OpenML
Supervised Classification on isolet

Supervised Classification on isolet

Task 3481 Supervised Classification isolet 14399 runs submitted
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  • OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_99 under100k
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14399 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.59, f_measure: 0.2818, kappa: 0.1801, kb_relative_information_score: 0.2021, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8969, predictive_accuracy: 0.2116, prior_entropy: 4.7004, recall: 0.2116, relative_absolute_error: 0.8199, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2463, root_relative_squared_error: 1.2806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, kappa: 0.7687, kb_relative_information_score: 0.7748, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.7776, prior_entropy: 4.7004, recall: 0.7776, relative_absolute_error: 0.2313, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1308, root_relative_squared_error: 0.6801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.967, kappa: 0.9656, kb_relative_information_score: 0.9665, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9675, predictive_accuracy: 0.9669, prior_entropy: 4.7004, recall: 0.9669, relative_absolute_error: 0.0344, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0505, root_relative_squared_error: 0.2623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.9417, kappa: 0.9394, kb_relative_information_score: 0.9411, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9429, predictive_accuracy: 0.9418, prior_entropy: 4.7004, recall: 0.9418, relative_absolute_error: 0.0606, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0669, root_relative_squared_error: 0.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.9471, kappa: 0.945, kb_relative_information_score: 0.9465, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9479, predictive_accuracy: 0.9472, prior_entropy: 4.7004, recall: 0.9472, relative_absolute_error: 0.055, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0638, root_relative_squared_error: 0.3315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9671, kappa: 0.9657, kb_relative_information_score: 0.9666, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9672, predictive_accuracy: 0.967, prior_entropy: 4.7004, recall: 0.967, relative_absolute_error: 0.0343, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0504, root_relative_squared_error: 0.2618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9495, kappa: 0.9458, kb_relative_information_score: 0.9473, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9542, predictive_accuracy: 0.9479, prior_entropy: 4.7004, recall: 0.9479, relative_absolute_error: 0.0542, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0633, root_relative_squared_error: 0.3291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9659, kappa: 0.9644, kb_relative_information_score: 0.9653, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9666, predictive_accuracy: 0.9658, prior_entropy: 4.7004, recall: 0.9658, relative_absolute_error: 0.0356, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0513, root_relative_squared_error: 0.2669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6208, f_measure: 0.3544, kappa: 0.2416, kb_relative_information_score: 0.2619, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8972, predictive_accuracy: 0.2707, prior_entropy: 4.7004, recall: 0.2707, relative_absolute_error: 0.7584, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2368, root_relative_squared_error: 1.2316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9579, kappa: 0.9558, kb_relative_information_score: 0.957, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9592, predictive_accuracy: 0.9575, prior_entropy: 4.7004, recall: 0.9575, relative_absolute_error: 0.0442, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0571, root_relative_squared_error: 0.2972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.9409, kappa: 0.9361, kb_relative_information_score: 0.9378, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9481, predictive_accuracy: 0.9386, prior_entropy: 4.7004, recall: 0.9386, relative_absolute_error: 0.0639, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0687, root_relative_squared_error: 0.3575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9659, kappa: 0.9644, kb_relative_information_score: 0.9653, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9666, predictive_accuracy: 0.9658, prior_entropy: 4.7004, recall: 0.9658, relative_absolute_error: 0.0356, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0513, root_relative_squared_error: 0.2669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9748, kappa: 0.9737, kb_relative_information_score: 0.9744, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9751, predictive_accuracy: 0.9747, prior_entropy: 4.7004, recall: 0.9747, relative_absolute_error: 0.0263, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0441, root_relative_squared_error: 0.2292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9683, kappa: 0.9671, kb_relative_information_score: 0.9679, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9685, predictive_accuracy: 0.9683, prior_entropy: 4.7004, recall: 0.9683, relative_absolute_error: 0.0329, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0494, root_relative_squared_error: 0.2567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6593, f_measure: 0.3487, kappa: 0.3187, kb_relative_information_score: 0.337, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.4051, predictive_accuracy: 0.3449, prior_entropy: 4.7004, recall: 0.3449, relative_absolute_error: 0.6813, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2245, root_relative_squared_error: 1.1673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8067, f_measure: 0.6296, kappa: 0.6133, kb_relative_information_score: 0.6237, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.6576, predictive_accuracy: 0.6282, prior_entropy: 4.7004, recall: 0.6282, relative_absolute_error: 0.3867, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1691, root_relative_squared_error: 0.8794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8511, f_measure: 0.7104, kappa: 0.7023, kb_relative_information_score: 0.7103, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7462, predictive_accuracy: 0.7137, prior_entropy: 4.7004, recall: 0.7137, relative_absolute_error: 0.2977, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1484, root_relative_squared_error: 0.7716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6548, f_measure: 0.3363, kappa: 0.3096, kb_relative_information_score: 0.3282, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.3829, predictive_accuracy: 0.3362, prior_entropy: 4.7004, recall: 0.3362, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.226, root_relative_squared_error: 1.1751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.511, kappa: 0.022, kb_relative_information_score: 0.0483, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0596, prior_entropy: 4.7004, recall: 0.0596, relative_absolute_error: 0.978, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.269, root_relative_squared_error: 1.3986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5115, kappa: 0.0229, kb_relative_information_score: 0.0492, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0605, prior_entropy: 4.7004, recall: 0.0605, relative_absolute_error: 0.977, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2688, root_relative_squared_error: 1.3979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8357, f_measure: 0.6823, kappa: 0.6715, kb_relative_information_score: 0.6803, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7116, predictive_accuracy: 0.6841, prior_entropy: 4.7004, recall: 0.6841, relative_absolute_error: 0.3285, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1559, root_relative_squared_error: 0.8106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5101, kappa: 0.0203, kb_relative_information_score: 0.0466, mean_absolute_error: 0.0725, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.058, prior_entropy: 4.7004, recall: 0.058, relative_absolute_error: 0.9797, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2692, root_relative_squared_error: 1.3998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.966, kappa: 0.9647, kb_relative_information_score: 0.9656, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9662, predictive_accuracy: 0.966, prior_entropy: 4.7004, recall: 0.966, relative_absolute_error: 0.0353, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0511, root_relative_squared_error: 0.2659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5077, kappa: 0.0153, kb_relative_information_score: 0.0418, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0532, prior_entropy: 4.7004, recall: 0.0532, relative_absolute_error: 0.9846, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2699, root_relative_squared_error: 1.4033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9664, kappa: 0.9651, kb_relative_information_score: 0.966, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9665, predictive_accuracy: 0.9664, prior_entropy: 4.7004, recall: 0.9664, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.2644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9664, kappa: 0.9651, kb_relative_information_score: 0.966, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9665, predictive_accuracy: 0.9664, prior_entropy: 4.7004, recall: 0.9664, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.2644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9664, kappa: 0.9651, kb_relative_information_score: 0.966, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9665, predictive_accuracy: 0.9664, prior_entropy: 4.7004, recall: 0.9664, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.2644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.509, kappa: 0.018, kb_relative_information_score: 0.0444, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0558, prior_entropy: 4.7004, recall: 0.0558, relative_absolute_error: 0.982, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2695, root_relative_squared_error: 1.4014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, f_measure: 0.8254, kappa: 0.7566, kb_relative_information_score: 0.7631, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9335, predictive_accuracy: 0.7659, prior_entropy: 4.7004, recall: 0.7659, relative_absolute_error: 0.2434, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.6977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5085, kappa: 0.0169, kb_relative_information_score: 0.0434, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0548, prior_entropy: 4.7004, recall: 0.0548, relative_absolute_error: 0.983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2696, root_relative_squared_error: 1.4022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9714, kappa: 0.9701, kb_relative_information_score: 0.9709, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9717, predictive_accuracy: 0.9713, prior_entropy: 4.7004, recall: 0.9713, relative_absolute_error: 0.0299, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.047, root_relative_squared_error: 0.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.975, kappa: 0.974, kb_relative_information_score: 0.9747, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9753, predictive_accuracy: 0.975, prior_entropy: 4.7004, recall: 0.975, relative_absolute_error: 0.026, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0439, root_relative_squared_error: 0.2281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6887, f_measure: 0.5178, kappa: 0.3775, kb_relative_information_score: 0.3942, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9259, predictive_accuracy: 0.4014, prior_entropy: 4.7004, recall: 0.4014, relative_absolute_error: 0.6225, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2146, root_relative_squared_error: 1.1158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9759, kappa: 0.9749, kb_relative_information_score: 0.9756, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9761, predictive_accuracy: 0.9759, prior_entropy: 4.7004, recall: 0.9759, relative_absolute_error: 0.0251, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0431, root_relative_squared_error: 0.2239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9738, kappa: 0.9727, kb_relative_information_score: 0.9734, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9742, predictive_accuracy: 0.9737, prior_entropy: 4.7004, recall: 0.9737, relative_absolute_error: 0.0273, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.045, root_relative_squared_error: 0.2339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9684, kappa: 0.9671, kb_relative_information_score: 0.9679, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.969, predictive_accuracy: 0.9683, prior_entropy: 4.7004, recall: 0.9683, relative_absolute_error: 0.0329, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0494, root_relative_squared_error: 0.2567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9759, kappa: 0.9749, kb_relative_information_score: 0.9756, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9761, predictive_accuracy: 0.9759, prior_entropy: 4.7004, recall: 0.9759, relative_absolute_error: 0.0251, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0431, root_relative_squared_error: 0.2239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9669, kappa: 0.9655, kb_relative_information_score: 0.9664, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9675, predictive_accuracy: 0.9668, prior_entropy: 4.7004, recall: 0.9668, relative_absolute_error: 0.0345, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0505, root_relative_squared_error: 0.2629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9744, kappa: 0.9733, kb_relative_information_score: 0.974, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9748, predictive_accuracy: 0.9743, prior_entropy: 4.7004, recall: 0.9743, relative_absolute_error: 0.0267, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0444, root_relative_squared_error: 0.231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.8683, kappa: 0.8682, kb_relative_information_score: 0.8717, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8847, predictive_accuracy: 0.8733, prior_entropy: 4.7004, recall: 0.8733, relative_absolute_error: 0.1318, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.5134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9664, kappa: 0.9651, kb_relative_information_score: 0.966, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9665, predictive_accuracy: 0.9664, prior_entropy: 4.7004, recall: 0.9664, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.2644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9664, kappa: 0.9651, kb_relative_information_score: 0.966, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9665, predictive_accuracy: 0.9664, prior_entropy: 4.7004, recall: 0.9664, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.2644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9664, kappa: 0.9651, kb_relative_information_score: 0.966, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9665, predictive_accuracy: 0.9664, prior_entropy: 4.7004, recall: 0.9664, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.2644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9675, kappa: 0.966, kb_relative_information_score: 0.9669, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9681, predictive_accuracy: 0.9673, prior_entropy: 4.7004, recall: 0.9673, relative_absolute_error: 0.034, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0502, root_relative_squared_error: 0.2608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.8279, kappa: 0.8306, kb_relative_information_score: 0.8351, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8653, predictive_accuracy: 0.8371, prior_entropy: 4.7004, recall: 0.8371, relative_absolute_error: 0.1694, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.5821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9438, f_measure: 0.9042, kappa: 0.8876, kb_relative_information_score: 0.8906, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9337, predictive_accuracy: 0.8919, prior_entropy: 4.7004, recall: 0.8919, relative_absolute_error: 0.1124, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.4742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9664, kappa: 0.9651, kb_relative_information_score: 0.966, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9665, predictive_accuracy: 0.9664, prior_entropy: 4.7004, recall: 0.9664, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.2644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8575, f_measure: 0.7986, kappa: 0.715, kb_relative_information_score: 0.7226, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9337, predictive_accuracy: 0.7259, prior_entropy: 4.7004, recall: 0.7259, relative_absolute_error: 0.285, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1452, root_relative_squared_error: 0.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9664, kappa: 0.9651, kb_relative_information_score: 0.966, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9665, predictive_accuracy: 0.9664, prior_entropy: 4.7004, recall: 0.9664, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.2644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.8988, kappa: 0.8809, kb_relative_information_score: 0.8841, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.931, predictive_accuracy: 0.8855, prior_entropy: 4.7004, recall: 0.8855, relative_absolute_error: 0.1191, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.4881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.913, kappa: 0.8996, kb_relative_information_score: 0.9023, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9368, predictive_accuracy: 0.9034, prior_entropy: 4.7004, recall: 0.9034, relative_absolute_error: 0.1004, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0862, root_relative_squared_error: 0.4482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7504, f_measure: 0.6362, kappa: 0.5009, kb_relative_information_score: 0.5143, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9281, predictive_accuracy: 0.5201, prior_entropy: 4.7004, recall: 0.5201, relative_absolute_error: 0.4991, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.9991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7426, f_measure: 0.6224, kappa: 0.4853, kb_relative_information_score: 0.4991, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9286, predictive_accuracy: 0.5051, prior_entropy: 4.7004, recall: 0.5051, relative_absolute_error: 0.5147, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1951, root_relative_squared_error: 1.0146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9638, kappa: 0.9619, kb_relative_information_score: 0.9629, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9656, predictive_accuracy: 0.9633, prior_entropy: 4.7004, recall: 0.9633, relative_absolute_error: 0.0381, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0531, root_relative_squared_error: 0.2762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9638, kappa: 0.9619, kb_relative_information_score: 0.9629, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9656, predictive_accuracy: 0.9633, prior_entropy: 4.7004, recall: 0.9633, relative_absolute_error: 0.0381, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0531, root_relative_squared_error: 0.2762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8109, f_measure: 0.7331, kappa: 0.6219, kb_relative_information_score: 0.632, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9305, predictive_accuracy: 0.6364, prior_entropy: 4.7004, recall: 0.6364, relative_absolute_error: 0.3781, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1672, root_relative_squared_error: 0.8696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9145, kappa: 0.897, kb_relative_information_score: 0.8998, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9427, predictive_accuracy: 0.901, prior_entropy: 4.7004, recall: 0.901, relative_absolute_error: 0.103, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0873, root_relative_squared_error: 0.4538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5013, kappa: 0.0027, kb_relative_information_score: 0.0295, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.041, prior_entropy: 4.7004, recall: 0.041, relative_absolute_error: 0.9973, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2716, root_relative_squared_error: 1.4123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8619, kappa: 0.7239, kb_relative_information_score: 0.7312, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.7345, prior_entropy: 4.7004, recall: 0.7345, relative_absolute_error: 0.2761, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.7431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5433, kappa: 0.0866, kb_relative_information_score: 0.1111, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.1217, prior_entropy: 4.7004, recall: 0.1217, relative_absolute_error: 0.9134, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2599, root_relative_squared_error: 1.3516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8656, f_measure: 0.8094, kappa: 0.7312, kb_relative_information_score: 0.7384, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9342, predictive_accuracy: 0.7416, prior_entropy: 4.7004, recall: 0.7416, relative_absolute_error: 0.2688, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.141, root_relative_squared_error: 0.7332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.9612, kappa: 0.9589, kb_relative_information_score: 0.96, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9635, predictive_accuracy: 0.9605, prior_entropy: 4.7004, recall: 0.9605, relative_absolute_error: 0.0411, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0551, root_relative_squared_error: 0.2866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7374, f_measure: 0.6128, kappa: 0.4747, kb_relative_information_score: 0.4888, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9283, predictive_accuracy: 0.4949, prior_entropy: 4.7004, recall: 0.4949, relative_absolute_error: 0.5253, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1971, root_relative_squared_error: 1.025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6869, f_measure: 0.5135, kappa: 0.3738, kb_relative_information_score: 0.3906, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9246, predictive_accuracy: 0.3978, prior_entropy: 4.7004, recall: 0.3978, relative_absolute_error: 0.6262, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2152, root_relative_squared_error: 1.1191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, f_measure: 0.8227, kappa: 0.7523, kb_relative_information_score: 0.759, mean_absolute_error: 0.0183, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9337, predictive_accuracy: 0.7618, prior_entropy: 4.7004, recall: 0.7618, relative_absolute_error: 0.2477, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1354, root_relative_squared_error: 0.7038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8195, f_measure: 0.7453, kappa: 0.6389, kb_relative_information_score: 0.6486, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.93, predictive_accuracy: 0.6528, prior_entropy: 4.7004, recall: 0.6528, relative_absolute_error: 0.3611, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1634, root_relative_squared_error: 0.8498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5628, kappa: 0.1255, kb_relative_information_score: 0.149, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.1592, prior_entropy: 4.7004, recall: 0.1592, relative_absolute_error: 0.8745, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2543, root_relative_squared_error: 1.3225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9658, kappa: 0.964, kb_relative_information_score: 0.965, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9673, predictive_accuracy: 0.9654, prior_entropy: 4.7004, recall: 0.9654, relative_absolute_error: 0.036, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0516, root_relative_squared_error: 0.2684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8034, f_measure: 0.7215, kappa: 0.6068, kb_relative_information_score: 0.6173, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.929, predictive_accuracy: 0.6219, prior_entropy: 4.7004, recall: 0.6219, relative_absolute_error: 0.3932, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.8868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7443, kappa: 0.4886, kb_relative_information_score: 0.5023, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.5083, prior_entropy: 4.7004, recall: 0.5083, relative_absolute_error: 0.5114, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1945, root_relative_squared_error: 1.0113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8453, f_measure: 0.782, kappa: 0.6905, kb_relative_information_score: 0.6989, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9331, predictive_accuracy: 0.7024, prior_entropy: 4.7004, recall: 0.7024, relative_absolute_error: 0.3095, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1513, root_relative_squared_error: 0.7867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8231, f_measure: 0.7505, kappa: 0.6461, kb_relative_information_score: 0.6556, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9302, predictive_accuracy: 0.6597, prior_entropy: 4.7004, recall: 0.6597, relative_absolute_error: 0.3539, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1618, root_relative_squared_error: 0.8413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.724, f_measure: 0.588, kappa: 0.4479, kb_relative_information_score: 0.4627, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.928, predictive_accuracy: 0.4692, prior_entropy: 4.7004, recall: 0.4692, relative_absolute_error: 0.5521, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2021, root_relative_squared_error: 1.0508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6831, f_measure: 0.4943, kappa: 0.3661, kb_relative_information_score: 0.3832, mean_absolute_error: 0.0469, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8998, predictive_accuracy: 0.3905, prior_entropy: 4.7004, recall: 0.3905, relative_absolute_error: 0.6338, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2165, root_relative_squared_error: 1.1259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5036, kappa: 0.0072, kb_relative_information_score: 0.0339, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0454, prior_entropy: 4.7004, recall: 0.0454, relative_absolute_error: 0.9928, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.271, root_relative_squared_error: 1.4091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.8942, kappa: 0.8665, kb_relative_information_score: 0.8701, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9381, predictive_accuracy: 0.8716, prior_entropy: 4.7004, recall: 0.8716, relative_absolute_error: 0.1335, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0994, root_relative_squared_error: 0.5168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.9688, kappa: 0.9675, kb_relative_information_score: 0.9683, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9693, predictive_accuracy: 0.9687, prior_entropy: 4.7004, recall: 0.9687, relative_absolute_error: 0.0325, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0491, root_relative_squared_error: 0.2551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9739, kappa: 0.9728, kb_relative_information_score: 0.9735, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9742, predictive_accuracy: 0.9738, prior_entropy: 4.7004, recall: 0.9738, relative_absolute_error: 0.0272, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0449, root_relative_squared_error: 0.2333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9738, kappa: 0.9727, kb_relative_information_score: 0.9734, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9741, predictive_accuracy: 0.9737, prior_entropy: 4.7004, recall: 0.9737, relative_absolute_error: 0.0273, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.045, root_relative_squared_error: 0.2339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9738, kappa: 0.9727, kb_relative_information_score: 0.9734, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9741, predictive_accuracy: 0.9737, prior_entropy: 4.7004, recall: 0.9737, relative_absolute_error: 0.0273, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.045, root_relative_squared_error: 0.2339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9738, kappa: 0.9727, kb_relative_information_score: 0.9734, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9741, predictive_accuracy: 0.9737, prior_entropy: 4.7004, recall: 0.9737, relative_absolute_error: 0.0273, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.045, root_relative_squared_error: 0.2339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.969, kappa: 0.9677, kb_relative_information_score: 0.9686, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9691, predictive_accuracy: 0.969, prior_entropy: 4.7004, recall: 0.969, relative_absolute_error: 0.0323, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0489, root_relative_squared_error: 0.2541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8314, kappa: 0.6628, kb_relative_information_score: 0.6718, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.6758, prior_entropy: 4.7004, recall: 0.6758, relative_absolute_error: 0.3372, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1579, root_relative_squared_error: 0.8212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.866, kappa: 0.8627, kb_relative_information_score: 0.8664, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8805, predictive_accuracy: 0.868, prior_entropy: 4.7004, recall: 0.868, relative_absolute_error: 0.1373, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.5239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9694, kappa: 0.9681, kb_relative_information_score: 0.969, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9695, predictive_accuracy: 0.9693, prior_entropy: 4.7004, recall: 0.9693, relative_absolute_error: 0.0319, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0486, root_relative_squared_error: 0.2525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9684, f_measure: 0.9392, kappa: 0.9368, kb_relative_information_score: 0.9385, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9406, predictive_accuracy: 0.9392, prior_entropy: 4.7004, recall: 0.9392, relative_absolute_error: 0.0632, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0684, root_relative_squared_error: 0.3556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9682, kappa: 0.9669, kb_relative_information_score: 0.9678, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9684, predictive_accuracy: 0.9682, prior_entropy: 4.7004, recall: 0.9682, relative_absolute_error: 0.0331, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0495, root_relative_squared_error: 0.2572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9684, kappa: 0.9671, kb_relative_information_score: 0.9679, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9685, predictive_accuracy: 0.9683, prior_entropy: 4.7004, recall: 0.9683, relative_absolute_error: 0.0329, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0494, root_relative_squared_error: 0.2567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8884, kappa: 0.7767, kb_relative_information_score: 0.7826, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.7853, prior_entropy: 4.7004, recall: 0.7853, relative_absolute_error: 0.2233, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1285, root_relative_squared_error: 0.6683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7508, kappa: 0.5015, kb_relative_information_score: 0.5149, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.5207, prior_entropy: 4.7004, recall: 0.5207, relative_absolute_error: 0.4985, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.9248, kappa: 0.9217, kb_relative_information_score: 0.9238, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9276, predictive_accuracy: 0.9247, prior_entropy: 4.7004, recall: 0.9247, relative_absolute_error: 0.0783, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0761, root_relative_squared_error: 0.3957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, kappa: 0.748, kb_relative_information_score: 0.7547, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.7577, prior_entropy: 4.7004, recall: 0.7577, relative_absolute_error: 0.252, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1365, root_relative_squared_error: 0.7099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6117, kappa: 0.2234, kb_relative_information_score: 0.2443, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.2533, prior_entropy: 4.7004, recall: 0.2533, relative_absolute_error: 0.7766, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2397, root_relative_squared_error: 1.2462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9683, kappa: 0.9671, kb_relative_information_score: 0.9679, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9685, predictive_accuracy: 0.9683, prior_entropy: 4.7004, recall: 0.9683, relative_absolute_error: 0.0329, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0494, root_relative_squared_error: 0.2567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9594, f_measure: 0.9219, kappa: 0.9188, kb_relative_information_score: 0.921, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9242, predictive_accuracy: 0.9219, prior_entropy: 4.7004, recall: 0.9219, relative_absolute_error: 0.0812, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0775, root_relative_squared_error: 0.4031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8381, kappa: 0.6761, kb_relative_information_score: 0.6848, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.6886, prior_entropy: 4.7004, recall: 0.6886, relative_absolute_error: 0.3239, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1548, root_relative_squared_error: 0.8048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9088, f_measure: 0.8136, kappa: 0.8175, kb_relative_information_score: 0.8224, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.84, predictive_accuracy: 0.8245, prior_entropy: 4.7004, recall: 0.8245, relative_absolute_error: 0.1825, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1162, root_relative_squared_error: 0.6041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6363, kappa: 0.2726, kb_relative_information_score: 0.2922, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.3006, prior_entropy: 4.7004, recall: 0.3006, relative_absolute_error: 0.7273, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2319, root_relative_squared_error: 1.2061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6309, f_measure: 0.386, kappa: 0.2617, kb_relative_information_score: 0.2815, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9226, predictive_accuracy: 0.2901, prior_entropy: 4.7004, recall: 0.2901, relative_absolute_error: 0.7383, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2337, root_relative_squared_error: 1.2151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6554, f_measure: 0.4446, kappa: 0.3108, kb_relative_information_score: 0.3293, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9271, predictive_accuracy: 0.3373, prior_entropy: 4.7004, recall: 0.3373, relative_absolute_error: 0.6892, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2258, root_relative_squared_error: 1.1741,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs