Task
Supervised Classification on credit-approval

Supervised Classification on credit-approval

Task 29 Supervised Classification credit-approval 21231 runs submitted
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  • at2 basic ComplexWorkflows mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_70 study_73 study_98 study_99 under100k under1m
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21231 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.8627, kappa: 0.7237, kb_relative_information_score: 0.5969, mean_absolute_error: 0.2136, mean_prior_absolute_error: 0.494, weighted_recall: 0.8623, number_of_instances: 690, precision: 0.8657, predictive_accuracy: 0.8623, prior_entropy: 0.9912, relative_absolute_error: 0.4325, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3253, root_relative_squared_error: 0.6545, unweighted_recall: 0.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.8583, kappa: 0.7141, kb_relative_information_score: 0.6121, mean_absolute_error: 0.2021, mean_prior_absolute_error: 0.494, weighted_recall: 0.858, number_of_instances: 690, precision: 0.8598, predictive_accuracy: 0.858, prior_entropy: 0.9912, relative_absolute_error: 0.4091, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.336, root_relative_squared_error: 0.676, unweighted_recall: 0.8591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8611, kappa: 0.7194, kb_relative_information_score: 0.6043, mean_absolute_error: 0.2111, mean_prior_absolute_error: 0.494, weighted_recall: 0.8609, number_of_instances: 690, precision: 0.8618, predictive_accuracy: 0.8609, prior_entropy: 0.9912, relative_absolute_error: 0.4275, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3121, root_relative_squared_error: 0.628, unweighted_recall: 0.8611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.8568, kappa: 0.7109, kb_relative_information_score: 0.5713, mean_absolute_error: 0.2278, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8579, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4611, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3327, root_relative_squared_error: 0.6695, unweighted_recall: 0.8572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9383, f_measure: 0.8712, kappa: 0.74, kb_relative_information_score: 0.6206, mean_absolute_error: 0.2027, mean_prior_absolute_error: 0.494, weighted_recall: 0.871, number_of_instances: 690, precision: 0.8721, predictive_accuracy: 0.871, prior_entropy: 0.9912, relative_absolute_error: 0.4103, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3063, root_relative_squared_error: 0.6164, unweighted_recall: 0.8715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.926, f_measure: 0.8536, kappa: 0.7037, kb_relative_information_score: 0.6162, mean_absolute_error: 0.2011, mean_prior_absolute_error: 0.494, weighted_recall: 0.8536, number_of_instances: 690, precision: 0.8537, predictive_accuracy: 0.8536, prior_entropy: 0.9912, relative_absolute_error: 0.407, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3203, root_relative_squared_error: 0.6444, unweighted_recall: 0.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9218, f_measure: 0.864, kappa: 0.7251, kb_relative_information_score: 0.612, mean_absolute_error: 0.2045, mean_prior_absolute_error: 0.494, weighted_recall: 0.8638, number_of_instances: 690, precision: 0.8645, predictive_accuracy: 0.8638, prior_entropy: 0.9912, relative_absolute_error: 0.4141, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3207, root_relative_squared_error: 0.6453, unweighted_recall: 0.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.874, kappa: 0.7453, kb_relative_information_score: 0.6357, mean_absolute_error: 0.1929, mean_prior_absolute_error: 0.494, weighted_recall: 0.8739, number_of_instances: 690, precision: 0.8744, predictive_accuracy: 0.8739, prior_entropy: 0.9912, relative_absolute_error: 0.3906, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3039, root_relative_squared_error: 0.6116, unweighted_recall: 0.8735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.8584, kappa: 0.7159, kb_relative_information_score: 0.5801, mean_absolute_error: 0.2242, mean_prior_absolute_error: 0.494, weighted_recall: 0.858, number_of_instances: 690, precision: 0.864, predictive_accuracy: 0.858, prior_entropy: 0.9912, relative_absolute_error: 0.4539, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3272, root_relative_squared_error: 0.6585, unweighted_recall: 0.8624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9286, f_measure: 0.8699, kappa: 0.7375, kb_relative_information_score: 0.5928, mean_absolute_error: 0.2175, mean_prior_absolute_error: 0.494, weighted_recall: 0.8696, number_of_instances: 690, precision: 0.8713, predictive_accuracy: 0.8696, prior_entropy: 0.9912, relative_absolute_error: 0.4403, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3156, root_relative_squared_error: 0.635, unweighted_recall: 0.8709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9367, f_measure: 0.8669, kappa: 0.7309, kb_relative_information_score: 0.5975, mean_absolute_error: 0.2153, mean_prior_absolute_error: 0.494, weighted_recall: 0.8667, number_of_instances: 690, precision: 0.8674, predictive_accuracy: 0.8667, prior_entropy: 0.9912, relative_absolute_error: 0.436, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3108, root_relative_squared_error: 0.6254, unweighted_recall: 0.8666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.8769, kappa: 0.7512, kb_relative_information_score: 0.6488, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.494, weighted_recall: 0.8768, number_of_instances: 690, precision: 0.8772, predictive_accuracy: 0.8768, prior_entropy: 0.9912, relative_absolute_error: 0.375, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3088, root_relative_squared_error: 0.6214, unweighted_recall: 0.8764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.8554, kappa: 0.7116, kb_relative_information_score: 0.4965, mean_absolute_error: 0.2733, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8663, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.5534, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3328, root_relative_squared_error: 0.6697, unweighted_recall: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9179, f_measure: 0.854, kappa: 0.7062, kb_relative_information_score: 0.5935, mean_absolute_error: 0.2161, mean_prior_absolute_error: 0.494, weighted_recall: 0.8536, number_of_instances: 690, precision: 0.8571, predictive_accuracy: 0.8536, prior_entropy: 0.9912, relative_absolute_error: 0.4376, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.6475, unweighted_recall: 0.8562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.8683, kappa: 0.7341, kb_relative_information_score: 0.5886, mean_absolute_error: 0.2179, mean_prior_absolute_error: 0.494, weighted_recall: 0.8681, number_of_instances: 690, precision: 0.8692, predictive_accuracy: 0.8681, prior_entropy: 0.9912, relative_absolute_error: 0.4411, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3289, root_relative_squared_error: 0.6619, unweighted_recall: 0.8686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.919, f_measure: 0.8477, kappa: 0.6914, kb_relative_information_score: 0.609, mean_absolute_error: 0.2031, mean_prior_absolute_error: 0.494, weighted_recall: 0.8478, number_of_instances: 690, precision: 0.8477, predictive_accuracy: 0.8478, prior_entropy: 0.9912, relative_absolute_error: 0.4113, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.6637, unweighted_recall: 0.8451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.864, kappa: 0.7251, kb_relative_information_score: 0.6195, mean_absolute_error: 0.2013, mean_prior_absolute_error: 0.494, weighted_recall: 0.8638, number_of_instances: 690, precision: 0.8645, predictive_accuracy: 0.8638, prior_entropy: 0.9912, relative_absolute_error: 0.4075, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3136, root_relative_squared_error: 0.631, unweighted_recall: 0.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9255, f_measure: 0.874, kappa: 0.7453, kb_relative_information_score: 0.6644, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.494, weighted_recall: 0.8739, number_of_instances: 690, precision: 0.8744, predictive_accuracy: 0.8739, prior_entropy: 0.9912, relative_absolute_error: 0.3512, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3187, root_relative_squared_error: 0.6412, unweighted_recall: 0.8735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9154, f_measure: 0.8655, kappa: 0.7283, kb_relative_information_score: 0.6006, mean_absolute_error: 0.211, mean_prior_absolute_error: 0.494, weighted_recall: 0.8652, number_of_instances: 690, precision: 0.8663, predictive_accuracy: 0.8652, prior_entropy: 0.9912, relative_absolute_error: 0.4273, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3254, root_relative_squared_error: 0.6549, unweighted_recall: 0.8657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9342, f_measure: 0.868, kappa: 0.7327, kb_relative_information_score: 0.6283, mean_absolute_error: 0.1958, mean_prior_absolute_error: 0.494, weighted_recall: 0.8681, number_of_instances: 690, precision: 0.868, predictive_accuracy: 0.8681, prior_entropy: 0.9912, relative_absolute_error: 0.3963, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3125, root_relative_squared_error: 0.6289, unweighted_recall: 0.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, f_measure: 0.8581, kappa: 0.713, kb_relative_information_score: 0.6047, mean_absolute_error: 0.2074, mean_prior_absolute_error: 0.494, weighted_recall: 0.858, number_of_instances: 690, precision: 0.8584, predictive_accuracy: 0.858, prior_entropy: 0.9912, relative_absolute_error: 0.4199, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3282, root_relative_squared_error: 0.6604, unweighted_recall: 0.8572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9232, f_measure: 0.8594, kappa: 0.7153, kb_relative_information_score: 0.637, mean_absolute_error: 0.1878, mean_prior_absolute_error: 0.494, weighted_recall: 0.8594, number_of_instances: 690, precision: 0.8594, predictive_accuracy: 0.8594, prior_entropy: 0.9912, relative_absolute_error: 0.3802, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.6521, unweighted_recall: 0.8575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, f_measure: 0.8553, kappa: 0.7077, kb_relative_information_score: 0.6215, mean_absolute_error: 0.1973, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8561, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.3994, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3289, root_relative_squared_error: 0.6618, unweighted_recall: 0.8552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9333, f_measure: 0.8668, kappa: 0.7306, kb_relative_information_score: 0.652, mean_absolute_error: 0.1817, mean_prior_absolute_error: 0.494, weighted_recall: 0.8667, number_of_instances: 690, precision: 0.867, predictive_accuracy: 0.8667, prior_entropy: 0.9912, relative_absolute_error: 0.3678, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3078, root_relative_squared_error: 0.6193, unweighted_recall: 0.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9191, f_measure: 0.8598, kappa: 0.7182, kb_relative_information_score: 0.6093, mean_absolute_error: 0.2074, mean_prior_absolute_error: 0.494, weighted_recall: 0.8594, number_of_instances: 690, precision: 0.8637, predictive_accuracy: 0.8594, prior_entropy: 0.9912, relative_absolute_error: 0.4198, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3196, root_relative_squared_error: 0.643, unweighted_recall: 0.8627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, f_measure: 0.8624, kappa: 0.7217, kb_relative_information_score: 0.6597, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.494, weighted_recall: 0.8623, number_of_instances: 690, precision: 0.8626, predictive_accuracy: 0.8623, prior_entropy: 0.9912, relative_absolute_error: 0.3564, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3122, root_relative_squared_error: 0.6283, unweighted_recall: 0.8614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.8713, kappa: 0.7401, kb_relative_information_score: 0.6144, mean_absolute_error: 0.2053, mean_prior_absolute_error: 0.494, weighted_recall: 0.871, number_of_instances: 690, precision: 0.8723, predictive_accuracy: 0.871, prior_entropy: 0.9912, relative_absolute_error: 0.4157, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3092, root_relative_squared_error: 0.6221, unweighted_recall: 0.8719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.923, f_measure: 0.8477, kappa: 0.6916, kb_relative_information_score: 0.6401, mean_absolute_error: 0.1851, mean_prior_absolute_error: 0.494, weighted_recall: 0.8478, number_of_instances: 690, precision: 0.8477, predictive_accuracy: 0.8478, prior_entropy: 0.9912, relative_absolute_error: 0.3748, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.659, unweighted_recall: 0.8455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.8494, kappa: 0.6954, kb_relative_information_score: 0.6422, mean_absolute_error: 0.1836, mean_prior_absolute_error: 0.494, weighted_recall: 0.8493, number_of_instances: 690, precision: 0.8497, predictive_accuracy: 0.8493, prior_entropy: 0.9912, relative_absolute_error: 0.3718, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3286, root_relative_squared_error: 0.6612, unweighted_recall: 0.8484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.8554, kappa: 0.7116, kb_relative_information_score: 0.5413, mean_absolute_error: 0.2465, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8663, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.499, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.337, root_relative_squared_error: 0.6781, unweighted_recall: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9342, f_measure: 0.8654, kappa: 0.7281, kb_relative_information_score: 0.6278, mean_absolute_error: 0.1964, mean_prior_absolute_error: 0.494, weighted_recall: 0.8652, number_of_instances: 690, precision: 0.8661, predictive_accuracy: 0.8652, prior_entropy: 0.9912, relative_absolute_error: 0.3976, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3102, root_relative_squared_error: 0.6243, unweighted_recall: 0.8653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.8655, kappa: 0.7286, kb_relative_information_score: 0.6061, mean_absolute_error: 0.2089, mean_prior_absolute_error: 0.494, weighted_recall: 0.8652, number_of_instances: 690, precision: 0.8668, predictive_accuracy: 0.8652, prior_entropy: 0.9912, relative_absolute_error: 0.4229, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.647, unweighted_recall: 0.8663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.8696, kappa: 0.7359, kb_relative_information_score: 0.6615, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.494, weighted_recall: 0.8696, number_of_instances: 690, precision: 0.8696, predictive_accuracy: 0.8696, prior_entropy: 0.9912, relative_absolute_error: 0.3546, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3148, root_relative_squared_error: 0.6334, unweighted_recall: 0.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9266, f_measure: 0.8668, kappa: 0.7306, kb_relative_information_score: 0.6298, mean_absolute_error: 0.1952, mean_prior_absolute_error: 0.494, weighted_recall: 0.8667, number_of_instances: 690, precision: 0.867, predictive_accuracy: 0.8667, prior_entropy: 0.9912, relative_absolute_error: 0.3952, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3159, root_relative_squared_error: 0.6357, unweighted_recall: 0.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, f_measure: 0.8554, kappa: 0.7116, kb_relative_information_score: 0.4638, mean_absolute_error: 0.2912, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8663, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.5895, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.346, root_relative_squared_error: 0.6963, unweighted_recall: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9128, f_measure: 0.867, kappa: 0.7321, kb_relative_information_score: 0.5919, mean_absolute_error: 0.2167, mean_prior_absolute_error: 0.494, weighted_recall: 0.8667, number_of_instances: 690, precision: 0.8695, predictive_accuracy: 0.8667, prior_entropy: 0.9912, relative_absolute_error: 0.4386, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3266, root_relative_squared_error: 0.6572, unweighted_recall: 0.8689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.8683, kappa: 0.7341, kb_relative_information_score: 0.6121, mean_absolute_error: 0.2055, mean_prior_absolute_error: 0.494, weighted_recall: 0.8681, number_of_instances: 690, precision: 0.8692, predictive_accuracy: 0.8681, prior_entropy: 0.9912, relative_absolute_error: 0.416, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3189, root_relative_squared_error: 0.6416, unweighted_recall: 0.8686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9216, f_measure: 0.8584, kappa: 0.7148, kb_relative_information_score: 0.6058, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.494, weighted_recall: 0.858, number_of_instances: 690, precision: 0.8612, predictive_accuracy: 0.858, prior_entropy: 0.9912, relative_absolute_error: 0.4213, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.6477, unweighted_recall: 0.8604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9198, f_measure: 0.8642, kappa: 0.727, kb_relative_information_score: 0.5714, mean_absolute_error: 0.2302, mean_prior_absolute_error: 0.494, weighted_recall: 0.8638, number_of_instances: 690, precision: 0.8683, predictive_accuracy: 0.8638, prior_entropy: 0.9912, relative_absolute_error: 0.466, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3206, root_relative_squared_error: 0.6451, unweighted_recall: 0.8673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9327, f_measure: 0.871, kappa: 0.7388, kb_relative_information_score: 0.64, mean_absolute_error: 0.1891, mean_prior_absolute_error: 0.494, weighted_recall: 0.871, number_of_instances: 690, precision: 0.871, predictive_accuracy: 0.871, prior_entropy: 0.9912, relative_absolute_error: 0.3827, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3107, root_relative_squared_error: 0.6252, unweighted_recall: 0.8693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.924, f_measure: 0.8522, kappa: 0.7007, kb_relative_information_score: 0.6184, mean_absolute_error: 0.199, mean_prior_absolute_error: 0.494, weighted_recall: 0.8522, number_of_instances: 690, precision: 0.8522, predictive_accuracy: 0.8522, prior_entropy: 0.9912, relative_absolute_error: 0.4028, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.6484, unweighted_recall: 0.8504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.8581, kappa: 0.713, kb_relative_information_score: 0.601, mean_absolute_error: 0.2118, mean_prior_absolute_error: 0.494, weighted_recall: 0.858, number_of_instances: 690, precision: 0.8584, predictive_accuracy: 0.858, prior_entropy: 0.9912, relative_absolute_error: 0.4288, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3162, root_relative_squared_error: 0.6364, unweighted_recall: 0.8572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9354, f_measure: 0.874, kappa: 0.7453, kb_relative_information_score: 0.6343, mean_absolute_error: 0.1943, mean_prior_absolute_error: 0.494, weighted_recall: 0.8739, number_of_instances: 690, precision: 0.8744, predictive_accuracy: 0.8739, prior_entropy: 0.9912, relative_absolute_error: 0.3933, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3061, root_relative_squared_error: 0.6159, unweighted_recall: 0.8735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.8569, kappa: 0.7118, kb_relative_information_score: 0.565, mean_absolute_error: 0.2333, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8595, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4723, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3234, root_relative_squared_error: 0.6508, unweighted_recall: 0.8588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.8695, kappa: 0.7358, kb_relative_information_score: 0.6483, mean_absolute_error: 0.1848, mean_prior_absolute_error: 0.494, weighted_recall: 0.8696, number_of_instances: 690, precision: 0.8695, predictive_accuracy: 0.8696, prior_entropy: 0.9912, relative_absolute_error: 0.3742, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3121, root_relative_squared_error: 0.6281, unweighted_recall: 0.8676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9223, f_measure: 0.867, kappa: 0.7323, kb_relative_information_score: 0.5714, mean_absolute_error: 0.2305, mean_prior_absolute_error: 0.494, weighted_recall: 0.8667, number_of_instances: 690, precision: 0.8699, predictive_accuracy: 0.8667, prior_entropy: 0.9912, relative_absolute_error: 0.4667, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.32, root_relative_squared_error: 0.6439, unweighted_recall: 0.8692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.8511, kappa: 0.7025, kb_relative_information_score: 0.5659, mean_absolute_error: 0.2332, mean_prior_absolute_error: 0.494, weighted_recall: 0.8507, number_of_instances: 690, precision: 0.8601, predictive_accuracy: 0.8507, prior_entropy: 0.9912, relative_absolute_error: 0.4721, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3247, root_relative_squared_error: 0.6534, unweighted_recall: 0.8568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9223, f_measure: 0.8434, kappa: 0.6827, kb_relative_information_score: 0.6396, mean_absolute_error: 0.1841, mean_prior_absolute_error: 0.494, weighted_recall: 0.8435, number_of_instances: 690, precision: 0.8433, predictive_accuracy: 0.8435, prior_entropy: 0.9912, relative_absolute_error: 0.3728, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3295, root_relative_squared_error: 0.6631, unweighted_recall: 0.8409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.8567, kappa: 0.7102, kb_relative_information_score: 0.6125, mean_absolute_error: 0.203, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.857, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.411, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3239, root_relative_squared_error: 0.6518, unweighted_recall: 0.8559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.8554, kappa: 0.7116, kb_relative_information_score: 0.5223, mean_absolute_error: 0.2584, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8663, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.5231, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3336, root_relative_squared_error: 0.6712, unweighted_recall: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.8554, kappa: 0.7116, kb_relative_information_score: 0.479, mean_absolute_error: 0.2825, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8663, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.5718, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3383, root_relative_squared_error: 0.6808, unweighted_recall: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9224, f_measure: 0.8684, kappa: 0.7346, kb_relative_information_score: 0.6129, mean_absolute_error: 0.205, mean_prior_absolute_error: 0.494, weighted_recall: 0.8681, number_of_instances: 690, precision: 0.87, predictive_accuracy: 0.8681, prior_entropy: 0.9912, relative_absolute_error: 0.415, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3208, root_relative_squared_error: 0.6455, unweighted_recall: 0.8696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9192, f_measure: 0.8611, kappa: 0.7194, kb_relative_information_score: 0.614, mean_absolute_error: 0.2036, mean_prior_absolute_error: 0.494, weighted_recall: 0.8609, number_of_instances: 690, precision: 0.8618, predictive_accuracy: 0.8609, prior_entropy: 0.9912, relative_absolute_error: 0.4122, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.6469, unweighted_recall: 0.8611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9223, f_measure: 0.8583, kappa: 0.7141, kb_relative_information_score: 0.6032, mean_absolute_error: 0.2093, mean_prior_absolute_error: 0.494, weighted_recall: 0.858, number_of_instances: 690, precision: 0.8598, predictive_accuracy: 0.858, prior_entropy: 0.9912, relative_absolute_error: 0.4238, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.6467, unweighted_recall: 0.8591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.864, kappa: 0.7254, kb_relative_information_score: 0.6268, mean_absolute_error: 0.195, mean_prior_absolute_error: 0.494, weighted_recall: 0.8638, number_of_instances: 690, precision: 0.865, predictive_accuracy: 0.8638, prior_entropy: 0.9912, relative_absolute_error: 0.3948, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3237, root_relative_squared_error: 0.6514, unweighted_recall: 0.8644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8656, kappa: 0.7302, kb_relative_information_score: 0.5904, mean_absolute_error: 0.2182, mean_prior_absolute_error: 0.494, weighted_recall: 0.8652, number_of_instances: 690, precision: 0.8705, predictive_accuracy: 0.8652, prior_entropy: 0.9912, relative_absolute_error: 0.4418, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3223, root_relative_squared_error: 0.6486, unweighted_recall: 0.8692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.8539, kappa: 0.7049, kb_relative_information_score: 0.6229, mean_absolute_error: 0.1964, mean_prior_absolute_error: 0.494, weighted_recall: 0.8536, number_of_instances: 690, precision: 0.8547, predictive_accuracy: 0.8536, prior_entropy: 0.9912, relative_absolute_error: 0.3976, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.32, root_relative_squared_error: 0.6439, unweighted_recall: 0.8539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9084, f_measure: 0.8497, kappa: 0.6982, kb_relative_information_score: 0.5439, mean_absolute_error: 0.2447, mean_prior_absolute_error: 0.494, weighted_recall: 0.8493, number_of_instances: 690, precision: 0.8543, predictive_accuracy: 0.8493, prior_entropy: 0.9912, relative_absolute_error: 0.4954, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3321, root_relative_squared_error: 0.6682, unweighted_recall: 0.8529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.871, kappa: 0.7389, kb_relative_information_score: 0.6257, mean_absolute_error: 0.1983, mean_prior_absolute_error: 0.494, weighted_recall: 0.871, number_of_instances: 690, precision: 0.8711, predictive_accuracy: 0.871, prior_entropy: 0.9912, relative_absolute_error: 0.4015, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3121, root_relative_squared_error: 0.6281, unweighted_recall: 0.8696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9169, f_measure: 0.8422, kappa: 0.6809, kb_relative_information_score: 0.6396, mean_absolute_error: 0.1835, mean_prior_absolute_error: 0.494, weighted_recall: 0.842, number_of_instances: 690, precision: 0.8425, predictive_accuracy: 0.842, prior_entropy: 0.9912, relative_absolute_error: 0.3715, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3373, root_relative_squared_error: 0.6788, unweighted_recall: 0.8412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9362, f_measure: 0.8741, kappa: 0.7455, kb_relative_information_score: 0.6215, mean_absolute_error: 0.2008, mean_prior_absolute_error: 0.494, weighted_recall: 0.8739, number_of_instances: 690, precision: 0.8745, predictive_accuracy: 0.8739, prior_entropy: 0.9912, relative_absolute_error: 0.4064, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3094, root_relative_squared_error: 0.6225, unweighted_recall: 0.8738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.8811, kappa: 0.7592, kb_relative_information_score: 0.6579, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.494, weighted_recall: 0.8812, number_of_instances: 690, precision: 0.8811, predictive_accuracy: 0.8812, prior_entropy: 0.9912, relative_absolute_error: 0.364, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3049, root_relative_squared_error: 0.6136, unweighted_recall: 0.8794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.931, f_measure: 0.8683, kappa: 0.7336, kb_relative_information_score: 0.6448, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.494, weighted_recall: 0.8681, number_of_instances: 690, precision: 0.8686, predictive_accuracy: 0.8681, prior_entropy: 0.9912, relative_absolute_error: 0.3758, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3156, root_relative_squared_error: 0.635, unweighted_recall: 0.8676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9215, f_measure: 0.8598, kappa: 0.7173, kb_relative_information_score: 0.5803, mean_absolute_error: 0.2237, mean_prior_absolute_error: 0.494, weighted_recall: 0.8594, number_of_instances: 690, precision: 0.8617, predictive_accuracy: 0.8594, prior_entropy: 0.9912, relative_absolute_error: 0.4528, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3235, root_relative_squared_error: 0.651, unweighted_recall: 0.8611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9109, f_measure: 0.8434, kappa: 0.6829, kb_relative_information_score: 0.6371, mean_absolute_error: 0.1842, mean_prior_absolute_error: 0.494, weighted_recall: 0.8435, number_of_instances: 690, precision: 0.8434, predictive_accuracy: 0.8435, prior_entropy: 0.9912, relative_absolute_error: 0.3729, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3461, root_relative_squared_error: 0.6964, unweighted_recall: 0.8412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9239, f_measure: 0.8624, kappa: 0.7215, kb_relative_information_score: 0.642, mean_absolute_error: 0.1864, mean_prior_absolute_error: 0.494, weighted_recall: 0.8623, number_of_instances: 690, precision: 0.8625, predictive_accuracy: 0.8623, prior_entropy: 0.9912, relative_absolute_error: 0.3774, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3168, root_relative_squared_error: 0.6375, unweighted_recall: 0.8611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9141, f_measure: 0.8698, kappa: 0.7371, kb_relative_information_score: 0.6101, mean_absolute_error: 0.2061, mean_prior_absolute_error: 0.494, weighted_recall: 0.8696, number_of_instances: 690, precision: 0.8708, predictive_accuracy: 0.8696, prior_entropy: 0.9912, relative_absolute_error: 0.4173, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.6484, unweighted_recall: 0.8702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.914, f_measure: 0.8641, kappa: 0.7265, kb_relative_information_score: 0.604, mean_absolute_error: 0.2097, mean_prior_absolute_error: 0.494, weighted_recall: 0.8638, number_of_instances: 690, precision: 0.867, predictive_accuracy: 0.8638, prior_entropy: 0.9912, relative_absolute_error: 0.4245, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.6533, unweighted_recall: 0.8663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.8699, kappa: 0.7376, kb_relative_information_score: 0.6082, mean_absolute_error: 0.2075, mean_prior_absolute_error: 0.494, weighted_recall: 0.8696, number_of_instances: 690, precision: 0.8716, predictive_accuracy: 0.8696, prior_entropy: 0.9912, relative_absolute_error: 0.42, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.323, root_relative_squared_error: 0.65, unweighted_recall: 0.8712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8709, kappa: 0.7386, kb_relative_information_score: 0.6424, mean_absolute_error: 0.1862, mean_prior_absolute_error: 0.494, weighted_recall: 0.871, number_of_instances: 690, precision: 0.8709, predictive_accuracy: 0.871, prior_entropy: 0.9912, relative_absolute_error: 0.377, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3133, root_relative_squared_error: 0.6305, unweighted_recall: 0.8689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.874, kappa: 0.745, kb_relative_information_score: 0.6564, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.494, weighted_recall: 0.8739, number_of_instances: 690, precision: 0.8741, predictive_accuracy: 0.8739, prior_entropy: 0.9912, relative_absolute_error: 0.3612, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.317, root_relative_squared_error: 0.6379, unweighted_recall: 0.8728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, f_measure: 0.8551, kappa: 0.7066, kb_relative_information_score: 0.6136, mean_absolute_error: 0.2012, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8551, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.4074, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.6593, unweighted_recall: 0.8533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.8627, kappa: 0.7235, kb_relative_information_score: 0.6015, mean_absolute_error: 0.2118, mean_prior_absolute_error: 0.494, weighted_recall: 0.8623, number_of_instances: 690, precision: 0.8653, predictive_accuracy: 0.8623, prior_entropy: 0.9912, relative_absolute_error: 0.4287, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3203, root_relative_squared_error: 0.6446, unweighted_recall: 0.8647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.8539, kappa: 0.7049, kb_relative_information_score: 0.6328, mean_absolute_error: 0.1885, mean_prior_absolute_error: 0.494, weighted_recall: 0.8536, number_of_instances: 690, precision: 0.8547, predictive_accuracy: 0.8536, prior_entropy: 0.9912, relative_absolute_error: 0.3817, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3341, root_relative_squared_error: 0.6723, unweighted_recall: 0.8539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9245, f_measure: 0.8654, kappa: 0.7281, kb_relative_information_score: 0.6427, mean_absolute_error: 0.1865, mean_prior_absolute_error: 0.494, weighted_recall: 0.8652, number_of_instances: 690, precision: 0.8661, predictive_accuracy: 0.8652, prior_entropy: 0.9912, relative_absolute_error: 0.3776, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3187, root_relative_squared_error: 0.6414, unweighted_recall: 0.8653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.915, f_measure: 0.8416, kappa: 0.6786, kb_relative_information_score: 0.6384, mean_absolute_error: 0.1835, mean_prior_absolute_error: 0.494, weighted_recall: 0.842, number_of_instances: 690, precision: 0.8419, predictive_accuracy: 0.842, prior_entropy: 0.9912, relative_absolute_error: 0.3715, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.34, root_relative_squared_error: 0.6842, unweighted_recall: 0.8377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9138, f_measure: 0.8584, kappa: 0.7158, kb_relative_information_score: 0.583, mean_absolute_error: 0.2226, mean_prior_absolute_error: 0.494, weighted_recall: 0.858, number_of_instances: 690, precision: 0.8635, predictive_accuracy: 0.858, prior_entropy: 0.9912, relative_absolute_error: 0.4506, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.6521, unweighted_recall: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9154, f_measure: 0.8655, kappa: 0.7284, kb_relative_information_score: 0.6187, mean_absolute_error: 0.2003, mean_prior_absolute_error: 0.494, weighted_recall: 0.8652, number_of_instances: 690, precision: 0.8666, predictive_accuracy: 0.8652, prior_entropy: 0.9912, relative_absolute_error: 0.4054, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.6556, unweighted_recall: 0.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.936, f_measure: 0.8711, kappa: 0.7393, kb_relative_information_score: 0.6315, mean_absolute_error: 0.1945, mean_prior_absolute_error: 0.494, weighted_recall: 0.871, number_of_instances: 690, precision: 0.8713, predictive_accuracy: 0.871, prior_entropy: 0.9912, relative_absolute_error: 0.3937, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3099, root_relative_squared_error: 0.6235, unweighted_recall: 0.8702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9216, f_measure: 0.8612, kappa: 0.72, kb_relative_information_score: 0.6232, mean_absolute_error: 0.1975, mean_prior_absolute_error: 0.494, weighted_recall: 0.8609, number_of_instances: 690, precision: 0.8627, predictive_accuracy: 0.8609, prior_entropy: 0.9912, relative_absolute_error: 0.3997, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.6489, unweighted_recall: 0.8621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.8656, kappa: 0.7305, kb_relative_information_score: 0.5768, mean_absolute_error: 0.2269, mean_prior_absolute_error: 0.494, weighted_recall: 0.8652, number_of_instances: 690, precision: 0.8716, predictive_accuracy: 0.8652, prior_entropy: 0.9912, relative_absolute_error: 0.4594, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.6503, unweighted_recall: 0.8699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8638, kappa: 0.7244, kb_relative_information_score: 0.6347, mean_absolute_error: 0.1902, mean_prior_absolute_error: 0.494, weighted_recall: 0.8638, number_of_instances: 690, precision: 0.8639, predictive_accuracy: 0.8638, prior_entropy: 0.9912, relative_absolute_error: 0.385, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.642, unweighted_recall: 0.8624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4938, kb_relative_information_score: 0.0001, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.494, weighted_recall: 0.5551, number_of_instances: 690, predictive_accuracy: 0.5551, prior_entropy: 0.9912, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.497, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.931, f_measure: 0.867, kappa: 0.7316, kb_relative_information_score: 0.6198, mean_absolute_error: 0.2008, mean_prior_absolute_error: 0.494, weighted_recall: 0.8667, number_of_instances: 690, precision: 0.8684, predictive_accuracy: 0.8667, prior_entropy: 0.9912, relative_absolute_error: 0.4064, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3148, root_relative_squared_error: 0.6335, unweighted_recall: 0.8679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.915, f_measure: 0.8613, kappa: 0.7212, kb_relative_information_score: 0.5863, mean_absolute_error: 0.2208, mean_prior_absolute_error: 0.494, weighted_recall: 0.8609, number_of_instances: 690, precision: 0.8654, predictive_accuracy: 0.8609, prior_entropy: 0.9912, relative_absolute_error: 0.4471, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3247, root_relative_squared_error: 0.6533, unweighted_recall: 0.8643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.8697, kappa: 0.7366, kb_relative_information_score: 0.6727, mean_absolute_error: 0.1683, mean_prior_absolute_error: 0.494, weighted_recall: 0.8696, number_of_instances: 690, precision: 0.8701, predictive_accuracy: 0.8696, prior_entropy: 0.9912, relative_absolute_error: 0.3407, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3146, root_relative_squared_error: 0.633, unweighted_recall: 0.8693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9161, f_measure: 0.8656, kappa: 0.7291, kb_relative_information_score: 0.5993, mean_absolute_error: 0.2128, mean_prior_absolute_error: 0.494, weighted_recall: 0.8652, number_of_instances: 690, precision: 0.8678, predictive_accuracy: 0.8652, prior_entropy: 0.9912, relative_absolute_error: 0.4309, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.6515, unweighted_recall: 0.8673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, f_measure: 0.8624, kappa: 0.7217, kb_relative_information_score: 0.6413, mean_absolute_error: 0.1872, mean_prior_absolute_error: 0.494, weighted_recall: 0.8623, number_of_instances: 690, precision: 0.8626, predictive_accuracy: 0.8623, prior_entropy: 0.9912, relative_absolute_error: 0.379, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3167, root_relative_squared_error: 0.6373, unweighted_recall: 0.8614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, f_measure: 0.8476, kappa: 0.6912, kb_relative_information_score: 0.6446, mean_absolute_error: 0.1831, mean_prior_absolute_error: 0.494, weighted_recall: 0.8478, number_of_instances: 690, precision: 0.8476, predictive_accuracy: 0.8478, prior_entropy: 0.9912, relative_absolute_error: 0.3706, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3223, root_relative_squared_error: 0.6486, unweighted_recall: 0.8448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9229, f_measure: 0.8537, kappa: 0.7041, kb_relative_information_score: 0.63, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.494, weighted_recall: 0.8536, number_of_instances: 690, precision: 0.8539, predictive_accuracy: 0.8536, prior_entropy: 0.9912, relative_absolute_error: 0.3856, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3294, root_relative_squared_error: 0.6628, unweighted_recall: 0.8526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9302, f_measure: 0.8654, kappa: 0.7279, kb_relative_information_score: 0.6403, mean_absolute_error: 0.1893, mean_prior_absolute_error: 0.494, weighted_recall: 0.8652, number_of_instances: 690, precision: 0.8659, predictive_accuracy: 0.8652, prior_entropy: 0.9912, relative_absolute_error: 0.3833, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3081, root_relative_squared_error: 0.6201, unweighted_recall: 0.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.857, kappa: 0.7133, kb_relative_information_score: 0.5617, mean_absolute_error: 0.2355, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8634, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4767, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3249, root_relative_squared_error: 0.6538, unweighted_recall: 0.8614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9156, f_measure: 0.8683, kappa: 0.7338, kb_relative_information_score: 0.6186, mean_absolute_error: 0.2008, mean_prior_absolute_error: 0.494, weighted_recall: 0.8681, number_of_instances: 690, precision: 0.8687, predictive_accuracy: 0.8681, prior_entropy: 0.9912, relative_absolute_error: 0.4065, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3237, root_relative_squared_error: 0.6514, unweighted_recall: 0.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9311, f_measure: 0.8712, kappa: 0.7398, kb_relative_information_score: 0.6235, mean_absolute_error: 0.1992, mean_prior_absolute_error: 0.494, weighted_recall: 0.871, number_of_instances: 690, precision: 0.8718, predictive_accuracy: 0.871, prior_entropy: 0.9912, relative_absolute_error: 0.4033, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3116, root_relative_squared_error: 0.6271, unweighted_recall: 0.8712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9285, f_measure: 0.8621, kappa: 0.7204, kb_relative_information_score: 0.6465, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.494, weighted_recall: 0.8623, number_of_instances: 690, precision: 0.8622, predictive_accuracy: 0.8623, prior_entropy: 0.9912, relative_absolute_error: 0.372, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3187, root_relative_squared_error: 0.6413, unweighted_recall: 0.8592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.8451, kappa: 0.6868, kb_relative_information_score: 0.6198, mean_absolute_error: 0.1952, mean_prior_absolute_error: 0.494, weighted_recall: 0.8449, number_of_instances: 690, precision: 0.8454, predictive_accuracy: 0.8449, prior_entropy: 0.9912, relative_absolute_error: 0.3951, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3496, root_relative_squared_error: 0.7036, unweighted_recall: 0.8442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.8656, kappa: 0.7302, kb_relative_information_score: 0.5602, mean_absolute_error: 0.2373, mean_prior_absolute_error: 0.494, weighted_recall: 0.8652, number_of_instances: 690, precision: 0.8705, predictive_accuracy: 0.8652, prior_entropy: 0.9912, relative_absolute_error: 0.4805, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.318, root_relative_squared_error: 0.64, unweighted_recall: 0.8692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9324, f_measure: 0.8769, kappa: 0.7512, kb_relative_information_score: 0.6427, mean_absolute_error: 0.1882, mean_prior_absolute_error: 0.494, weighted_recall: 0.8768, number_of_instances: 690, precision: 0.8772, predictive_accuracy: 0.8768, prior_entropy: 0.9912, relative_absolute_error: 0.3811, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3087, root_relative_squared_error: 0.6211, unweighted_recall: 0.8764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9237, f_measure: 0.8597, kappa: 0.7166, kb_relative_information_score: 0.5949, mean_absolute_error: 0.2159, mean_prior_absolute_error: 0.494, weighted_recall: 0.8594, number_of_instances: 690, precision: 0.8605, predictive_accuracy: 0.8594, prior_entropy: 0.9912, relative_absolute_error: 0.437, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3178, root_relative_squared_error: 0.6395, unweighted_recall: 0.8598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.8596, kappa: 0.7164, kb_relative_information_score: 0.6348, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.494, weighted_recall: 0.8594, number_of_instances: 690, precision: 0.8603, predictive_accuracy: 0.8594, prior_entropy: 0.9912, relative_absolute_error: 0.3857, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3096, root_relative_squared_error: 0.623, unweighted_recall: 0.8595,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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

OpenML APIs