweighted_recall: 0.9553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9563, kappa: 0.929, kb_relative_information_score: 0.9149, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9561, number_of_instances: 3190, precision: 0.9567, predictive_accuracy: 0.9561, prior_entropy: 1.4802, relative_absolute_error: 0.1032, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.3328, unweighted_recall: 0.9553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9644, kappa: 0.9421, kb_relative_information_score: 0.923, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9643, number_of_instances: 3190, precision: 0.9646, predictive_accuracy: 0.9643, prior_entropy: 1.4802, relative_absolute_error: 0.0946, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1398, root_relative_squared_error: 0.3086, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9634, kappa: 0.9406, kb_relative_information_score: 0.9236, mean_absolute_error: 0.0381, 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: 0.0929, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1402, root_relative_squared_error: 0.3096, unweighted_recall: 0.9625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9597, kappa: 0.9347, kb_relative_information_score: 0.8994, mean_absolute_error: 0.0532, 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: 0.1297, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1448, root_relative_squared_error: 0.3199, unweighted_recall: 0.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.955, kappa: 0.9269, kb_relative_information_score: 0.9097, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9549, number_of_instances: 3190, precision: 0.9553, predictive_accuracy: 0.9549, prior_entropy: 1.4802, relative_absolute_error: 0.1096, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1535, root_relative_squared_error: 0.339, unweighted_recall: 0.9533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9606, kappa: 0.9361, kb_relative_information_score: 0.8997, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9605, number_of_instances: 3190, precision: 0.9611, predictive_accuracy: 0.9605, prior_entropy: 1.4802, relative_absolute_error: 0.1299, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1444, root_relative_squared_error: 0.3189, unweighted_recall: 0.9602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9607, kappa: 0.9361, kb_relative_information_score: 0.9199, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9605, number_of_instances: 3190, precision: 0.9611, predictive_accuracy: 0.9605, prior_entropy: 1.4802, relative_absolute_error: 0.0986, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.3122, unweighted_recall: 0.9602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9556, kappa: 0.928, kb_relative_information_score: 0.9099, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9555, number_of_instances: 3190, precision: 0.956, predictive_accuracy: 0.9555, prior_entropy: 1.4802, relative_absolute_error: 0.1107, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.151, root_relative_squared_error: 0.3334, unweighted_recall: 0.9537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9616, kappa: 0.9376, kb_relative_information_score: 0.9135, mean_absolute_error: 0.0444, 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: 0.1084, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1408, root_relative_squared_error: 0.3109, unweighted_recall: 0.9608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9585, kappa: 0.9325, kb_relative_information_score: 0.9285, mean_absolute_error: 0.0344, 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: 0.0839, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1438, root_relative_squared_error: 0.3176, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9635, kappa: 0.9406, kb_relative_information_score: 0.9292, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9633, number_of_instances: 3190, precision: 0.9638, predictive_accuracy: 0.9633, prior_entropy: 1.4802, relative_absolute_error: 0.0847, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1404, root_relative_squared_error: 0.3102, unweighted_recall: 0.9622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9569, kappa: 0.93, kb_relative_information_score: 0.9126, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9567, number_of_instances: 3190, precision: 0.9572, predictive_accuracy: 0.9567, prior_entropy: 1.4802, relative_absolute_error: 0.1074, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1476, root_relative_squared_error: 0.326, unweighted_recall: 0.9557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9606, kappa: 0.936, kb_relative_information_score: 0.9181, mean_absolute_error: 0.0413, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9605, number_of_instances: 3190, precision: 0.9609, predictive_accuracy: 0.9605, prior_entropy: 1.4802, relative_absolute_error: 0.1006, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.3122, unweighted_recall: 0.9588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.96, kappa: 0.9351, kb_relative_information_score: 0.9232, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9599, number_of_instances: 3190, precision: 0.9604, predictive_accuracy: 0.9599, prior_entropy: 1.4802, relative_absolute_error: 0.0938, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1399, root_relative_squared_error: 0.309, unweighted_recall: 0.9586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9616, kappa: 0.9376, kb_relative_information_score: 0.9204, mean_absolute_error: 0.04, 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: 0.0976, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1427, root_relative_squared_error: 0.3151, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9612, kappa: 0.937, kb_relative_information_score: 0.9248, mean_absolute_error: 0.037, 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: 0.0903, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1418, root_relative_squared_error: 0.3131, unweighted_recall: 0.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9575, kappa: 0.9309, kb_relative_information_score: 0.9235, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9574, number_of_instances: 3190, precision: 0.9577, predictive_accuracy: 0.9574, prior_entropy: 1.4802, relative_absolute_error: 0.0897, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1505, root_relative_squared_error: 0.3325, unweighted_recall: 0.9554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9566, kappa: 0.9295, kb_relative_information_score: 0.9225, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9564, number_of_instances: 3190, precision: 0.9571, predictive_accuracy: 0.9564, prior_entropy: 1.4802, relative_absolute_error: 0.0928, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1451, root_relative_squared_error: 0.3205, unweighted_recall: 0.9548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9587, kappa: 0.933, kb_relative_information_score: 0.9284, mean_absolute_error: 0.0339, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9586, number_of_instances: 3190, precision: 0.9589, predictive_accuracy: 0.9586, prior_entropy: 1.4802, relative_absolute_error: 0.0827, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1451, root_relative_squared_error: 0.3205, unweighted_recall: 0.9564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9594, kappa: 0.934, kb_relative_information_score: 0.9266, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9592, number_of_instances: 3190, precision: 0.9596, predictive_accuracy: 0.9592, prior_entropy: 1.4802, relative_absolute_error: 0.0844, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1511, root_relative_squared_error: 0.3336, unweighted_recall: 0.9573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9622, kappa: 0.9387, kb_relative_information_score: 0.8975, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9621, number_of_instances: 3190, precision: 0.9628, predictive_accuracy: 0.9621, prior_entropy: 1.4802, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1448, root_relative_squared_error: 0.3199, unweighted_recall: 0.9624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9631, kappa: 0.9401, kb_relative_information_score: 0.9226, mean_absolute_error: 0.0392, 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: 0.0957, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1389, root_relative_squared_error: 0.3068, unweighted_recall: 0.9618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9535, kappa: 0.9244, kb_relative_information_score: 0.8997, mean_absolute_error: 0.0503, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9533, number_of_instances: 3190, precision: 0.9539, predictive_accuracy: 0.9533, prior_entropy: 1.4802, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.159, root_relative_squared_error: 0.3512, unweighted_recall: 0.9514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9597, kappa: 0.9346, kb_relative_information_score: 0.9224, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9596, number_of_instances: 3190, precision: 0.9601, predictive_accuracy: 0.9596, prior_entropy: 1.4802, relative_absolute_error: 0.0934, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1449, root_relative_squared_error: 0.3201, unweighted_recall: 0.9596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9579, kappa: 0.9315, kb_relative_information_score: 0.9119, mean_absolute_error: 0.0447, 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: 0.1091, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1464, root_relative_squared_error: 0.3233, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.96, kappa: 0.9352, kb_relative_information_score: 0.9252, mean_absolute_error: 0.037, 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: 0.0903, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1427, root_relative_squared_error: 0.3152, unweighted_recall: 0.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9606, kappa: 0.936, kb_relative_information_score: 0.9156, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9605, number_of_instances: 3190, precision: 0.9609, predictive_accuracy: 0.9605, prior_entropy: 1.4802, relative_absolute_error: 0.1038, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1456, root_relative_squared_error: 0.3215, unweighted_recall: 0.9583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9579, kappa: 0.9317, kb_relative_information_score: 0.8913, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9577, number_of_instances: 3190, precision: 0.9586, predictive_accuracy: 0.9577, prior_entropy: 1.4802, relative_absolute_error: 0.1416, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1483, root_relative_squared_error: 0.3275, unweighted_recall: 0.9581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9572, kappa: 0.9305, kb_relative_information_score: 0.9175, mean_absolute_error: 0.0409, 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: 0.0998, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1472, root_relative_squared_error: 0.3251, unweighted_recall: 0.9554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9628, kappa: 0.9395, kb_relative_information_score: 0.925, mean_absolute_error: 0.0371, 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: 0.0906, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1405, root_relative_squared_error: 0.3104, unweighted_recall: 0.9602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9562, kappa: 0.9289, kb_relative_information_score: 0.9092, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9561, number_of_instances: 3190, precision: 0.9565, predictive_accuracy: 0.9561, prior_entropy: 1.4802, relative_absolute_error: 0.1106, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1524, root_relative_squared_error: 0.3367, unweighted_recall: 0.9541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9634, kappa: 0.9406, kb_relative_information_score: 0.9245, mean_absolute_error: 0.0379, 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: 0.0924, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1388, root_relative_squared_error: 0.3066, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9622, kappa: 0.9386, kb_relative_information_score: 0.9282, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9621, number_of_instances: 3190, precision: 0.9625, predictive_accuracy: 0.9621, prior_entropy: 1.4802, relative_absolute_error: 0.0868, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.3056, unweighted_recall: 0.9607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9612, kappa: 0.937, kb_relative_information_score: 0.9247, mean_absolute_error: 0.0369, 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: 0.0899, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.3156, unweighted_recall: 0.9594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9594, kappa: 0.9341, kb_relative_information_score: 0.9226, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9592, number_of_instances: 3190, precision: 0.9599, predictive_accuracy: 0.9592, prior_entropy: 1.4802, relative_absolute_error: 0.0947, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.3156, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9547, kappa: 0.9264, kb_relative_information_score: 0.9111, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9545, number_of_instances: 3190, precision: 0.955, predictive_accuracy: 0.9545, prior_entropy: 1.4802, relative_absolute_error: 0.1092, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1479, root_relative_squared_error: 0.3266, unweighted_recall: 0.9524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9606, kappa: 0.936, kb_relative_information_score: 0.9269, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9605, number_of_instances: 3190, precision: 0.9608, predictive_accuracy: 0.9605, prior_entropy: 1.4802, relative_absolute_error: 0.0868, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.144, root_relative_squared_error: 0.3179, unweighted_recall: 0.9586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9631, kappa: 0.9402, kb_relative_information_score: 0.9244, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.4101, weighted_recall: 0.963, number_of_instances: 3190, precision: 0.9635, predictive_accuracy: 0.963, prior_entropy: 1.4802, relative_absolute_error: 0.093, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.3057, unweighted_recall: 0.9632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9547, kappa: 0.9265, kb_relative_information_score: 0.9111, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9545, number_of_instances: 3190, precision: 0.955, predictive_accuracy: 0.9545, prior_entropy: 1.4802, relative_absolute_error: 0.1067, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1549, root_relative_squared_error: 0.342, unweighted_recall: 0.9533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9512, kappa: 0.9208, kb_relative_information_score: 0.8086, mean_absolute_error: 0.1056, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9508, number_of_instances: 3190, precision: 0.9524, predictive_accuracy: 0.9508, prior_entropy: 1.4802, relative_absolute_error: 0.2575, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1776, root_relative_squared_error: 0.3923, unweighted_recall: 0.9523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9584, kappa: 0.9325, kb_relative_information_score: 0.9178, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.9587, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.0993, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1458, root_relative_squared_error: 0.3219, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9613, kappa: 0.9371, kb_relative_information_score: 0.9363, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9617, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.074, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.139, root_relative_squared_error: 0.3071, unweighted_recall: 0.9611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9616, kappa: 0.9375, kb_relative_information_score: 0.9263, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9614, number_of_instances: 3190, precision: 0.9618, predictive_accuracy: 0.9614, prior_entropy: 1.4802, relative_absolute_error: 0.0889, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.14, root_relative_squared_error: 0.3091, unweighted_recall: 0.9599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9619, kappa: 0.9381, kb_relative_information_score: 0.9177, mean_absolute_error: 0.0421, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.9622, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.1027, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1397, root_relative_squared_error: 0.3084, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9594, kappa: 0.9341, kb_relative_information_score: 0.9184, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9592, number_of_instances: 3190, precision: 0.9599, predictive_accuracy: 0.9592, prior_entropy: 1.4802, relative_absolute_error: 0.0992, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.3229, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9585, kappa: 0.9325, kb_relative_information_score: 0.9282, mean_absolute_error: 0.0346, 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: 0.0843, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.3196, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9584, kappa: 0.9325, kb_relative_information_score: 0.9264, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.9587, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.0867, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1486, root_relative_squared_error: 0.3281, unweighted_recall: 0.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9609, kappa: 0.9366, kb_relative_information_score: 0.9187, mean_absolute_error: 0.041, 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: 0.0999, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.141, root_relative_squared_error: 0.3114, unweighted_recall: 0.9599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.889, kappa: 0.8205, kb_relative_information_score: 0.7978, mean_absolute_error: 0.0968, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8881, number_of_instances: 3190, precision: 0.8919, predictive_accuracy: 0.8881, prior_entropy: 1.4802, relative_absolute_error: 0.236, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2398, root_relative_squared_error: 0.5295, unweighted_recall: 0.8855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9391, kappa: 0.9012, kb_relative_information_score: 0.8797, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9389, number_of_instances: 3190, precision: 0.9397, predictive_accuracy: 0.9389, prior_entropy: 1.4802, relative_absolute_error: 0.1432, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.3994, unweighted_recall: 0.936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9274, kappa: 0.8825, kb_relative_information_score: 0.859, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9273, number_of_instances: 3190, precision: 0.9283, predictive_accuracy: 0.9273, prior_entropy: 1.4802, relative_absolute_error: 0.1681, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1968, root_relative_squared_error: 0.4345, unweighted_recall: 0.9239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.92, kappa: 0.8702, kb_relative_information_score: 0.8493, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9194, number_of_instances: 3190, precision: 0.9213, predictive_accuracy: 0.9194, prior_entropy: 1.4802, relative_absolute_error: 0.1775, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.4455, unweighted_recall: 0.9163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.9233, kappa: 0.8756, kb_relative_information_score: 0.8516, mean_absolute_error: 0.073, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9229, number_of_instances: 3190, precision: 0.9243, predictive_accuracy: 0.9229, prior_entropy: 1.4802, relative_absolute_error: 0.1779, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.4457, unweighted_recall: 0.9209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.9325, kappa: 0.8906, kb_relative_information_score: 0.8651, mean_absolute_error: 0.0658, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9323, number_of_instances: 3190, precision: 0.9333, predictive_accuracy: 0.9323, prior_entropy: 1.4802, relative_absolute_error: 0.1603, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1908, root_relative_squared_error: 0.4213, unweighted_recall: 0.929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9396, kappa: 0.902, kb_relative_information_score: 0.8778, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9392, number_of_instances: 3190, precision: 0.9408, predictive_accuracy: 0.9392, prior_entropy: 1.4802, relative_absolute_error: 0.1462, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.4051, unweighted_recall: 0.9381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9575, f_measure: 0.8737, kappa: 0.7951, kb_relative_information_score: 0.7739, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8734, number_of_instances: 3190, precision: 0.8743, predictive_accuracy: 0.8734, prior_entropy: 1.4802, relative_absolute_error: 0.2634, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.5578, unweighted_recall: 0.8634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.931, kappa: 0.8881, kb_relative_information_score: 0.8654, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9307, number_of_instances: 3190, precision: 0.9317, predictive_accuracy: 0.9307, prior_entropy: 1.4802, relative_absolute_error: 0.1624, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1926, root_relative_squared_error: 0.4253, unweighted_recall: 0.9282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9582, f_measure: 0.8864, kappa: 0.8158, kb_relative_information_score: 0.8022, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8859, number_of_instances: 3190, precision: 0.8874, predictive_accuracy: 0.8859, prior_entropy: 1.4802, relative_absolute_error: 0.2295, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.5337, unweighted_recall: 0.8771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9353, kappa: 0.8948, kb_relative_information_score: 0.8819, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9351, number_of_instances: 3190, precision: 0.9355, predictive_accuracy: 0.9351, prior_entropy: 1.4802, relative_absolute_error: 0.1366, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1899, root_relative_squared_error: 0.4194, unweighted_recall: 0.9285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.9235, kappa: 0.8761, kb_relative_information_score: 0.8599, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9232, number_of_instances: 3190, precision: 0.9244, predictive_accuracy: 0.9232, prior_entropy: 1.4802, relative_absolute_error: 0.1655, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.4421, unweighted_recall: 0.9209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.9334, kappa: 0.8917, kb_relative_information_score: 0.8804, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9332, number_of_instances: 3190, precision: 0.9337, predictive_accuracy: 0.9332, prior_entropy: 1.4802, relative_absolute_error: 0.1368, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1908, root_relative_squared_error: 0.4214, unweighted_recall: 0.9259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.9205, kappa: 0.8712, kb_relative_information_score: 0.839, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9201, number_of_instances: 3190, precision: 0.9217, predictive_accuracy: 0.9201, prior_entropy: 1.4802, relative_absolute_error: 0.1929, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.4576, unweighted_recall: 0.9184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.9263, kappa: 0.8804, kb_relative_information_score: 0.8609, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.4101, weighted_recall: 0.926, number_of_instances: 3190, precision: 0.9269, predictive_accuracy: 0.926, prior_entropy: 1.4802, relative_absolute_error: 0.1635, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2006, root_relative_squared_error: 0.4429, unweighted_recall: 0.9215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9338, kappa: 0.8924, kb_relative_information_score: 0.883, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9335, number_of_instances: 3190, precision: 0.9342, predictive_accuracy: 0.9335, prior_entropy: 1.4802, relative_absolute_error: 0.1325, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.4232, unweighted_recall: 0.9284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.9044, kappa: 0.8451, kb_relative_information_score: 0.826, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9038, number_of_instances: 3190, precision: 0.9059, predictive_accuracy: 0.9038, prior_entropy: 1.4802, relative_absolute_error: 0.2055, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.4773, unweighted_recall: 0.9016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9604, f_measure: 0.9073, kappa: 0.8493, kb_relative_information_score: 0.8451, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9072, number_of_instances: 3190, precision: 0.9073, predictive_accuracy: 0.9072, prior_entropy: 1.4802, relative_absolute_error: 0.1733, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.222, root_relative_squared_error: 0.4903, unweighted_recall: 0.8973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9544, f_measure: 0.8892, kappa: 0.8203, kb_relative_information_score: 0.8099, mean_absolute_error: 0.0887, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8887, number_of_instances: 3190, precision: 0.8902, predictive_accuracy: 0.8887, prior_entropy: 1.4802, relative_absolute_error: 0.2162, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2433, root_relative_squared_error: 0.5374, unweighted_recall: 0.8808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.876, kappa: 0.7993, kb_relative_information_score: 0.7886, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8752, number_of_instances: 3190, precision: 0.8777, predictive_accuracy: 0.8752, prior_entropy: 1.4802, relative_absolute_error: 0.2433, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.5601, unweighted_recall: 0.8702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9579, f_measure: 0.9315, kappa: 0.8889, kb_relative_information_score: 0.8953, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9313, number_of_instances: 3190, precision: 0.9319, predictive_accuracy: 0.9313, prior_entropy: 1.4802, relative_absolute_error: 0.113, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2012, root_relative_squared_error: 0.4444, unweighted_recall: 0.9266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.9257, kappa: 0.8792, kb_relative_information_score: 0.8736, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9254, number_of_instances: 3190, precision: 0.9261, predictive_accuracy: 0.9254, prior_entropy: 1.4802, relative_absolute_error: 0.1407, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2041, root_relative_squared_error: 0.4507, unweighted_recall: 0.9199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.9284, kappa: 0.8838, kb_relative_information_score: 0.8708, mean_absolute_error: 0.0613, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9282, number_of_instances: 3190, precision: 0.9288, predictive_accuracy: 0.9282, prior_entropy: 1.4802, relative_absolute_error: 0.1494, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2021, root_relative_squared_error: 0.4463, unweighted_recall: 0.9229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.9235, kappa: 0.8757, kb_relative_information_score: 0.8675, mean_absolute_error: 0.0615, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9232, number_of_instances: 3190, precision: 0.924, predictive_accuracy: 0.9232, prior_entropy: 1.4802, relative_absolute_error: 0.15, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.4556, unweighted_recall: 0.9167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.8623, kappa: 0.777, kb_relative_information_score: 0.746, mean_absolute_error: 0.1219, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8618, number_of_instances: 3190, precision: 0.8635, predictive_accuracy: 0.8618, prior_entropy: 1.4802, relative_absolute_error: 0.2973, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.26, root_relative_squared_error: 0.5741, unweighted_recall: 0.8539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9278, kappa: 0.8828, kb_relative_information_score: 0.8666, mean_absolute_error: 0.065, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9273, number_of_instances: 3190, precision: 0.929, predictive_accuracy: 0.9273, prior_entropy: 1.4802, relative_absolute_error: 0.1584, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.19, root_relative_squared_error: 0.4196, unweighted_recall: 0.9249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, f_measure: 0.9371, kappa: 0.8978, kb_relative_information_score: 0.8907, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.4101, weighted_recall: 0.937, number_of_instances: 3190, precision: 0.9372, predictive_accuracy: 0.937, prior_entropy: 1.4802, relative_absolute_error: 0.1222, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1888, root_relative_squared_error: 0.4169, unweighted_recall: 0.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.9353, kappa: 0.895, kb_relative_information_score: 0.8985, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9351, number_of_instances: 3190, precision: 0.9357, predictive_accuracy: 0.9351, prior_entropy: 1.4802, relative_absolute_error: 0.1111, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1945, root_relative_squared_error: 0.4295, unweighted_recall: 0.9308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.9109, kappa: 0.8553, kb_relative_information_score: 0.8387, mean_absolute_error: 0.0779, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9107, number_of_instances: 3190, precision: 0.9112, predictive_accuracy: 0.9107, prior_entropy: 1.4802, relative_absolute_error: 0.1901, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.463, unweighted_recall: 0.9023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9359, kappa: 0.896, kb_relative_information_score: 0.8761, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9357, number_of_instances: 3190, precision: 0.9364, predictive_accuracy: 0.9357, prior_entropy: 1.4802, relative_absolute_error: 0.1472, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1848, root_relative_squared_error: 0.4081, unweighted_recall: 0.9317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.922, kappa: 0.8734, kb_relative_information_score: 0.8536, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9216, number_of_instances: 3190, precision: 0.9226, predictive_accuracy: 0.9216, prior_entropy: 1.4802, relative_absolute_error: 0.1728, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.4414, unweighted_recall: 0.9173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9464, f_measure: 0.851, kappa: 0.759, kb_relative_information_score: 0.7177, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8502, number_of_instances: 3190, precision: 0.8528, predictive_accuracy: 0.8502, prior_entropy: 1.4802, relative_absolute_error: 0.3281, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2728, root_relative_squared_error: 0.6024, unweighted_recall: 0.8443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9296, kappa: 0.8855, kb_relative_information_score: 0.8783, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9295, number_of_instances: 3190, precision: 0.9298, predictive_accuracy: 0.9295, prior_entropy: 1.4802, relative_absolute_error: 0.1407, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.19, root_relative_squared_error: 0.4196, unweighted_recall: 0.9214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, f_measure: 0.9216, kappa: 0.8729, kb_relative_information_score: 0.8461, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.4101, weighted_recall: 0.921, number_of_instances: 3190, precision: 0.9232, predictive_accuracy: 0.921, prior_entropy: 1.4802, relative_absolute_error: 0.1855, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2039, root_relative_squared_error: 0.4503, unweighted_recall: 0.9201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.9017, kappa: 0.841, kb_relative_information_score: 0.8176, mean_absolute_error: 0.0883, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9013, number_of_instances: 3190, precision: 0.9031, predictive_accuracy: 0.9013, prior_entropy: 1.4802, relative_absolute_error: 0.2153, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2294, root_relative_squared_error: 0.5066, unweighted_recall: 0.8995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.9185, kappa: 0.8679, kb_relative_information_score: 0.8458, mean_absolute_error: 0.0744, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9182, number_of_instances: 3190, precision: 0.9194, predictive_accuracy: 0.9182, prior_entropy: 1.4802, relative_absolute_error: 0.1815, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2054, root_relative_squared_error: 0.4536, unweighted_recall: 0.9139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.9225, kappa: 0.8741, kb_relative_information_score: 0.8787, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9226, number_of_instances: 3190, precision: 0.9224, predictive_accuracy: 0.9226, prior_entropy: 1.4802, relative_absolute_error: 0.1303, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.4842, unweighted_recall: 0.9142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.9378, kappa: 0.8992, kb_relative_information_score: 0.8763, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9376, number_of_instances: 3190, precision: 0.9384, predictive_accuracy: 0.9376, prior_entropy: 1.4802, relative_absolute_error: 0.1474, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1844, root_relative_squared_error: 0.4072, unweighted_recall: 0.9357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9735, f_measure: 0.9364, kappa: 0.8967, kb_relative_information_score: 0.8854, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9364, number_of_instances: 3190, precision: 0.9365, predictive_accuracy: 0.9364, prior_entropy: 1.4802, relative_absolute_error: 0.1293, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1912, root_relative_squared_error: 0.4223, unweighted_recall: 0.9288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.9245, kappa: 0.8779, kb_relative_information_score: 0.8479, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9241, number_of_instances: 3190, precision: 0.9259, predictive_accuracy: 0.9241, prior_entropy: 1.4802, relative_absolute_error: 0.1822, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2029, root_relative_squared_error: 0.4481, unweighted_recall: 0.924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.8978, kappa: 0.8342, kb_relative_information_score: 0.822, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8975, number_of_instances: 3190, precision: 0.8984, predictive_accuracy: 0.8975, prior_entropy: 1.4802, relative_absolute_error: 0.2078, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2244, root_relative_squared_error: 0.4955, unweighted_recall: 0.8883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.9315, kappa: 0.8887, kb_relative_information_score: 0.8849, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9313, number_of_instances: 3190, precision: 0.9317, predictive_accuracy: 0.9313, prior_entropy: 1.4802, relative_absolute_error: 0.1308, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1935, root_relative_squared_error: 0.4274, unweighted_recall: 0.9249,

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

OpenML APIs