OpenML
Supervised Classification on vowel

Supervised Classification on vowel

Task 3022 Supervised Classification vowel 18971 runs submitted
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  • OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_50 study_7 study_98 study_99 under100k under1m
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18971 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9766, kappa: 0.9744, kb_relative_information_score: 0.9436, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9768, number_of_instances: 990, precision: 0.9767, predictive_accuracy: 0.9768, prior_entropy: 3.4594, relative_absolute_error: 0.1188, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0647, root_relative_squared_error: 0.2249, unweighted_recall: 0.9768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6855, f_measure: 0.2244, kappa: 0.1744, kb_relative_information_score: 0.0751, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.1653, weighted_recall: 0.2495, number_of_instances: 990, precision: 0.266, predictive_accuracy: 0.2495, prior_entropy: 3.4594, relative_absolute_error: 0.9818, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2834, root_relative_squared_error: 0.9857, unweighted_recall: 0.2495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9425, kappa: 0.9367, kb_relative_information_score: 0.895, mean_absolute_error: 0.033, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9424, number_of_instances: 990, precision: 0.9431, predictive_accuracy: 0.9424, prior_entropy: 3.4594, relative_absolute_error: 0.1997, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.099, root_relative_squared_error: 0.3443, unweighted_recall: 0.9424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9387, kappa: 0.9322, kb_relative_information_score: 0.9134, mean_absolute_error: 0.0272, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9384, number_of_instances: 990, precision: 0.94, predictive_accuracy: 0.9384, prior_entropy: 3.4594, relative_absolute_error: 0.1647, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0926, root_relative_squared_error: 0.322, unweighted_recall: 0.9384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.8987, kappa: 0.8889, kb_relative_information_score: 0.8456, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.1653, weighted_recall: 0.899, number_of_instances: 990, precision: 0.899, predictive_accuracy: 0.899, prior_entropy: 3.4594, relative_absolute_error: 0.2709, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1254, root_relative_squared_error: 0.4362, unweighted_recall: 0.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9878, kappa: 0.9867, kb_relative_information_score: 0.9572, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9879, number_of_instances: 990, precision: 0.9878, predictive_accuracy: 0.9879, prior_entropy: 3.4594, relative_absolute_error: 0.0957, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0514, root_relative_squared_error: 0.1786, unweighted_recall: 0.9879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9635, kappa: 0.96, kb_relative_information_score: 0.9311, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9636, number_of_instances: 990, precision: 0.9636, predictive_accuracy: 0.9636, prior_entropy: 3.4594, relative_absolute_error: 0.1398, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0764, root_relative_squared_error: 0.2659, unweighted_recall: 0.9636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7888, kappa: 0.1789, kb_relative_information_score: 0.0315, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.1653, weighted_recall: 0.2535, number_of_instances: 990, predictive_accuracy: 0.2535, prior_entropy: 3.4594, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2853, root_relative_squared_error: 0.9925, unweighted_recall: 0.2535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9165, f_measure: 0.4407, kappa: 0.4467, kb_relative_information_score: 0.3627, mean_absolute_error: 0.1392, mean_prior_absolute_error: 0.1653, weighted_recall: 0.497, number_of_instances: 990, precision: 0.4526, predictive_accuracy: 0.497, prior_entropy: 3.4594, relative_absolute_error: 0.842, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2541, root_relative_squared_error: 0.8841, unweighted_recall: 0.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9919, kappa: 0.9911, kb_relative_information_score: 0.9649, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9919, number_of_instances: 990, precision: 0.9919, predictive_accuracy: 0.9919, prior_entropy: 3.4594, relative_absolute_error: 0.0807, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.042, root_relative_squared_error: 0.146, unweighted_recall: 0.9919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9746, kappa: 0.9711, kb_relative_information_score: 0.9158, mean_absolute_error: 0.0235, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9737, number_of_instances: 990, precision: 0.9774, predictive_accuracy: 0.9737, prior_entropy: 3.4594, relative_absolute_error: 0.1422, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0828, root_relative_squared_error: 0.2882, unweighted_recall: 0.9737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9919, kappa: 0.9911, kb_relative_information_score: 0.9649, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9919, number_of_instances: 990, precision: 0.9919, predictive_accuracy: 0.9919, prior_entropy: 3.4594, relative_absolute_error: 0.0819, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0418, root_relative_squared_error: 0.1455, unweighted_recall: 0.9919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9144, kappa: 0.9056, kb_relative_information_score: 0.8569, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9141, number_of_instances: 990, precision: 0.9153, predictive_accuracy: 0.9141, prior_entropy: 3.4594, relative_absolute_error: 0.261, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1197, root_relative_squared_error: 0.4164, unweighted_recall: 0.9141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.1641, kb_relative_information_score: 0.0031, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0909, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2875, root_relative_squared_error: 1, unweighted_recall: 0.0909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.996, kappa: 0.9956, kb_relative_information_score: 0.9622, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.1653, weighted_recall: 0.996, number_of_instances: 990, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 3.4594, relative_absolute_error: 0.0878, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0408, root_relative_squared_error: 0.1418, unweighted_recall: 0.996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9949, kappa: 0.9944, kb_relative_information_score: 0.969, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9949, number_of_instances: 990, precision: 0.995, predictive_accuracy: 0.9949, prior_entropy: 3.4594, relative_absolute_error: 0.0737, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0358, root_relative_squared_error: 0.1245, unweighted_recall: 0.9949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9889, kappa: 0.9878, kb_relative_information_score: 0.9492, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9889, number_of_instances: 990, precision: 0.989, predictive_accuracy: 0.9889, prior_entropy: 3.4594, relative_absolute_error: 0.1038, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0572, root_relative_squared_error: 0.1989, unweighted_recall: 0.9889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9899, kappa: 0.9889, kb_relative_information_score: 0.9591, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9899, number_of_instances: 990, precision: 0.99, predictive_accuracy: 0.9899, prior_entropy: 3.4594, relative_absolute_error: 0.0892, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0501, root_relative_squared_error: 0.1742, unweighted_recall: 0.9899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9888, kappa: 0.9878, kb_relative_information_score: 0.9526, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9889, number_of_instances: 990, precision: 0.9888, predictive_accuracy: 0.9889, prior_entropy: 3.4594, relative_absolute_error: 0.1051, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0545, root_relative_squared_error: 0.1897, unweighted_recall: 0.9889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.8436, kappa: 0.8278, kb_relative_information_score: 0.8016, mean_absolute_error: 0.0554, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8434, number_of_instances: 990, precision: 0.8465, predictive_accuracy: 0.8434, prior_entropy: 3.4594, relative_absolute_error: 0.3354, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1494, root_relative_squared_error: 0.5196, unweighted_recall: 0.8434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9343, kappa: 0.9278, kb_relative_information_score: 0.8929, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9343, number_of_instances: 990, precision: 0.9348, predictive_accuracy: 0.9343, prior_entropy: 3.4594, relative_absolute_error: 0.2025, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1009, root_relative_squared_error: 0.351, unweighted_recall: 0.9343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9352, kappa: 0.9289, kb_relative_information_score: 0.874, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9354, number_of_instances: 990, precision: 0.9354, predictive_accuracy: 0.9354, prior_entropy: 3.4594, relative_absolute_error: 0.2341, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.3811, unweighted_recall: 0.9354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9566, kappa: 0.9489, kb_relative_information_score: 0.8956, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9535, number_of_instances: 990, precision: 0.9658, predictive_accuracy: 0.9535, prior_entropy: 3.4594, relative_absolute_error: 0.1672, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0945, root_relative_squared_error: 0.3288, unweighted_recall: 0.9535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9817, kappa: 0.98, kb_relative_information_score: 0.9363, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9818, number_of_instances: 990, precision: 0.9818, predictive_accuracy: 0.9818, prior_entropy: 3.4594, relative_absolute_error: 0.1368, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.068, root_relative_squared_error: 0.2365, unweighted_recall: 0.9818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.8431, kappa: 0.8278, kb_relative_information_score: 0.8026, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8434, number_of_instances: 990, precision: 0.8453, predictive_accuracy: 0.8434, prior_entropy: 3.4594, relative_absolute_error: 0.3343, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1484, root_relative_squared_error: 0.5164, unweighted_recall: 0.8434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9919, kappa: 0.9911, kb_relative_information_score: 0.9596, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9919, number_of_instances: 990, precision: 0.9919, predictive_accuracy: 0.9919, prior_entropy: 3.4594, relative_absolute_error: 0.091, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0479, root_relative_squared_error: 0.1667, unweighted_recall: 0.9919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9949, kappa: 0.9944, kb_relative_information_score: 0.9686, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9949, number_of_instances: 990, precision: 0.995, predictive_accuracy: 0.9949, prior_entropy: 3.4594, relative_absolute_error: 0.0743, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0367, root_relative_squared_error: 0.1277, unweighted_recall: 0.9949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9393, f_measure: 0.5843, kappa: 0.5467, kb_relative_information_score: 0.5507, mean_absolute_error: 0.1097, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5879, number_of_instances: 990, precision: 0.5861, predictive_accuracy: 0.5879, prior_entropy: 3.4594, relative_absolute_error: 0.6637, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.781, unweighted_recall: 0.5879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.996, kappa: 0.9956, kb_relative_information_score: 0.9646, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.1653, weighted_recall: 0.996, number_of_instances: 990, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 3.4594, relative_absolute_error: 0.0835, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0381, root_relative_squared_error: 0.1324, unweighted_recall: 0.996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9315, kappa: 0.9244, kb_relative_information_score: 0.8752, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9313, number_of_instances: 990, precision: 0.932, predictive_accuracy: 0.9313, prior_entropy: 3.4594, relative_absolute_error: 0.2321, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.109, root_relative_squared_error: 0.379, unweighted_recall: 0.9313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9889, kappa: 0.9878, kb_relative_information_score: 0.9506, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9889, number_of_instances: 990, precision: 0.989, predictive_accuracy: 0.9889, prior_entropy: 3.4594, relative_absolute_error: 0.1024, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0557, root_relative_squared_error: 0.1937, unweighted_recall: 0.9889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9848, kappa: 0.9833, kb_relative_information_score: 0.9533, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9848, number_of_instances: 990, precision: 0.9848, predictive_accuracy: 0.9848, prior_entropy: 3.4594, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0565, root_relative_squared_error: 0.1965, unweighted_recall: 0.9848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9848, kappa: 0.9833, kb_relative_information_score: 0.9554, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9848, number_of_instances: 990, precision: 0.9849, predictive_accuracy: 0.9848, prior_entropy: 3.4594, relative_absolute_error: 0.0982, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0541, root_relative_squared_error: 0.1882, unweighted_recall: 0.9848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.69, kappa: 0.6889, kb_relative_information_score: 0.2377, mean_absolute_error: 0.1522, mean_prior_absolute_error: 0.1653, weighted_recall: 0.7172, number_of_instances: 990, precision: 0.7578, predictive_accuracy: 0.7172, prior_entropy: 3.4594, relative_absolute_error: 0.9208, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2675, root_relative_squared_error: 0.9304, unweighted_recall: 0.7172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.8716, kappa: 0.86, kb_relative_information_score: 0.8178, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.1653, weighted_recall: 0.8727, number_of_instances: 990, precision: 0.8718, predictive_accuracy: 0.8727, prior_entropy: 3.4594, relative_absolute_error: 0.3092, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.4815, unweighted_recall: 0.8727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9625, kappa: 0.9589, kb_relative_information_score: 0.9302, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9626, number_of_instances: 990, precision: 0.9629, predictive_accuracy: 0.9626, prior_entropy: 3.4594, relative_absolute_error: 0.1405, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0774, root_relative_squared_error: 0.2691, unweighted_recall: 0.9626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9219, kappa: 0.9144, kb_relative_information_score: 0.8618, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9222, number_of_instances: 990, precision: 0.9224, predictive_accuracy: 0.9222, prior_entropy: 3.4594, relative_absolute_error: 0.2526, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1164, root_relative_squared_error: 0.4048, unweighted_recall: 0.9222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9909, kappa: 0.99, kb_relative_information_score: 0.9668, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9909, number_of_instances: 990, precision: 0.9909, predictive_accuracy: 0.9909, prior_entropy: 3.4594, relative_absolute_error: 0.0763, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0409, root_relative_squared_error: 0.1422, unweighted_recall: 0.9909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.5952, kappa: 0.5567, kb_relative_information_score: 0.5557, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.1653, weighted_recall: 0.597, number_of_instances: 990, precision: 0.5972, predictive_accuracy: 0.597, prior_entropy: 3.4594, relative_absolute_error: 0.6577, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2235, root_relative_squared_error: 0.7775, unweighted_recall: 0.597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9231, kappa: 0.9156, kb_relative_information_score: 0.8637, mean_absolute_error: 0.0412, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9232, number_of_instances: 990, precision: 0.9232, predictive_accuracy: 0.9232, prior_entropy: 3.4594, relative_absolute_error: 0.2492, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1153, root_relative_squared_error: 0.4011, unweighted_recall: 0.9232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, kappa: 0.3089, kb_relative_information_score: 0.1173, mean_absolute_error: 0.1596, mean_prior_absolute_error: 0.1653, weighted_recall: 0.3717, number_of_instances: 990, predictive_accuracy: 0.3717, prior_entropy: 3.4594, relative_absolute_error: 0.9656, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2791, root_relative_squared_error: 0.9707, unweighted_recall: 0.3717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9566, kappa: 0.9489, kb_relative_information_score: 0.8976, mean_absolute_error: 0.0272, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9535, number_of_instances: 990, precision: 0.9658, predictive_accuracy: 0.9535, prior_entropy: 3.4594, relative_absolute_error: 0.1648, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0935, root_relative_squared_error: 0.3251, unweighted_recall: 0.9535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9837, kappa: 0.9822, kb_relative_information_score: 0.9485, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9838, number_of_instances: 990, precision: 0.9838, predictive_accuracy: 0.9838, prior_entropy: 3.4594, relative_absolute_error: 0.1121, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0595, root_relative_squared_error: 0.207, unweighted_recall: 0.9838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9219, kappa: 0.9144, kb_relative_information_score: 0.8616, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9222, number_of_instances: 990, precision: 0.9224, predictive_accuracy: 0.9222, prior_entropy: 3.4594, relative_absolute_error: 0.2529, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1164, root_relative_squared_error: 0.405, unweighted_recall: 0.9222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8035, kappa: 0.3244, kb_relative_information_score: 0.1499, mean_absolute_error: 0.1576, mean_prior_absolute_error: 0.1653, weighted_recall: 0.3859, number_of_instances: 990, predictive_accuracy: 0.3859, prior_entropy: 3.4594, relative_absolute_error: 0.9537, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2766, root_relative_squared_error: 0.962, unweighted_recall: 0.3859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9939, kappa: 0.9933, kb_relative_information_score: 0.9588, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9939, number_of_instances: 990, precision: 0.9939, predictive_accuracy: 0.9939, prior_entropy: 3.4594, relative_absolute_error: 0.093, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0452, root_relative_squared_error: 0.1571, unweighted_recall: 0.9939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9919, kappa: 0.9911, kb_relative_information_score: 0.9647, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9919, number_of_instances: 990, precision: 0.9919, predictive_accuracy: 0.9919, prior_entropy: 3.4594, relative_absolute_error: 0.081, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.043, root_relative_squared_error: 0.1496, unweighted_recall: 0.9919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9205, kappa: 0.9122, kb_relative_information_score: 0.8672, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.1653, weighted_recall: 0.9202, number_of_instances: 990, precision: 0.921, predictive_accuracy: 0.9202, prior_entropy: 3.4594, relative_absolute_error: 0.2425, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.114, root_relative_squared_error: 0.3965, unweighted_recall: 0.9202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.996, kappa: 0.9956, kb_relative_information_score: 0.9655, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.1653, weighted_recall: 0.996, number_of_instances: 990, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 3.4594, relative_absolute_error: 0.0817, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0371, root_relative_squared_error: 0.1292, unweighted_recall: 0.996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9423, kappa: 0.9367, kb_relative_information_score: 0.9376, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.943, predictive_accuracy: 0.9424, prior_entropy: 3.4594, recall: 0.9424, relative_absolute_error: 0.0922, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0931, root_relative_squared_error: 0.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.9158, kappa: 0.9078, kb_relative_information_score: 0.9128, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9188, predictive_accuracy: 0.9162, prior_entropy: 3.4594, recall: 0.9162, relative_absolute_error: 0.0922, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1235, root_relative_squared_error: 0.4295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9505, kappa: 0.9456, kb_relative_information_score: 0.9446, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9509, predictive_accuracy: 0.9505, prior_entropy: 3.4594, recall: 0.9505, relative_absolute_error: 0.0814, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.2969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9526, kappa: 0.9478, kb_relative_information_score: 0.9463, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.953, predictive_accuracy: 0.9525, prior_entropy: 3.4594, recall: 0.9525, relative_absolute_error: 0.0789, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0842, root_relative_squared_error: 0.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9747, kappa: 0.9722, kb_relative_information_score: 0.9355, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9751, predictive_accuracy: 0.9747, prior_entropy: 3.4594, recall: 0.9747, relative_absolute_error: 0.1352, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0756, root_relative_squared_error: 0.2628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7528, f_measure: 0.5552, kappa: 0.5056, kb_relative_information_score: 0.5326, mean_absolute_error: 0.0817, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.5794, predictive_accuracy: 0.5505, prior_entropy: 3.4594, recall: 0.5505, relative_absolute_error: 0.4944, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2859, root_relative_squared_error: 0.9944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9141, kappa: 0.9056, kb_relative_information_score: 0.8227, mean_absolute_error: 0.0554, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9146, predictive_accuracy: 0.9141, prior_entropy: 3.4594, recall: 0.9141, relative_absolute_error: 0.3353, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1357, root_relative_squared_error: 0.4721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.8379, kappa: 0.8222, kb_relative_information_score: 0.832, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.839, predictive_accuracy: 0.8384, prior_entropy: 3.4594, recall: 0.8384, relative_absolute_error: 0.1778, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.5963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.8379, kappa: 0.8222, kb_relative_information_score: 0.832, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.839, predictive_accuracy: 0.8384, prior_entropy: 3.4594, recall: 0.8384, relative_absolute_error: 0.1778, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.5963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9103, kappa: 0.9011, kb_relative_information_score: 0.8963, mean_absolute_error: 0.027, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.912, predictive_accuracy: 0.9101, prior_entropy: 3.4594, recall: 0.9101, relative_absolute_error: 0.1633, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1115, root_relative_squared_error: 0.3878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.8379, kappa: 0.8222, kb_relative_information_score: 0.832, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.839, predictive_accuracy: 0.8384, prior_entropy: 3.4594, recall: 0.8384, relative_absolute_error: 0.1778, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.5963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.8379, kappa: 0.8222, kb_relative_information_score: 0.832, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.839, predictive_accuracy: 0.8384, prior_entropy: 3.4594, recall: 0.8384, relative_absolute_error: 0.1778, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.5963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9122, f_measure: 0.8405, kappa: 0.8244, kb_relative_information_score: 0.8341, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8419, predictive_accuracy: 0.8404, prior_entropy: 3.4594, recall: 0.8404, relative_absolute_error: 0.1756, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1703, root_relative_squared_error: 0.5925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8236, f_measure: 0.2937, kappa: 0.2489, kb_relative_information_score: 0.3466, mean_absolute_error: 0.1361, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.2858, predictive_accuracy: 0.3172, prior_entropy: 3.4594, recall: 0.3172, relative_absolute_error: 0.8234, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2675, root_relative_squared_error: 0.9304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9194, kappa: 0.9111, kb_relative_information_score: 0.9028, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9222, predictive_accuracy: 0.9192, prior_entropy: 3.4594, recall: 0.9192, relative_absolute_error: 0.1909, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1115, root_relative_squared_error: 0.3877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9483, kappa: 0.9433, kb_relative_information_score: 0.863, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9495, predictive_accuracy: 0.9485, prior_entropy: 3.4594, recall: 0.9485, relative_absolute_error: 0.2661, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.4032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.8379, kappa: 0.8222, kb_relative_information_score: 0.832, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.839, predictive_accuracy: 0.8384, prior_entropy: 3.4594, recall: 0.8384, relative_absolute_error: 0.1778, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.5963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9122, f_measure: 0.8405, kappa: 0.8244, kb_relative_information_score: 0.8341, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8419, predictive_accuracy: 0.8404, prior_entropy: 3.4594, recall: 0.8404, relative_absolute_error: 0.1756, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1703, root_relative_squared_error: 0.5925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.8379, kappa: 0.8222, kb_relative_information_score: 0.832, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.839, predictive_accuracy: 0.8384, prior_entropy: 3.4594, recall: 0.8384, relative_absolute_error: 0.1778, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.5963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9483, kappa: 0.9433, kb_relative_information_score: 0.863, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9495, predictive_accuracy: 0.9485, prior_entropy: 3.4594, recall: 0.9485, relative_absolute_error: 0.2661, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.4032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8236, f_measure: 0.2937, kappa: 0.2489, kb_relative_information_score: 0.3466, mean_absolute_error: 0.1361, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.2858, predictive_accuracy: 0.3172, prior_entropy: 3.4594, recall: 0.3172, relative_absolute_error: 0.8234, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2675, root_relative_squared_error: 0.9304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9194, kappa: 0.9111, kb_relative_information_score: 0.9028, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9222, predictive_accuracy: 0.9192, prior_entropy: 3.4594, recall: 0.9192, relative_absolute_error: 0.1909, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1115, root_relative_squared_error: 0.3877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9516, kappa: 0.9467, kb_relative_information_score: 0.9462, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9521, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0789, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.2933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9423, kappa: 0.9367, kb_relative_information_score: 0.9376, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.943, predictive_accuracy: 0.9424, prior_entropy: 3.4594, recall: 0.9424, relative_absolute_error: 0.0922, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0931, root_relative_squared_error: 0.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9516, kappa: 0.9467, kb_relative_information_score: 0.9462, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9521, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0789, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.2933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9505, kappa: 0.9456, kb_relative_information_score: 0.9505, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9508, predictive_accuracy: 0.9505, prior_entropy: 3.4594, recall: 0.9505, relative_absolute_error: 0.0698, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0835, root_relative_squared_error: 0.2904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5924, kappa: 0.0844, kb_relative_information_score: 0.1199, mean_absolute_error: 0.1549, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.1677, prior_entropy: 3.4594, recall: 0.1677, relative_absolute_error: 0.937, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2785, root_relative_squared_error: 0.9688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5924, kappa: 0.0844, kb_relative_information_score: 0.1199, mean_absolute_error: 0.1549, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.1677, prior_entropy: 3.4594, recall: 0.1677, relative_absolute_error: 0.937, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2785, root_relative_squared_error: 0.9688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9828, kappa: 0.9811, kb_relative_information_score: 0.8667, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.983, predictive_accuracy: 0.9828, prior_entropy: 3.4594, recall: 0.9828, relative_absolute_error: 0.2782, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1048, root_relative_squared_error: 0.3646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9797, kappa: 0.9778, kb_relative_information_score: 0.8653, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9798, predictive_accuracy: 0.9798, prior_entropy: 3.4594, recall: 0.9798, relative_absolute_error: 0.2801, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1054, root_relative_squared_error: 0.3668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.7924, kappa: 0.7722, kb_relative_information_score: 0.7942, mean_absolute_error: 0.0412, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7941, predictive_accuracy: 0.7929, prior_entropy: 3.4594, recall: 0.7929, relative_absolute_error: 0.2495, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1787, root_relative_squared_error: 0.6215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9372, f_measure: 0.807, kappa: 0.7878, kb_relative_information_score: 0.8059, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8081, predictive_accuracy: 0.8071, prior_entropy: 3.4594, recall: 0.8071, relative_absolute_error: 0.2303, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1749, root_relative_squared_error: 0.6084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.8954, kappa: 0.8856, kb_relative_information_score: 0.888, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8965, predictive_accuracy: 0.896, prior_entropy: 3.4594, recall: 0.896, relative_absolute_error: 0.1639, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1172, root_relative_squared_error: 0.4077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9949, kappa: 0.9944, kb_relative_information_score: 0.2888, mean_absolute_error: 0.1488, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.995, predictive_accuracy: 0.9949, prior_entropy: 3.4594, recall: 0.9949, relative_absolute_error: 0.9001, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2634, root_relative_squared_error: 0.9162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7936, f_measure: 0.2801, kappa: 0.2189, kb_relative_information_score: 0.1632, mean_absolute_error: 0.1572, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.2892, predictive_accuracy: 0.2899, prior_entropy: 3.4594, recall: 0.2899, relative_absolute_error: 0.9509, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2772, root_relative_squared_error: 0.9644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.6583, kappa: 0.6244, kb_relative_information_score: 0.67, mean_absolute_error: 0.082, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.6627, predictive_accuracy: 0.6586, prior_entropy: 3.4594, recall: 0.6586, relative_absolute_error: 0.4962, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2035, root_relative_squared_error: 0.7079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7867, f_measure: 0.611, kappa: 0.5733, kb_relative_information_score: 0.5967, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.6171, predictive_accuracy: 0.6121, prior_entropy: 3.4594, recall: 0.6121, relative_absolute_error: 0.4267, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2656, root_relative_squared_error: 0.9238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7867, f_measure: 0.611, kappa: 0.5733, kb_relative_information_score: 0.5967, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.6171, predictive_accuracy: 0.6121, prior_entropy: 3.4594, recall: 0.6121, relative_absolute_error: 0.4267, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2656, root_relative_squared_error: 0.9238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7867, f_measure: 0.611, kappa: 0.5733, kb_relative_information_score: 0.5967, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.6171, predictive_accuracy: 0.6121, prior_entropy: 3.4594, recall: 0.6121, relative_absolute_error: 0.4267, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2656, root_relative_squared_error: 0.9238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4511, f_measure: 0.0018, kappa: -0.0978, kb_relative_information_score: -0.0376, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.0017, predictive_accuracy: 0.002, prior_entropy: 3.4594, recall: 0.002, relative_absolute_error: 1.0978, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.426, root_relative_squared_error: 1.4817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4511, f_measure: 0.0018, kappa: -0.0978, kb_relative_information_score: -0.0376, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.0017, predictive_accuracy: 0.002, prior_entropy: 3.4594, recall: 0.002, relative_absolute_error: 1.0978, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.426, root_relative_squared_error: 1.4817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4511, f_measure: 0.0018, kappa: -0.0978, kb_relative_information_score: -0.0376, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.0017, predictive_accuracy: 0.002, prior_entropy: 3.4594, recall: 0.002, relative_absolute_error: 1.0978, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.426, root_relative_squared_error: 1.4817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7867, f_measure: 0.611, kappa: 0.5733, kb_relative_information_score: 0.5967, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.6171, predictive_accuracy: 0.6121, prior_entropy: 3.4594, recall: 0.6121, relative_absolute_error: 0.4267, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2656, root_relative_squared_error: 0.9238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9667, kappa: 0.9633, kb_relative_information_score: 0.9653, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9682, predictive_accuracy: 0.9667, prior_entropy: 3.4594, recall: 0.9667, relative_absolute_error: 0.0367, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0778, root_relative_squared_error: 0.2708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9939, kappa: 0.9933, kb_relative_information_score: 0.9937, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.994, predictive_accuracy: 0.9939, prior_entropy: 3.4594, recall: 0.9939, relative_absolute_error: 0.0067, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0332, root_relative_squared_error: 0.1155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6644, f_measure: 0.3835, kappa: 0.3289, kb_relative_information_score: 0.3656, mean_absolute_error: 0.1109, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.3868, predictive_accuracy: 0.3899, prior_entropy: 3.4594, recall: 0.3899, relative_absolute_error: 0.6711, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3331, root_relative_squared_error: 1.1585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, f_measure: 0.8406, kappa: 0.8267, kb_relative_information_score: 0.8362, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8429, predictive_accuracy: 0.8424, prior_entropy: 3.4594, recall: 0.8424, relative_absolute_error: 0.1733, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1693, root_relative_squared_error: 0.5888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6967, f_measure: 0.4197, kappa: 0.3933, kb_relative_information_score: 0.4266, mean_absolute_error: 0.1003, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.4316, predictive_accuracy: 0.4485, prior_entropy: 3.4594, recall: 0.4485, relative_absolute_error: 0.6067, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3167, root_relative_squared_error: 1.1015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6867, f_measure: 0.3969, kappa: 0.3733, kb_relative_information_score: 0.4077, mean_absolute_error: 0.1036, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.4061, predictive_accuracy: 0.4303, prior_entropy: 3.4594, recall: 0.4303, relative_absolute_error: 0.6267, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3218, root_relative_squared_error: 1.1195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.915, f_measure: 0.8437, kappa: 0.83, kb_relative_information_score: 0.8393, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8455, predictive_accuracy: 0.8455, prior_entropy: 3.4594, recall: 0.8455, relative_absolute_error: 0.17, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1676, root_relative_squared_error: 0.5831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9929, kappa: 0.9922, kb_relative_information_score: 0.9926, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.993, predictive_accuracy: 0.9929, prior_entropy: 3.4594, recall: 0.9929, relative_absolute_error: 0.0078, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0359, root_relative_squared_error: 0.1247,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

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

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

OpenML APIs