Task
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: 0.998, f_measure: 0.9475, kappa: 0.9422, kb_relative_information_score: 0.9493, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9477, predictive_accuracy: 0.9475, prior_entropy: 3.4594, recall: 0.9475, relative_absolute_error: 0.0655, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.087, root_relative_squared_error: 0.3028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9475, kappa: 0.9422, kb_relative_information_score: 0.9493, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9477, predictive_accuracy: 0.9475, prior_entropy: 3.4594, recall: 0.9475, relative_absolute_error: 0.0655, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.087, root_relative_squared_error: 0.3028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9474, kappa: 0.9422, kb_relative_information_score: 0.9496, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9477, predictive_accuracy: 0.9475, prior_entropy: 3.4594, recall: 0.9475, relative_absolute_error: 0.067, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0869, root_relative_squared_error: 0.3023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9474, kappa: 0.9422, kb_relative_information_score: 0.9496, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9477, predictive_accuracy: 0.9475, prior_entropy: 3.4594, recall: 0.9475, relative_absolute_error: 0.067, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0869, root_relative_squared_error: 0.3023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.8911, kappa: 0.8811, kb_relative_information_score: 0.7976, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8928, predictive_accuracy: 0.8919, prior_entropy: 3.4594, recall: 0.8919, relative_absolute_error: 0.3612, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1404, root_relative_squared_error: 0.4882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.8911, kappa: 0.8811, kb_relative_information_score: 0.7976, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8928, predictive_accuracy: 0.8919, prior_entropy: 3.4594, recall: 0.8919, relative_absolute_error: 0.3612, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1404, root_relative_squared_error: 0.4882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9474, kappa: 0.9422, kb_relative_information_score: 0.9534, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9478, predictive_accuracy: 0.9475, prior_entropy: 3.4594, recall: 0.9475, relative_absolute_error: 0.0619, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0834, root_relative_squared_error: 0.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9149, kappa: 0.9067, kb_relative_information_score: 0.8729, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9154, predictive_accuracy: 0.9152, prior_entropy: 3.4594, recall: 0.9152, relative_absolute_error: 0.224, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.114, root_relative_squared_error: 0.3964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9149, kappa: 0.9067, kb_relative_information_score: 0.8729, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9154, predictive_accuracy: 0.9152, prior_entropy: 3.4594, recall: 0.9152, relative_absolute_error: 0.224, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.114, root_relative_squared_error: 0.3964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9089, kappa: 0.9, kb_relative_information_score: 0.8591, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9101, predictive_accuracy: 0.9091, prior_entropy: 3.4594, recall: 0.9091, relative_absolute_error: 0.2287, 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: 0.9942, f_measure: 0.9089, kappa: 0.9, kb_relative_information_score: 0.8591, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9101, predictive_accuracy: 0.9091, prior_entropy: 3.4594, recall: 0.9091, relative_absolute_error: 0.2287, 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: 0.9966, f_measure: 0.9281, kappa: 0.9211, kb_relative_information_score: 0.9135, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9286, predictive_accuracy: 0.9283, prior_entropy: 3.4594, recall: 0.9283, relative_absolute_error: 0.1451, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0997, root_relative_squared_error: 0.3469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9281, kappa: 0.9211, kb_relative_information_score: 0.9135, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9286, predictive_accuracy: 0.9283, prior_entropy: 3.4594, recall: 0.9283, relative_absolute_error: 0.1451, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0997, root_relative_squared_error: 0.3469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.8887, kappa: 0.8778, kb_relative_information_score: 0.8089, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8902, predictive_accuracy: 0.8889, prior_entropy: 3.4594, recall: 0.8889, relative_absolute_error: 0.3399, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1393, root_relative_squared_error: 0.4847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.7893, kappa: 0.7689, kb_relative_information_score: 0.6908, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7947, predictive_accuracy: 0.7899, prior_entropy: 3.4594, recall: 0.7899, relative_absolute_error: 0.5128, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1797, root_relative_squared_error: 0.6249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.8887, kappa: 0.8778, kb_relative_information_score: 0.8089, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8902, predictive_accuracy: 0.8889, prior_entropy: 3.4594, recall: 0.8889, relative_absolute_error: 0.3399, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1393, root_relative_squared_error: 0.4847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9465, kappa: 0.9411, kb_relative_information_score: 0.9396, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9468, predictive_accuracy: 0.9465, prior_entropy: 3.4594, recall: 0.9465, relative_absolute_error: 0.0906, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.3091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9465, kappa: 0.9411, kb_relative_information_score: 0.9396, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9468, predictive_accuracy: 0.9465, prior_entropy: 3.4594, recall: 0.9465, relative_absolute_error: 0.0906, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.3091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.936, kappa: 0.93, kb_relative_information_score: 0.9345, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9367, predictive_accuracy: 0.9364, prior_entropy: 3.4594, recall: 0.9364, relative_absolute_error: 0.0899, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.3403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.936, kappa: 0.93, kb_relative_information_score: 0.9345, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9367, predictive_accuracy: 0.9364, prior_entropy: 3.4594, recall: 0.9364, relative_absolute_error: 0.0899, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.3403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9495, kappa: 0.9444, kb_relative_information_score: 0.9461, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9498, predictive_accuracy: 0.9495, prior_entropy: 3.4594, recall: 0.9495, relative_absolute_error: 0.0691, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.3119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9495, kappa: 0.9444, kb_relative_information_score: 0.9461, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9498, predictive_accuracy: 0.9495, prior_entropy: 3.4594, recall: 0.9495, relative_absolute_error: 0.0691, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.3119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9423, kappa: 0.9367, kb_relative_information_score: 0.9454, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9429, predictive_accuracy: 0.9424, prior_entropy: 3.4594, recall: 0.9424, relative_absolute_error: 0.0723, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.09, root_relative_squared_error: 0.3132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9423, kappa: 0.9367, kb_relative_information_score: 0.9454, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9429, predictive_accuracy: 0.9424, prior_entropy: 3.4594, recall: 0.9424, relative_absolute_error: 0.0723, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.09, root_relative_squared_error: 0.3132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9038, kappa: 0.8944, kb_relative_information_score: 0.8382, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9043, predictive_accuracy: 0.904, prior_entropy: 3.4594, recall: 0.904, relative_absolute_error: 0.293, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.127, root_relative_squared_error: 0.4416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9038, kappa: 0.8944, kb_relative_information_score: 0.8382, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9043, predictive_accuracy: 0.904, prior_entropy: 3.4594, recall: 0.904, relative_absolute_error: 0.293, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.127, root_relative_squared_error: 0.4416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9496, kappa: 0.9444, kb_relative_information_score: 0.9477, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9501, predictive_accuracy: 0.9495, prior_entropy: 3.4594, recall: 0.9495, relative_absolute_error: 0.0709, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0862, root_relative_squared_error: 0.2997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.8388, kappa: 0.8233, kb_relative_information_score: 0.7591, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8414, predictive_accuracy: 0.8394, prior_entropy: 3.4594, recall: 0.8394, relative_absolute_error: 0.4156, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.5468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9504, kappa: 0.9456, kb_relative_information_score: 0.9506, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9506, predictive_accuracy: 0.9505, prior_entropy: 3.4594, recall: 0.9505, relative_absolute_error: 0.0609, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0865, root_relative_squared_error: 0.3011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9496, kappa: 0.9444, kb_relative_information_score: 0.9477, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9501, predictive_accuracy: 0.9495, prior_entropy: 3.4594, recall: 0.9495, relative_absolute_error: 0.0709, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0862, root_relative_squared_error: 0.2997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9426, kappa: 0.9367, kb_relative_information_score: 0.9466, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9434, predictive_accuracy: 0.9424, prior_entropy: 3.4594, recall: 0.9424, relative_absolute_error: 0.0729, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0888, root_relative_squared_error: 0.3088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9426, kappa: 0.9367, kb_relative_information_score: 0.9466, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9434, predictive_accuracy: 0.9424, prior_entropy: 3.4594, recall: 0.9424, relative_absolute_error: 0.0729, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0888, root_relative_squared_error: 0.3088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9526, kappa: 0.9478, kb_relative_information_score: 0.9519, mean_absolute_error: 0.0104, 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: 0.0626, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.085, root_relative_squared_error: 0.2957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.8465, kappa: 0.8322, kb_relative_information_score: 0.7521, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8498, predictive_accuracy: 0.8475, prior_entropy: 3.4594, recall: 0.8475, relative_absolute_error: 0.4301, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1617, root_relative_squared_error: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9526, kappa: 0.9478, kb_relative_information_score: 0.9519, mean_absolute_error: 0.0104, 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: 0.0626, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.085, root_relative_squared_error: 0.2957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9168, kappa: 0.9089, kb_relative_information_score: 0.8894, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9173, predictive_accuracy: 0.9172, prior_entropy: 3.4594, recall: 0.9172, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.3812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9168, kappa: 0.9089, kb_relative_information_score: 0.8894, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9173, predictive_accuracy: 0.9172, prior_entropy: 3.4594, recall: 0.9172, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.3812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.918, kappa: 0.91, kb_relative_information_score: 0.8534, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9182, predictive_accuracy: 0.9182, prior_entropy: 3.4594, recall: 0.9182, relative_absolute_error: 0.2608, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1205, root_relative_squared_error: 0.4191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.918, kappa: 0.91, kb_relative_information_score: 0.8534, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9182, predictive_accuracy: 0.9182, prior_entropy: 3.4594, recall: 0.9182, relative_absolute_error: 0.2608, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1205, root_relative_squared_error: 0.4191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9536, kappa: 0.9489, kb_relative_information_score: 0.9574, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9539, predictive_accuracy: 0.9535, prior_entropy: 3.4594, recall: 0.9535, relative_absolute_error: 0.0595, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.08, root_relative_squared_error: 0.2783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9536, kappa: 0.9489, kb_relative_information_score: 0.9574, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9539, predictive_accuracy: 0.9535, prior_entropy: 3.4594, recall: 0.9535, relative_absolute_error: 0.0595, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.08, root_relative_squared_error: 0.2783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9485, kappa: 0.9433, kb_relative_information_score: 0.9504, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.949, predictive_accuracy: 0.9485, prior_entropy: 3.4594, recall: 0.9485, relative_absolute_error: 0.0665, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0859, root_relative_squared_error: 0.2987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9485, kappa: 0.9433, kb_relative_information_score: 0.9504, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.949, predictive_accuracy: 0.9485, prior_entropy: 3.4594, recall: 0.9485, relative_absolute_error: 0.0665, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0859, root_relative_squared_error: 0.2987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9525, kappa: 0.9478, kb_relative_information_score: 0.9524, mean_absolute_error: 0.0105, 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: 0.0637, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0847, root_relative_squared_error: 0.2946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9525, kappa: 0.9478, kb_relative_information_score: 0.9524, mean_absolute_error: 0.0105, 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: 0.0637, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0847, root_relative_squared_error: 0.2946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9232, kappa: 0.9156, kb_relative_information_score: 0.893, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9238, predictive_accuracy: 0.9232, prior_entropy: 3.4594, recall: 0.9232, relative_absolute_error: 0.1912, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.3737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9232, kappa: 0.9156, kb_relative_information_score: 0.893, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9238, predictive_accuracy: 0.9232, prior_entropy: 3.4594, recall: 0.9232, relative_absolute_error: 0.1912, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.3737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9556, kappa: 0.9511, kb_relative_information_score: 0.9484, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.956, predictive_accuracy: 0.9556, prior_entropy: 3.4594, recall: 0.9556, relative_absolute_error: 0.0784, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0821, root_relative_squared_error: 0.2855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.938, kappa: 0.9322, kb_relative_information_score: 0.9382, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9381, predictive_accuracy: 0.9384, prior_entropy: 3.4594, recall: 0.9384, relative_absolute_error: 0.0882, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0945, root_relative_squared_error: 0.3286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9556, kappa: 0.9511, kb_relative_information_score: 0.9484, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.956, predictive_accuracy: 0.9556, prior_entropy: 3.4594, recall: 0.9556, relative_absolute_error: 0.0784, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0821, root_relative_squared_error: 0.2855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9577, kappa: 0.9533, kb_relative_information_score: 0.9584, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9582, predictive_accuracy: 0.9576, prior_entropy: 3.4594, recall: 0.9576, relative_absolute_error: 0.0554, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0791, root_relative_squared_error: 0.2752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9577, kappa: 0.9533, kb_relative_information_score: 0.9584, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9582, predictive_accuracy: 0.9576, prior_entropy: 3.4594, recall: 0.9576, relative_absolute_error: 0.0554, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0791, root_relative_squared_error: 0.2752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.8897, kappa: 0.8789, kb_relative_information_score: 0.8165, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8908, predictive_accuracy: 0.8899, prior_entropy: 3.4594, recall: 0.8899, relative_absolute_error: 0.3249, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.4717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.8897, kappa: 0.8789, kb_relative_information_score: 0.8165, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8908, predictive_accuracy: 0.8899, prior_entropy: 3.4594, recall: 0.8899, relative_absolute_error: 0.3249, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.4717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9008, kappa: 0.8911, kb_relative_information_score: 0.8209, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9019, predictive_accuracy: 0.901, prior_entropy: 3.4594, recall: 0.901, relative_absolute_error: 0.3213, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1311, root_relative_squared_error: 0.4561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9008, kappa: 0.8911, kb_relative_information_score: 0.8209, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9019, predictive_accuracy: 0.901, prior_entropy: 3.4594, recall: 0.901, relative_absolute_error: 0.3213, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1311, root_relative_squared_error: 0.4561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.967, f_measure: 0.7076, kappa: 0.6811, kb_relative_information_score: 0.7324, mean_absolute_error: 0.0649, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7083, predictive_accuracy: 0.7101, prior_entropy: 3.4594, recall: 0.7101, relative_absolute_error: 0.3928, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1883, root_relative_squared_error: 0.6551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9328, f_measure: 0.8351, kappa: 0.8189, kb_relative_information_score: 0.8349, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8368, predictive_accuracy: 0.8354, prior_entropy: 3.4594, recall: 0.8354, relative_absolute_error: 0.1903, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1647, root_relative_squared_error: 0.5729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.967, f_measure: 0.7076, kappa: 0.6811, kb_relative_information_score: 0.7324, mean_absolute_error: 0.0649, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7083, predictive_accuracy: 0.7101, prior_entropy: 3.4594, recall: 0.7101, relative_absolute_error: 0.3928, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1883, root_relative_squared_error: 0.6551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.8724, kappa: 0.86, kb_relative_information_score: 0.7827, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8753, predictive_accuracy: 0.8727, prior_entropy: 3.4594, recall: 0.8727, relative_absolute_error: 0.3848, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1509, root_relative_squared_error: 0.525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.8724, kappa: 0.86, kb_relative_information_score: 0.7827, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8753, predictive_accuracy: 0.8727, prior_entropy: 3.4594, recall: 0.8727, relative_absolute_error: 0.3848, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1509, root_relative_squared_error: 0.525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9576, kappa: 0.9533, kb_relative_information_score: 0.9534, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9577, predictive_accuracy: 0.9576, prior_entropy: 3.4594, recall: 0.9576, relative_absolute_error: 0.063, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.2883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9576, kappa: 0.9533, kb_relative_information_score: 0.9534, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9577, predictive_accuracy: 0.9576, prior_entropy: 3.4594, recall: 0.9576, relative_absolute_error: 0.063, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.2883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9505, kappa: 0.9456, kb_relative_information_score: 0.9496, mean_absolute_error: 0.0116, 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: 0.0701, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0847, root_relative_squared_error: 0.2948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9301, kappa: 0.9233, kb_relative_information_score: 0.8818, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9305, predictive_accuracy: 0.9303, prior_entropy: 3.4594, recall: 0.9303, relative_absolute_error: 0.2145, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.3778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9405, kappa: 0.9344, kb_relative_information_score: 0.9363, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9412, predictive_accuracy: 0.9404, prior_entropy: 3.4594, recall: 0.9404, relative_absolute_error: 0.1038, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.089, root_relative_squared_error: 0.3096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9505, kappa: 0.9456, kb_relative_information_score: 0.9496, mean_absolute_error: 0.0116, 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: 0.0701, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0847, root_relative_squared_error: 0.2948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9018, kappa: 0.8922, kb_relative_information_score: 0.8323, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9025, predictive_accuracy: 0.902, prior_entropy: 3.4594, recall: 0.902, relative_absolute_error: 0.2988, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1291, root_relative_squared_error: 0.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9018, kappa: 0.8922, kb_relative_information_score: 0.8323, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9025, predictive_accuracy: 0.902, prior_entropy: 3.4594, recall: 0.902, relative_absolute_error: 0.2988, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1291, root_relative_squared_error: 0.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9416, kappa: 0.9356, kb_relative_information_score: 0.9404, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9426, predictive_accuracy: 0.9414, prior_entropy: 3.4594, recall: 0.9414, relative_absolute_error: 0.089, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0898, root_relative_squared_error: 0.3124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9416, kappa: 0.9356, kb_relative_information_score: 0.9404, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9426, predictive_accuracy: 0.9414, prior_entropy: 3.4594, recall: 0.9414, relative_absolute_error: 0.089, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0898, root_relative_squared_error: 0.3124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9343, kappa: 0.9278, kb_relative_information_score: 0.9139, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9348, predictive_accuracy: 0.9343, prior_entropy: 3.4594, recall: 0.9343, relative_absolute_error: 0.1439, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0984, root_relative_squared_error: 0.3424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9343, kappa: 0.9278, kb_relative_information_score: 0.9139, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9348, predictive_accuracy: 0.9343, prior_entropy: 3.4594, recall: 0.9343, relative_absolute_error: 0.1439, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0984, root_relative_squared_error: 0.3424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9526, kappa: 0.9478, kb_relative_information_score: 0.9507, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9529, predictive_accuracy: 0.9525, prior_entropy: 3.4594, recall: 0.9525, relative_absolute_error: 0.0642, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0863, root_relative_squared_error: 0.3004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9526, kappa: 0.9478, kb_relative_information_score: 0.9507, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9529, predictive_accuracy: 0.9525, prior_entropy: 3.4594, recall: 0.9525, relative_absolute_error: 0.0642, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0863, root_relative_squared_error: 0.3004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9465, kappa: 0.9411, kb_relative_information_score: 0.9461, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9467, predictive_accuracy: 0.9465, prior_entropy: 3.4594, recall: 0.9465, relative_absolute_error: 0.0697, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0902, root_relative_squared_error: 0.3137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9465, kappa: 0.9411, kb_relative_information_score: 0.9461, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9467, predictive_accuracy: 0.9465, prior_entropy: 3.4594, recall: 0.9465, relative_absolute_error: 0.0697, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0902, root_relative_squared_error: 0.3137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9462, kappa: 0.9411, kb_relative_information_score: 0.9431, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9466, predictive_accuracy: 0.9465, prior_entropy: 3.4594, recall: 0.9465, relative_absolute_error: 0.0718, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0935, root_relative_squared_error: 0.3253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9462, kappa: 0.9411, kb_relative_information_score: 0.9431, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9466, predictive_accuracy: 0.9465, prior_entropy: 3.4594, recall: 0.9465, relative_absolute_error: 0.0718, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0935, root_relative_squared_error: 0.3253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9112, f_measure: 0.4737, kappa: 0.47, kb_relative_information_score: 0.0681, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.5246, predictive_accuracy: 0.5182, prior_entropy: 3.4594, recall: 0.5182, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2825, root_relative_squared_error: 0.9827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9112, f_measure: 0.4737, kappa: 0.47, kb_relative_information_score: 0.0681, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.5246, predictive_accuracy: 0.5182, prior_entropy: 3.4594, recall: 0.5182, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2825, root_relative_squared_error: 0.9827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.8168, kappa: 0.8011, kb_relative_information_score: 0.7124, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8195, predictive_accuracy: 0.8192, prior_entropy: 3.4594, recall: 0.8192, relative_absolute_error: 0.4864, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1724, root_relative_squared_error: 0.5998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.8168, kappa: 0.8011, kb_relative_information_score: 0.7124, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8195, predictive_accuracy: 0.8192, prior_entropy: 3.4594, recall: 0.8192, relative_absolute_error: 0.4864, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1724, root_relative_squared_error: 0.5998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, f_measure: 0.6256, kappa: 0.5978, kb_relative_information_score: 0.5233, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.6327, predictive_accuracy: 0.6343, prior_entropy: 3.4594, recall: 0.6343, relative_absolute_error: 0.7053, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.7809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.8662, kappa: 0.8533, kb_relative_information_score: 0.7903, mean_absolute_error: 0.0613, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8684, predictive_accuracy: 0.8667, prior_entropy: 3.4594, recall: 0.8667, relative_absolute_error: 0.371, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1482, root_relative_squared_error: 0.5155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, f_measure: 0.6256, kappa: 0.5978, kb_relative_information_score: 0.5233, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.6327, predictive_accuracy: 0.6343, prior_entropy: 3.4594, recall: 0.6343, relative_absolute_error: 0.7053, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.7809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9567, kappa: 0.9522, kb_relative_information_score: 0.9558, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.957, predictive_accuracy: 0.9566, prior_entropy: 3.4594, recall: 0.9566, relative_absolute_error: 0.057, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0821, root_relative_squared_error: 0.2856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9567, kappa: 0.9522, kb_relative_information_score: 0.9558, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.957, predictive_accuracy: 0.9566, prior_entropy: 3.4594, recall: 0.9566, relative_absolute_error: 0.057, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0821, root_relative_squared_error: 0.2856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9576, kappa: 0.9533, kb_relative_information_score: 0.9558, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9579, predictive_accuracy: 0.9576, prior_entropy: 3.4594, recall: 0.9576, relative_absolute_error: 0.0582, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0815, root_relative_squared_error: 0.2836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,

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