OpenML
Supervised Classification on isolet

Supervised Classification on isolet

Task 3481 Supervised Classification isolet 16997 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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16997 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9566, kappa: 0.9549, kb_relative_information_score: 0.96, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.074, weighted_recall: 0.9566, number_of_instances: 7797, precision: 0.9567, predictive_accuracy: 0.9566, prior_entropy: 4.7004, relative_absolute_error: 0.0667, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0539, root_relative_squared_error: 0.2803, unweighted_recall: 0.9566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.954, kappa: 0.9521, kb_relative_information_score: 0.9372, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.074, weighted_recall: 0.954, number_of_instances: 7797, precision: 0.9542, predictive_accuracy: 0.954, prior_entropy: 4.7004, relative_absolute_error: 0.1426, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.2999, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9558, kappa: 0.954, kb_relative_information_score: 0.9586, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.074, weighted_recall: 0.9558, number_of_instances: 7797, precision: 0.9558, predictive_accuracy: 0.9558, prior_entropy: 4.7004, relative_absolute_error: 0.0628, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0561, root_relative_squared_error: 0.2918, unweighted_recall: 0.9557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9582, kappa: 0.9565, kb_relative_information_score: 0.9243, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.074, weighted_recall: 0.9582, number_of_instances: 7797, precision: 0.9585, predictive_accuracy: 0.9582, prior_entropy: 4.7004, relative_absolute_error: 0.19, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0611, root_relative_squared_error: 0.3176, unweighted_recall: 0.9582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9566, kappa: 0.9549, kb_relative_information_score: 0.96, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.074, weighted_recall: 0.9566, number_of_instances: 7797, precision: 0.9567, predictive_accuracy: 0.9566, prior_entropy: 4.7004, relative_absolute_error: 0.0667, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0539, root_relative_squared_error: 0.2803, unweighted_recall: 0.9566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.954, kappa: 0.9521, kb_relative_information_score: 0.9372, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.074, weighted_recall: 0.954, number_of_instances: 7797, precision: 0.9542, predictive_accuracy: 0.954, prior_entropy: 4.7004, relative_absolute_error: 0.1426, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.2999, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.958, kappa: 0.9562, kb_relative_information_score: 0.96, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.074, weighted_recall: 0.9579, number_of_instances: 7797, precision: 0.9581, predictive_accuracy: 0.9579, prior_entropy: 4.7004, relative_absolute_error: 0.0749, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0523, root_relative_squared_error: 0.2719, unweighted_recall: 0.9579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.954, kappa: 0.9521, kb_relative_information_score: 0.9372, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.074, weighted_recall: 0.954, number_of_instances: 7797, precision: 0.9542, predictive_accuracy: 0.954, prior_entropy: 4.7004, relative_absolute_error: 0.1426, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.2999, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.937, kappa: 0.9346, kb_relative_information_score: 0.8251, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.074, weighted_recall: 0.9372, number_of_instances: 7797, precision: 0.9375, predictive_accuracy: 0.9372, prior_entropy: 4.7004, relative_absolute_error: 0.4139, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0947, root_relative_squared_error: 0.4922, unweighted_recall: 0.9372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.954, kappa: 0.9521, kb_relative_information_score: 0.9372, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.074, weighted_recall: 0.954, number_of_instances: 7797, precision: 0.9542, predictive_accuracy: 0.954, prior_entropy: 4.7004, relative_absolute_error: 0.1426, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.2999, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.954, kappa: 0.9521, kb_relative_information_score: 0.9372, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.074, weighted_recall: 0.954, number_of_instances: 7797, precision: 0.9542, predictive_accuracy: 0.954, prior_entropy: 4.7004, relative_absolute_error: 0.1426, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.2999, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.954, kappa: 0.9521, kb_relative_information_score: 0.9372, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.074, weighted_recall: 0.954, number_of_instances: 7797, precision: 0.9542, predictive_accuracy: 0.954, prior_entropy: 4.7004, relative_absolute_error: 0.1426, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.2999, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.954, kappa: 0.9521, kb_relative_information_score: 0.9372, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.074, weighted_recall: 0.954, number_of_instances: 7797, precision: 0.9542, predictive_accuracy: 0.954, prior_entropy: 4.7004, relative_absolute_error: 0.1426, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.2999, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.954, kappa: 0.9521, kb_relative_information_score: 0.9372, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.074, weighted_recall: 0.954, number_of_instances: 7797, precision: 0.9542, predictive_accuracy: 0.954, prior_entropy: 4.7004, relative_absolute_error: 0.1426, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.2999, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.954, kappa: 0.9521, kb_relative_information_score: 0.9372, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.074, weighted_recall: 0.954, number_of_instances: 7797, precision: 0.9542, predictive_accuracy: 0.954, prior_entropy: 4.7004, relative_absolute_error: 0.1426, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.2999, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9399, kappa: 0.9374, kb_relative_information_score: 0.941, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.074, weighted_recall: 0.9398, number_of_instances: 7797, precision: 0.94, predictive_accuracy: 0.9398, prior_entropy: 4.7004, relative_absolute_error: 0.0934, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0661, root_relative_squared_error: 0.3435, unweighted_recall: 0.9398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9564, kappa: 0.9546, kb_relative_information_score: 0.9583, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.074, weighted_recall: 0.9564, number_of_instances: 7797, precision: 0.9564, predictive_accuracy: 0.9564, prior_entropy: 4.7004, relative_absolute_error: 0.0629, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0561, root_relative_squared_error: 0.2915, unweighted_recall: 0.9564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.954, kappa: 0.9521, kb_relative_information_score: 0.9372, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.074, weighted_recall: 0.954, number_of_instances: 7797, precision: 0.9542, predictive_accuracy: 0.954, prior_entropy: 4.7004, relative_absolute_error: 0.1426, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.2999, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.958, kappa: 0.9562, kb_relative_information_score: 0.96, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.074, weighted_recall: 0.9579, number_of_instances: 7797, precision: 0.9581, predictive_accuracy: 0.9579, prior_entropy: 4.7004, relative_absolute_error: 0.0749, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0523, root_relative_squared_error: 0.2719, unweighted_recall: 0.9579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9618, kappa: 0.9603, kb_relative_information_score: 0.969, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.074, weighted_recall: 0.9618, number_of_instances: 7797, precision: 0.9619, predictive_accuracy: 0.9618, prior_entropy: 4.7004, relative_absolute_error: 0.047, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0477, root_relative_squared_error: 0.2482, unweighted_recall: 0.9618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9587, kappa: 0.9571, kb_relative_information_score: 0.9652, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.074, weighted_recall: 0.9587, number_of_instances: 7797, precision: 0.9588, predictive_accuracy: 0.9587, prior_entropy: 4.7004, relative_absolute_error: 0.0459, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0513, root_relative_squared_error: 0.2666, unweighted_recall: 0.9587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9624, kappa: 0.9609, kb_relative_information_score: 0.969, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.074, weighted_recall: 0.9624, number_of_instances: 7797, precision: 0.9625, predictive_accuracy: 0.9624, prior_entropy: 4.7004, relative_absolute_error: 0.053, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0466, root_relative_squared_error: 0.2421, unweighted_recall: 0.9624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9414, kappa: 0.939, kb_relative_information_score: 0.8604, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.074, weighted_recall: 0.9414, number_of_instances: 7797, precision: 0.9418, predictive_accuracy: 0.9414, prior_entropy: 4.7004, relative_absolute_error: 0.3301, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0834, root_relative_squared_error: 0.4335, unweighted_recall: 0.9414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9612, kappa: 0.9596, kb_relative_information_score: 0.9439, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.074, weighted_recall: 0.9611, number_of_instances: 7797, precision: 0.9614, predictive_accuracy: 0.9611, prior_entropy: 4.7004, relative_absolute_error: 0.134, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0538, root_relative_squared_error: 0.2799, unweighted_recall: 0.9611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9604, kappa: 0.9588, kb_relative_information_score: 0.9665, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.074, weighted_recall: 0.9604, number_of_instances: 7797, precision: 0.9604, predictive_accuracy: 0.9604, prior_entropy: 4.7004, relative_absolute_error: 0.0436, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.05, root_relative_squared_error: 0.2601, unweighted_recall: 0.9604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9635, kappa: 0.962, kb_relative_information_score: 0.965, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.074, weighted_recall: 0.9634, number_of_instances: 7797, precision: 0.9636, predictive_accuracy: 0.9634, prior_entropy: 4.7004, relative_absolute_error: 0.0716, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0468, root_relative_squared_error: 0.2432, unweighted_recall: 0.9634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.954, kappa: 0.9521, kb_relative_information_score: 0.9372, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.074, weighted_recall: 0.954, number_of_instances: 7797, precision: 0.9542, predictive_accuracy: 0.954, prior_entropy: 4.7004, relative_absolute_error: 0.1426, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.2999, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9036, f_measure: 0.8148, kappa: 0.8073, kb_relative_information_score: 0.8124, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.074, weighted_recall: 0.8147, number_of_instances: 7797, precision: 0.8155, predictive_accuracy: 0.8147, prior_entropy: 4.7004, relative_absolute_error: 0.1927, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1194, root_relative_squared_error: 0.6209, unweighted_recall: 0.8147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9582, kappa: 0.9565, kb_relative_information_score: 0.9243, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.074, weighted_recall: 0.9582, number_of_instances: 7797, precision: 0.9585, predictive_accuracy: 0.9582, prior_entropy: 4.7004, relative_absolute_error: 0.19, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0611, root_relative_squared_error: 0.3176, unweighted_recall: 0.9582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.937, kappa: 0.9346, kb_relative_information_score: 0.8251, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.074, weighted_recall: 0.9372, number_of_instances: 7797, precision: 0.9375, predictive_accuracy: 0.9372, prior_entropy: 4.7004, relative_absolute_error: 0.4139, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0947, root_relative_squared_error: 0.4922, unweighted_recall: 0.9372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.954, kappa: 0.9521, kb_relative_information_score: 0.9372, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.074, weighted_recall: 0.954, number_of_instances: 7797, precision: 0.9542, predictive_accuracy: 0.954, prior_entropy: 4.7004, relative_absolute_error: 0.1426, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.2999, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9516, kappa: 0.9497, kb_relative_information_score: 0.9048, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.074, weighted_recall: 0.9516, number_of_instances: 7797, precision: 0.9518, predictive_accuracy: 0.9516, prior_entropy: 4.7004, relative_absolute_error: 0.2259, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0688, root_relative_squared_error: 0.3576, unweighted_recall: 0.9516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9096, kappa: 0.906, kb_relative_information_score: 0.8656, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.074, weighted_recall: 0.9096, number_of_instances: 7797, precision: 0.9105, predictive_accuracy: 0.9096, prior_entropy: 4.7004, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0838, root_relative_squared_error: 0.436, unweighted_recall: 0.9096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9421, kappa: 0.9398, kb_relative_information_score: 0.8991, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.074, weighted_recall: 0.9422, number_of_instances: 7797, precision: 0.9424, predictive_accuracy: 0.9422, prior_entropy: 4.7004, relative_absolute_error: 0.2318, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0718, root_relative_squared_error: 0.3735, unweighted_recall: 0.9422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9421, kappa: 0.9398, kb_relative_information_score: 0.8991, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.074, weighted_recall: 0.9422, number_of_instances: 7797, precision: 0.9424, predictive_accuracy: 0.9422, prior_entropy: 4.7004, relative_absolute_error: 0.2318, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0718, root_relative_squared_error: 0.3735, unweighted_recall: 0.9422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9494, kappa: 0.9474, kb_relative_information_score: 0.9019, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.074, weighted_recall: 0.9495, number_of_instances: 7797, precision: 0.9497, predictive_accuracy: 0.9495, prior_entropy: 4.7004, relative_absolute_error: 0.2308, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0698, root_relative_squared_error: 0.363, unweighted_recall: 0.9495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9089, kappa: 0.9052, kb_relative_information_score: 0.8651, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.074, weighted_recall: 0.9088, number_of_instances: 7797, precision: 0.9098, predictive_accuracy: 0.9088, prior_entropy: 4.7004, relative_absolute_error: 0.2906, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.084, root_relative_squared_error: 0.4366, unweighted_recall: 0.9088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9279, kappa: 0.925, kb_relative_information_score: 0.8385, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.074, weighted_recall: 0.9279, number_of_instances: 7797, precision: 0.9284, predictive_accuracy: 0.9279, prior_entropy: 4.7004, relative_absolute_error: 0.3635, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.4705, unweighted_recall: 0.9279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9505, kappa: 0.9485, kb_relative_information_score: 0.9, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.074, weighted_recall: 0.9505, number_of_instances: 7797, precision: 0.9507, predictive_accuracy: 0.9505, prior_entropy: 4.7004, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0706, root_relative_squared_error: 0.3671, unweighted_recall: 0.9505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9356, kappa: 0.933, kb_relative_information_score: 0.8164, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.074, weighted_recall: 0.9356, number_of_instances: 7797, precision: 0.9362, predictive_accuracy: 0.9356, prior_entropy: 4.7004, relative_absolute_error: 0.419, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0966, root_relative_squared_error: 0.5021, unweighted_recall: 0.9356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9459, kappa: 0.9437, kb_relative_information_score: 0.8959, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.074, weighted_recall: 0.9459, number_of_instances: 7797, precision: 0.9461, predictive_accuracy: 0.9459, prior_entropy: 4.7004, relative_absolute_error: 0.2458, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0726, root_relative_squared_error: 0.3773, unweighted_recall: 0.9459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9461, kappa: 0.944, kb_relative_information_score: 0.9, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.074, weighted_recall: 0.9461, number_of_instances: 7797, precision: 0.9464, predictive_accuracy: 0.9461, prior_entropy: 4.7004, relative_absolute_error: 0.2329, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0709, root_relative_squared_error: 0.3689, unweighted_recall: 0.9461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9513, kappa: 0.9494, kb_relative_information_score: 0.9002, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.074, weighted_recall: 0.9514, number_of_instances: 7797, precision: 0.9515, predictive_accuracy: 0.9514, prior_entropy: 4.7004, relative_absolute_error: 0.2393, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0704, root_relative_squared_error: 0.3662, unweighted_recall: 0.9514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9306, kappa: 0.928, kb_relative_information_score: 0.8566, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.074, weighted_recall: 0.9307, number_of_instances: 7797, precision: 0.931, predictive_accuracy: 0.9307, prior_entropy: 4.7004, relative_absolute_error: 0.3256, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0852, root_relative_squared_error: 0.4428, unweighted_recall: 0.9307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9409, kappa: 0.9385, kb_relative_information_score: 0.9098, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.074, weighted_recall: 0.9409, number_of_instances: 7797, precision: 0.9411, predictive_accuracy: 0.9409, prior_entropy: 4.7004, relative_absolute_error: 0.2026, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0691, root_relative_squared_error: 0.3594, unweighted_recall: 0.9409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9207, kappa: 0.9176, kb_relative_information_score: 0.8742, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.074, weighted_recall: 0.9207, number_of_instances: 7797, precision: 0.9213, predictive_accuracy: 0.9207, prior_entropy: 4.7004, relative_absolute_error: 0.2767, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.4193, unweighted_recall: 0.9207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9276, kappa: 0.9248, kb_relative_information_score: 0.8297, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.074, weighted_recall: 0.9277, number_of_instances: 7797, precision: 0.9281, predictive_accuracy: 0.9277, prior_entropy: 4.7004, relative_absolute_error: 0.3838, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.093, root_relative_squared_error: 0.4835, unweighted_recall: 0.9277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9297, kappa: 0.9269, kb_relative_information_score: 0.8076, mean_absolute_error: 0.0322, mean_prior_absolute_error: 0.074, weighted_recall: 0.9297, number_of_instances: 7797, precision: 0.9305, predictive_accuracy: 0.9297, prior_entropy: 4.7004, relative_absolute_error: 0.436, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.5181, unweighted_recall: 0.9297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9487, kappa: 0.9466, kb_relative_information_score: 0.9056, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.074, weighted_recall: 0.9487, number_of_instances: 7797, precision: 0.9489, predictive_accuracy: 0.9487, prior_entropy: 4.7004, relative_absolute_error: 0.2213, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.069, root_relative_squared_error: 0.3589, unweighted_recall: 0.9487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.8941, kappa: 0.8898, kb_relative_information_score: 0.8613, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.074, weighted_recall: 0.8941, number_of_instances: 7797, precision: 0.8951, predictive_accuracy: 0.8941, prior_entropy: 4.7004, relative_absolute_error: 0.2895, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.086, root_relative_squared_error: 0.4473, unweighted_recall: 0.8941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9484, kappa: 0.9464, kb_relative_information_score: 0.8732, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.074, weighted_recall: 0.9484, number_of_instances: 7797, precision: 0.9487, predictive_accuracy: 0.9484, prior_entropy: 4.7004, relative_absolute_error: 0.3021, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0792, root_relative_squared_error: 0.4119, unweighted_recall: 0.9484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9496, kappa: 0.9476, kb_relative_information_score: 0.88, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.074, weighted_recall: 0.9496, number_of_instances: 7797, precision: 0.9499, predictive_accuracy: 0.9496, prior_entropy: 4.7004, relative_absolute_error: 0.2875, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0772, root_relative_squared_error: 0.4014, unweighted_recall: 0.9496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.952, kappa: 0.9501, kb_relative_information_score: 0.8898, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.074, weighted_recall: 0.952, number_of_instances: 7797, precision: 0.9523, predictive_accuracy: 0.952, prior_entropy: 4.7004, relative_absolute_error: 0.2658, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0733, root_relative_squared_error: 0.3812, unweighted_recall: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.952, kappa: 0.9501, kb_relative_information_score: 0.8898, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.074, weighted_recall: 0.952, number_of_instances: 7797, precision: 0.9523, predictive_accuracy: 0.952, prior_entropy: 4.7004, relative_absolute_error: 0.2658, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0733, root_relative_squared_error: 0.3812, unweighted_recall: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9492, kappa: 0.9472, kb_relative_information_score: 0.9079, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.074, weighted_recall: 0.9492, number_of_instances: 7797, precision: 0.9494, predictive_accuracy: 0.9492, prior_entropy: 4.7004, relative_absolute_error: 0.216, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0681, root_relative_squared_error: 0.3543, unweighted_recall: 0.9492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9455, kappa: 0.9433, kb_relative_information_score: 0.8952, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.074, weighted_recall: 0.9455, number_of_instances: 7797, precision: 0.9457, predictive_accuracy: 0.9455, prior_entropy: 4.7004, relative_absolute_error: 0.2446, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0725, root_relative_squared_error: 0.377, unweighted_recall: 0.9455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.8904, kappa: 0.886, kb_relative_information_score: 0.8639, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.074, weighted_recall: 0.8903, number_of_instances: 7797, precision: 0.8916, predictive_accuracy: 0.8903, prior_entropy: 4.7004, relative_absolute_error: 0.2809, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0856, root_relative_squared_error: 0.4449, unweighted_recall: 0.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.924, kappa: 0.921, kb_relative_information_score: 0.8264, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.074, weighted_recall: 0.9241, number_of_instances: 7797, precision: 0.9247, predictive_accuracy: 0.9241, prior_entropy: 4.7004, relative_absolute_error: 0.3903, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.4884, unweighted_recall: 0.9241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9459, kappa: 0.9438, kb_relative_information_score: 0.8193, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.074, weighted_recall: 0.946, number_of_instances: 7797, precision: 0.9465, predictive_accuracy: 0.946, prior_entropy: 4.7004, relative_absolute_error: 0.4189, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.096, root_relative_squared_error: 0.499, unweighted_recall: 0.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9483, kappa: 0.9462, kb_relative_information_score: 0.9061, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.074, weighted_recall: 0.9483, number_of_instances: 7797, precision: 0.9486, predictive_accuracy: 0.9483, prior_entropy: 4.7004, relative_absolute_error: 0.2203, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.069, root_relative_squared_error: 0.3586, unweighted_recall: 0.9483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9198, kappa: 0.9166, kb_relative_information_score: 0.8879, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.074, weighted_recall: 0.9198, number_of_instances: 7797, precision: 0.9201, predictive_accuracy: 0.9198, prior_entropy: 4.7004, relative_absolute_error: 0.2406, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0771, root_relative_squared_error: 0.4008, unweighted_recall: 0.9198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9524, kappa: 0.9505, kb_relative_information_score: 0.9048, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.074, weighted_recall: 0.9524, number_of_instances: 7797, precision: 0.9526, predictive_accuracy: 0.9524, prior_entropy: 4.7004, relative_absolute_error: 0.2273, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0687, root_relative_squared_error: 0.3574, unweighted_recall: 0.9524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9358, kappa: 0.9333, kb_relative_information_score: 0.8479, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.074, weighted_recall: 0.9359, number_of_instances: 7797, precision: 0.9362, predictive_accuracy: 0.9359, prior_entropy: 4.7004, relative_absolute_error: 0.3502, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0878, root_relative_squared_error: 0.4567, unweighted_recall: 0.9359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9484, kappa: 0.9464, kb_relative_information_score: 0.8502, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.074, weighted_recall: 0.9484, number_of_instances: 7797, precision: 0.9489, predictive_accuracy: 0.9484, prior_entropy: 4.7004, relative_absolute_error: 0.3579, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0867, root_relative_squared_error: 0.4508, unweighted_recall: 0.9484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.949, kappa: 0.947, kb_relative_information_score: 0.8722, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.074, weighted_recall: 0.9491, number_of_instances: 7797, precision: 0.9493, predictive_accuracy: 0.9491, prior_entropy: 4.7004, relative_absolute_error: 0.3061, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0798, root_relative_squared_error: 0.4149, unweighted_recall: 0.9491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.946, kappa: 0.9438, kb_relative_information_score: 0.9019, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.074, weighted_recall: 0.946, number_of_instances: 7797, precision: 0.9462, predictive_accuracy: 0.946, prior_entropy: 4.7004, relative_absolute_error: 0.2296, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0705, root_relative_squared_error: 0.3666, unweighted_recall: 0.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9529, kappa: 0.951, kb_relative_information_score: 0.8886, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.074, weighted_recall: 0.9529, number_of_instances: 7797, precision: 0.9531, predictive_accuracy: 0.9529, prior_entropy: 4.7004, relative_absolute_error: 0.2676, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0737, root_relative_squared_error: 0.3831, unweighted_recall: 0.9529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9489, kappa: 0.9469, kb_relative_information_score: 0.9086, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.074, weighted_recall: 0.949, number_of_instances: 7797, precision: 0.9491, predictive_accuracy: 0.949, prior_entropy: 4.7004, relative_absolute_error: 0.2148, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0679, root_relative_squared_error: 0.3532, unweighted_recall: 0.9489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9358, kappa: 0.9333, kb_relative_information_score: 0.8679, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.074, weighted_recall: 0.9359, number_of_instances: 7797, precision: 0.9359, predictive_accuracy: 0.9359, prior_entropy: 4.7004, relative_absolute_error: 0.3043, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0818, root_relative_squared_error: 0.4252, unweighted_recall: 0.9359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9277, kappa: 0.9249, kb_relative_information_score: 0.8381, mean_absolute_error: 0.0272, mean_prior_absolute_error: 0.074, weighted_recall: 0.9278, number_of_instances: 7797, precision: 0.9282, predictive_accuracy: 0.9278, prior_entropy: 4.7004, relative_absolute_error: 0.3675, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.4729, unweighted_recall: 0.9278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9524, kappa: 0.9505, kb_relative_information_score: 0.9022, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.074, weighted_recall: 0.9524, number_of_instances: 7797, precision: 0.9526, predictive_accuracy: 0.9524, prior_entropy: 4.7004, relative_absolute_error: 0.2338, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0695, root_relative_squared_error: 0.3612, unweighted_recall: 0.9524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9276, kappa: 0.9249, kb_relative_information_score: 0.6951, mean_absolute_error: 0.0459, mean_prior_absolute_error: 0.074, weighted_recall: 0.9278, number_of_instances: 7797, precision: 0.9291, predictive_accuracy: 0.9278, prior_entropy: 4.7004, relative_absolute_error: 0.6208, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1283, root_relative_squared_error: 0.6671, unweighted_recall: 0.9278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.952, kappa: 0.9501, kb_relative_information_score: 0.895, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.074, weighted_recall: 0.952, number_of_instances: 7797, precision: 0.9522, predictive_accuracy: 0.952, prior_entropy: 4.7004, relative_absolute_error: 0.2506, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0718, root_relative_squared_error: 0.3733, unweighted_recall: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9275, kappa: 0.9245, kb_relative_information_score: 0.8853, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.074, weighted_recall: 0.9274, number_of_instances: 7797, precision: 0.9279, predictive_accuracy: 0.9274, prior_entropy: 4.7004, relative_absolute_error: 0.2552, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.077, root_relative_squared_error: 0.4001, unweighted_recall: 0.9274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9001, kappa: 0.8961, kb_relative_information_score: 0.871, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.074, weighted_recall: 0.9001, number_of_instances: 7797, precision: 0.9011, predictive_accuracy: 0.9001, prior_entropy: 4.7004, relative_absolute_error: 0.2698, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0832, root_relative_squared_error: 0.4324, unweighted_recall: 0.9001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9499, kappa: 0.948, kb_relative_information_score: 0.9071, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.074, weighted_recall: 0.95, number_of_instances: 7797, precision: 0.9501, predictive_accuracy: 0.95, prior_entropy: 4.7004, relative_absolute_error: 0.2193, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0684, root_relative_squared_error: 0.3557, unweighted_recall: 0.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9247, kappa: 0.9218, kb_relative_information_score: 0.8424, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.074, weighted_recall: 0.9248, number_of_instances: 7797, precision: 0.9253, predictive_accuracy: 0.9248, prior_entropy: 4.7004, relative_absolute_error: 0.3536, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.4661, unweighted_recall: 0.9248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9294, kappa: 0.9266, kb_relative_information_score: 0.8362, mean_absolute_error: 0.0275, mean_prior_absolute_error: 0.074, weighted_recall: 0.9295, number_of_instances: 7797, precision: 0.9301, predictive_accuracy: 0.9295, prior_entropy: 4.7004, relative_absolute_error: 0.3713, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.091, root_relative_squared_error: 0.4731, unweighted_recall: 0.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9336, kappa: 0.931, kb_relative_information_score: 0.8652, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.074, weighted_recall: 0.9337, number_of_instances: 7797, precision: 0.9339, predictive_accuracy: 0.9337, prior_entropy: 4.7004, relative_absolute_error: 0.3077, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0825, root_relative_squared_error: 0.4289, unweighted_recall: 0.9337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9468, kappa: 0.9448, kb_relative_information_score: 0.87, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.074, weighted_recall: 0.9469, number_of_instances: 7797, precision: 0.9471, predictive_accuracy: 0.9469, prior_entropy: 4.7004, relative_absolute_error: 0.309, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0802, root_relative_squared_error: 0.417, unweighted_recall: 0.9469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9246, kappa: 0.9216, kb_relative_information_score: 0.8583, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.074, weighted_recall: 0.9246, number_of_instances: 7797, precision: 0.925, predictive_accuracy: 0.9246, prior_entropy: 4.7004, relative_absolute_error: 0.3205, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0851, root_relative_squared_error: 0.4425, unweighted_recall: 0.9246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9418, kappa: 0.9394, kb_relative_information_score: 0.8841, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.074, weighted_recall: 0.9418, number_of_instances: 7797, precision: 0.9421, predictive_accuracy: 0.9418, prior_entropy: 4.7004, relative_absolute_error: 0.2696, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0764, root_relative_squared_error: 0.3974, unweighted_recall: 0.9418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9209, kappa: 0.918, kb_relative_information_score: 0.649, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.074, weighted_recall: 0.9211, number_of_instances: 7797, precision: 0.9225, predictive_accuracy: 0.9211, prior_entropy: 4.7004, relative_absolute_error: 0.6788, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1379, root_relative_squared_error: 0.717, unweighted_recall: 0.9211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9511, kappa: 0.9492, kb_relative_information_score: 0.8737, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.074, weighted_recall: 0.9511, number_of_instances: 7797, precision: 0.9514, predictive_accuracy: 0.9511, prior_entropy: 4.7004, relative_absolute_error: 0.3045, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0788, root_relative_squared_error: 0.4099, unweighted_recall: 0.9511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9494, kappa: 0.9474, kb_relative_information_score: 0.8693, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.074, weighted_recall: 0.9495, number_of_instances: 7797, precision: 0.9498, predictive_accuracy: 0.9495, prior_entropy: 4.7004, relative_absolute_error: 0.3115, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0804, root_relative_squared_error: 0.4178, unweighted_recall: 0.9495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9123, kappa: 0.9093, kb_relative_information_score: 0.6586, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.074, weighted_recall: 0.9128, number_of_instances: 7797, precision: 0.914, predictive_accuracy: 0.9128, prior_entropy: 4.7004, relative_absolute_error: 0.6676, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1366, root_relative_squared_error: 0.7103, unweighted_recall: 0.9128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9439, kappa: 0.9417, kb_relative_information_score: 0.8771, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.074, weighted_recall: 0.944, number_of_instances: 7797, precision: 0.9441, predictive_accuracy: 0.944, prior_entropy: 4.7004, relative_absolute_error: 0.2886, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0784, root_relative_squared_error: 0.4078, unweighted_recall: 0.9439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9338, kappa: 0.9312, kb_relative_information_score: 0.8648, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.074, weighted_recall: 0.9338, number_of_instances: 7797, precision: 0.9341, predictive_accuracy: 0.9338, prior_entropy: 4.7004, relative_absolute_error: 0.3102, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0828, root_relative_squared_error: 0.4306, unweighted_recall: 0.9338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9498, kappa: 0.9478, kb_relative_information_score: 0.8916, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.074, weighted_recall: 0.9499, number_of_instances: 7797, precision: 0.9501, predictive_accuracy: 0.9499, prior_entropy: 4.7004, relative_absolute_error: 0.26, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0733, root_relative_squared_error: 0.3811, unweighted_recall: 0.9499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9029, kappa: 0.899, kb_relative_information_score: 0.8676, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.074, weighted_recall: 0.9029, number_of_instances: 7797, precision: 0.9038, predictive_accuracy: 0.9029, prior_entropy: 4.7004, relative_absolute_error: 0.2793, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0839, root_relative_squared_error: 0.4362, unweighted_recall: 0.9029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9494, kappa: 0.9474, kb_relative_information_score: 0.8693, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.074, weighted_recall: 0.9495, number_of_instances: 7797, precision: 0.9498, predictive_accuracy: 0.9495, prior_entropy: 4.7004, relative_absolute_error: 0.3115, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0804, root_relative_squared_error: 0.4178, unweighted_recall: 0.9495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9531, kappa: 0.9513, kb_relative_information_score: 0.9024, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.074, weighted_recall: 0.9532, number_of_instances: 7797, precision: 0.9534, predictive_accuracy: 0.9532, prior_entropy: 4.7004, relative_absolute_error: 0.2351, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0696, root_relative_squared_error: 0.3617, unweighted_recall: 0.9532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9498, kappa: 0.9478, kb_relative_information_score: 0.9024, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.074, weighted_recall: 0.9499, number_of_instances: 7797, precision: 0.9501, predictive_accuracy: 0.9499, prior_entropy: 4.7004, relative_absolute_error: 0.232, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0697, root_relative_squared_error: 0.3626, unweighted_recall: 0.9498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9518, kappa: 0.9498, kb_relative_information_score: 0.8896, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.074, weighted_recall: 0.9518, number_of_instances: 7797, precision: 0.952, predictive_accuracy: 0.9518, prior_entropy: 4.7004, relative_absolute_error: 0.2648, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0735, root_relative_squared_error: 0.3822, unweighted_recall: 0.9518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9004, kappa: 0.8972, kb_relative_information_score: 0.5486, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.074, weighted_recall: 0.9011, number_of_instances: 7797, precision: 0.904, predictive_accuracy: 0.9011, prior_entropy: 4.7004, relative_absolute_error: 0.7815, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1549, root_relative_squared_error: 0.8055, unweighted_recall: 0.9011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.912, kappa: 0.9085, kb_relative_information_score: 0.8663, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.074, weighted_recall: 0.912, number_of_instances: 7797, precision: 0.9128, predictive_accuracy: 0.912, prior_entropy: 4.7004, relative_absolute_error: 0.2887, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0837, root_relative_squared_error: 0.4351, unweighted_recall: 0.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9502, kappa: 0.9482, kb_relative_information_score: 0.9041, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.074, weighted_recall: 0.9502, number_of_instances: 7797, precision: 0.9503, predictive_accuracy: 0.9502, prior_entropy: 4.7004, relative_absolute_error: 0.2266, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.069, root_relative_squared_error: 0.359, unweighted_recall: 0.9502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9476, kappa: 0.9456, kb_relative_information_score: 0.9082, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.074, weighted_recall: 0.9477, number_of_instances: 7797, precision: 0.9478, predictive_accuracy: 0.9477, prior_entropy: 4.7004, relative_absolute_error: 0.2141, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0682, root_relative_squared_error: 0.3546, unweighted_recall: 0.9477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9494, kappa: 0.9474, kb_relative_information_score: 0.8693, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.074, weighted_recall: 0.9495, number_of_instances: 7797, precision: 0.9498, predictive_accuracy: 0.9495, prior_entropy: 4.7004, relative_absolute_error: 0.3115, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0804, root_relative_squared_error: 0.4178, unweighted_recall: 0.9495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9503, kappa: 0.9484, kb_relative_information_score: 0.9037, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.074, weighted_recall: 0.9504, number_of_instances: 7797, precision: 0.9506, predictive_accuracy: 0.9504, prior_entropy: 4.7004, relative_absolute_error: 0.2285, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0696, root_relative_squared_error: 0.3621, unweighted_recall: 0.9504,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

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

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

OpenML APIs