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: 0.7374, f_measure: 0.4785, kappa: 0.4747, kb_relative_information_score: 0.4789, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0198, weighted_recall: 0.48, number_of_instances: 1600, precision: 0.4887, predictive_accuracy: 0.48, prior_entropy: 6.6439, relative_absolute_error: 0.5253, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.102, root_relative_squared_error: 1.0249, unweighted_recall: 0.48,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7326, f_measure: 0.4706, kappa: 0.4653, kb_relative_information_score: 0.4695, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4706, number_of_instances: 1600, precision: 0.482, predictive_accuracy: 0.4706, prior_entropy: 6.6439, relative_absolute_error: 0.5347, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1029, root_relative_squared_error: 1.0341, unweighted_recall: 0.4706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.6698, kappa: 0.6673, kb_relative_information_score: 0.7588, mean_absolute_error: 0.0081, mean_prior_absolute_error: 0.0198, weighted_recall: 0.6706, number_of_instances: 1600, precision: 0.6844, predictive_accuracy: 0.6706, prior_entropy: 6.6439, relative_absolute_error: 0.4067, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0682, root_relative_squared_error: 0.6854, unweighted_recall: 0.6706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.7302, kappa: 0.7298, kb_relative_information_score: 0.8089, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.0198, weighted_recall: 0.7325, number_of_instances: 1600, precision: 0.7389, predictive_accuracy: 0.7325, prior_entropy: 6.6439, relative_absolute_error: 0.309, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0624, root_relative_squared_error: 0.6276, unweighted_recall: 0.7325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8484, kappa: 0.3062, kb_relative_information_score: 0.4919, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3131, number_of_instances: 1600, predictive_accuracy: 0.3131, prior_entropy: 6.6439, relative_absolute_error: 0.7872, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0928, root_relative_squared_error: 0.9322, unweighted_recall: 0.3131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8538, kappa: 0.3131, kb_relative_information_score: 0.5037, mean_absolute_error: 0.0156, 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: 0.7867, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.9216, unweighted_recall: 0.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8058, f_measure: 0.4166, kappa: 0.4122, kb_relative_information_score: 0.5259, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4181, number_of_instances: 1600, precision: 0.4253, predictive_accuracy: 0.4181, prior_entropy: 6.6439, relative_absolute_error: 0.633, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0907, root_relative_squared_error: 0.9118, unweighted_recall: 0.4181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, kappa: 0.2961, kb_relative_information_score: 0.5103, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3031, number_of_instances: 1600, predictive_accuracy: 0.3031, prior_entropy: 6.6439, relative_absolute_error: 0.7889, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.9268, unweighted_recall: 0.3031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7755, f_measure: 0.3213, kappa: 0.3182, kb_relative_information_score: 0.4484, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.0198, weighted_recall: 0.325, number_of_instances: 1600, precision: 0.3355, predictive_accuracy: 0.325, prior_entropy: 6.6439, relative_absolute_error: 0.7464, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.9581, unweighted_recall: 0.325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.84, f_measure: 0.4317, kappa: 0.4337, kb_relative_information_score: 0.5451, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4394, number_of_instances: 1600, precision: 0.4389, predictive_accuracy: 0.4394, prior_entropy: 6.6439, relative_absolute_error: 0.6517, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0893, root_relative_squared_error: 0.898, unweighted_recall: 0.4394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8072, f_measure: 0.4154, kappa: 0.416, kb_relative_information_score: 0.5223, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4219, number_of_instances: 1600, precision: 0.4245, predictive_accuracy: 0.4219, prior_entropy: 6.6439, relative_absolute_error: 0.6425, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.9139, unweighted_recall: 0.4219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8586, f_measure: 0.2048, kappa: 0.2216, kb_relative_information_score: 0.4479, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2294, number_of_instances: 1600, precision: 0.2069, predictive_accuracy: 0.2294, prior_entropy: 6.6439, relative_absolute_error: 0.8632, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0945, root_relative_squared_error: 0.9501, unweighted_recall: 0.2294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8692, kappa: 0.2652, kb_relative_information_score: 0.4727, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2725, number_of_instances: 1600, predictive_accuracy: 0.2725, prior_entropy: 6.6439, relative_absolute_error: 0.8377, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0935, root_relative_squared_error: 0.9395, unweighted_recall: 0.2725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8683, f_measure: 0.2263, kappa: 0.25, kb_relative_information_score: 0.4671, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2575, number_of_instances: 1600, precision: 0.2277, predictive_accuracy: 0.2575, prior_entropy: 6.6439, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.9419, unweighted_recall: 0.2575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7966, f_measure: 0.4577, kappa: 0.4495, kb_relative_information_score: 0.527, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.0198, weighted_recall: 0.455, number_of_instances: 1600, precision: 0.4753, predictive_accuracy: 0.455, prior_entropy: 6.6439, relative_absolute_error: 0.5891, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.9181, unweighted_recall: 0.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8196, f_measure: 0.3396, kappa: 0.3466, kb_relative_information_score: 0.4929, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3531, number_of_instances: 1600, precision: 0.3458, predictive_accuracy: 0.3531, prior_entropy: 6.6439, relative_absolute_error: 0.7336, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0923, root_relative_squared_error: 0.9278, unweighted_recall: 0.3531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8013, f_measure: 0.394, kappa: 0.3908, kb_relative_information_score: 0.5097, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3969, number_of_instances: 1600, precision: 0.4042, predictive_accuracy: 0.3969, prior_entropy: 6.6439, relative_absolute_error: 0.666, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.9214, unweighted_recall: 0.3969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8812, kappa: 0.2664, kb_relative_information_score: 0.4949, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2738, number_of_instances: 1600, predictive_accuracy: 0.2738, prior_entropy: 6.6439, relative_absolute_error: 0.8173, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0929, root_relative_squared_error: 0.9332, unweighted_recall: 0.2738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8103, f_measure: 0.4003, kappa: 0.3996, kb_relative_information_score: 0.5225, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4056, number_of_instances: 1600, precision: 0.4093, predictive_accuracy: 0.4056, prior_entropy: 6.6439, relative_absolute_error: 0.6585, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.9175, unweighted_recall: 0.4056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8178, f_measure: 0.4064, kappa: 0.4034, kb_relative_information_score: 0.5241, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4094, number_of_instances: 1600, precision: 0.4211, predictive_accuracy: 0.4094, prior_entropy: 6.6439, relative_absolute_error: 0.6613, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.9125, unweighted_recall: 0.4094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, kappa: 0.2645, kb_relative_information_score: 0.4797, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2719, number_of_instances: 1600, predictive_accuracy: 0.2719, prior_entropy: 6.6439, relative_absolute_error: 0.836, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0933, root_relative_squared_error: 0.9373, unweighted_recall: 0.2719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, kappa: 0.2569, kb_relative_information_score: 0.4655, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2644, number_of_instances: 1600, predictive_accuracy: 0.2644, prior_entropy: 6.6439, relative_absolute_error: 0.8423, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.9415, unweighted_recall: 0.2644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.816, f_measure: 0.4582, kappa: 0.4501, kb_relative_information_score: 0.5421, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4556, number_of_instances: 1600, precision: 0.473, predictive_accuracy: 0.4556, prior_entropy: 6.6439, relative_absolute_error: 0.6028, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.9014, unweighted_recall: 0.4556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.4123, kappa: 0.4173, kb_relative_information_score: 0.5466, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4231, number_of_instances: 1600, precision: 0.421, predictive_accuracy: 0.4231, prior_entropy: 6.6439, relative_absolute_error: 0.6764, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0895, root_relative_squared_error: 0.8992, unweighted_recall: 0.4231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7687, f_measure: 0.4201, kappa: 0.4122, kb_relative_information_score: 0.4887, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4181, number_of_instances: 1600, precision: 0.4367, predictive_accuracy: 0.4181, prior_entropy: 6.6439, relative_absolute_error: 0.6167, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.9476, unweighted_recall: 0.4181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8537, f_measure: 0.3109, kappa: 0.3119, kb_relative_information_score: 0.5016, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3188, number_of_instances: 1600, precision: 0.3198, predictive_accuracy: 0.3188, prior_entropy: 6.6439, relative_absolute_error: 0.7722, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.092, root_relative_squared_error: 0.9241, unweighted_recall: 0.3188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7766, f_measure: 0.2953, kappa: 0.2992, kb_relative_information_score: 0.4455, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3063, number_of_instances: 1600, precision: 0.302, predictive_accuracy: 0.3063, prior_entropy: 6.6439, relative_absolute_error: 0.7541, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0956, root_relative_squared_error: 0.9612, unweighted_recall: 0.3063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8393, f_measure: 0.3927, kappa: 0.3902, kb_relative_information_score: 0.5253, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3963, number_of_instances: 1600, precision: 0.4019, predictive_accuracy: 0.3963, prior_entropy: 6.6439, relative_absolute_error: 0.6986, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.9109, unweighted_recall: 0.3963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.2956, kappa: 0.3068, kb_relative_information_score: 0.5024, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3138, number_of_instances: 1600, precision: 0.3089, predictive_accuracy: 0.3138, prior_entropy: 6.6439, relative_absolute_error: 0.793, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.9226, unweighted_recall: 0.3138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8737, kappa: 0.2311, kb_relative_information_score: 0.4639, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2388, number_of_instances: 1600, predictive_accuracy: 0.2388, prior_entropy: 6.6439, relative_absolute_error: 0.8508, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.094, root_relative_squared_error: 0.9444, unweighted_recall: 0.2388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8514, f_measure: 0.3477, kappa: 0.3479, kb_relative_information_score: 0.5183, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3544, number_of_instances: 1600, precision: 0.3574, predictive_accuracy: 0.3544, prior_entropy: 6.6439, relative_absolute_error: 0.7413, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.9152, unweighted_recall: 0.3544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7691, f_measure: 0.4402, kappa: 0.4343, kb_relative_information_score: 0.4953, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.0198, weighted_recall: 0.44, number_of_instances: 1600, precision: 0.4545, predictive_accuracy: 0.44, prior_entropy: 6.6439, relative_absolute_error: 0.5951, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.948, unweighted_recall: 0.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8447, f_measure: 0.3102, kappa: 0.3232, kb_relative_information_score: 0.5017, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0198, weighted_recall: 0.33, number_of_instances: 1600, precision: 0.3169, predictive_accuracy: 0.33, prior_entropy: 6.6439, relative_absolute_error: 0.7654, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0927, root_relative_squared_error: 0.9315, unweighted_recall: 0.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8518, kappa: 0.2557, kb_relative_information_score: 0.4619, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2631, number_of_instances: 1600, predictive_accuracy: 0.2631, prior_entropy: 6.6439, relative_absolute_error: 0.8361, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.9458, unweighted_recall: 0.2631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8713, f_measure: 0.2958, kappa: 0.3018, kb_relative_information_score: 0.5045, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3088, number_of_instances: 1600, precision: 0.3047, predictive_accuracy: 0.3088, prior_entropy: 6.6439, relative_absolute_error: 0.801, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.9231, unweighted_recall: 0.3088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7836, f_measure: 0.4655, kappa: 0.4621, kb_relative_information_score: 0.5252, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4675, number_of_instances: 1600, precision: 0.4807, predictive_accuracy: 0.4675, prior_entropy: 6.6439, relative_absolute_error: 0.5685, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0924, root_relative_squared_error: 0.9284, unweighted_recall: 0.4675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8383, f_measure: 0.4131, kappa: 0.4085, kb_relative_information_score: 0.5341, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4144, number_of_instances: 1600, precision: 0.425, predictive_accuracy: 0.4144, prior_entropy: 6.6439, relative_absolute_error: 0.6777, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0898, root_relative_squared_error: 0.9026, unweighted_recall: 0.4144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8494, f_measure: 0.3564, kappa: 0.3561, kb_relative_information_score: 0.5269, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3625, number_of_instances: 1600, precision: 0.366, predictive_accuracy: 0.3625, prior_entropy: 6.6439, relative_absolute_error: 0.7207, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.9098, unweighted_recall: 0.3625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8516, f_measure: 0.2854, kappa: 0.2961, kb_relative_information_score: 0.4846, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3031, number_of_instances: 1600, precision: 0.2844, predictive_accuracy: 0.3031, prior_entropy: 6.6439, relative_absolute_error: 0.796, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0931, root_relative_squared_error: 0.9362, unweighted_recall: 0.3031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8346, f_measure: 0.387, kappa: 0.392, kb_relative_information_score: 0.5288, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3981, number_of_instances: 1600, precision: 0.3925, predictive_accuracy: 0.3981, prior_entropy: 6.6439, relative_absolute_error: 0.6918, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0903, root_relative_squared_error: 0.9078, unweighted_recall: 0.3981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8638, kappa: 0.3365, kb_relative_information_score: 0.5132, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3431, number_of_instances: 1600, predictive_accuracy: 0.3431, prior_entropy: 6.6439, relative_absolute_error: 0.7728, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0916, root_relative_squared_error: 0.9203, unweighted_recall: 0.3431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8167, f_measure: 0.4028, kappa: 0.4003, kb_relative_information_score: 0.5281, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4063, number_of_instances: 1600, precision: 0.4135, predictive_accuracy: 0.4063, prior_entropy: 6.6439, relative_absolute_error: 0.6649, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0899, root_relative_squared_error: 0.904, unweighted_recall: 0.4063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8841, kappa: 0.3327, kb_relative_information_score: 0.5319, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3394, number_of_instances: 1600, predictive_accuracy: 0.3394, prior_entropy: 6.6439, relative_absolute_error: 0.7678, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.9134, unweighted_recall: 0.3394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.785, f_measure: 0.4594, kappa: 0.4571, kb_relative_information_score: 0.5234, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4625, number_of_instances: 1600, precision: 0.4721, predictive_accuracy: 0.4625, prior_entropy: 6.6439, relative_absolute_error: 0.5664, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.9257, unweighted_recall: 0.4625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.812, f_measure: 0.4564, kappa: 0.4533, kb_relative_information_score: 0.5474, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4588, number_of_instances: 1600, precision: 0.4652, predictive_accuracy: 0.4588, prior_entropy: 6.6439, relative_absolute_error: 0.5971, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.8959, unweighted_recall: 0.4588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8895, f_measure: 0.2751, kappa: 0.2936, kb_relative_information_score: 0.5167, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3006, number_of_instances: 1600, precision: 0.2748, predictive_accuracy: 0.3006, prior_entropy: 6.6439, relative_absolute_error: 0.8026, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.9229, unweighted_recall: 0.3006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8192, f_measure: 0.4044, kappa: 0.4053, kb_relative_information_score: 0.5264, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4113, number_of_instances: 1600, precision: 0.415, predictive_accuracy: 0.4113, prior_entropy: 6.6439, relative_absolute_error: 0.6633, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.9154, unweighted_recall: 0.4113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8651, kappa: 0.2506, kb_relative_information_score: 0.4613, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2581, number_of_instances: 1600, predictive_accuracy: 0.2581, prior_entropy: 6.6439, relative_absolute_error: 0.8484, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.094, root_relative_squared_error: 0.9451, unweighted_recall: 0.2581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8736, kappa: 0.2803, kb_relative_information_score: 0.5115, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2875, number_of_instances: 1600, predictive_accuracy: 0.2875, prior_entropy: 6.6439, relative_absolute_error: 0.7988, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0923, root_relative_squared_error: 0.9278, unweighted_recall: 0.2875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8816, kappa: 0.3333, kb_relative_information_score: 0.5296, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.0198, weighted_recall: 0.34, number_of_instances: 1600, predictive_accuracy: 0.34, prior_entropy: 6.6439, relative_absolute_error: 0.7718, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0907, root_relative_squared_error: 0.912, unweighted_recall: 0.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8001, f_measure: 0.3763, kappa: 0.3763, kb_relative_information_score: 0.4969, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3825, number_of_instances: 1600, precision: 0.3818, predictive_accuracy: 0.3825, prior_entropy: 6.6439, relative_absolute_error: 0.6809, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0927, root_relative_squared_error: 0.9314, unweighted_recall: 0.3825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8565, f_measure: 0.2447, kappa: 0.2633, kb_relative_information_score: 0.4711, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2706, number_of_instances: 1600, precision: 0.2413, predictive_accuracy: 0.2706, prior_entropy: 6.6439, relative_absolute_error: 0.829, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0936, root_relative_squared_error: 0.9409, unweighted_recall: 0.2706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8312, f_measure: 0.3285, kappa: 0.3371, kb_relative_information_score: 0.4992, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3438, number_of_instances: 1600, precision: 0.3362, predictive_accuracy: 0.3438, prior_entropy: 6.6439, relative_absolute_error: 0.7469, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0923, root_relative_squared_error: 0.9277, unweighted_recall: 0.3438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8504, kappa: 0.1742, kb_relative_information_score: 0.4159, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.0198, weighted_recall: 0.1825, number_of_instances: 1600, predictive_accuracy: 0.1825, prior_entropy: 6.6439, relative_absolute_error: 0.886, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0956, root_relative_squared_error: 0.9605, unweighted_recall: 0.1825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8442, f_measure: 0.299, kappa: 0.3163, kb_relative_information_score: 0.4913, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3231, number_of_instances: 1600, precision: 0.3005, predictive_accuracy: 0.3231, prior_entropy: 6.6439, relative_absolute_error: 0.7866, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.092, root_relative_squared_error: 0.9249, unweighted_recall: 0.3231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8553, f_measure: 0.2425, kappa: 0.2557, kb_relative_information_score: 0.4671, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2631, number_of_instances: 1600, precision: 0.2484, predictive_accuracy: 0.2631, prior_entropy: 6.6439, relative_absolute_error: 0.8336, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0936, root_relative_squared_error: 0.9403, unweighted_recall: 0.2631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8578, f_measure: 0.2973, kappa: 0.3049, kb_relative_information_score: 0.502, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3119, number_of_instances: 1600, precision: 0.3005, predictive_accuracy: 0.3119, prior_entropy: 6.6439, relative_absolute_error: 0.7875, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0924, root_relative_squared_error: 0.9282, unweighted_recall: 0.3119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.826, f_measure: 0.3504, kappa: 0.3491, kb_relative_information_score: 0.5018, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3556, number_of_instances: 1600, precision: 0.3655, predictive_accuracy: 0.3556, prior_entropy: 6.6439, relative_absolute_error: 0.7368, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.9222, unweighted_recall: 0.3556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8476, f_measure: 0.2455, kappa: 0.2563, kb_relative_information_score: 0.4601, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2638, number_of_instances: 1600, precision: 0.2628, predictive_accuracy: 0.2638, prior_entropy: 6.6439, relative_absolute_error: 0.8397, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.9453, unweighted_recall: 0.2638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8294, f_measure: 0.3298, kappa: 0.3321, kb_relative_information_score: 0.4926, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3388, number_of_instances: 1600, precision: 0.3391, predictive_accuracy: 0.3388, prior_entropy: 6.6439, relative_absolute_error: 0.7437, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.9263, unweighted_recall: 0.3388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8674, kappa: 0.2708, kb_relative_information_score: 0.4779, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2781, number_of_instances: 1600, predictive_accuracy: 0.2781, prior_entropy: 6.6439, relative_absolute_error: 0.8272, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0928, root_relative_squared_error: 0.9325, unweighted_recall: 0.2781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8426, kappa: 0.2645, kb_relative_information_score: 0.4664, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2719, number_of_instances: 1600, predictive_accuracy: 0.2719, prior_entropy: 6.6439, relative_absolute_error: 0.8224, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0936, root_relative_squared_error: 0.9406, unweighted_recall: 0.2719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8224, f_measure: 0.4286, kappa: 0.4287, kb_relative_information_score: 0.5358, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4344, number_of_instances: 1600, precision: 0.4417, predictive_accuracy: 0.4344, prior_entropy: 6.6439, relative_absolute_error: 0.6457, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0898, root_relative_squared_error: 0.903, unweighted_recall: 0.4344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.784, f_measure: 0.3875, kappa: 0.3902, kb_relative_information_score: 0.4954, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3963, number_of_instances: 1600, precision: 0.396, predictive_accuracy: 0.3963, prior_entropy: 6.6439, relative_absolute_error: 0.6536, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0933, root_relative_squared_error: 0.9375, unweighted_recall: 0.3963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8708, kappa: 0.2961, kb_relative_information_score: 0.5058, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3031, number_of_instances: 1600, predictive_accuracy: 0.3031, prior_entropy: 6.6439, relative_absolute_error: 0.8029, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.092, root_relative_squared_error: 0.9249, unweighted_recall: 0.3031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.2439, kappa: 0.2601, kb_relative_information_score: 0.4679, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2675, number_of_instances: 1600, precision: 0.2468, predictive_accuracy: 0.2675, prior_entropy: 6.6439, relative_absolute_error: 0.8302, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.9435, unweighted_recall: 0.2675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8638, kappa: 0.3024, kb_relative_information_score: 0.4999, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3094, number_of_instances: 1600, predictive_accuracy: 0.3094, prior_entropy: 6.6439, relative_absolute_error: 0.7999, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0924, root_relative_squared_error: 0.9286, unweighted_recall: 0.3094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8047, f_measure: 0.3721, kappa: 0.3718, kb_relative_information_score: 0.4971, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3781, number_of_instances: 1600, precision: 0.3816, predictive_accuracy: 0.3781, prior_entropy: 6.6439, relative_absolute_error: 0.6988, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.9262, unweighted_recall: 0.3781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8443, f_measure: 0.3753, kappa: 0.3775, kb_relative_information_score: 0.5285, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3838, number_of_instances: 1600, precision: 0.381, predictive_accuracy: 0.3838, prior_entropy: 6.6439, relative_absolute_error: 0.7047, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0902, root_relative_squared_error: 0.907, unweighted_recall: 0.3838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8722, f_measure: 0.3093, kappa: 0.3207, kb_relative_information_score: 0.516, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3275, number_of_instances: 1600, precision: 0.3115, predictive_accuracy: 0.3275, prior_entropy: 6.6439, relative_absolute_error: 0.782, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.9197, unweighted_recall: 0.3275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8268, f_measure: 0.2566, kappa: 0.2601, kb_relative_information_score: 0.4596, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2675, number_of_instances: 1600, precision: 0.2635, predictive_accuracy: 0.2675, prior_entropy: 6.6439, relative_absolute_error: 0.815, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.9479, unweighted_recall: 0.2675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8572, kappa: 0.3277, kb_relative_information_score: 0.5109, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3344, number_of_instances: 1600, predictive_accuracy: 0.3344, prior_entropy: 6.6439, relative_absolute_error: 0.7697, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.9218, unweighted_recall: 0.3344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7551, f_measure: 0.4834, kappa: 0.4785, kb_relative_information_score: 0.5021, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4838, number_of_instances: 1600, precision: 0.494, predictive_accuracy: 0.4838, prior_entropy: 6.6439, relative_absolute_error: 0.5302, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.9666, unweighted_recall: 0.4838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8684, kappa: 0.2418, kb_relative_information_score: 0.4655, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2494, number_of_instances: 1600, predictive_accuracy: 0.2494, prior_entropy: 6.6439, relative_absolute_error: 0.8444, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.9418, unweighted_recall: 0.2494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8878, kappa: 0.2601, kb_relative_information_score: 0.4945, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2675, number_of_instances: 1600, predictive_accuracy: 0.2675, prior_entropy: 6.6439, relative_absolute_error: 0.8302, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0927, root_relative_squared_error: 0.9319, unweighted_recall: 0.2675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8321, f_measure: 0.3334, kappa: 0.3359, kb_relative_information_score: 0.5043, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3425, number_of_instances: 1600, precision: 0.338, predictive_accuracy: 0.3425, prior_entropy: 6.6439, relative_absolute_error: 0.7384, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0916, root_relative_squared_error: 0.9207, unweighted_recall: 0.3425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8327, f_measure: 0.3141, kappa: 0.3213, kb_relative_information_score: 0.4903, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3281, number_of_instances: 1600, precision: 0.3239, predictive_accuracy: 0.3281, prior_entropy: 6.6439, relative_absolute_error: 0.7671, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0924, root_relative_squared_error: 0.929, unweighted_recall: 0.3281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7881, f_measure: 0.4103, kappa: 0.4021, kb_relative_information_score: 0.4992, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4081, number_of_instances: 1600, precision: 0.4249, predictive_accuracy: 0.4081, prior_entropy: 6.6439, relative_absolute_error: 0.639, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0936, root_relative_squared_error: 0.9402, unweighted_recall: 0.4081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8428, kappa: 0.3592, kb_relative_information_score: 0.518, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3656, number_of_instances: 1600, predictive_accuracy: 0.3656, prior_entropy: 6.6439, relative_absolute_error: 0.7352, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.9159, unweighted_recall: 0.3656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8162, f_measure: 0.3054, kappa: 0.3074, kb_relative_information_score: 0.4684, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3144, number_of_instances: 1600, precision: 0.3151, predictive_accuracy: 0.3144, prior_entropy: 6.6439, relative_absolute_error: 0.7745, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0934, root_relative_squared_error: 0.9386, unweighted_recall: 0.3144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8057, f_measure: 0.3948, kappa: 0.3946, kb_relative_information_score: 0.5141, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4006, number_of_instances: 1600, precision: 0.4052, predictive_accuracy: 0.4006, prior_entropy: 6.6439, relative_absolute_error: 0.667, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0914, root_relative_squared_error: 0.9186, unweighted_recall: 0.4006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8696, kappa: 0.2462, kb_relative_information_score: 0.4657, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2538, number_of_instances: 1600, predictive_accuracy: 0.2538, prior_entropy: 6.6439, relative_absolute_error: 0.8513, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0938, root_relative_squared_error: 0.9429, unweighted_recall: 0.2538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.876, kappa: 0.2633, kb_relative_information_score: 0.483, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2706, number_of_instances: 1600, predictive_accuracy: 0.2706, prior_entropy: 6.6439, relative_absolute_error: 0.8319, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.093, root_relative_squared_error: 0.9348, unweighted_recall: 0.2706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8398, f_measure: 0.3502, kappa: 0.3516, kb_relative_information_score: 0.5154, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3581, number_of_instances: 1600, precision: 0.3574, predictive_accuracy: 0.3581, prior_entropy: 6.6439, relative_absolute_error: 0.7327, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.9128, unweighted_recall: 0.3581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, f_measure: 0.2668, kappa: 0.2822, kb_relative_information_score: 0.4913, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2894, number_of_instances: 1600, precision: 0.2798, predictive_accuracy: 0.2894, prior_entropy: 6.6439, relative_absolute_error: 0.8175, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0928, root_relative_squared_error: 0.9329, unweighted_recall: 0.2894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8271, f_measure: 0.4267, kappa: 0.4217, kb_relative_information_score: 0.5296, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4275, number_of_instances: 1600, precision: 0.4397, predictive_accuracy: 0.4275, prior_entropy: 6.6439, relative_absolute_error: 0.6506, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.9123, unweighted_recall: 0.4275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.863, f_measure: 0.2852, kappa: 0.3011, kb_relative_information_score: 0.5041, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3081, number_of_instances: 1600, precision: 0.2866, predictive_accuracy: 0.3081, prior_entropy: 6.6439, relative_absolute_error: 0.793, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.9268, unweighted_recall: 0.3081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7881, f_measure: 0.4436, kappa: 0.4375, kb_relative_information_score: 0.5177, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4431, number_of_instances: 1600, precision: 0.4577, predictive_accuracy: 0.4431, prior_entropy: 6.6439, relative_absolute_error: 0.5938, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0928, root_relative_squared_error: 0.9324, unweighted_recall: 0.4431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8492, kappa: 0.4116, kb_relative_information_score: 0.5343, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4175, number_of_instances: 1600, predictive_accuracy: 0.4175, prior_entropy: 6.6439, relative_absolute_error: 0.7022, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0899, root_relative_squared_error: 0.9037, unweighted_recall: 0.4175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8221, f_measure: 0.3707, kappa: 0.3699, kb_relative_information_score: 0.5114, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3763, number_of_instances: 1600, precision: 0.3794, predictive_accuracy: 0.3763, prior_entropy: 6.6439, relative_absolute_error: 0.7023, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.916, unweighted_recall: 0.3763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, f_measure: 0.4037, kappa: 0.411, kb_relative_information_score: 0.532, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4169, number_of_instances: 1600, precision: 0.4063, predictive_accuracy: 0.4169, prior_entropy: 6.6439, relative_absolute_error: 0.6759, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0898, root_relative_squared_error: 0.9022, unweighted_recall: 0.4169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7505, f_measure: 0.4613, kappa: 0.4571, kb_relative_information_score: 0.4902, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.0198, weighted_recall: 0.4625, number_of_instances: 1600, precision: 0.4685, predictive_accuracy: 0.4625, prior_entropy: 6.6439, relative_absolute_error: 0.5505, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0968, root_relative_squared_error: 0.9731, unweighted_recall: 0.4625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8607, kappa: 0.2456, kb_relative_information_score: 0.4537, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.0198, weighted_recall: 0.2531, number_of_instances: 1600, predictive_accuracy: 0.2531, prior_entropy: 6.6439, relative_absolute_error: 0.8472, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.9489, unweighted_recall: 0.2531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8513, kappa: 0.197, kb_relative_information_score: 0.4217, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.0198, weighted_recall: 0.205, number_of_instances: 1600, predictive_accuracy: 0.205, prior_entropy: 6.6439, relative_absolute_error: 0.8816, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0955, root_relative_squared_error: 0.9598, unweighted_recall: 0.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.3432, kappa: 0.3611, kb_relative_information_score: 0.5322, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3675, number_of_instances: 1600, precision: 0.3477, predictive_accuracy: 0.3675, prior_entropy: 6.6439, relative_absolute_error: 0.7305, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0907, root_relative_squared_error: 0.9112, unweighted_recall: 0.3675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8382, f_measure: 0.3309, kappa: 0.3371, kb_relative_information_score: 0.5011, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3438, number_of_instances: 1600, precision: 0.3382, predictive_accuracy: 0.3438, prior_entropy: 6.6439, relative_absolute_error: 0.7567, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.9255, unweighted_recall: 0.3438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8674, kappa: 0.2879, kb_relative_information_score: 0.5018, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.0198, weighted_recall: 0.295, number_of_instances: 1600, predictive_accuracy: 0.295, prior_entropy: 6.6439, relative_absolute_error: 0.7995, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0925, root_relative_squared_error: 0.9293, unweighted_recall: 0.295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.855, f_measure: 0.3007, kappa: 0.31, kb_relative_information_score: 0.5082, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3169, number_of_instances: 1600, precision: 0.3013, predictive_accuracy: 0.3169, prior_entropy: 6.6439, relative_absolute_error: 0.7741, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.9235, unweighted_recall: 0.3169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.2984, kappa: 0.3207, kb_relative_information_score: 0.5156, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3275, number_of_instances: 1600, precision: 0.301, predictive_accuracy: 0.3275, prior_entropy: 6.6439, relative_absolute_error: 0.7693, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.9212, unweighted_recall: 0.3275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8387, f_measure: 0.3181, kappa: 0.3201, kb_relative_information_score: 0.4861, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.0198, weighted_recall: 0.3269, number_of_instances: 1600, precision: 0.3277, predictive_accuracy: 0.3269, prior_entropy: 6.6439, relative_absolute_error: 0.7786, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.9235, unweighted_recall: 0.3269,

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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