OpenML
Supervised Classification on diabetes

Supervised Classification on diabetes

Task 37 Supervised Classification diabetes 133465 runs submitted
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  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_29 study_30 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8199, f_measure: 0.759, kappa: 0.4594, kb_relative_information_score: 0.2941, mean_absolute_error: 0.3287, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7669, number_of_instances: 768, precision: 0.7612, predictive_accuracy: 0.7669, prior_entropy: 0.9331, relative_absolute_error: 0.7232, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.404, root_relative_squared_error: 0.8476, unweighted_recall: 0.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8274, f_measure: 0.7552, kappa: 0.4566, kb_relative_information_score: 0.3223, mean_absolute_error: 0.313, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7578, number_of_instances: 768, precision: 0.754, predictive_accuracy: 0.7578, prior_entropy: 0.9331, relative_absolute_error: 0.6887, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4008, root_relative_squared_error: 0.8408, unweighted_recall: 0.724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.671, f_measure: 0.5513, kappa: 0.0533, kb_relative_information_score: 0.0334, mean_absolute_error: 0.4421, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6615, number_of_instances: 768, precision: 0.6682, predictive_accuracy: 0.6615, prior_entropy: 0.9331, relative_absolute_error: 0.9727, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4704, root_relative_squared_error: 0.987, unweighted_recall: 0.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8279, f_measure: 0.7642, kappa: 0.4702, kb_relative_information_score: 0.3183, mean_absolute_error: 0.3175, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.7688, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6986, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.834, unweighted_recall: 0.7213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.7448, kappa: 0.4265, kb_relative_information_score: 0.2617, mean_absolute_error: 0.3443, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7552, number_of_instances: 768, precision: 0.7487, predictive_accuracy: 0.7552, prior_entropy: 0.9331, relative_absolute_error: 0.7575, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4107, root_relative_squared_error: 0.8617, unweighted_recall: 0.7003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8324, f_measure: 0.7487, kappa: 0.4345, kb_relative_information_score: 0.3126, mean_absolute_error: 0.3196, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7551, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 0.7033, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3985, root_relative_squared_error: 0.836, unweighted_recall: 0.7026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8026, f_measure: 0.7288, kappa: 0.3901, kb_relative_information_score: 0.2512, mean_absolute_error: 0.349, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7409, number_of_instances: 768, precision: 0.7328, predictive_accuracy: 0.7409, prior_entropy: 0.9331, relative_absolute_error: 0.768, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4133, root_relative_squared_error: 0.8671, unweighted_recall: 0.6824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.725, f_measure: 0.6764, kappa: 0.2708, kb_relative_information_score: 0.1434, mean_absolute_error: 0.3905, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6979, number_of_instances: 768, precision: 0.6828, predictive_accuracy: 0.6979, prior_entropy: 0.9331, relative_absolute_error: 0.8592, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4432, root_relative_squared_error: 0.9299, unweighted_recall: 0.6234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.83, f_measure: 0.7502, kappa: 0.4375, kb_relative_information_score: 0.3098, mean_absolute_error: 0.3212, mean_prior_absolute_error: 0.4545, weighted_recall: 0.763, number_of_instances: 768, precision: 0.7588, predictive_accuracy: 0.763, prior_entropy: 0.9331, relative_absolute_error: 0.7068, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3992, root_relative_squared_error: 0.8374, unweighted_recall: 0.7029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8337, f_measure: 0.7654, kappa: 0.4727, kb_relative_information_score: 0.3254, mean_absolute_error: 0.3147, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7747, number_of_instances: 768, precision: 0.7704, predictive_accuracy: 0.7747, prior_entropy: 0.9331, relative_absolute_error: 0.6924, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3947, root_relative_squared_error: 0.8282, unweighted_recall: 0.7223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8316, f_measure: 0.7623, kappa: 0.4657, kb_relative_information_score: 0.3242, mean_absolute_error: 0.315, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7721, number_of_instances: 768, precision: 0.7676, predictive_accuracy: 0.7721, prior_entropy: 0.9331, relative_absolute_error: 0.6931, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3957, root_relative_squared_error: 0.8302, unweighted_recall: 0.7185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8275, f_measure: 0.763, kappa: 0.4676, kb_relative_information_score: 0.3195, mean_absolute_error: 0.3169, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7721, number_of_instances: 768, precision: 0.7673, predictive_accuracy: 0.7721, prior_entropy: 0.9331, relative_absolute_error: 0.6973, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3977, root_relative_squared_error: 0.8344, unweighted_recall: 0.7203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8283, f_measure: 0.7641, kappa: 0.4757, kb_relative_information_score: 0.3178, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7669, number_of_instances: 768, precision: 0.7629, predictive_accuracy: 0.7669, prior_entropy: 0.9331, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.8407, unweighted_recall: 0.7327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7467, f_measure: 0.6715, kappa: 0.2638, kb_relative_information_score: 0.1393, mean_absolute_error: 0.3973, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7083, number_of_instances: 768, precision: 0.7026, predictive_accuracy: 0.7083, prior_entropy: 0.9331, relative_absolute_error: 0.8741, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4401, root_relative_squared_error: 0.9233, unweighted_recall: 0.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8289, f_measure: 0.7454, kappa: 0.4267, kb_relative_information_score: 0.3024, mean_absolute_error: 0.3248, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7547, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.7147, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3996, root_relative_squared_error: 0.8383, unweighted_recall: 0.6973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8122, f_measure: 0.7256, kappa: 0.382, kb_relative_information_score: 0.2512, mean_absolute_error: 0.3502, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7474, number_of_instances: 768, precision: 0.7466, predictive_accuracy: 0.7474, prior_entropy: 0.9331, relative_absolute_error: 0.7706, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4118, root_relative_squared_error: 0.8639, unweighted_recall: 0.6718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7799, f_measure: 0.6975, kappa: 0.3184, kb_relative_information_score: 0.1836, mean_absolute_error: 0.3794, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7201, number_of_instances: 768, precision: 0.7107, predictive_accuracy: 0.7201, prior_entropy: 0.9331, relative_absolute_error: 0.8347, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4287, root_relative_squared_error: 0.8994, unweighted_recall: 0.6439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6757, f_measure: 0.5237, kappa: 0.0005, kb_relative_information_score: 0.0273, mean_absolute_error: 0.4396, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6445, number_of_instances: 768, precision: 0.5471, predictive_accuracy: 0.6445, prior_entropy: 0.9331, relative_absolute_error: 0.9672, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4677, root_relative_squared_error: 0.9813, unweighted_recall: 0.5002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8357, f_measure: 0.7688, kappa: 0.4808, kb_relative_information_score: 0.3298, mean_absolute_error: 0.3121, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7773, number_of_instances: 768, precision: 0.7729, predictive_accuracy: 0.7773, prior_entropy: 0.9331, relative_absolute_error: 0.6866, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3942, root_relative_squared_error: 0.8271, unweighted_recall: 0.7269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7064, f_measure: 0.6463, kappa: 0.208, kb_relative_information_score: 0.1123, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6875, number_of_instances: 768, precision: 0.6719, predictive_accuracy: 0.6875, prior_entropy: 0.9331, relative_absolute_error: 0.898, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4491, root_relative_squared_error: 0.9422, unweighted_recall: 0.5903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7511, f_measure: 0.6913, kappa: 0.3084, kb_relative_information_score: 0.1723, mean_absolute_error: 0.3837, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7266, number_of_instances: 768, precision: 0.731, predictive_accuracy: 0.7266, prior_entropy: 0.9331, relative_absolute_error: 0.8443, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4336, root_relative_squared_error: 0.9097, unweighted_recall: 0.6342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8144, f_measure: 0.7385, kappa: 0.4109, kb_relative_information_score: 0.2552, mean_absolute_error: 0.3484, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7578, number_of_instances: 768, precision: 0.7581, predictive_accuracy: 0.7578, prior_entropy: 0.9331, relative_absolute_error: 0.7666, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4084, root_relative_squared_error: 0.8568, unweighted_recall: 0.6859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8339, f_measure: 0.765, kappa: 0.4718, kb_relative_information_score: 0.3245, mean_absolute_error: 0.3153, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7747, number_of_instances: 768, precision: 0.7706, predictive_accuracy: 0.7747, prior_entropy: 0.9331, relative_absolute_error: 0.6937, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3948, root_relative_squared_error: 0.8282, unweighted_recall: 0.7214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7187, f_measure: 0.583, kappa: 0.0731, kb_relative_information_score: 0.1055, mean_absolute_error: 0.4039, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6419, number_of_instances: 768, precision: 0.596, predictive_accuracy: 0.6419, prior_entropy: 0.9331, relative_absolute_error: 0.8886, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4523, root_relative_squared_error: 0.949, unweighted_recall: 0.5311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7797, f_measure: 0.69, kappa: 0.3017, kb_relative_information_score: 0.1799, mean_absolute_error: 0.381, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7148, number_of_instances: 768, precision: 0.7049, predictive_accuracy: 0.7148, prior_entropy: 0.9331, relative_absolute_error: 0.8383, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4295, root_relative_squared_error: 0.9011, unweighted_recall: 0.6356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, f_measure: 0.7665, kappa: 0.4753, kb_relative_information_score: 0.3212, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.7719, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.8332, unweighted_recall: 0.7233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7249, f_measure: 0.6825, kappa: 0.2845, kb_relative_information_score: 0.1433, mean_absolute_error: 0.3906, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7044, number_of_instances: 768, precision: 0.6908, predictive_accuracy: 0.7044, prior_entropy: 0.9331, relative_absolute_error: 0.8595, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4433, root_relative_squared_error: 0.9302, unweighted_recall: 0.6293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8285, f_measure: 0.7654, kappa: 0.4727, kb_relative_information_score: 0.3213, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7747, number_of_instances: 768, precision: 0.7704, predictive_accuracy: 0.7747, prior_entropy: 0.9331, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8334, unweighted_recall: 0.7223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8283, f_measure: 0.7654, kappa: 0.4727, kb_relative_information_score: 0.3184, mean_absolute_error: 0.3174, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7747, number_of_instances: 768, precision: 0.7704, predictive_accuracy: 0.7747, prior_entropy: 0.9331, relative_absolute_error: 0.6984, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8339, unweighted_recall: 0.7223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8263, f_measure: 0.7534, kappa: 0.4537, kb_relative_information_score: 0.3199, mean_absolute_error: 0.3138, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7552, number_of_instances: 768, precision: 0.7522, predictive_accuracy: 0.7552, prior_entropy: 0.9331, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4015, root_relative_squared_error: 0.8424, unweighted_recall: 0.7237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7872, f_measure: 0.7292, kappa: 0.3974, kb_relative_information_score: 0.2558, mean_absolute_error: 0.3413, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7331, number_of_instances: 768, precision: 0.7275, predictive_accuracy: 0.7331, prior_entropy: 0.9331, relative_absolute_error: 0.7509, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4214, root_relative_squared_error: 0.8841, unweighted_recall: 0.6937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8275, f_measure: 0.7531, kappa: 0.4527, kb_relative_information_score: 0.3215, mean_absolute_error: 0.3134, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7552, number_of_instances: 768, precision: 0.7519, predictive_accuracy: 0.7552, prior_entropy: 0.9331, relative_absolute_error: 0.6895, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4009, root_relative_squared_error: 0.8411, unweighted_recall: 0.7228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.722, f_measure: 0.6614, kappa: 0.2369, kb_relative_information_score: 0.1404, mean_absolute_error: 0.3912, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6836, number_of_instances: 768, precision: 0.6653, predictive_accuracy: 0.6836, prior_entropy: 0.9331, relative_absolute_error: 0.8608, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4451, root_relative_squared_error: 0.9337, unweighted_recall: 0.6081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, f_measure: 0.7694, kappa: 0.4827, kb_relative_information_score: 0.3326, mean_absolute_error: 0.3111, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7773, number_of_instances: 768, precision: 0.7727, predictive_accuracy: 0.7773, prior_entropy: 0.9331, relative_absolute_error: 0.6844, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3944, root_relative_squared_error: 0.8275, unweighted_recall: 0.7286,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8297, f_measure: 0.7553, kappa: 0.4489, kb_relative_information_score: 0.3067, mean_absolute_error: 0.3232, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7682, number_of_instances: 768, precision: 0.7652, predictive_accuracy: 0.7682, prior_entropy: 0.9331, relative_absolute_error: 0.7112, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3992, root_relative_squared_error: 0.8376, unweighted_recall: 0.7077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8314, f_measure: 0.7622, kappa: 0.4661, kb_relative_information_score: 0.3278, mean_absolute_error: 0.3129, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7708, number_of_instances: 768, precision: 0.7657, predictive_accuracy: 0.7708, prior_entropy: 0.9331, relative_absolute_error: 0.6886, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3957, root_relative_squared_error: 0.8302, unweighted_recall: 0.7201,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7858, f_measure: 0.6891, kappa: 0.3032, kb_relative_information_score: 0.1643, mean_absolute_error: 0.3887, mean_prior_absolute_error: 0.4545, weighted_recall: 0.724, number_of_instances: 768, precision: 0.7261, predictive_accuracy: 0.724, prior_entropy: 0.9331, relative_absolute_error: 0.8553, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4327, root_relative_squared_error: 0.9079, unweighted_recall: 0.6322,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.7669, kappa: 0.4763, kb_relative_information_score: 0.3296, mean_absolute_error: 0.3123, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.7717, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.6871, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3943, root_relative_squared_error: 0.8272, unweighted_recall: 0.7241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.711, f_measure: 0.66, kappa: 0.2385, kb_relative_information_score: 0.1231, mean_absolute_error: 0.4022, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6992, number_of_instances: 768, precision: 0.6897, predictive_accuracy: 0.6992, prior_entropy: 0.9331, relative_absolute_error: 0.8848, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4468, root_relative_squared_error: 0.9374, unweighted_recall: 0.6037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8302, f_measure: 0.7654, kappa: 0.4727, kb_relative_information_score: 0.3215, mean_absolute_error: 0.316, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7747, number_of_instances: 768, precision: 0.7704, predictive_accuracy: 0.7747, prior_entropy: 0.9331, relative_absolute_error: 0.6954, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.8315, unweighted_recall: 0.7223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8327, f_measure: 0.7514, kappa: 0.4407, kb_relative_information_score: 0.3159, mean_absolute_error: 0.3183, mean_prior_absolute_error: 0.4545, weighted_recall: 0.763, number_of_instances: 768, precision: 0.7581, predictive_accuracy: 0.763, prior_entropy: 0.9331, relative_absolute_error: 0.7003, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3977, root_relative_squared_error: 0.8343, unweighted_recall: 0.7055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8295, f_measure: 0.7617, kappa: 0.4655, kb_relative_information_score: 0.3247, mean_absolute_error: 0.3137, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7695, number_of_instances: 768, precision: 0.7641, predictive_accuracy: 0.7695, prior_entropy: 0.9331, relative_absolute_error: 0.6903, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8338, unweighted_recall: 0.7209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8283, f_measure: 0.7482, kappa: 0.4329, kb_relative_information_score: 0.3054, mean_absolute_error: 0.3237, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7577, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.7121, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.8388, unweighted_recall: 0.7001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.825, f_measure: 0.7506, kappa: 0.4386, kb_relative_information_score: 0.297, mean_absolute_error: 0.3271, mean_prior_absolute_error: 0.4545, weighted_recall: 0.763, number_of_instances: 768, precision: 0.7585, predictive_accuracy: 0.763, prior_entropy: 0.9331, relative_absolute_error: 0.7196, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4016, root_relative_squared_error: 0.8426, unweighted_recall: 0.7037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6796, f_measure: 0.6387, kappa: 0.2062, kb_relative_information_score: 0.1123, mean_absolute_error: 0.4082, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7005, number_of_instances: 768, precision: 0.7184, predictive_accuracy: 0.7005, prior_entropy: 0.9331, relative_absolute_error: 0.8981, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4506, root_relative_squared_error: 0.9454, unweighted_recall: 0.5856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7206, f_measure: 0.6538, kappa: 0.2201, kb_relative_information_score: 0.1369, mean_absolute_error: 0.3925, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6745, number_of_instances: 768, precision: 0.6551, predictive_accuracy: 0.6745, prior_entropy: 0.9331, relative_absolute_error: 0.8636, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4467, root_relative_squared_error: 0.9371, unweighted_recall: 0.6011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8346, f_measure: 0.7689, kappa: 0.4805, kb_relative_information_score: 0.3304, mean_absolute_error: 0.313, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7786, number_of_instances: 768, precision: 0.775, predictive_accuracy: 0.7786, prior_entropy: 0.9331, relative_absolute_error: 0.6887, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3939, root_relative_squared_error: 0.8265, unweighted_recall: 0.7253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8267, f_measure: 0.7618, kappa: 0.4651, kb_relative_information_score: 0.3187, mean_absolute_error: 0.3172, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7708, number_of_instances: 768, precision: 0.7658, predictive_accuracy: 0.7708, prior_entropy: 0.9331, relative_absolute_error: 0.6979, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3981, root_relative_squared_error: 0.8353, unweighted_recall: 0.7193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.831, f_measure: 0.7518, kappa: 0.4417, kb_relative_information_score: 0.3137, mean_absolute_error: 0.3193, mean_prior_absolute_error: 0.4545, weighted_recall: 0.763, number_of_instances: 768, precision: 0.7579, predictive_accuracy: 0.763, prior_entropy: 0.9331, relative_absolute_error: 0.7026, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3979, root_relative_squared_error: 0.8348, unweighted_recall: 0.7063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8263, f_measure: 0.7534, kappa: 0.4537, kb_relative_information_score: 0.3199, mean_absolute_error: 0.3138, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7552, number_of_instances: 768, precision: 0.7522, predictive_accuracy: 0.7552, prior_entropy: 0.9331, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4015, root_relative_squared_error: 0.8425, unweighted_recall: 0.7237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8218, f_measure: 0.7457, kappa: 0.4271, kb_relative_information_score: 0.2866, mean_absolute_error: 0.3323, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.757, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 0.7312, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4034, root_relative_squared_error: 0.8463, unweighted_recall: 0.6965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8283, f_measure: 0.7591, kappa: 0.4649, kb_relative_information_score: 0.3227, mean_absolute_error: 0.3133, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7578, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.6893, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4003, root_relative_squared_error: 0.8399, unweighted_recall: 0.7278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8293, f_measure: 0.7622, kappa: 0.4661, kb_relative_information_score: 0.3239, mean_absolute_error: 0.3142, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7708, number_of_instances: 768, precision: 0.7657, predictive_accuracy: 0.7708, prior_entropy: 0.9331, relative_absolute_error: 0.6914, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8338, unweighted_recall: 0.7201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7211, f_measure: 0.5903, kappa: 0.0826, kb_relative_information_score: 0.1151, mean_absolute_error: 0.4002, mean_prior_absolute_error: 0.4545, weighted_recall: 0.638, number_of_instances: 768, precision: 0.5958, predictive_accuracy: 0.638, prior_entropy: 0.9331, relative_absolute_error: 0.8805, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4507, root_relative_squared_error: 0.9455, unweighted_recall: 0.5359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8257, f_measure: 0.7501, kappa: 0.437, kb_relative_information_score: 0.2964, mean_absolute_error: 0.3277, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7615, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.7209, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4011, root_relative_squared_error: 0.8416, unweighted_recall: 0.7013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8283, f_measure: 0.7642, kappa: 0.4702, kb_relative_information_score: 0.3182, mean_absolute_error: 0.3175, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.7688, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6987, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.8342, unweighted_recall: 0.7213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8287, f_measure: 0.7617, kappa: 0.4708, kb_relative_information_score: 0.3253, mean_absolute_error: 0.3117, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7605, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.6857, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4009, root_relative_squared_error: 0.8411, unweighted_recall: 0.7307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8273, f_measure: 0.7492, kappa: 0.4348, kb_relative_information_score: 0.3001, mean_absolute_error: 0.3265, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7623, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.7185, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.8407, unweighted_recall: 0.6995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8274, f_measure: 0.7543, kappa: 0.4552, kb_relative_information_score: 0.3218, mean_absolute_error: 0.3133, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7565, number_of_instances: 768, precision: 0.7531, predictive_accuracy: 0.7565, prior_entropy: 0.9331, relative_absolute_error: 0.6893, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4008, root_relative_squared_error: 0.841, unweighted_recall: 0.7238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7768, f_measure: 0.672, kappa: 0.266, kb_relative_information_score: 0.1479, mean_absolute_error: 0.3953, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7109, number_of_instances: 768, precision: 0.7088, predictive_accuracy: 0.7109, prior_entropy: 0.9331, relative_absolute_error: 0.8697, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4367, root_relative_squared_error: 0.9163, unweighted_recall: 0.6153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8285, f_measure: 0.7654, kappa: 0.4727, kb_relative_information_score: 0.3191, mean_absolute_error: 0.3172, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7747, number_of_instances: 768, precision: 0.7704, predictive_accuracy: 0.7747, prior_entropy: 0.9331, relative_absolute_error: 0.698, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8335, unweighted_recall: 0.7223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7935, f_measure: 0.7239, kappa: 0.378, kb_relative_information_score: 0.2186, mean_absolute_error: 0.3641, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7448, number_of_instances: 768, precision: 0.7422, predictive_accuracy: 0.7448, prior_entropy: 0.9331, relative_absolute_error: 0.8011, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4203, root_relative_squared_error: 0.8819, unweighted_recall: 0.6707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.825, f_measure: 0.749, kappa: 0.435, kb_relative_information_score: 0.2976, mean_absolute_error: 0.3268, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7572, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.7191, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4014, root_relative_squared_error: 0.8422, unweighted_recall: 0.7019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7867, f_measure: 0.6969, kappa: 0.3171, kb_relative_information_score: 0.1899, mean_absolute_error: 0.3767, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7201, number_of_instances: 768, precision: 0.711, predictive_accuracy: 0.7201, prior_entropy: 0.9331, relative_absolute_error: 0.8289, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.427, root_relative_squared_error: 0.8959, unweighted_recall: 0.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8276, f_measure: 0.763, kappa: 0.4676, kb_relative_information_score: 0.3192, mean_absolute_error: 0.3169, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7721, number_of_instances: 768, precision: 0.7673, predictive_accuracy: 0.7721, prior_entropy: 0.9331, relative_absolute_error: 0.6973, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3977, root_relative_squared_error: 0.8343, unweighted_recall: 0.7203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8284, f_measure: 0.7654, kappa: 0.4727, kb_relative_information_score: 0.3181, mean_absolute_error: 0.3176, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7747, number_of_instances: 768, precision: 0.7704, predictive_accuracy: 0.7747, prior_entropy: 0.9331, relative_absolute_error: 0.6987, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.834, unweighted_recall: 0.7223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8281, f_measure: 0.7618, kappa: 0.4651, kb_relative_information_score: 0.3189, mean_absolute_error: 0.3172, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7708, number_of_instances: 768, precision: 0.7658, predictive_accuracy: 0.7708, prior_entropy: 0.9331, relative_absolute_error: 0.6979, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.834, unweighted_recall: 0.7193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.725, f_measure: 0.6782, kappa: 0.2749, kb_relative_information_score: 0.1403, mean_absolute_error: 0.3935, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6979, number_of_instances: 768, precision: 0.6829, predictive_accuracy: 0.6979, prior_entropy: 0.9331, relative_absolute_error: 0.8657, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4435, root_relative_squared_error: 0.9305, unweighted_recall: 0.626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8116, f_measure: 0.744, kappa: 0.4237, kb_relative_information_score: 0.2688, mean_absolute_error: 0.3406, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7565, number_of_instances: 768, precision: 0.7509, predictive_accuracy: 0.7565, prior_entropy: 0.9331, relative_absolute_error: 0.7493, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4092, root_relative_squared_error: 0.8585, unweighted_recall: 0.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.824, f_measure: 0.7434, kappa: 0.4219, kb_relative_information_score: 0.2917, mean_absolute_error: 0.3298, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7578, number_of_instances: 768, precision: 0.7536, predictive_accuracy: 0.7578, prior_entropy: 0.9331, relative_absolute_error: 0.7256, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4021, root_relative_squared_error: 0.8437, unweighted_recall: 0.6945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8213, f_measure: 0.7404, kappa: 0.415, kb_relative_information_score: 0.277, mean_absolute_error: 0.3372, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7565, number_of_instances: 768, precision: 0.7533, predictive_accuracy: 0.7565, prior_entropy: 0.9331, relative_absolute_error: 0.7419, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4046, root_relative_squared_error: 0.8489, unweighted_recall: 0.6901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8312, f_measure: 0.7518, kappa: 0.4417, kb_relative_information_score: 0.3134, mean_absolute_error: 0.3194, mean_prior_absolute_error: 0.4545, weighted_recall: 0.763, number_of_instances: 768, precision: 0.7579, predictive_accuracy: 0.763, prior_entropy: 0.9331, relative_absolute_error: 0.7029, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3978, root_relative_squared_error: 0.8347, unweighted_recall: 0.7063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8205, f_measure: 0.7524, kappa: 0.4469, kb_relative_information_score: 0.2951, mean_absolute_error: 0.3279, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7578, number_of_instances: 768, precision: 0.7519, predictive_accuracy: 0.7578, prior_entropy: 0.9331, relative_absolute_error: 0.7216, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4035, root_relative_squared_error: 0.8465, unweighted_recall: 0.7153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8205, f_measure: 0.7524, kappa: 0.4469, kb_relative_information_score: 0.2951, mean_absolute_error: 0.3279, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7578, number_of_instances: 768, precision: 0.7519, predictive_accuracy: 0.7578, prior_entropy: 0.9331, relative_absolute_error: 0.7216, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4035, root_relative_squared_error: 0.8465, unweighted_recall: 0.7153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7889, f_measure: 0.7338, kappa: 0.4106, kb_relative_information_score: 0.3666, mean_absolute_error: 0.2805, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7357, number_of_instances: 768, precision: 0.7326, predictive_accuracy: 0.7357, prior_entropy: 0.9331, relative_absolute_error: 0.6172, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4539, root_relative_squared_error: 0.9524, unweighted_recall: 0.7026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8043, f_measure: 0.7559, kappa: 0.4572, kb_relative_information_score: 0.3468, mean_absolute_error: 0.2989, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7547, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.6577, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4136, root_relative_squared_error: 0.8677, unweighted_recall: 0.7232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, f_measure: 0.7494, kappa: 0.443, kb_relative_information_score: 0.3524, mean_absolute_error: 0.2943, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7526, number_of_instances: 768, precision: 0.7481, predictive_accuracy: 0.7526, prior_entropy: 0.9331, relative_absolute_error: 0.6474, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4186, root_relative_squared_error: 0.8783, unweighted_recall: 0.7165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8205, f_measure: 0.7524, kappa: 0.4469, kb_relative_information_score: 0.2951, mean_absolute_error: 0.3279, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7578, number_of_instances: 768, precision: 0.7519, predictive_accuracy: 0.7578, prior_entropy: 0.9331, relative_absolute_error: 0.7216, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4035, root_relative_squared_error: 0.8465, unweighted_recall: 0.7153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8205, f_measure: 0.7524, kappa: 0.4469, kb_relative_information_score: 0.2951, mean_absolute_error: 0.3279, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7519, predictive_accuracy: 0.7578, prior_entropy: 0.9331, recall: 0.7578, relative_absolute_error: 0.7216, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4035, root_relative_squared_error: 0.8465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7761, f_measure: 0.7096, kappa: 0.3583, kb_relative_information_score: 0.3487, mean_absolute_error: 0.2844, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7085, predictive_accuracy: 0.7109, prior_entropy: 0.9331, recall: 0.7109, relative_absolute_error: 0.6258, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5032, root_relative_squared_error: 1.0557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7131, f_measure: 0.754, kappa: 0.4484, kb_relative_information_score: 0.4542, mean_absolute_error: 0.2383, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7555, predictive_accuracy: 0.7617, prior_entropy: 0.9331, recall: 0.7617, relative_absolute_error: 0.5243, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4881, root_relative_squared_error: 1.0241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.7574, kappa: 0.4592, kb_relative_information_score: 0.3583, mean_absolute_error: 0.2922, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7565, predictive_accuracy: 0.7617, prior_entropy: 0.9331, recall: 0.7617, relative_absolute_error: 0.643, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4144, root_relative_squared_error: 0.8694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7497, kappa: 0.444, kb_relative_information_score: 0.375, mean_absolute_error: 0.281, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7484, predictive_accuracy: 0.7526, prior_entropy: 0.9331, recall: 0.7526, relative_absolute_error: 0.6182, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4193, root_relative_squared_error: 0.8796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8312, f_measure: 0.7703, kappa: 0.489, kb_relative_information_score: 0.3554, mean_absolute_error: 0.2949, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7693, predictive_accuracy: 0.7734, prior_entropy: 0.9331, recall: 0.7734, relative_absolute_error: 0.6489, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3986, root_relative_squared_error: 0.8362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.69, f_measure: 0.7262, kappa: 0.3904, kb_relative_information_score: 0.3827, mean_absolute_error: 0.2695, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7245, predictive_accuracy: 0.7305, prior_entropy: 0.9331, recall: 0.7305, relative_absolute_error: 0.593, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5192, root_relative_squared_error: 1.0892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8108, f_measure: 0.758, kappa: 0.4565, kb_relative_information_score: 0.3221, mean_absolute_error: 0.3103, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7614, predictive_accuracy: 0.7669, prior_entropy: 0.9331, recall: 0.7669, relative_absolute_error: 0.6827, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4072, root_relative_squared_error: 0.8543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6604, f_measure: 0.6888, kappa: 0.3181, kb_relative_information_score: 0.2842, mean_absolute_error: 0.3125, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.6903, predictive_accuracy: 0.6875, prior_entropy: 0.9331, recall: 0.6875, relative_absolute_error: 0.6876, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.559, root_relative_squared_error: 1.1728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6604, f_measure: 0.6888, kappa: 0.3181, kb_relative_information_score: 0.2842, mean_absolute_error: 0.3125, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.6903, predictive_accuracy: 0.6875, prior_entropy: 0.9331, recall: 0.6875, relative_absolute_error: 0.6876, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.559, root_relative_squared_error: 1.1728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8351, f_measure: 0.7698, kappa: 0.4872, kb_relative_information_score: 0.3659, mean_absolute_error: 0.2911, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.769, predictive_accuracy: 0.7734, prior_entropy: 0.9331, recall: 0.7734, relative_absolute_error: 0.6405, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6604, f_measure: 0.6888, kappa: 0.3181, kb_relative_information_score: 0.2842, mean_absolute_error: 0.3125, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.6903, predictive_accuracy: 0.6875, prior_entropy: 0.9331, recall: 0.6875, relative_absolute_error: 0.6876, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.559, root_relative_squared_error: 1.1728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.774, f_measure: 0.7195, kappa: 0.3792, kb_relative_information_score: 0.2592, mean_absolute_error: 0.335, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7182, predictive_accuracy: 0.7214, prior_entropy: 0.9331, recall: 0.7214, relative_absolute_error: 0.7372, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4344, root_relative_squared_error: 0.9114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7768, f_measure: 0.7371, kappa: 0.4133, kb_relative_information_score: 0.2998, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7358, predictive_accuracy: 0.7422, prior_entropy: 0.9331, recall: 0.7422, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4289, root_relative_squared_error: 0.8998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6694, f_measure: 0.6993, kappa: 0.3386, kb_relative_information_score: 0.3111, mean_absolute_error: 0.3008, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.6995, predictive_accuracy: 0.6992, prior_entropy: 0.9331, recall: 0.6992, relative_absolute_error: 0.6618, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5484, root_relative_squared_error: 1.1506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7756, f_measure: 0.7072, kappa: 0.3411, kb_relative_information_score: 0.2611, mean_absolute_error: 0.3354, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7106, predictive_accuracy: 0.7214, prior_entropy: 0.9331, recall: 0.7214, relative_absolute_error: 0.738, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4265, root_relative_squared_error: 0.8948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6604, f_measure: 0.6888, kappa: 0.3181, kb_relative_information_score: 0.2842, mean_absolute_error: 0.3125, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.6903, predictive_accuracy: 0.6875, prior_entropy: 0.9331, recall: 0.6875, relative_absolute_error: 0.6876, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.559, root_relative_squared_error: 1.1728,

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

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

OpenML APIs