Task
Supervised Classification on one-hundred-plants-margin

Supervised Classification on one-hundred-plants-margin

Task 9954 Supervised Classification one-hundred-plants-margin 13719 runs submitted
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  • OpenML100 study_107 study_123 study_14 study_50 study_7
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13719 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.826, f_measure: 0.3608, kappa: 0.3674, kb_relative_information_score: 0.5109, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3738, number_of_instances: 1600, precision: 0.366, predictive_accuracy: 0.3738, prior_entropy: 6.6439, relative_absolute_error: 0.7134, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.9193, unweighted_recall: 0.3738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8415, f_measure: 0.2627, kappa: 0.2721, kb_relative_information_score: 0.4646, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2794, number_of_instances: 1600, precision: 0.2646, predictive_accuracy: 0.2794, prior_entropy: 6.6439, relative_absolute_error: 0.8196, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0936, root_relative_squared_error: 0.9411, unweighted_recall: 0.2794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.81, f_measure: 0.4234, kappa: 0.4223, kb_relative_information_score: 0.529, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4281, number_of_instances: 1600, precision: 0.4317, predictive_accuracy: 0.4281, prior_entropy: 6.6439, relative_absolute_error: 0.6352, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.09, root_relative_squared_error: 0.9041, unweighted_recall: 0.4281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8367, f_measure: 0.4358, kappa: 0.4381, kb_relative_information_score: 0.5464, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4438, number_of_instances: 1600, precision: 0.4392, predictive_accuracy: 0.4438, prior_entropy: 6.6439, relative_absolute_error: 0.637, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.901, unweighted_recall: 0.4438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8411, f_measure: 0.3917, kappa: 0.3933, kb_relative_information_score: 0.5346, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3994, number_of_instances: 1600, precision: 0.3964, predictive_accuracy: 0.3994, prior_entropy: 6.6439, relative_absolute_error: 0.6948, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0899, root_relative_squared_error: 0.904, unweighted_recall: 0.3994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8587, kappa: 0.3497, kb_relative_information_score: 0.5205, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3563, number_of_instances: 1600, predictive_accuracy: 0.3563, prior_entropy: 6.6439, relative_absolute_error: 0.7428, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.9172, unweighted_recall: 0.3563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7996, f_measure: 0.4515, kappa: 0.4457, kb_relative_information_score: 0.5301, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4513, number_of_instances: 1600, precision: 0.4645, predictive_accuracy: 0.4513, prior_entropy: 6.6439, relative_absolute_error: 0.6035, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.091, root_relative_squared_error: 0.9147, unweighted_recall: 0.4513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8498, f_measure: 0.262, kappa: 0.2715, kb_relative_information_score: 0.4761, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2788, number_of_instances: 1600, precision: 0.2654, predictive_accuracy: 0.2788, prior_entropy: 6.6439, relative_absolute_error: 0.8112, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0932, root_relative_squared_error: 0.9368, unweighted_recall: 0.2788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8707, f_measure: 0.2987, kappa: 0.3081, kb_relative_information_score: 0.5052, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.0198, weighted_recall: 0.315, number_of_instances: 1600, precision: 0.3058, predictive_accuracy: 0.315, prior_entropy: 6.6439, relative_absolute_error: 0.7971, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.9223, unweighted_recall: 0.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8582, f_measure: 0.365, kappa: 0.3706, kb_relative_information_score: 0.5298, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3769, number_of_instances: 1600, precision: 0.3826, predictive_accuracy: 0.3769, prior_entropy: 6.6439, relative_absolute_error: 0.729, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0903, root_relative_squared_error: 0.9075, unweighted_recall: 0.3769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.836, f_measure: 0.4171, kappa: 0.4135, kb_relative_information_score: 0.5286, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4194, number_of_instances: 1600, precision: 0.4333, predictive_accuracy: 0.4194, prior_entropy: 6.6439, relative_absolute_error: 0.6677, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.9107, unweighted_recall: 0.4194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8482, f_measure: 0.3702, kappa: 0.3807, kb_relative_information_score: 0.5346, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3869, number_of_instances: 1600, precision: 0.3757, predictive_accuracy: 0.3869, prior_entropy: 6.6439, relative_absolute_error: 0.7175, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.09, root_relative_squared_error: 0.9043, unweighted_recall: 0.3869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.3572, kappa: 0.3611, kb_relative_information_score: 0.5045, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3675, number_of_instances: 1600, precision: 0.3639, predictive_accuracy: 0.3675, prior_entropy: 6.6439, relative_absolute_error: 0.7087, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.9231, unweighted_recall: 0.3675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8217, f_measure: 0.4244, kappa: 0.4217, kb_relative_information_score: 0.5329, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4275, number_of_instances: 1600, precision: 0.4325, predictive_accuracy: 0.4275, prior_entropy: 6.6439, relative_absolute_error: 0.6537, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.9107, unweighted_recall: 0.4275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8263, f_measure: 0.3838, kappa: 0.387, kb_relative_information_score: 0.5211, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3931, number_of_instances: 1600, precision: 0.3909, predictive_accuracy: 0.3931, prior_entropy: 6.6439, relative_absolute_error: 0.6902, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0914, root_relative_squared_error: 0.9187, unweighted_recall: 0.3931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8363, f_measure: 0.3116, kappa: 0.3138, kb_relative_information_score: 0.4968, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3206, number_of_instances: 1600, precision: 0.3259, predictive_accuracy: 0.3206, prior_entropy: 6.6439, relative_absolute_error: 0.7647, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.9261, unweighted_recall: 0.3206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, kappa: 0.3561, kb_relative_information_score: 0.5327, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3625, number_of_instances: 1600, predictive_accuracy: 0.3625, prior_entropy: 6.6439, relative_absolute_error: 0.745, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0903, root_relative_squared_error: 0.9071, unweighted_recall: 0.3625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8593, kappa: 0.1667, kb_relative_information_score: 0.3935, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.0198, weighted_recall: 0.175, number_of_instances: 1600, predictive_accuracy: 0.175, prior_entropy: 6.6439, relative_absolute_error: 0.9066, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.9653, unweighted_recall: 0.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, f_measure: 0.4188, kappa: 0.4173, kb_relative_information_score: 0.5148, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4231, number_of_instances: 1600, precision: 0.4343, predictive_accuracy: 0.4231, prior_entropy: 6.6439, relative_absolute_error: 0.6307, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.9269, unweighted_recall: 0.4231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8103, f_measure: 0.409, kappa: 0.4053, kb_relative_information_score: 0.5096, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4113, number_of_instances: 1600, precision: 0.4239, predictive_accuracy: 0.4113, prior_entropy: 6.6439, relative_absolute_error: 0.6564, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0924, root_relative_squared_error: 0.9282, unweighted_recall: 0.4113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8579, kappa: 0.3245, kb_relative_information_score: 0.519, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3313, number_of_instances: 1600, predictive_accuracy: 0.3313, prior_entropy: 6.6439, relative_absolute_error: 0.7623, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.916, unweighted_recall: 0.3313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8366, f_measure: 0.3622, kappa: 0.3681, kb_relative_information_score: 0.5126, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3744, number_of_instances: 1600, precision: 0.369, predictive_accuracy: 0.3744, prior_entropy: 6.6439, relative_absolute_error: 0.7292, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.918, unweighted_recall: 0.3744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8686, kappa: 0.2885, kb_relative_information_score: 0.4937, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2956, number_of_instances: 1600, predictive_accuracy: 0.2956, prior_entropy: 6.6439, relative_absolute_error: 0.8039, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0927, root_relative_squared_error: 0.9316, unweighted_recall: 0.2956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8275, f_measure: 0.3831, kappa: 0.3832, kb_relative_information_score: 0.5225, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3894, number_of_instances: 1600, precision: 0.3925, predictive_accuracy: 0.3894, prior_entropy: 6.6439, relative_absolute_error: 0.6884, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.9122, unweighted_recall: 0.3894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8724, kappa: 0.2437, kb_relative_information_score: 0.4772, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2513, number_of_instances: 1600, predictive_accuracy: 0.2513, prior_entropy: 6.6439, relative_absolute_error: 0.8383, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0934, root_relative_squared_error: 0.9384, unweighted_recall: 0.2513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8683, kappa: 0.3258, kb_relative_information_score: 0.5116, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3325, number_of_instances: 1600, predictive_accuracy: 0.3325, prior_entropy: 6.6439, relative_absolute_error: 0.7737, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.9226, unweighted_recall: 0.3325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8635, kappa: 0.279, kb_relative_information_score: 0.4681, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2863, number_of_instances: 1600, predictive_accuracy: 0.2863, prior_entropy: 6.6439, relative_absolute_error: 0.8365, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0935, root_relative_squared_error: 0.9399, unweighted_recall: 0.2863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7309, f_measure: 0.408, kappa: 0.4028, kb_relative_information_score: 0.4444, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4088, number_of_instances: 1600, precision: 0.4251, predictive_accuracy: 0.4088, prior_entropy: 6.6439, relative_absolute_error: 0.6106, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1003, root_relative_squared_error: 1.0082, unweighted_recall: 0.4088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, kappa: 0.2437, kb_relative_information_score: 0.4617, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2513, number_of_instances: 1600, predictive_accuracy: 0.2513, prior_entropy: 6.6439, relative_absolute_error: 0.8443, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0938, root_relative_squared_error: 0.9425, unweighted_recall: 0.2513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8498, kappa: 0.2083, kb_relative_information_score: 0.4391, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2163, number_of_instances: 1600, predictive_accuracy: 0.2163, prior_entropy: 6.6439, relative_absolute_error: 0.8608, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.9538, unweighted_recall: 0.2163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8808, f_measure: 0.2709, kappa: 0.2841, kb_relative_information_score: 0.5015, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2913, number_of_instances: 1600, precision: 0.2726, predictive_accuracy: 0.2913, prior_entropy: 6.6439, relative_absolute_error: 0.8116, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.9262, unweighted_recall: 0.2913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7656, f_measure: 0.4482, kappa: 0.4444, kb_relative_information_score: 0.4993, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.0198, weighted_recall: 0.45, number_of_instances: 1600, precision: 0.4579, predictive_accuracy: 0.45, prior_entropy: 6.6439, relative_absolute_error: 0.5806, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.9565, unweighted_recall: 0.45,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8624, kappa: 0.1534, kb_relative_information_score: 0.3819, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.0198, weighted_recall: 0.1619, number_of_instances: 1600, predictive_accuracy: 0.1619, prior_entropy: 6.6439, relative_absolute_error: 0.9139, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.9672, unweighted_recall: 0.1619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8577, f_measure: 0.2585, kappa: 0.2702, kb_relative_information_score: 0.4791, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2775, number_of_instances: 1600, precision: 0.2589, predictive_accuracy: 0.2775, prior_entropy: 6.6439, relative_absolute_error: 0.82, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0929, root_relative_squared_error: 0.934, unweighted_recall: 0.2775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.379, kappa: 0.3801, kb_relative_information_score: 0.5072, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3863, number_of_instances: 1600, precision: 0.3856, predictive_accuracy: 0.3863, prior_entropy: 6.6439, relative_absolute_error: 0.6844, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0926, root_relative_squared_error: 0.931, unweighted_recall: 0.3863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7618, f_measure: 0.4678, kappa: 0.4628, kb_relative_information_score: 0.5073, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4681, number_of_instances: 1600, precision: 0.4843, predictive_accuracy: 0.4681, prior_entropy: 6.6439, relative_absolute_error: 0.5359, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0956, root_relative_squared_error: 0.9606, unweighted_recall: 0.4681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7381, f_measure: 0.4144, kappa: 0.4104, kb_relative_information_score: 0.4586, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4163, number_of_instances: 1600, precision: 0.4372, predictive_accuracy: 0.4163, prior_entropy: 6.6439, relative_absolute_error: 0.5995, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0996, root_relative_squared_error: 1.0009, unweighted_recall: 0.4163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8488, f_measure: 0.3209, kappa: 0.3289, kb_relative_information_score: 0.5096, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3356, number_of_instances: 1600, precision: 0.3343, predictive_accuracy: 0.3356, prior_entropy: 6.6439, relative_absolute_error: 0.7601, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0916, root_relative_squared_error: 0.9204, unweighted_recall: 0.3356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8549, f_measure: 0.4061, kappa: 0.411, kb_relative_information_score: 0.5459, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4169, number_of_instances: 1600, precision: 0.4118, predictive_accuracy: 0.4169, prior_entropy: 6.6439, relative_absolute_error: 0.6811, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0898, root_relative_squared_error: 0.9026, unweighted_recall: 0.4169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8183, f_measure: 0.3754, kappa: 0.3725, kb_relative_information_score: 0.5127, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3788, number_of_instances: 1600, precision: 0.3871, predictive_accuracy: 0.3788, prior_entropy: 6.6439, relative_absolute_error: 0.6825, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.9235, unweighted_recall: 0.3788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.854, f_measure: 0.3298, kappa: 0.334, kb_relative_information_score: 0.5105, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3406, number_of_instances: 1600, precision: 0.3356, predictive_accuracy: 0.3406, prior_entropy: 6.6439, relative_absolute_error: 0.7615, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0916, root_relative_squared_error: 0.9203, unweighted_recall: 0.3406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8075, f_measure: 0.4514, kappa: 0.4489, kb_relative_information_score: 0.5288, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4544, number_of_instances: 1600, precision: 0.4642, predictive_accuracy: 0.4544, prior_entropy: 6.6439, relative_absolute_error: 0.6241, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.9105, unweighted_recall: 0.4544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7539, f_measure: 0.3483, kappa: 0.3434, kb_relative_information_score: 0.4431, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0198, weighted_recall: 0.35, number_of_instances: 1600, precision: 0.361, predictive_accuracy: 0.35, prior_entropy: 6.6439, relative_absolute_error: 0.6996, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.9684, unweighted_recall: 0.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8461, f_measure: 0.3409, kappa: 0.3434, kb_relative_information_score: 0.5059, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0198, weighted_recall: 0.35, number_of_instances: 1600, precision: 0.3505, predictive_accuracy: 0.35, prior_entropy: 6.6439, relative_absolute_error: 0.7642, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0914, root_relative_squared_error: 0.9188, unweighted_recall: 0.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8066, f_measure: 0.4209, kappa: 0.4167, kb_relative_information_score: 0.5223, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4225, number_of_instances: 1600, precision: 0.4316, predictive_accuracy: 0.4225, prior_entropy: 6.6439, relative_absolute_error: 0.6349, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.9195, unweighted_recall: 0.4225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7975, f_measure: 0.4357, kappa: 0.4356, kb_relative_information_score: 0.5231, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4413, number_of_instances: 1600, precision: 0.4467, predictive_accuracy: 0.4413, prior_entropy: 6.6439, relative_absolute_error: 0.6161, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.9164, unweighted_recall: 0.4413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8383, f_measure: 0.38, kappa: 0.3851, kb_relative_information_score: 0.5294, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3913, number_of_instances: 1600, precision: 0.3887, predictive_accuracy: 0.3913, prior_entropy: 6.6439, relative_absolute_error: 0.7001, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0902, root_relative_squared_error: 0.9063, unweighted_recall: 0.3913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8292, f_measure: 0.319, kappa: 0.3226, kb_relative_information_score: 0.4969, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3294, number_of_instances: 1600, precision: 0.3278, predictive_accuracy: 0.3294, prior_entropy: 6.6439, relative_absolute_error: 0.7537, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.092, root_relative_squared_error: 0.9245, unweighted_recall: 0.3294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8088, f_measure: 0.4137, kappa: 0.4097, kb_relative_information_score: 0.5179, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4156, number_of_instances: 1600, precision: 0.4243, predictive_accuracy: 0.4156, prior_entropy: 6.6439, relative_absolute_error: 0.6464, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0914, root_relative_squared_error: 0.919, unweighted_recall: 0.4156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7865, f_measure: 0.2904, kappa: 0.2879, kb_relative_information_score: 0.4455, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.0198, weighted_recall: 0.295, number_of_instances: 1600, precision: 0.299, predictive_accuracy: 0.295, prior_entropy: 6.6439, relative_absolute_error: 0.7745, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0948, root_relative_squared_error: 0.9531, unweighted_recall: 0.295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.871, kappa: 0.2279, kb_relative_information_score: 0.459, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2356, number_of_instances: 1600, predictive_accuracy: 0.2356, prior_entropy: 6.6439, relative_absolute_error: 0.8561, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.9456, unweighted_recall: 0.2356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.829, f_measure: 0.3165, kappa: 0.322, kb_relative_information_score: 0.4915, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3288, number_of_instances: 1600, precision: 0.3183, predictive_accuracy: 0.3288, prior_entropy: 6.6439, relative_absolute_error: 0.7537, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0925, root_relative_squared_error: 0.9298, unweighted_recall: 0.3288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8564, f_measure: 0.3916, kappa: 0.3927, kb_relative_information_score: 0.54, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3988, number_of_instances: 1600, precision: 0.4011, predictive_accuracy: 0.3988, prior_entropy: 6.6439, relative_absolute_error: 0.6927, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0899, root_relative_squared_error: 0.9031, unweighted_recall: 0.3988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8692, kappa: 0.2854, kb_relative_information_score: 0.4969, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2925, number_of_instances: 1600, predictive_accuracy: 0.2925, prior_entropy: 6.6439, relative_absolute_error: 0.8099, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0927, root_relative_squared_error: 0.9314, unweighted_recall: 0.2925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8328, f_measure: 0.3515, kappa: 0.3548, kb_relative_information_score: 0.5111, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3613, number_of_instances: 1600, precision: 0.3613, predictive_accuracy: 0.3613, prior_entropy: 6.6439, relative_absolute_error: 0.7314, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.9157, unweighted_recall: 0.3613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8277, f_measure: 0.3972, kappa: 0.3965, kb_relative_information_score: 0.5284, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4025, number_of_instances: 1600, precision: 0.4113, predictive_accuracy: 0.4025, prior_entropy: 6.6439, relative_absolute_error: 0.6768, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.918, unweighted_recall: 0.4025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8438, kappa: 0.3826, kb_relative_information_score: 0.5375, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3888, number_of_instances: 1600, predictive_accuracy: 0.3888, prior_entropy: 6.6439, relative_absolute_error: 0.6962, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0907, root_relative_squared_error: 0.9116, unweighted_recall: 0.3888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7967, f_measure: 0.4474, kappa: 0.4426, kb_relative_information_score: 0.5256, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4481, number_of_instances: 1600, precision: 0.4572, predictive_accuracy: 0.4481, prior_entropy: 6.6439, relative_absolute_error: 0.5988, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.9193, unweighted_recall: 0.4481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8342, f_measure: 0.3004, kappa: 0.3106, kb_relative_information_score: 0.4891, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3175, number_of_instances: 1600, precision: 0.3016, predictive_accuracy: 0.3175, prior_entropy: 6.6439, relative_absolute_error: 0.7763, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0927, root_relative_squared_error: 0.9315, unweighted_recall: 0.3175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8497, f_measure: 0.3775, kappa: 0.3794, kb_relative_information_score: 0.5382, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3856, number_of_instances: 1600, precision: 0.3849, predictive_accuracy: 0.3856, prior_entropy: 6.6439, relative_absolute_error: 0.7029, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.9014, unweighted_recall: 0.3856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8613, f_measure: 0.204, kappa: 0.2115, kb_relative_information_score: 0.4472, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2194, number_of_instances: 1600, precision: 0.2043, predictive_accuracy: 0.2194, prior_entropy: 6.6439, relative_absolute_error: 0.8598, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0945, root_relative_squared_error: 0.9498, unweighted_recall: 0.2194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8278, f_measure: 0.4458, kappa: 0.4438, kb_relative_information_score: 0.5521, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4494, number_of_instances: 1600, precision: 0.4583, predictive_accuracy: 0.4494, prior_entropy: 6.6439, relative_absolute_error: 0.6263, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.8937, unweighted_recall: 0.4494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8846, f_measure: 0.2864, kappa: 0.3037, kb_relative_information_score: 0.5158, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3106, number_of_instances: 1600, precision: 0.3029, predictive_accuracy: 0.3106, prior_entropy: 6.6439, relative_absolute_error: 0.7946, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.9236, unweighted_recall: 0.3106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7635, f_measure: 0.3004, kappa: 0.298, kb_relative_information_score: 0.4332, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.0198, weighted_recall: 0.305, number_of_instances: 1600, precision: 0.3175, predictive_accuracy: 0.305, prior_entropy: 6.6439, relative_absolute_error: 0.7479, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0958, root_relative_squared_error: 0.9628, unweighted_recall: 0.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7587, f_measure: 0.335, kappa: 0.3327, kb_relative_information_score: 0.4416, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3394, number_of_instances: 1600, precision: 0.3442, predictive_accuracy: 0.3394, prior_entropy: 6.6439, relative_absolute_error: 0.7206, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0957, root_relative_squared_error: 0.9623, unweighted_recall: 0.3394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8508, kappa: 0.3415, kb_relative_information_score: 0.5225, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3481, number_of_instances: 1600, predictive_accuracy: 0.3481, prior_entropy: 6.6439, relative_absolute_error: 0.747, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.9137, unweighted_recall: 0.3481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, kappa: 0.1982, kb_relative_information_score: 0.4356, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2063, number_of_instances: 1600, predictive_accuracy: 0.2063, prior_entropy: 6.6439, relative_absolute_error: 0.8761, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.9534, unweighted_recall: 0.2063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8612, kappa: 0.3131, kb_relative_information_score: 0.5069, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.0198, weighted_recall: 0.32, number_of_instances: 1600, predictive_accuracy: 0.32, prior_entropy: 6.6439, relative_absolute_error: 0.7827, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.9259, unweighted_recall: 0.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8488, kappa: 0.1976, kb_relative_information_score: 0.4321, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2056, number_of_instances: 1600, predictive_accuracy: 0.2056, prior_entropy: 6.6439, relative_absolute_error: 0.8706, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.9587, unweighted_recall: 0.2056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8168, f_measure: 0.3098, kappa: 0.3144, kb_relative_information_score: 0.4857, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3213, number_of_instances: 1600, precision: 0.3124, predictive_accuracy: 0.3213, prior_entropy: 6.6439, relative_absolute_error: 0.7556, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0928, root_relative_squared_error: 0.9323, unweighted_recall: 0.3213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.865, f_measure: 0.3295, kappa: 0.3352, kb_relative_information_score: 0.5153, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3419, number_of_instances: 1600, precision: 0.3348, predictive_accuracy: 0.3419, prior_entropy: 6.6439, relative_absolute_error: 0.7669, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.091, root_relative_squared_error: 0.9142, unweighted_recall: 0.3419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, kappa: 0.2532, kb_relative_information_score: 0.4734, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2606, number_of_instances: 1600, predictive_accuracy: 0.2606, prior_entropy: 6.6439, relative_absolute_error: 0.8462, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.9421, unweighted_recall: 0.2606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.87, f_measure: 0.2936, kappa: 0.3068, kb_relative_information_score: 0.5063, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3138, number_of_instances: 1600, precision: 0.2987, predictive_accuracy: 0.3138, prior_entropy: 6.6439, relative_absolute_error: 0.7831, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0923, root_relative_squared_error: 0.9279, unweighted_recall: 0.3138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8042, f_measure: 0.2917, kappa: 0.2917, kb_relative_information_score: 0.4626, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2988, number_of_instances: 1600, precision: 0.2977, predictive_accuracy: 0.2988, prior_entropy: 6.6439, relative_absolute_error: 0.7719, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0945, root_relative_squared_error: 0.9494, unweighted_recall: 0.2988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8782, kappa: 0.315, kb_relative_information_score: 0.5195, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3219, number_of_instances: 1600, predictive_accuracy: 0.3219, prior_entropy: 6.6439, relative_absolute_error: 0.7944, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.9194, unweighted_recall: 0.3219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8176, f_measure: 0.3086, kappa: 0.3131, kb_relative_information_score: 0.4862, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.0198, weighted_recall: 0.32, number_of_instances: 1600, precision: 0.3146, predictive_accuracy: 0.32, prior_entropy: 6.6439, relative_absolute_error: 0.7549, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0931, root_relative_squared_error: 0.9361, unweighted_recall: 0.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8715, kappa: 0.3289, kb_relative_information_score: 0.5222, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3356, number_of_instances: 1600, predictive_accuracy: 0.3356, prior_entropy: 6.6439, relative_absolute_error: 0.7679, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.9165, unweighted_recall: 0.3356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8511, f_measure: 0.4038, kappa: 0.4059, kb_relative_information_score: 0.5447, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4119, number_of_instances: 1600, precision: 0.4101, predictive_accuracy: 0.4119, prior_entropy: 6.6439, relative_absolute_error: 0.676, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0894, root_relative_squared_error: 0.8989, unweighted_recall: 0.4119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8728, kappa: 0.346, kb_relative_information_score: 0.534, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3525, number_of_instances: 1600, predictive_accuracy: 0.3525, prior_entropy: 6.6439, relative_absolute_error: 0.7475, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.9093, unweighted_recall: 0.3525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8328, f_measure: 0.3805, kappa: 0.3939, kb_relative_information_score: 0.5287, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4, number_of_instances: 1600, precision: 0.3813, predictive_accuracy: 0.4, prior_entropy: 6.6439, relative_absolute_error: 0.6876, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.9093, unweighted_recall: 0.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8578, kappa: 0.3295, kb_relative_information_score: 0.5211, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3363, number_of_instances: 1600, predictive_accuracy: 0.3363, prior_entropy: 6.6439, relative_absolute_error: 0.763, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.9164, unweighted_recall: 0.3363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8699, kappa: 0.2614, kb_relative_information_score: 0.4848, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2688, number_of_instances: 1600, predictive_accuracy: 0.2688, prior_entropy: 6.6439, relative_absolute_error: 0.8276, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0931, root_relative_squared_error: 0.9362, unweighted_recall: 0.2688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8725, f_measure: 0.2712, kappa: 0.286, kb_relative_information_score: 0.4884, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2931, number_of_instances: 1600, precision: 0.2822, predictive_accuracy: 0.2931, prior_entropy: 6.6439, relative_absolute_error: 0.8183, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.093, root_relative_squared_error: 0.9352, unweighted_recall: 0.2931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8557, kappa: 0.2178, kb_relative_information_score: 0.4355, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2256, number_of_instances: 1600, predictive_accuracy: 0.2256, prior_entropy: 6.6439, relative_absolute_error: 0.8703, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.9536, unweighted_recall: 0.2256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.377, kappa: 0.3933, kb_relative_information_score: 0.5485, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3994, number_of_instances: 1600, precision: 0.3823, predictive_accuracy: 0.3994, prior_entropy: 6.6439, relative_absolute_error: 0.7101, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0892, root_relative_squared_error: 0.8965, unweighted_recall: 0.3994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8512, f_measure: 0.3172, kappa: 0.3157, kb_relative_information_score: 0.5024, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3225, number_of_instances: 1600, precision: 0.327, predictive_accuracy: 0.3225, prior_entropy: 6.6439, relative_absolute_error: 0.7721, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.9239, unweighted_recall: 0.3225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8032, f_measure: 0.3567, kappa: 0.358, kb_relative_information_score: 0.4905, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3644, number_of_instances: 1600, precision: 0.3617, predictive_accuracy: 0.3644, prior_entropy: 6.6439, relative_absolute_error: 0.7066, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.9435, unweighted_recall: 0.3644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7954, f_measure: 0.3864, kappa: 0.3826, kb_relative_information_score: 0.5024, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3888, number_of_instances: 1600, precision: 0.3984, predictive_accuracy: 0.3888, prior_entropy: 6.6439, relative_absolute_error: 0.6646, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0927, root_relative_squared_error: 0.9312, unweighted_recall: 0.3888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7965, f_measure: 0.4106, kappa: 0.4053, kb_relative_information_score: 0.5041, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4113, number_of_instances: 1600, precision: 0.4223, predictive_accuracy: 0.4113, prior_entropy: 6.6439, relative_absolute_error: 0.6485, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.9259, unweighted_recall: 0.4113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, f_measure: 0.3701, kappa: 0.3687, kb_relative_information_score: 0.523, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0198, weighted_recall: 0.375, number_of_instances: 1600, precision: 0.3835, predictive_accuracy: 0.375, prior_entropy: 6.6439, relative_absolute_error: 0.7056, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.9096, unweighted_recall: 0.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8607, kappa: 0.3497, kb_relative_information_score: 0.529, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3563, number_of_instances: 1600, predictive_accuracy: 0.3563, prior_entropy: 6.6439, relative_absolute_error: 0.744, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.9095, unweighted_recall: 0.3563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8829, f_measure: 0.2532, kappa: 0.2753, kb_relative_information_score: 0.5027, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2825, number_of_instances: 1600, precision: 0.2618, predictive_accuracy: 0.2825, prior_entropy: 6.6439, relative_absolute_error: 0.813, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.9234, unweighted_recall: 0.2825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8458, f_measure: 0.348, kappa: 0.3466, kb_relative_information_score: 0.5177, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3531, number_of_instances: 1600, precision: 0.3567, predictive_accuracy: 0.3531, prior_entropy: 6.6439, relative_absolute_error: 0.7323, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.9133, unweighted_recall: 0.3531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8748, kappa: 0.3245, kb_relative_information_score: 0.524, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3313, number_of_instances: 1600, predictive_accuracy: 0.3313, prior_entropy: 6.6439, relative_absolute_error: 0.7683, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.9195, unweighted_recall: 0.3313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.2898, kappa: 0.3049, kb_relative_information_score: 0.5046, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3119, number_of_instances: 1600, precision: 0.31, predictive_accuracy: 0.3119, prior_entropy: 6.6439, relative_absolute_error: 0.7974, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.9214, unweighted_recall: 0.3119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7695, f_measure: 0.4113, kappa: 0.4085, kb_relative_information_score: 0.4854, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4144, number_of_instances: 1600, precision: 0.4167, predictive_accuracy: 0.4144, prior_entropy: 6.6439, relative_absolute_error: 0.6353, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.9483, unweighted_recall: 0.4144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, kappa: 0.2178, kb_relative_information_score: 0.4377, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2256, number_of_instances: 1600, predictive_accuracy: 0.2256, prior_entropy: 6.6439, relative_absolute_error: 0.8679, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0948, root_relative_squared_error: 0.9525, unweighted_recall: 0.2256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8737, kappa: 0.3346, kb_relative_information_score: 0.5323, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3413, number_of_instances: 1600, predictive_accuracy: 0.3413, prior_entropy: 6.6439, relative_absolute_error: 0.7658, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.9137, unweighted_recall: 0.3413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8271, f_measure: 0.3338, kappa: 0.3365, kb_relative_information_score: 0.4957, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3431, number_of_instances: 1600, precision: 0.3399, predictive_accuracy: 0.3431, prior_entropy: 6.6439, relative_absolute_error: 0.752, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.9259, unweighted_recall: 0.3431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8563, f_measure: 0.2833, kappa: 0.2898, kb_relative_information_score: 0.491, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2969, number_of_instances: 1600, precision: 0.2989, predictive_accuracy: 0.2969, prior_entropy: 6.6439, relative_absolute_error: 0.7945, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0928, root_relative_squared_error: 0.9326, unweighted_recall: 0.2969,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

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

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