Task
Supervised Classification on one-hundred-plants-texture

Supervised Classification on one-hundred-plants-texture

Task 9956 Supervised Classification one-hundred-plants-texture 12911 runs submitted
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  • OpenML100 study_107 study_123 study_14 study_50 study_7
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12911 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.7197, kappa: 0.7195, kb_relative_information_score: 235.8004, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7403, predictive_accuracy: 0.7223, prior_entropy: 6.6438, recall: 0.7223, relative_absolute_error: 0.9902, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.9918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9013, f_measure: 0.7503, kappa: 0.7397, kb_relative_information_score: 1022.4519, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7732, predictive_accuracy: 0.7423, prior_entropy: 6.6438, recall: 0.7423, relative_absolute_error: 0.6158, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0699, root_relative_squared_error: 0.7023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.7731, kappa: 0.7757, kb_relative_information_score: 1340.304, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7915, predictive_accuracy: 0.778, prior_entropy: 6.6438, recall: 0.778, relative_absolute_error: 0.3722, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0573, root_relative_squared_error: 0.5756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.7742, kappa: 0.7783, kb_relative_information_score: 236.0825, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7878, predictive_accuracy: 0.7805, prior_entropy: 6.6438, recall: 0.7805, relative_absolute_error: 0.9902, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.9917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.7344, kappa: 0.7341, kb_relative_information_score: 1226.0366, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7699, predictive_accuracy: 0.7367, prior_entropy: 6.6438, recall: 0.7367, relative_absolute_error: 0.27, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0689, root_relative_squared_error: 0.6922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.3949, kappa: 0.3967, kb_relative_information_score: 850.8442, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.4193, predictive_accuracy: 0.4028, prior_entropy: 6.6438, recall: 0.4028, relative_absolute_error: 0.6545, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0923, root_relative_squared_error: 0.9275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9608, f_measure: 0.6844, kappa: 0.6924, kb_relative_information_score: 1173.9398, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.6901, predictive_accuracy: 0.6954, prior_entropy: 6.6438, recall: 0.6954, relative_absolute_error: 0.567, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0697, root_relative_squared_error: 0.7002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8956, f_measure: 0.7503, kappa: 0.7397, kb_relative_information_score: 1201.9539, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7732, predictive_accuracy: 0.7423, prior_entropy: 6.6438, recall: 0.7423, relative_absolute_error: 0.2602, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0705, root_relative_squared_error: 0.7089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, f_measure: 0.7342, kappa: 0.7366, kb_relative_information_score: 1307.3246, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7517, predictive_accuracy: 0.7392, prior_entropy: 6.6438, recall: 0.7392, relative_absolute_error: 0.3874, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0617, root_relative_squared_error: 0.6202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9648, f_measure: 0.7729, kappa: 0.7745, kb_relative_information_score: 1348.1564, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7945, predictive_accuracy: 0.7767, prior_entropy: 6.6438, recall: 0.7767, relative_absolute_error: 0.3377, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0569, root_relative_squared_error: 0.5721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8947, f_measure: 0.7489, kappa: 0.7385, kb_relative_information_score: 1201.7099, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7721, predictive_accuracy: 0.7411, prior_entropy: 6.6438, recall: 0.7411, relative_absolute_error: 0.2609, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0706, root_relative_squared_error: 0.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7713, f_measure: 0.5113, kappa: 0.5085, kb_relative_information_score: 846.4732, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.5202, predictive_accuracy: 0.5134, prior_entropy: 6.6438, recall: 0.5134, relative_absolute_error: 0.5127, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0935, root_relative_squared_error: 0.9394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.4164, kappa: 0.4251, kb_relative_information_score: 923.5825, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.4328, predictive_accuracy: 0.4309, prior_entropy: 6.6438, recall: 0.4309, relative_absolute_error: 0.6778, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0856, root_relative_squared_error: 0.8608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5013, f_measure: 0.0076, kappa: 0.0025, kb_relative_information_score: 16.5514, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.0114, predictive_accuracy: 0.0125, prior_entropy: 6.6438, recall: 0.0125, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1405, root_relative_squared_error: 1.4124, usercpu_time_millis: 2.1, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 2.02,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.7902, kappa: 0.7814, kb_relative_information_score: 1309.5483, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8107, predictive_accuracy: 0.7836, prior_entropy: 6.6438, recall: 0.7836, relative_absolute_error: 0.2566, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.059, root_relative_squared_error: 0.5931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9324, f_measure: 0.751, kappa: 0.741, kb_relative_information_score: 973.0332, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7701, predictive_accuracy: 0.7436, prior_entropy: 6.6438, recall: 0.7436, relative_absolute_error: 0.713, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0749, root_relative_squared_error: 0.7528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.7434, kappa: 0.7359, kb_relative_information_score: 1210.1942, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7598, predictive_accuracy: 0.7386, prior_entropy: 6.6438, recall: 0.7386, relative_absolute_error: 0.2644, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0701, root_relative_squared_error: 0.7048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.424, f_measure: 0.0004, kappa: -0.0038, kb_relative_information_score: 3.2528, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.0002, predictive_accuracy: 0.0063, prior_entropy: 6.6438, recall: 0.0063, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0995, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.6567, kappa: 0.6785, kb_relative_information_score: 1057.7478, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.6873, predictive_accuracy: 0.6817, prior_entropy: 6.6438, recall: 0.6817, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0768, root_relative_squared_error: 0.7724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.7369, kappa: 0.7397, kb_relative_information_score: 1245.4474, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7423, predictive_accuracy: 0.7423, prior_entropy: 6.6438, recall: 0.7423, relative_absolute_error: 0.2967, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0624, root_relative_squared_error: 0.6272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8085, f_measure: 0.494, kappa: 0.4788, kb_relative_information_score: 829.5252, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.5358, predictive_accuracy: 0.4841, prior_entropy: 6.6438, recall: 0.4841, relative_absolute_error: 0.5636, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.9007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.7836, kappa: 0.7808, kb_relative_information_score: 1322.3628, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7955, predictive_accuracy: 0.783, prior_entropy: 6.6438, recall: 0.783, relative_absolute_error: 0.2789, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0583, root_relative_squared_error: 0.5855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9268, f_measure: 0.7776, kappa: 0.7776, kb_relative_information_score: 1265.3025, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7884, predictive_accuracy: 0.7799, prior_entropy: 6.6438, recall: 0.7799, relative_absolute_error: 0.2246, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0648, root_relative_squared_error: 0.6518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9562, f_measure: 0.6596, kappa: 0.6589, kb_relative_information_score: 1086.8936, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.6673, predictive_accuracy: 0.6623, prior_entropy: 6.6438, recall: 0.6623, relative_absolute_error: 0.6154, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0729, root_relative_squared_error: 0.7325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7729, f_measure: 0.5148, kappa: 0.5123, kb_relative_information_score: 851.6748, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.5244, predictive_accuracy: 0.5172, prior_entropy: 6.6438, recall: 0.5172, relative_absolute_error: 0.5092, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0932, root_relative_squared_error: 0.9363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.8099, kappa: 0.8174, kb_relative_information_score: 1183.4256, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8253, predictive_accuracy: 0.8193, prior_entropy: 6.6438, recall: 0.8193, relative_absolute_error: 0.6266, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.6898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.7603, kappa: 0.7461, kb_relative_information_score: 1281.1178, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7893, predictive_accuracy: 0.7486, prior_entropy: 6.6438, recall: 0.7486, relative_absolute_error: 0.3267, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0623, root_relative_squared_error: 0.6264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.795, kappa: 0.7991, kb_relative_information_score: 237.4806, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8049, predictive_accuracy: 0.8011, prior_entropy: 6.6438, recall: 0.8011, relative_absolute_error: 0.9901, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.9917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.4655, kappa: 0.4744, kb_relative_information_score: 915.588, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.4909, predictive_accuracy: 0.4797, prior_entropy: 6.6438, recall: 0.4797, relative_absolute_error: 0.5543, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.925, f_measure: 0.3089, kappa: 0.3095, kb_relative_information_score: 214.4682, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.341, predictive_accuracy: 0.3164, prior_entropy: 6.6438, recall: 0.3164, relative_absolute_error: 0.9913, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0988, root_relative_squared_error: 0.9929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.5403, kappa: 0.5641, kb_relative_information_score: 1037.4356, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.5794, predictive_accuracy: 0.5685, prior_entropy: 6.6438, recall: 0.5685, relative_absolute_error: 0.444, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0817, root_relative_squared_error: 0.8208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9205, f_measure: 0.7776, kappa: 0.7776, kb_relative_information_score: 1023.5643, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7884, predictive_accuracy: 0.7799, prior_entropy: 6.6438, recall: 0.7799, relative_absolute_error: 0.6678, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0713, root_relative_squared_error: 0.7163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.7183, kappa: 0.7252, kb_relative_information_score: 1199.2706, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7219, predictive_accuracy: 0.728, prior_entropy: 6.6438, recall: 0.728, relative_absolute_error: 0.5404, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0671, root_relative_squared_error: 0.6741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, kappa: 0.4454, kb_relative_information_score: 549.7508, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.4509, prior_entropy: 6.6438, recall: 0.4509, relative_absolute_error: 0.9404, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0945, root_relative_squared_error: 0.9502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, kappa: 0.7088, kb_relative_information_score: 1003.7506, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.7117, prior_entropy: 6.6438, recall: 0.7117, relative_absolute_error: 0.7799, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0812, root_relative_squared_error: 0.8158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4686, kappa: 0.0275, kb_relative_information_score: 33.2695, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0369, prior_entropy: 6.6438, recall: 0.0369, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0994, root_relative_squared_error: 0.9995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.5256, kappa: 0.5382, kb_relative_information_score: 1038.0511, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.5347, predictive_accuracy: 0.5428, prior_entropy: 6.6438, recall: 0.5428, relative_absolute_error: 0.6318, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0786, root_relative_squared_error: 0.7895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.8102, kappa: 0.8054, kb_relative_information_score: 947.4071, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8199, predictive_accuracy: 0.8074, prior_entropy: 6.6438, recall: 0.8074, relative_absolute_error: 0.8234, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0835, root_relative_squared_error: 0.8396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4654, kappa: -0.0034, kb_relative_information_score: 27.7664, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0063, prior_entropy: 6.6438, recall: 0.0063, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0995, root_relative_squared_error: 0.9997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9737, kappa: 0.59, kb_relative_information_score: 700.0327, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.5941, prior_entropy: 6.6438, recall: 0.5941, relative_absolute_error: 0.9018, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.9174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.457, kappa: -0.0035, kb_relative_information_score: 9.6086, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0063, prior_entropy: 6.6438, recall: 0.0063, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0995, root_relative_squared_error: 0.9999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8715, kappa: 0.1314, kb_relative_information_score: 195.401, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1401, prior_entropy: 6.6438, recall: 0.1401, relative_absolute_error: 0.9909, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.9924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.719, kappa: 0.7341, kb_relative_information_score: 1057.3557, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.744, predictive_accuracy: 0.7367, prior_entropy: 6.6438, recall: 0.7367, relative_absolute_error: 0.7393, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0779, root_relative_squared_error: 0.7825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4432, kappa: -0.0027, kb_relative_information_score: 38.8108, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0069, prior_entropy: 6.6438, recall: 0.0069, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0995, root_relative_squared_error: 0.9996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.8335, kappa: 0.8269, kb_relative_information_score: 950.6362, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8493, predictive_accuracy: 0.8286, prior_entropy: 6.6438, recall: 0.8286, relative_absolute_error: 0.805, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0825, root_relative_squared_error: 0.8292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.7981, kappa: 0.8054, kb_relative_information_score: 1182.0685, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.813, predictive_accuracy: 0.8074, prior_entropy: 6.6438, recall: 0.8074, relative_absolute_error: 0.6165, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0683, root_relative_squared_error: 0.686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, kappa: 0.686, kb_relative_information_score: 822.5388, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.6892, prior_entropy: 6.6438, recall: 0.6892, relative_absolute_error: 0.8834, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.9002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.8425, kappa: 0.8377, kb_relative_information_score: 971.1593, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8542, predictive_accuracy: 0.8393, prior_entropy: 6.6438, recall: 0.8393, relative_absolute_error: 0.8116, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0824, root_relative_squared_error: 0.8279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, kappa: 0.7176, kb_relative_information_score: 1049.4993, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.7205, prior_entropy: 6.6438, recall: 0.7205, relative_absolute_error: 0.7426, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0783, root_relative_squared_error: 0.7865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.696, kappa: 0.7157, kb_relative_information_score: 1020.1385, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7336, predictive_accuracy: 0.7186, prior_entropy: 6.6438, recall: 0.7186, relative_absolute_error: 0.7693, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0804, root_relative_squared_error: 0.808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7697, kappa: 0.0606, kb_relative_information_score: 196.8634, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.07, prior_entropy: 6.6438, recall: 0.07, relative_absolute_error: 0.9898, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0989, root_relative_squared_error: 0.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3714, kappa: -0.0022, kb_relative_information_score: 24.0136, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0075, prior_entropy: 6.6438, recall: 0.0075, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0995, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.6414, kappa: 0.6172, kb_relative_information_score: 882.4845, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7314, predictive_accuracy: 0.621, prior_entropy: 6.6438, recall: 0.621, relative_absolute_error: 0.859, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.088, root_relative_squared_error: 0.884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7671, kappa: 0.0564, kb_relative_information_score: 63.2915, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0657, prior_entropy: 6.6438, recall: 0.0657, relative_absolute_error: 0.9976, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.9979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.7501, kappa: 0.7618, kb_relative_information_score: 1123.5692, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7678, predictive_accuracy: 0.7642, prior_entropy: 6.6438, recall: 0.7642, relative_absolute_error: 0.6731, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0728, root_relative_squared_error: 0.7321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.7059, kappa: 0.7252, kb_relative_information_score: 994.9424, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7531, predictive_accuracy: 0.728, prior_entropy: 6.6438, recall: 0.728, relative_absolute_error: 0.7915, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.082, root_relative_squared_error: 0.8241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9704, f_measure: 0.6101, kappa: 0.6159, kb_relative_information_score: 1119.8121, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.6132, predictive_accuracy: 0.6198, prior_entropy: 6.6438, recall: 0.6198, relative_absolute_error: 0.5594, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0731, root_relative_squared_error: 0.7348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, kappa: 0.4725, kb_relative_information_score: 563.3747, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.4778, prior_entropy: 6.6438, recall: 0.4778, relative_absolute_error: 0.9379, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.8224, kappa: 0.8155, kb_relative_information_score: 936.0748, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.839, predictive_accuracy: 0.8174, prior_entropy: 6.6438, recall: 0.8174, relative_absolute_error: 0.8075, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.8334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.7582, kappa: 0.7669, kb_relative_information_score: 1122.1573, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7736, predictive_accuracy: 0.7692, prior_entropy: 6.6438, recall: 0.7692, relative_absolute_error: 0.6771, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0731, root_relative_squared_error: 0.7343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.2701, kappa: -0.0001, kb_relative_information_score: 9.1809, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0094, prior_entropy: 6.6438, recall: 0.0094, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0995, root_relative_squared_error: 1.0002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4609, kappa: 0.0373, kb_relative_information_score: 24.5666, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0469, prior_entropy: 6.6438, recall: 0.0469, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0995, root_relative_squared_error: 0.9999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.7323, kappa: 0.7498, kb_relative_information_score: 1033.8746, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7629, predictive_accuracy: 0.7523, prior_entropy: 6.6438, recall: 0.7523, relative_absolute_error: 0.763, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0794, root_relative_squared_error: 0.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.8161, kappa: 0.8174, kb_relative_information_score: 0.7756, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8214, predictive_accuracy: 0.8193, prior_entropy: 6.6438, recall: 0.8193, relative_absolute_error: 1, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0995, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.6451, kappa: 0.6728, kb_relative_information_score: 1036.0306, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.6641, predictive_accuracy: 0.676, prior_entropy: 6.6438, recall: 0.676, relative_absolute_error: 0.7396, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0789, root_relative_squared_error: 0.7925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3251, kappa: -0.0035, kb_relative_information_score: 26.2098, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0063, prior_entropy: 6.6438, recall: 0.0063, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0995, root_relative_squared_error: 0.9998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, kappa: 0.7442, kb_relative_information_score: 1099.7864, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.7467, prior_entropy: 6.6438, recall: 0.7467, relative_absolute_error: 0.6962, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, kappa: 0.2723, kb_relative_information_score: 381.9992, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.2795, prior_entropy: 6.6438, recall: 0.2795, relative_absolute_error: 0.976, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0975, root_relative_squared_error: 0.9801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, kappa: 0.7277, kb_relative_information_score: 1031.0707, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.7305, prior_entropy: 6.6438, recall: 0.7305, relative_absolute_error: 0.7577, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0794, root_relative_squared_error: 0.7976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9802, f_measure: 0.707, kappa: 0.7189, kb_relative_information_score: 1135.879, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7129, predictive_accuracy: 0.7217, prior_entropy: 6.6438, recall: 0.7217, relative_absolute_error: 0.6325, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0718, root_relative_squared_error: 0.7212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6395, kappa: 0.3196, kb_relative_information_score: 123.6421, mean_absolute_error: 0.0195, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.3265, prior_entropy: 6.6438, recall: 0.3265, relative_absolute_error: 0.9836, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0982, root_relative_squared_error: 0.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3561, kappa: -0.0034, kb_relative_information_score: 43.5151, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0063, prior_entropy: 6.6438, recall: 0.0063, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0995, root_relative_squared_error: 0.9997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, kappa: 0.4049, kb_relative_information_score: 911.4398, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.4109, prior_entropy: 6.6438, recall: 0.4109, relative_absolute_error: 0.7938, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0863, root_relative_squared_error: 0.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7628, kappa: 0.0344, kb_relative_information_score: 66.8266, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0438, prior_entropy: 6.6438, recall: 0.0438, relative_absolute_error: 0.9978, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.9981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.7298, kappa: 0.7423, kb_relative_information_score: 1111.7342, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7513, predictive_accuracy: 0.7448, prior_entropy: 6.6438, recall: 0.7448, relative_absolute_error: 0.6856, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0739, root_relative_squared_error: 0.7431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.848, kappa: 0.8433, kb_relative_information_score: 969.3972, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.861, predictive_accuracy: 0.8449, prior_entropy: 6.6438, recall: 0.8449, relative_absolute_error: 0.8134, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0825, root_relative_squared_error: 0.8291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.8428, kappa: 0.8377, kb_relative_information_score: 967.5837, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8555, predictive_accuracy: 0.8393, prior_entropy: 6.6438, recall: 0.8393, relative_absolute_error: 0.8143, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0826, root_relative_squared_error: 0.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, kappa: 0.6564, kb_relative_information_score: 996.806, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.6598, prior_entropy: 6.6438, recall: 0.6598, relative_absolute_error: 0.7716, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0812, root_relative_squared_error: 0.8161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.6886, kappa: 0.7025, kb_relative_information_score: 1125.1492, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7055, predictive_accuracy: 0.7054, prior_entropy: 6.6438, recall: 0.7054, relative_absolute_error: 0.6379, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.7272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7435, kappa: 0.0357, kb_relative_information_score: 40.912, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.045, prior_entropy: 6.6438, recall: 0.045, relative_absolute_error: 0.9986, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0994, root_relative_squared_error: 0.9988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.7667, kappa: 0.7789, kb_relative_information_score: 1141.9149, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7837, predictive_accuracy: 0.7811, prior_entropy: 6.6438, recall: 0.7811, relative_absolute_error: 0.6565, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0714, root_relative_squared_error: 0.7177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.7345, kappa: 0.7524, kb_relative_information_score: 1050.8823, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7611, predictive_accuracy: 0.7548, prior_entropy: 6.6438, recall: 0.7548, relative_absolute_error: 0.7448, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.078, root_relative_squared_error: 0.7843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, kappa: 0.6418, kb_relative_information_score: 868.0706, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.6454, prior_entropy: 6.6438, recall: 0.6454, relative_absolute_error: 0.862, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0881, root_relative_squared_error: 0.8857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.6606, kappa: 0.6646, kb_relative_information_score: 824.6265, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.6735, predictive_accuracy: 0.6679, prior_entropy: 6.6438, recall: 0.6679, relative_absolute_error: 0.8698, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.8878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7248, kappa: 0.0034, kb_relative_information_score: 11.3527, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0131, prior_entropy: 6.6438, recall: 0.0131, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0995, root_relative_squared_error: 0.9997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.7261, kappa: 0.7467, kb_relative_information_score: 1095.2248, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7422, predictive_accuracy: 0.7492, prior_entropy: 6.6438, recall: 0.7492, relative_absolute_error: 0.7043, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.075, root_relative_squared_error: 0.7536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.8568, kappa: 0.8515, kb_relative_information_score: 940.1011, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8681, predictive_accuracy: 0.853, prior_entropy: 6.6438, recall: 0.853, relative_absolute_error: 0.8319, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0838, root_relative_squared_error: 0.8418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.558, kb_relative_information_score: 47.8431, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0094, prior_entropy: 6.6438, recall: 0.0094, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0995, root_relative_squared_error: 0.9995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.8471, kappa: 0.8427, kb_relative_information_score: 966.4156, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8596, predictive_accuracy: 0.8443, prior_entropy: 6.6438, recall: 0.8443, relative_absolute_error: 0.8153, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0826, root_relative_squared_error: 0.8306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, kappa: 0.0028, kb_relative_information_score: 31.5663, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0125, prior_entropy: 6.6438, recall: 0.0125, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0995, root_relative_squared_error: 0.9996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.8455, kappa: 0.8408, kb_relative_information_score: 968.8564, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8594, predictive_accuracy: 0.8424, prior_entropy: 6.6438, recall: 0.8424, relative_absolute_error: 0.8134, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0825, root_relative_squared_error: 0.8292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.7512, kappa: 0.7675, kb_relative_information_score: 1130.1353, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.773, predictive_accuracy: 0.7699, prior_entropy: 6.6438, recall: 0.7699, relative_absolute_error: 0.6665, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0723, root_relative_squared_error: 0.7266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.971, f_measure: 0.7741, kappa: 0.722, kb_relative_information_score: 788.2875, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8581, predictive_accuracy: 0.7248, prior_entropy: 6.6438, recall: 0.7248, relative_absolute_error: 0.8191, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.8482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.7007, kappa: 0.6841, kb_relative_information_score: 1071.341, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7476, predictive_accuracy: 0.6873, prior_entropy: 6.6438, recall: 0.6873, relative_absolute_error: 0.7247, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0778, root_relative_squared_error: 0.7821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4075, kappa: -0.0069, kb_relative_information_score: 41.6037, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0031, prior_entropy: 6.6438, recall: 0.0031, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0995, root_relative_squared_error: 0.9998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, kappa: 0.6241, kb_relative_information_score: 0.1964, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.6279, prior_entropy: 6.6438, recall: 0.6279, relative_absolute_error: 1, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0995, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.8111, kappa: 0.8054, kb_relative_information_score: 948.0524, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8229, predictive_accuracy: 0.8074, prior_entropy: 6.6438, recall: 0.8074, relative_absolute_error: 0.8225, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0835, root_relative_squared_error: 0.8389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.972, f_measure: 0.7009, kappa: 0.71, kb_relative_information_score: 1188.9414, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7051, predictive_accuracy: 0.7129, prior_entropy: 6.6438, recall: 0.7129, relative_absolute_error: 0.5592, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0679, root_relative_squared_error: 0.6828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3313, kappa: -0.0091, kb_relative_information_score: 11.1256, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0006, prior_entropy: 6.6438, recall: 0.0006, relative_absolute_error: 1, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0995, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.7837, kappa: 0.7865, kb_relative_information_score: 0.3599, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7876, predictive_accuracy: 0.7886, prior_entropy: 6.6438, recall: 0.7886, relative_absolute_error: 1, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0995, root_relative_squared_error: 1,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs