OpenML
Supervised Classification on letter

Supervised Classification on letter

Task 6 Supervised Classification letter 35040 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
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35040 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9583, kappa: 0.9566, kb_relative_information_score: 0.8504, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.074, weighted_recall: 0.9583, number_of_instances: 20000, precision: 0.9587, predictive_accuracy: 0.9583, prior_entropy: 4.6998, relative_absolute_error: 0.3333, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.085, root_relative_squared_error: 0.4418, unweighted_recall: 0.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.919, kappa: 0.9155, kb_relative_information_score: 0.8806, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.074, weighted_recall: 0.9188, number_of_instances: 20000, precision: 0.9201, predictive_accuracy: 0.9188, prior_entropy: 4.6998, relative_absolute_error: 0.2457, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0794, root_relative_squared_error: 0.4126, unweighted_recall: 0.9183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9628, kappa: 0.9613, kb_relative_information_score: 0.9105, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.074, weighted_recall: 0.9628, number_of_instances: 20000, precision: 0.963, predictive_accuracy: 0.9628, prior_entropy: 4.6998, relative_absolute_error: 0.2019, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0667, root_relative_squared_error: 0.3469, unweighted_recall: 0.9625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9392, kappa: 0.9366, kb_relative_information_score: 0.8752, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.074, weighted_recall: 0.9391, number_of_instances: 20000, precision: 0.9401, predictive_accuracy: 0.9391, prior_entropy: 4.6998, relative_absolute_error: 0.2655, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0801, root_relative_squared_error: 0.4167, unweighted_recall: 0.9386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9412, kappa: 0.9387, kb_relative_information_score: 0.8247, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.074, weighted_recall: 0.9411, number_of_instances: 20000, precision: 0.9426, predictive_accuracy: 0.9411, prior_entropy: 4.6998, relative_absolute_error: 0.3669, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0934, root_relative_squared_error: 0.4858, unweighted_recall: 0.9406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9682, kappa: 0.9669, kb_relative_information_score: 0.9171, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.074, weighted_recall: 0.9682, number_of_instances: 20000, precision: 0.9684, predictive_accuracy: 0.9682, prior_entropy: 4.6998, relative_absolute_error: 0.1929, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0636, root_relative_squared_error: 0.3305, unweighted_recall: 0.9679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.8974, kappa: 0.8929, kb_relative_information_score: 0.6897, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.074, weighted_recall: 0.8971, number_of_instances: 20000, precision: 0.9025, predictive_accuracy: 0.8971, prior_entropy: 4.6998, relative_absolute_error: 0.5916, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1255, root_relative_squared_error: 0.6525, unweighted_recall: 0.8964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9614, kappa: 0.9599, kb_relative_information_score: 0.9263, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.074, weighted_recall: 0.9614, number_of_instances: 20000, precision: 0.9617, predictive_accuracy: 0.9614, prior_entropy: 4.6998, relative_absolute_error: 0.1674, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0614, root_relative_squared_error: 0.3191, unweighted_recall: 0.9611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9667, kappa: 0.9653, kb_relative_information_score: 0.9301, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.074, weighted_recall: 0.9667, number_of_instances: 20000, precision: 0.9669, predictive_accuracy: 0.9667, prior_entropy: 4.6998, relative_absolute_error: 0.1615, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.3076, unweighted_recall: 0.9664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.959, kappa: 0.9574, kb_relative_information_score: 0.8479, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.074, weighted_recall: 0.959, number_of_instances: 20000, precision: 0.9595, predictive_accuracy: 0.959, prior_entropy: 4.6998, relative_absolute_error: 0.3379, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0856, root_relative_squared_error: 0.4454, unweighted_recall: 0.9587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.8746, kappa: 0.8681, kb_relative_information_score: 0.6575, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.074, weighted_recall: 0.8732, number_of_instances: 20000, precision: 0.8825, predictive_accuracy: 0.8732, prior_entropy: 4.6998, relative_absolute_error: 0.6283, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.6832, unweighted_recall: 0.8726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9556, kappa: 0.9538, kb_relative_information_score: 0.847, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.074, weighted_recall: 0.9556, number_of_instances: 20000, precision: 0.9562, predictive_accuracy: 0.9556, prior_entropy: 4.6998, relative_absolute_error: 0.3346, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0866, root_relative_squared_error: 0.4502, unweighted_recall: 0.9553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9596, kappa: 0.958, kb_relative_information_score: 0.9004, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.074, weighted_recall: 0.9596, number_of_instances: 20000, precision: 0.96, predictive_accuracy: 0.9596, prior_entropy: 4.6998, relative_absolute_error: 0.2243, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0702, root_relative_squared_error: 0.3652, unweighted_recall: 0.9593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9344, kappa: 0.9317, kb_relative_information_score: 0.8676, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.074, weighted_recall: 0.9343, number_of_instances: 20000, precision: 0.9356, predictive_accuracy: 0.9343, prior_entropy: 4.6998, relative_absolute_error: 0.281, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0822, root_relative_squared_error: 0.4273, unweighted_recall: 0.9339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9659, kappa: 0.9645, kb_relative_information_score: 0.9226, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.074, weighted_recall: 0.9659, number_of_instances: 20000, precision: 0.966, predictive_accuracy: 0.9659, prior_entropy: 4.6998, relative_absolute_error: 0.1783, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0621, root_relative_squared_error: 0.3229, unweighted_recall: 0.9656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.963, kappa: 0.9615, kb_relative_information_score: 0.9107, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.074, weighted_recall: 0.963, number_of_instances: 20000, precision: 0.9633, predictive_accuracy: 0.963, prior_entropy: 4.6998, relative_absolute_error: 0.2041, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0666, root_relative_squared_error: 0.3462, unweighted_recall: 0.9627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9624, kappa: 0.9608, kb_relative_information_score: 0.8845, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.074, weighted_recall: 0.9624, number_of_instances: 20000, precision: 0.9628, predictive_accuracy: 0.9624, prior_entropy: 4.6998, relative_absolute_error: 0.2614, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0749, root_relative_squared_error: 0.3897, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9531, kappa: 0.9512, kb_relative_information_score: 0.8231, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.074, weighted_recall: 0.9531, number_of_instances: 20000, precision: 0.9538, predictive_accuracy: 0.9531, prior_entropy: 4.6998, relative_absolute_error: 0.3858, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0929, root_relative_squared_error: 0.4831, unweighted_recall: 0.9527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.958, kappa: 0.9564, kb_relative_information_score: 0.8475, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.074, weighted_recall: 0.9581, number_of_instances: 20000, precision: 0.9585, predictive_accuracy: 0.9581, prior_entropy: 4.6998, relative_absolute_error: 0.3384, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0858, root_relative_squared_error: 0.4462, unweighted_recall: 0.9577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9607, kappa: 0.9591, kb_relative_information_score: 0.9, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.074, weighted_recall: 0.9607, number_of_instances: 20000, precision: 0.9611, predictive_accuracy: 0.9607, prior_entropy: 4.6998, relative_absolute_error: 0.2247, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0704, root_relative_squared_error: 0.3659, unweighted_recall: 0.9604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9449, kappa: 0.9426, kb_relative_information_score: 0.8714, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.074, weighted_recall: 0.9449, number_of_instances: 20000, precision: 0.9456, predictive_accuracy: 0.9449, prior_entropy: 4.6998, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.4194, unweighted_recall: 0.9444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.8993, kappa: 0.8947, kb_relative_information_score: 0.8559, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.074, weighted_recall: 0.8988, number_of_instances: 20000, precision: 0.9015, predictive_accuracy: 0.8988, prior_entropy: 4.6998, relative_absolute_error: 0.2874, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0873, root_relative_squared_error: 0.4539, unweighted_recall: 0.8983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9632, kappa: 0.9617, kb_relative_information_score: 0.9166, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.074, weighted_recall: 0.9632, number_of_instances: 20000, precision: 0.9635, predictive_accuracy: 0.9632, prior_entropy: 4.6998, relative_absolute_error: 0.1904, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0646, root_relative_squared_error: 0.3358, unweighted_recall: 0.9629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9232, kappa: 0.9199, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.074, weighted_recall: 0.923, number_of_instances: 20000, precision: 0.924, predictive_accuracy: 0.923, prior_entropy: 4.6998, relative_absolute_error: 0.2268, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0763, root_relative_squared_error: 0.3965, unweighted_recall: 0.9225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.8746, kappa: 0.8681, kb_relative_information_score: 0.6575, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.074, weighted_recall: 0.8732, number_of_instances: 20000, precision: 0.8825, predictive_accuracy: 0.8732, prior_entropy: 4.6998, relative_absolute_error: 0.6283, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.6832, unweighted_recall: 0.8726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9307, kappa: 0.9278, kb_relative_information_score: 0.7561, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.074, weighted_recall: 0.9306, number_of_instances: 20000, precision: 0.9328, predictive_accuracy: 0.9306, prior_entropy: 4.6998, relative_absolute_error: 0.4968, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.5742, unweighted_recall: 0.9301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9674, kappa: 0.9661, kb_relative_information_score: 0.9004, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.074, weighted_recall: 0.9674, number_of_instances: 20000, precision: 0.9677, predictive_accuracy: 0.9674, prior_entropy: 4.6998, relative_absolute_error: 0.2306, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0692, root_relative_squared_error: 0.3596, unweighted_recall: 0.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.8919, kappa: 0.8871, kb_relative_information_score: 0.8412, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.074, weighted_recall: 0.8915, number_of_instances: 20000, precision: 0.8944, predictive_accuracy: 0.8915, prior_entropy: 4.6998, relative_absolute_error: 0.3098, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.4759, unweighted_recall: 0.8911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9275, kappa: 0.9245, kb_relative_information_score: 0.7572, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.074, weighted_recall: 0.9275, number_of_instances: 20000, precision: 0.9296, predictive_accuracy: 0.9275, prior_entropy: 4.6998, relative_absolute_error: 0.4942, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1103, root_relative_squared_error: 0.5736, unweighted_recall: 0.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9057, kappa: 0.9016, kb_relative_information_score: 0.6994, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.074, weighted_recall: 0.9054, number_of_instances: 20000, precision: 0.9103, predictive_accuracy: 0.9054, prior_entropy: 4.6998, relative_absolute_error: 0.5789, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1233, root_relative_squared_error: 0.641, unweighted_recall: 0.9047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9605, kappa: 0.9589, kb_relative_information_score: 0.8874, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.074, weighted_recall: 0.9605, number_of_instances: 20000, precision: 0.9608, predictive_accuracy: 0.9605, prior_entropy: 4.6998, relative_absolute_error: 0.2551, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0741, root_relative_squared_error: 0.3853, unweighted_recall: 0.9603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9702, kappa: 0.969, kb_relative_information_score: 0.9364, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.074, weighted_recall: 0.9702, number_of_instances: 20000, precision: 0.9703, predictive_accuracy: 0.9702, prior_entropy: 4.6998, relative_absolute_error: 0.1492, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0563, root_relative_squared_error: 0.2927, unweighted_recall: 0.9699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9393, kappa: 0.9367, kb_relative_information_score: 0.8171, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.074, weighted_recall: 0.9392, number_of_instances: 20000, precision: 0.9407, predictive_accuracy: 0.9392, prior_entropy: 4.6998, relative_absolute_error: 0.3845, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.4961, unweighted_recall: 0.9387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9569, kappa: 0.9552, kb_relative_information_score: 0.8443, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.074, weighted_recall: 0.9569, number_of_instances: 20000, precision: 0.9576, predictive_accuracy: 0.9569, prior_entropy: 4.6998, relative_absolute_error: 0.3437, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0868, root_relative_squared_error: 0.4513, unweighted_recall: 0.9565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9432, kappa: 0.9409, kb_relative_information_score: 0.7951, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.074, weighted_recall: 0.9432, number_of_instances: 20000, precision: 0.9444, predictive_accuracy: 0.9432, prior_entropy: 4.6998, relative_absolute_error: 0.4264, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1006, root_relative_squared_error: 0.5233, unweighted_recall: 0.9427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9544, kappa: 0.9526, kb_relative_information_score: 0.8493, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.074, weighted_recall: 0.9544, number_of_instances: 20000, precision: 0.9549, predictive_accuracy: 0.9544, prior_entropy: 4.6998, relative_absolute_error: 0.3349, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0855, root_relative_squared_error: 0.4447, unweighted_recall: 0.9541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9702, kappa: 0.969, kb_relative_information_score: 0.9364, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.074, weighted_recall: 0.9702, number_of_instances: 20000, precision: 0.9703, predictive_accuracy: 0.9702, prior_entropy: 4.6998, relative_absolute_error: 0.1492, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0563, root_relative_squared_error: 0.2927, unweighted_recall: 0.9699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9439, kappa: 0.9415, kb_relative_information_score: 0.8636, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.074, weighted_recall: 0.9438, number_of_instances: 20000, precision: 0.9448, predictive_accuracy: 0.9438, prior_entropy: 4.6998, relative_absolute_error: 0.2907, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0831, root_relative_squared_error: 0.4322, unweighted_recall: 0.9433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.8958, kappa: 0.8904, kb_relative_information_score: 0.7839, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.074, weighted_recall: 0.8946, number_of_instances: 20000, precision: 0.9032, predictive_accuracy: 0.8946, prior_entropy: 4.6998, relative_absolute_error: 0.4135, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1042, root_relative_squared_error: 0.542, unweighted_recall: 0.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9637, kappa: 0.9622, kb_relative_information_score: 0.9299, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.074, weighted_recall: 0.9637, number_of_instances: 20000, precision: 0.9639, predictive_accuracy: 0.9637, prior_entropy: 4.6998, relative_absolute_error: 0.1599, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0595, root_relative_squared_error: 0.3093, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9577, kappa: 0.9559, kb_relative_information_score: 0.8965, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.074, weighted_recall: 0.9576, number_of_instances: 20000, precision: 0.9581, predictive_accuracy: 0.9576, prior_entropy: 4.6998, relative_absolute_error: 0.2309, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.072, root_relative_squared_error: 0.3742, unweighted_recall: 0.9573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9657, kappa: 0.9643, kb_relative_information_score: 0.9198, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.074, weighted_recall: 0.9657, number_of_instances: 20000, precision: 0.9659, predictive_accuracy: 0.9657, prior_entropy: 4.6998, relative_absolute_error: 0.1846, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.063, root_relative_squared_error: 0.3276, unweighted_recall: 0.9654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9485, kappa: 0.9463, kb_relative_information_score: 0.8951, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.074, weighted_recall: 0.9484, number_of_instances: 20000, precision: 0.9491, predictive_accuracy: 0.9484, prior_entropy: 4.6998, relative_absolute_error: 0.2304, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0732, root_relative_squared_error: 0.3804, unweighted_recall: 0.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9607, kappa: 0.9591, kb_relative_information_score: 0.922, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.074, weighted_recall: 0.9607, number_of_instances: 20000, precision: 0.961, predictive_accuracy: 0.9607, prior_entropy: 4.6998, relative_absolute_error: 0.1768, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0628, root_relative_squared_error: 0.3264, unweighted_recall: 0.9604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9496, kappa: 0.9475, kb_relative_information_score: 0.8087, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.074, weighted_recall: 0.9496, number_of_instances: 20000, precision: 0.9506, predictive_accuracy: 0.9496, prior_entropy: 4.6998, relative_absolute_error: 0.4035, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.097, root_relative_squared_error: 0.5047, unweighted_recall: 0.9491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9413, kappa: 0.9388, kb_relative_information_score: 0.8203, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.074, weighted_recall: 0.9412, number_of_instances: 20000, precision: 0.9426, predictive_accuracy: 0.9412, prior_entropy: 4.6998, relative_absolute_error: 0.3785, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0945, root_relative_squared_error: 0.4917, unweighted_recall: 0.9407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9633, kappa: 0.9618, kb_relative_information_score: 0.8812, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.074, weighted_recall: 0.9633, number_of_instances: 20000, precision: 0.9636, predictive_accuracy: 0.9633, prior_entropy: 4.6998, relative_absolute_error: 0.2692, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0757, root_relative_squared_error: 0.3938, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.943, kappa: 0.9406, kb_relative_information_score: 0.8846, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.074, weighted_recall: 0.9429, number_of_instances: 20000, precision: 0.9437, predictive_accuracy: 0.9429, prior_entropy: 4.6998, relative_absolute_error: 0.2489, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.077, root_relative_squared_error: 0.4003, unweighted_recall: 0.9424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9413, kappa: 0.9388, kb_relative_information_score: 0.8239, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.074, weighted_recall: 0.9412, number_of_instances: 20000, precision: 0.9427, predictive_accuracy: 0.9412, prior_entropy: 4.6998, relative_absolute_error: 0.3699, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0936, root_relative_squared_error: 0.4868, unweighted_recall: 0.9407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9011, kappa: 0.8964, kb_relative_information_score: 0.705, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.074, weighted_recall: 0.9004, number_of_instances: 20000, precision: 0.9054, predictive_accuracy: 0.9004, prior_entropy: 4.6998, relative_absolute_error: 0.5671, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1217, root_relative_squared_error: 0.6329, unweighted_recall: 0.8999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9002, kappa: 0.8957, kb_relative_information_score: 0.8239, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.074, weighted_recall: 0.8998, number_of_instances: 20000, precision: 0.9035, predictive_accuracy: 0.8998, prior_entropy: 4.6998, relative_absolute_error: 0.3498, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.4944, unweighted_recall: 0.8993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9466, kappa: 0.9445, kb_relative_information_score: 0.8004, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.074, weighted_recall: 0.9466, number_of_instances: 20000, precision: 0.9477, predictive_accuracy: 0.9466, prior_entropy: 4.6998, relative_absolute_error: 0.4249, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0992, root_relative_squared_error: 0.5157, unweighted_recall: 0.9462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.964, kappa: 0.9626, kb_relative_information_score: 0.9004, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.074, weighted_recall: 0.964, number_of_instances: 20000, precision: 0.9643, predictive_accuracy: 0.964, prior_entropy: 4.6998, relative_absolute_error: 0.2275, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0697, root_relative_squared_error: 0.3625, unweighted_recall: 0.9637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9379, kappa: 0.9353, kb_relative_information_score: 0.8732, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.074, weighted_recall: 0.9378, number_of_instances: 20000, precision: 0.9388, predictive_accuracy: 0.9378, prior_entropy: 4.6998, relative_absolute_error: 0.2683, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0808, root_relative_squared_error: 0.4203, unweighted_recall: 0.9373,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9653, kappa: 0.9639, kb_relative_information_score: 0.9305, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.074, weighted_recall: 0.9653, number_of_instances: 20000, precision: 0.9655, predictive_accuracy: 0.9653, prior_entropy: 4.6998, relative_absolute_error: 0.1593, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0592, root_relative_squared_error: 0.3076, unweighted_recall: 0.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9514, kappa: 0.9495, kb_relative_information_score: 0.8298, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.074, weighted_recall: 0.9514, number_of_instances: 20000, precision: 0.9521, predictive_accuracy: 0.9514, prior_entropy: 4.6998, relative_absolute_error: 0.3658, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.4757, unweighted_recall: 0.951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9619, kappa: 0.9603, kb_relative_information_score: 0.9156, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.074, weighted_recall: 0.9619, number_of_instances: 20000, precision: 0.9622, predictive_accuracy: 0.9619, prior_entropy: 4.6998, relative_absolute_error: 0.1929, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0648, root_relative_squared_error: 0.3371, unweighted_recall: 0.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9259, kappa: 0.9228, kb_relative_information_score: 0.9041, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.074, weighted_recall: 0.9258, number_of_instances: 20000, precision: 0.9265, predictive_accuracy: 0.9258, prior_entropy: 4.6998, relative_absolute_error: 0.1967, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0719, root_relative_squared_error: 0.3739, unweighted_recall: 0.9255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9636, kappa: 0.9622, kb_relative_information_score: 0.8814, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.074, weighted_recall: 0.9637, number_of_instances: 20000, precision: 0.9639, predictive_accuracy: 0.9637, prior_entropy: 4.6998, relative_absolute_error: 0.2691, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0756, root_relative_squared_error: 0.3931, unweighted_recall: 0.9634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9634, kappa: 0.9618, kb_relative_information_score: 0.9149, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.074, weighted_recall: 0.9633, number_of_instances: 20000, precision: 0.9636, predictive_accuracy: 0.9633, prior_entropy: 4.6998, relative_absolute_error: 0.1955, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0649, root_relative_squared_error: 0.3373, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9561, kappa: 0.9543, kb_relative_information_score: 0.8417, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.074, weighted_recall: 0.9561, number_of_instances: 20000, precision: 0.9567, predictive_accuracy: 0.9561, prior_entropy: 4.6998, relative_absolute_error: 0.345, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0879, root_relative_squared_error: 0.4572, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9555, kappa: 0.9537, kb_relative_information_score: 0.8351, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.074, weighted_recall: 0.9555, number_of_instances: 20000, precision: 0.956, predictive_accuracy: 0.9555, prior_entropy: 4.6998, relative_absolute_error: 0.3617, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0895, root_relative_squared_error: 0.4656, unweighted_recall: 0.9551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.8588, kappa: 0.8521, kb_relative_information_score: 0.8262, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.074, weighted_recall: 0.8578, number_of_instances: 20000, precision: 0.863, predictive_accuracy: 0.8578, prior_entropy: 4.6998, relative_absolute_error: 0.3262, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.5017, unweighted_recall: 0.8572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9699, kappa: 0.9687, kb_relative_information_score: 0.9152, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.074, weighted_recall: 0.9699, number_of_instances: 20000, precision: 0.9701, predictive_accuracy: 0.9699, prior_entropy: 4.6998, relative_absolute_error: 0.1985, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0639, root_relative_squared_error: 0.3322, unweighted_recall: 0.9697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.8766, kappa: 0.8704, kb_relative_information_score: 0.6574, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.074, weighted_recall: 0.8754, number_of_instances: 20000, precision: 0.8843, predictive_accuracy: 0.8754, prior_entropy: 4.6998, relative_absolute_error: 0.6289, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.6833, unweighted_recall: 0.8748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9635, kappa: 0.962, kb_relative_information_score: 0.9184, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.074, weighted_recall: 0.9635, number_of_instances: 20000, precision: 0.9637, predictive_accuracy: 0.9635, prior_entropy: 4.6998, relative_absolute_error: 0.1873, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0637, root_relative_squared_error: 0.3314, unweighted_recall: 0.9632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9179, kappa: 0.9144, kb_relative_information_score: 0.789, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.074, weighted_recall: 0.9177, number_of_instances: 20000, precision: 0.9206, predictive_accuracy: 0.9177, prior_entropy: 4.6998, relative_absolute_error: 0.4268, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.5337, unweighted_recall: 0.9172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9667, kappa: 0.9654, kb_relative_information_score: 0.9021, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.074, weighted_recall: 0.9667, number_of_instances: 20000, precision: 0.967, predictive_accuracy: 0.9667, prior_entropy: 4.6998, relative_absolute_error: 0.2263, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0689, root_relative_squared_error: 0.3584, unweighted_recall: 0.9664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.8976, kappa: 0.8919, kb_relative_information_score: 0.7847, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.074, weighted_recall: 0.8961, number_of_instances: 20000, precision: 0.9049, predictive_accuracy: 0.8961, prior_entropy: 4.6998, relative_absolute_error: 0.4124, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.104, root_relative_squared_error: 0.5411, unweighted_recall: 0.8955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9307, kappa: 0.9278, kb_relative_information_score: 0.7561, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.074, weighted_recall: 0.9306, number_of_instances: 20000, precision: 0.9328, predictive_accuracy: 0.9306, prior_entropy: 4.6998, relative_absolute_error: 0.4968, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.5742, unweighted_recall: 0.9301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9662, kappa: 0.9648, kb_relative_information_score: 0.9, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.074, weighted_recall: 0.9662, number_of_instances: 20000, precision: 0.9665, predictive_accuracy: 0.9662, prior_entropy: 4.6998, relative_absolute_error: 0.2318, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0693, root_relative_squared_error: 0.3605, unweighted_recall: 0.9659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9649, kappa: 0.9634, kb_relative_information_score: 0.9252, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.074, weighted_recall: 0.9649, number_of_instances: 20000, precision: 0.9651, predictive_accuracy: 0.9649, prior_entropy: 4.6998, relative_absolute_error: 0.1721, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0613, root_relative_squared_error: 0.319, unweighted_recall: 0.9646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9244, kappa: 0.9212, kb_relative_information_score: 0.8796, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.074, weighted_recall: 0.9242, number_of_instances: 20000, precision: 0.9255, predictive_accuracy: 0.9242, prior_entropy: 4.6998, relative_absolute_error: 0.2487, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0796, root_relative_squared_error: 0.4139, unweighted_recall: 0.9238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9696, kappa: 0.9684, kb_relative_information_score: 0.9215, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.074, weighted_recall: 0.9696, number_of_instances: 20000, precision: 0.9698, predictive_accuracy: 0.9696, prior_entropy: 4.6998, relative_absolute_error: 0.1828, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0619, root_relative_squared_error: 0.322, unweighted_recall: 0.9694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.8978, kappa: 0.8932, kb_relative_information_score: 0.6934, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.074, weighted_recall: 0.8974, number_of_instances: 20000, precision: 0.9029, predictive_accuracy: 0.8974, prior_entropy: 4.6998, relative_absolute_error: 0.5862, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.6482, unweighted_recall: 0.8967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9509, kappa: 0.9489, kb_relative_information_score: 0.8486, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.074, weighted_recall: 0.9509, number_of_instances: 20000, precision: 0.9517, predictive_accuracy: 0.9509, prior_entropy: 4.6998, relative_absolute_error: 0.3302, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0865, root_relative_squared_error: 0.4495, unweighted_recall: 0.9504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9647, kappa: 0.9632, kb_relative_information_score: 0.9039, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.074, weighted_recall: 0.9647, number_of_instances: 20000, precision: 0.965, predictive_accuracy: 0.9647, prior_entropy: 4.6998, relative_absolute_error: 0.2207, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0684, root_relative_squared_error: 0.3557, unweighted_recall: 0.9644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9345, kappa: 0.9318, kb_relative_information_score: 0.8884, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.074, weighted_recall: 0.9344, number_of_instances: 20000, precision: 0.9353, predictive_accuracy: 0.9344, prior_entropy: 4.6998, relative_absolute_error: 0.2351, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0763, root_relative_squared_error: 0.3968, unweighted_recall: 0.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9513, kappa: 0.9493, kb_relative_information_score: 0.9121, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.074, weighted_recall: 0.9513, number_of_instances: 20000, precision: 0.9517, predictive_accuracy: 0.9513, prior_entropy: 4.6998, relative_absolute_error: 0.1945, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0672, root_relative_squared_error: 0.3496, unweighted_recall: 0.9509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.8711, kappa: 0.8653, kb_relative_information_score: 0.8171, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.074, weighted_recall: 0.8705, number_of_instances: 20000, precision: 0.8749, predictive_accuracy: 0.8705, prior_entropy: 4.6998, relative_absolute_error: 0.3474, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0979, root_relative_squared_error: 0.5089, unweighted_recall: 0.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9536, kappa: 0.9517, kb_relative_information_score: 0.8379, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.074, weighted_recall: 0.9536, number_of_instances: 20000, precision: 0.9543, predictive_accuracy: 0.9536, prior_entropy: 4.6998, relative_absolute_error: 0.3557, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.4625, unweighted_recall: 0.9533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.8675, kappa: 0.861, kb_relative_information_score: 0.6564, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.074, weighted_recall: 0.8664, number_of_instances: 20000, precision: 0.8752, predictive_accuracy: 0.8664, prior_entropy: 4.6998, relative_absolute_error: 0.629, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1316, root_relative_squared_error: 0.6846, unweighted_recall: 0.8657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9559, kappa: 0.9541, kb_relative_information_score: 0.9214, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.074, weighted_recall: 0.9559, number_of_instances: 20000, precision: 0.9562, predictive_accuracy: 0.9559, prior_entropy: 4.6998, relative_absolute_error: 0.1754, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0636, root_relative_squared_error: 0.3308, unweighted_recall: 0.9556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9627, kappa: 0.9612, kb_relative_information_score: 0.9438, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.074, weighted_recall: 0.9627, number_of_instances: 20000, precision: 0.9628, predictive_accuracy: 0.9627, prior_entropy: 4.6998, relative_absolute_error: 0.1259, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0547, root_relative_squared_error: 0.2845, unweighted_recall: 0.9624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9678, kappa: 0.9665, kb_relative_information_score: 0.9005, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.074, weighted_recall: 0.9678, number_of_instances: 20000, precision: 0.968, predictive_accuracy: 0.9678, prior_entropy: 4.6998, relative_absolute_error: 0.2305, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0691, root_relative_squared_error: 0.3592, unweighted_recall: 0.9675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9609, kappa: 0.9593, kb_relative_information_score: 0.9039, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.074, weighted_recall: 0.9609, number_of_instances: 20000, precision: 0.9612, predictive_accuracy: 0.9609, prior_entropy: 4.6998, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0687, root_relative_squared_error: 0.3571, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.8977, kappa: 0.8921, kb_relative_information_score: 0.7847, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.074, weighted_recall: 0.8963, number_of_instances: 20000, precision: 0.9048, predictive_accuracy: 0.8963, prior_entropy: 4.6998, relative_absolute_error: 0.4126, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1041, root_relative_squared_error: 0.5412, unweighted_recall: 0.8957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9642, kappa: 0.9628, kb_relative_information_score: 0.8865, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.074, weighted_recall: 0.9642, number_of_instances: 20000, precision: 0.9644, predictive_accuracy: 0.9642, prior_entropy: 4.6998, relative_absolute_error: 0.259, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.074, root_relative_squared_error: 0.385, unweighted_recall: 0.9639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9525, kappa: 0.9505, kb_relative_information_score: 0.8227, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.074, weighted_recall: 0.9525, number_of_instances: 20000, precision: 0.9533, predictive_accuracy: 0.9525, prior_entropy: 4.6998, relative_absolute_error: 0.3862, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0931, root_relative_squared_error: 0.484, unweighted_recall: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9569, kappa: 0.9551, kb_relative_information_score: 0.9201, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.074, weighted_recall: 0.9569, number_of_instances: 20000, precision: 0.9571, predictive_accuracy: 0.9569, prior_entropy: 4.6998, relative_absolute_error: 0.1787, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0641, root_relative_squared_error: 0.3332, unweighted_recall: 0.9566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9709, kappa: 0.9697, kb_relative_information_score: 0.9274, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.074, weighted_recall: 0.9709, number_of_instances: 20000, precision: 0.971, predictive_accuracy: 0.9709, prior_entropy: 4.6998, relative_absolute_error: 0.1705, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0594, root_relative_squared_error: 0.3091, unweighted_recall: 0.9707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9545, kappa: 0.9527, kb_relative_information_score: 0.8346, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.074, weighted_recall: 0.9545, number_of_instances: 20000, precision: 0.9552, predictive_accuracy: 0.9545, prior_entropy: 4.6998, relative_absolute_error: 0.3622, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.4666, unweighted_recall: 0.9542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9529, kappa: 0.951, kb_relative_information_score: 0.8979, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.074, weighted_recall: 0.9529, number_of_instances: 20000, precision: 0.9533, predictive_accuracy: 0.9529, prior_entropy: 4.6998, relative_absolute_error: 0.2246, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0721, root_relative_squared_error: 0.3747, unweighted_recall: 0.9525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9524, kappa: 0.9504, kb_relative_information_score: 0.936, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.074, weighted_recall: 0.9523, number_of_instances: 20000, precision: 0.9526, predictive_accuracy: 0.9523, prior_entropy: 4.6998, relative_absolute_error: 0.1382, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0586, root_relative_squared_error: 0.3047, unweighted_recall: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.961, kappa: 0.9594, kb_relative_information_score: 0.879, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.074, weighted_recall: 0.961, number_of_instances: 20000, precision: 0.9614, predictive_accuracy: 0.961, prior_entropy: 4.6998, relative_absolute_error: 0.2697, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.077, root_relative_squared_error: 0.4002, unweighted_recall: 0.9607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9158, kappa: 0.9121, kb_relative_information_score: 0.7221, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.074, weighted_recall: 0.9155, number_of_instances: 20000, precision: 0.9191, predictive_accuracy: 0.9155, prior_entropy: 4.6998, relative_absolute_error: 0.5473, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1184, root_relative_squared_error: 0.6155, unweighted_recall: 0.9149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.8847, kappa: 0.8789, kb_relative_information_score: 0.6722, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.074, weighted_recall: 0.8836, number_of_instances: 20000, precision: 0.8912, predictive_accuracy: 0.8836, prior_entropy: 4.6998, relative_absolute_error: 0.6101, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1285, root_relative_squared_error: 0.668, unweighted_recall: 0.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.934, kappa: 0.9312, kb_relative_information_score: 0.8078, mean_absolute_error: 0.0296, mean_prior_absolute_error: 0.074, weighted_recall: 0.9339, number_of_instances: 20000, precision: 0.9357, predictive_accuracy: 0.9339, prior_entropy: 4.6998, relative_absolute_error: 0.3999, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.098, root_relative_squared_error: 0.5094, unweighted_recall: 0.9333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.964, kappa: 0.9625, kb_relative_information_score: 0.9202, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.074, weighted_recall: 0.964, number_of_instances: 20000, precision: 0.9643, predictive_accuracy: 0.964, prior_entropy: 4.6998, relative_absolute_error: 0.1834, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.3284, unweighted_recall: 0.9637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9662, kappa: 0.9648, kb_relative_information_score: 0.919, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.074, weighted_recall: 0.9662, number_of_instances: 20000, precision: 0.9665, predictive_accuracy: 0.9662, prior_entropy: 4.6998, relative_absolute_error: 0.1874, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0633, root_relative_squared_error: 0.3292, unweighted_recall: 0.966,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

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

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