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: 0.9972, f_measure: 0.9237, kappa: 0.9208, kb_relative_information_score: 0.7928, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.074, weighted_recall: 0.9238, number_of_instances: 7797, precision: 0.9247, predictive_accuracy: 0.9238, prior_entropy: 4.7004, relative_absolute_error: 0.4613, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.104, root_relative_squared_error: 0.5409, unweighted_recall: 0.9238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9516, kappa: 0.9497, kb_relative_information_score: 0.8939, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.074, weighted_recall: 0.9516, number_of_instances: 7797, precision: 0.9519, predictive_accuracy: 0.9516, prior_entropy: 4.7004, relative_absolute_error: 0.2547, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.3766, unweighted_recall: 0.9516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9475, kappa: 0.9454, kb_relative_information_score: 0.8697, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.074, weighted_recall: 0.9475, number_of_instances: 7797, precision: 0.9478, predictive_accuracy: 0.9475, prior_entropy: 4.7004, relative_absolute_error: 0.3109, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0802, root_relative_squared_error: 0.4171, unweighted_recall: 0.9475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.934, kappa: 0.9314, kb_relative_information_score: 0.861, mean_absolute_error: 0.0235, mean_prior_absolute_error: 0.074, weighted_recall: 0.9341, number_of_instances: 7797, precision: 0.9344, predictive_accuracy: 0.9341, prior_entropy: 4.7004, relative_absolute_error: 0.3178, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0836, root_relative_squared_error: 0.4345, unweighted_recall: 0.9341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.8456, kappa: 0.8434, kb_relative_information_score: 0.6546, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.074, weighted_recall: 0.8494, number_of_instances: 7797, precision: 0.8561, predictive_accuracy: 0.8494, prior_entropy: 4.7004, relative_absolute_error: 0.6506, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1365, root_relative_squared_error: 0.71, unweighted_recall: 0.8495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9528, kappa: 0.9509, kb_relative_information_score: 0.8886, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.074, weighted_recall: 0.9528, number_of_instances: 7797, precision: 0.9531, predictive_accuracy: 0.9528, prior_entropy: 4.7004, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0738, root_relative_squared_error: 0.3839, unweighted_recall: 0.9528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9037, kappa: 0.9004, kb_relative_information_score: 0.5986, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.074, weighted_recall: 0.9042, number_of_instances: 7797, precision: 0.9063, predictive_accuracy: 0.9042, prior_entropy: 4.7004, relative_absolute_error: 0.7341, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1472, root_relative_squared_error: 0.7656, unweighted_recall: 0.9042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9483, kappa: 0.9462, kb_relative_information_score: 0.907, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.074, weighted_recall: 0.9483, number_of_instances: 7797, precision: 0.9485, predictive_accuracy: 0.9483, prior_entropy: 4.7004, relative_absolute_error: 0.2183, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0684, root_relative_squared_error: 0.3555, unweighted_recall: 0.9483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.8961, kappa: 0.892, kb_relative_information_score: 0.8675, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.074, weighted_recall: 0.8961, number_of_instances: 7797, precision: 0.8972, predictive_accuracy: 0.8961, prior_entropy: 4.7004, relative_absolute_error: 0.2764, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0842, root_relative_squared_error: 0.438, unweighted_recall: 0.8961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, kb_relative_information_score: 0.0004, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0385, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, unweighted_recall: 0.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9424, kappa: 0.9401, kb_relative_information_score: 0.8986, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.074, weighted_recall: 0.9424, number_of_instances: 7797, precision: 0.9426, predictive_accuracy: 0.9424, prior_entropy: 4.7004, relative_absolute_error: 0.2338, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0719, root_relative_squared_error: 0.374, unweighted_recall: 0.9424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9516, kappa: 0.9497, kb_relative_information_score: 0.8762, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.074, weighted_recall: 0.9516, number_of_instances: 7797, precision: 0.9519, predictive_accuracy: 0.9516, prior_entropy: 4.7004, relative_absolute_error: 0.2982, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.4059, unweighted_recall: 0.9516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9522, kappa: 0.9504, kb_relative_information_score: 0.8976, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.074, weighted_recall: 0.9523, number_of_instances: 7797, precision: 0.9524, predictive_accuracy: 0.9523, prior_entropy: 4.7004, relative_absolute_error: 0.2451, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.071, root_relative_squared_error: 0.3691, unweighted_recall: 0.9523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9325, kappa: 0.9298, kb_relative_information_score: 0.8634, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.074, weighted_recall: 0.9325, number_of_instances: 7797, precision: 0.9327, predictive_accuracy: 0.9325, prior_entropy: 4.7004, relative_absolute_error: 0.3135, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0833, root_relative_squared_error: 0.4331, unweighted_recall: 0.9325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9515, kappa: 0.9496, kb_relative_information_score: 0.8929, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.074, weighted_recall: 0.9515, number_of_instances: 7797, precision: 0.9517, predictive_accuracy: 0.9515, prior_entropy: 4.7004, relative_absolute_error: 0.2571, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0723, root_relative_squared_error: 0.3762, unweighted_recall: 0.9515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9499, kappa: 0.948, kb_relative_information_score: 0.9027, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.074, weighted_recall: 0.95, number_of_instances: 7797, precision: 0.9502, predictive_accuracy: 0.95, prior_entropy: 4.7004, relative_absolute_error: 0.2325, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0696, root_relative_squared_error: 0.3621, unweighted_recall: 0.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9491, kappa: 0.947, kb_relative_information_score: 0.8693, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.074, weighted_recall: 0.9491, number_of_instances: 7797, precision: 0.9494, predictive_accuracy: 0.9491, prior_entropy: 4.7004, relative_absolute_error: 0.3116, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0804, root_relative_squared_error: 0.4179, unweighted_recall: 0.9491,
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: 0.9986, f_measure: 0.9465, kappa: 0.9444, kb_relative_information_score: 0.8665, mean_absolute_error: 0.0235, mean_prior_absolute_error: 0.074, weighted_recall: 0.9465, number_of_instances: 7797, precision: 0.9469, predictive_accuracy: 0.9465, prior_entropy: 4.7004, relative_absolute_error: 0.3182, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0813, root_relative_squared_error: 0.4229, unweighted_recall: 0.9465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9359, kappa: 0.9334, kb_relative_information_score: 0.8546, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.074, weighted_recall: 0.936, number_of_instances: 7797, precision: 0.9362, predictive_accuracy: 0.936, prior_entropy: 4.7004, relative_absolute_error: 0.3369, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0855, root_relative_squared_error: 0.4448, unweighted_recall: 0.936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9046, kappa: 0.9006, kb_relative_information_score: 0.8597, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.074, weighted_recall: 0.9045, number_of_instances: 7797, precision: 0.9067, predictive_accuracy: 0.9045, prior_entropy: 4.7004, relative_absolute_error: 0.3106, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.4657, unweighted_recall: 0.9045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9338, kappa: 0.9313, kb_relative_information_score: 0.8408, mean_absolute_error: 0.0272, mean_prior_absolute_error: 0.074, weighted_recall: 0.9339, number_of_instances: 7797, precision: 0.9342, predictive_accuracy: 0.9339, prior_entropy: 4.7004, relative_absolute_error: 0.3676, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0893, root_relative_squared_error: 0.4642, unweighted_recall: 0.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9684, kappa: 0.9672, kb_relative_information_score: 0.898, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.074, weighted_recall: 0.9684, number_of_instances: 7797, precision: 0.9685, predictive_accuracy: 0.9684, prior_entropy: 4.7004, relative_absolute_error: 0.2755, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0743, root_relative_squared_error: 0.3864, unweighted_recall: 0.9684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9692, kappa: 0.968, kb_relative_information_score: 0.9573, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.074, weighted_recall: 0.9692, number_of_instances: 7797, precision: 0.9693, predictive_accuracy: 0.9692, prior_entropy: 4.7004, relative_absolute_error: 0.0991, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0461, root_relative_squared_error: 0.2398, unweighted_recall: 0.9692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9632, kappa: 0.9617, kb_relative_information_score: 0.9692, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.074, weighted_recall: 0.9632, number_of_instances: 7797, precision: 0.9633, predictive_accuracy: 0.9632, prior_entropy: 4.7004, relative_absolute_error: 0.0559, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0458, root_relative_squared_error: 0.2384, unweighted_recall: 0.9632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9605, kappa: 0.9589, kb_relative_information_score: 0.9661, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.074, weighted_recall: 0.9605, number_of_instances: 7797, precision: 0.9607, predictive_accuracy: 0.9605, prior_entropy: 4.7004, relative_absolute_error: 0.0482, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0491, root_relative_squared_error: 0.2551, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9605, kappa: 0.9589, kb_relative_information_score: 0.9661, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.074, weighted_recall: 0.9605, number_of_instances: 7797, precision: 0.9607, predictive_accuracy: 0.9605, prior_entropy: 4.7004, relative_absolute_error: 0.0482, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0491, root_relative_squared_error: 0.2551, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9527, kappa: 0.9508, kb_relative_information_score: 0.9602, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.074, weighted_recall: 0.9527, number_of_instances: 7797, precision: 0.9529, predictive_accuracy: 0.9527, prior_entropy: 4.7004, relative_absolute_error: 0.06, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0526, root_relative_squared_error: 0.2734, unweighted_recall: 0.9527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9535, kappa: 0.9516, kb_relative_information_score: 0.9518, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.074, weighted_recall: 0.9534, number_of_instances: 7797, precision: 0.9538, predictive_accuracy: 0.9534, prior_entropy: 4.7004, relative_absolute_error: 0.0947, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0529, root_relative_squared_error: 0.2751, unweighted_recall: 0.9534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4913, kappa: 0.0002, kb_relative_information_score: 0.0027, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0385, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, unweighted_recall: 0.0387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4913, kappa: 0.0002, kb_relative_information_score: 0.0027, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0385, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, unweighted_recall: 0.0387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9758, kappa: 0.9748, kb_relative_information_score: 0.9632, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.074, weighted_recall: 0.9758, number_of_instances: 7797, precision: 0.976, predictive_accuracy: 0.9758, prior_entropy: 4.7004, relative_absolute_error: 0.0845, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0419, root_relative_squared_error: 0.2181, unweighted_recall: 0.9758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9758, kappa: 0.9748, kb_relative_information_score: 0.9632, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.074, weighted_recall: 0.9758, number_of_instances: 7797, precision: 0.976, predictive_accuracy: 0.9758, prior_entropy: 4.7004, relative_absolute_error: 0.0845, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0419, root_relative_squared_error: 0.2181, unweighted_recall: 0.9758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9767, kappa: 0.9757, kb_relative_information_score: 0.9642, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.074, weighted_recall: 0.9767, number_of_instances: 7797, precision: 0.9768, predictive_accuracy: 0.9767, prior_entropy: 4.7004, relative_absolute_error: 0.0832, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0413, root_relative_squared_error: 0.2147, unweighted_recall: 0.9767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9322, kappa: 0.9297, kb_relative_information_score: 0.9279, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.074, weighted_recall: 0.9324, number_of_instances: 7797, precision: 0.9324, predictive_accuracy: 0.9324, prior_entropy: 4.7004, relative_absolute_error: 0.1521, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0645, root_relative_squared_error: 0.3354, unweighted_recall: 0.9324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kb_relative_information_score: 0, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0385, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, unweighted_recall: 0.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.3981, kappa: 0.3691, kb_relative_information_score: 0.4756, mean_absolute_error: 0.0601, mean_prior_absolute_error: 0.074, weighted_recall: 0.3934, number_of_instances: 7797, precision: 0.4463, predictive_accuracy: 0.3934, prior_entropy: 4.7004, relative_absolute_error: 0.8126, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1683, root_relative_squared_error: 0.8749, unweighted_recall: 0.3933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, kappa: 0.0002, kb_relative_information_score: 0.0028, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0385, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, unweighted_recall: 0.0387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4845, kb_relative_information_score: 0, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0385, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, unweighted_recall: 0.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0385, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, unweighted_recall: 0.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9536, kappa: 0.9516, kb_relative_information_score: 0.942, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.074, weighted_recall: 0.9534, number_of_instances: 7797, precision: 0.9543, predictive_accuracy: 0.9534, prior_entropy: 4.7004, relative_absolute_error: 0.1193, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0552, root_relative_squared_error: 0.287, unweighted_recall: 0.9534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.969, kappa: 0.9677, kb_relative_information_score: 0.9573, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.074, weighted_recall: 0.969, number_of_instances: 7797, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 4.7004, relative_absolute_error: 0.099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0461, root_relative_squared_error: 0.2396, unweighted_recall: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.7673, kappa: 0.7383, kb_relative_information_score: 0.3125, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.074, weighted_recall: 0.7484, number_of_instances: 7797, precision: 0.8539, predictive_accuracy: 0.7484, prior_entropy: 4.7004, relative_absolute_error: 0.8694, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.9033, unweighted_recall: 0.7483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.7673, kappa: 0.7383, kb_relative_information_score: 0.3125, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.074, weighted_recall: 0.7484, number_of_instances: 7797, precision: 0.8539, predictive_accuracy: 0.7484, prior_entropy: 4.7004, relative_absolute_error: 0.8694, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.9033, unweighted_recall: 0.7483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9465, kappa: 0.9444, kb_relative_information_score: 0.9421, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.074, weighted_recall: 0.9465, number_of_instances: 7797, precision: 0.9466, predictive_accuracy: 0.9465, prior_entropy: 4.7004, relative_absolute_error: 0.1246, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.057, root_relative_squared_error: 0.2965, unweighted_recall: 0.9465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.978, kappa: 0.9771, kb_relative_information_score: 0.9647, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.074, weighted_recall: 0.9779, number_of_instances: 7797, precision: 0.978, predictive_accuracy: 0.9779, prior_entropy: 4.7004, relative_absolute_error: 0.0826, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.041, root_relative_squared_error: 0.2131, unweighted_recall: 0.9779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.6428, kappa: 0.6429, kb_relative_information_score: 0.5335, mean_absolute_error: 0.0495, mean_prior_absolute_error: 0.074, weighted_recall: 0.6567, number_of_instances: 7797, precision: 0.7096, predictive_accuracy: 0.6567, prior_entropy: 4.7004, relative_absolute_error: 0.6693, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1516, root_relative_squared_error: 0.7883, unweighted_recall: 0.6566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9757, kappa: 0.9747, kb_relative_information_score: 0.9631, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.074, weighted_recall: 0.9756, number_of_instances: 7797, precision: 0.9757, predictive_accuracy: 0.9756, prior_entropy: 4.7004, relative_absolute_error: 0.0875, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.042, root_relative_squared_error: 0.2185, unweighted_recall: 0.9756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, kb_relative_information_score: 0, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0385, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, unweighted_recall: 0.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9773, kappa: 0.9764, kb_relative_information_score: 0.9643, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.074, weighted_recall: 0.9773, number_of_instances: 7797, precision: 0.9774, predictive_accuracy: 0.9773, prior_entropy: 4.7004, relative_absolute_error: 0.0839, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0412, root_relative_squared_error: 0.2142, unweighted_recall: 0.9773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, kb_relative_information_score: 0, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0385, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, unweighted_recall: 0.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9488, kappa: 0.9454, kb_relative_information_score: 0.9322, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.074, weighted_recall: 0.9475, number_of_instances: 7797, precision: 0.9526, predictive_accuracy: 0.9475, prior_entropy: 4.7004, relative_absolute_error: 0.1305, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0596, root_relative_squared_error: 0.3102, unweighted_recall: 0.9475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9413, kappa: 0.937, kb_relative_information_score: 0.926, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.074, weighted_recall: 0.9395, number_of_instances: 7797, precision: 0.9468, predictive_accuracy: 0.9395, prior_entropy: 4.7004, relative_absolute_error: 0.1386, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0627, root_relative_squared_error: 0.3259, unweighted_recall: 0.9395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9549, kappa: 0.9529, kb_relative_information_score: 0.9432, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.074, weighted_recall: 0.9547, number_of_instances: 7797, precision: 0.9554, predictive_accuracy: 0.9547, prior_entropy: 4.7004, relative_absolute_error: 0.1173, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0546, root_relative_squared_error: 0.2841, unweighted_recall: 0.9547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9682, kappa: 0.9669, kb_relative_information_score: 0.9582, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.074, weighted_recall: 0.9682, number_of_instances: 7797, precision: 0.9684, predictive_accuracy: 0.9682, prior_entropy: 4.7004, relative_absolute_error: 0.0926, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0463, root_relative_squared_error: 0.2409, unweighted_recall: 0.9682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9706, kappa: 0.9695, kb_relative_information_score: 0.9592, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.074, weighted_recall: 0.9706, number_of_instances: 7797, precision: 0.9707, predictive_accuracy: 0.9706, prior_entropy: 4.7004, relative_absolute_error: 0.0955, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0447, root_relative_squared_error: 0.2326, unweighted_recall: 0.9706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0385, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, unweighted_recall: 0.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4923, kb_relative_information_score: 0, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0385, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, unweighted_recall: 0.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4923, kb_relative_information_score: 0, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0385, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, unweighted_recall: 0.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.969, kappa: 0.9677, kb_relative_information_score: 0.9573, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.074, weighted_recall: 0.969, number_of_instances: 7797, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 4.7004, relative_absolute_error: 0.099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0461, root_relative_squared_error: 0.2396, unweighted_recall: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0385, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, unweighted_recall: 0.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9526, kappa: 0.9505, kb_relative_information_score: 0.94, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.9524, number_of_instances: 7797, precision: 0.9532, predictive_accuracy: 0.9524, prior_entropy: 4.7004, relative_absolute_error: 0.1228, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0562, root_relative_squared_error: 0.292, unweighted_recall: 0.9524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0385, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, unweighted_recall: 0.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4655, kb_relative_information_score: 0, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0385, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, unweighted_recall: 0.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9712, kappa: 0.97, kb_relative_information_score: 0.9612, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.074, weighted_recall: 0.9711, number_of_instances: 7797, precision: 0.9713, predictive_accuracy: 0.9711, prior_entropy: 4.7004, relative_absolute_error: 0.0874, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0444, root_relative_squared_error: 0.2306, unweighted_recall: 0.9711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9704, kappa: 0.9692, kb_relative_information_score: 0.9588, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.074, weighted_recall: 0.9704, number_of_instances: 7797, precision: 0.9704, predictive_accuracy: 0.9704, prior_entropy: 4.7004, relative_absolute_error: 0.0962, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.045, root_relative_squared_error: 0.2338, unweighted_recall: 0.9704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9492, kappa: 0.946, kb_relative_information_score: 0.9327, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.074, weighted_recall: 0.9481, number_of_instances: 7797, precision: 0.9529, predictive_accuracy: 0.9481, prior_entropy: 4.7004, relative_absolute_error: 0.1299, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0594, root_relative_squared_error: 0.3089, unweighted_recall: 0.9481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9705, kappa: 0.9693, kb_relative_information_score: 0.9589, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.074, weighted_recall: 0.9705, number_of_instances: 7797, precision: 0.9706, predictive_accuracy: 0.9705, prior_entropy: 4.7004, relative_absolute_error: 0.096, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0449, root_relative_squared_error: 0.2335, unweighted_recall: 0.9705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9554, kappa: 0.9529, kb_relative_information_score: 0.9399, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.074, weighted_recall: 0.9547, number_of_instances: 7797, precision: 0.9578, predictive_accuracy: 0.9547, prior_entropy: 4.7004, relative_absolute_error: 0.1199, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0556, root_relative_squared_error: 0.2893, unweighted_recall: 0.9547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9302, kappa: 0.9236, kb_relative_information_score: 0.9153, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.074, weighted_recall: 0.9265, number_of_instances: 7797, precision: 0.94, predictive_accuracy: 0.9265, prior_entropy: 4.7004, relative_absolute_error: 0.1515, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0675, root_relative_squared_error: 0.3511, unweighted_recall: 0.9265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9727, kappa: 0.9716, kb_relative_information_score: 0.9606, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.074, weighted_recall: 0.9727, number_of_instances: 7797, precision: 0.9729, predictive_accuracy: 0.9727, prior_entropy: 4.7004, relative_absolute_error: 0.0901, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0437, root_relative_squared_error: 0.2275, unweighted_recall: 0.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9605, kappa: 0.9589, kb_relative_information_score: 0.9661, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.074, weighted_recall: 0.9605, number_of_instances: 7797, precision: 0.9607, predictive_accuracy: 0.9605, prior_entropy: 4.7004, relative_absolute_error: 0.0482, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0491, root_relative_squared_error: 0.2551, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9605, kappa: 0.9589, kb_relative_information_score: 0.9661, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.074, weighted_recall: 0.9605, number_of_instances: 7797, precision: 0.9607, predictive_accuracy: 0.9605, prior_entropy: 4.7004, relative_absolute_error: 0.0482, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0491, root_relative_squared_error: 0.2551, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.969, kappa: 0.9677, kb_relative_information_score: 0.9573, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.074, weighted_recall: 0.969, number_of_instances: 7797, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 4.7004, relative_absolute_error: 0.099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0461, root_relative_squared_error: 0.2396, unweighted_recall: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3147, kappa: -0.0101, kb_relative_information_score: 0, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0287, number_of_instances: 7797, predictive_accuracy: 0.0287, prior_entropy: 4.7004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, unweighted_recall: 0.0287,
0 likes - 1 downloads - 1 reach - area_under_roc_curve: 0.9994, f_measure: 0.969, kappa: 0.9677, kb_relative_information_score: 0.9573, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.074, weighted_recall: 0.969, number_of_instances: 7797, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 4.7004, relative_absolute_error: 0.099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0461, root_relative_squared_error: 0.2396, unweighted_recall: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4368, kappa: -0.0011, kb_relative_information_score: 0, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0375, number_of_instances: 7797, predictive_accuracy: 0.0375, prior_entropy: 4.7004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, unweighted_recall: 0.0374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9527, kappa: 0.9508, kb_relative_information_score: 0.9602, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.074, weighted_recall: 0.9527, number_of_instances: 7797, precision: 0.9529, predictive_accuracy: 0.9527, prior_entropy: 4.7004, relative_absolute_error: 0.06, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0526, root_relative_squared_error: 0.2734, unweighted_recall: 0.9527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.969, kappa: 0.9677, kb_relative_information_score: 0.9573, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.074, weighted_recall: 0.969, number_of_instances: 7797, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 4.7004, relative_absolute_error: 0.099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0461, root_relative_squared_error: 0.2396, unweighted_recall: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9704, kappa: 0.9692, kb_relative_information_score: 0.9603, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.074, weighted_recall: 0.9704, number_of_instances: 7797, precision: 0.9706, predictive_accuracy: 0.9704, prior_entropy: 4.7004, relative_absolute_error: 0.0895, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0448, root_relative_squared_error: 0.2329, unweighted_recall: 0.9704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9741, kappa: 0.9731, kb_relative_information_score: 0.9614, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.074, weighted_recall: 0.9741, number_of_instances: 7797, precision: 0.9742, predictive_accuracy: 0.9741, prior_entropy: 4.7004, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0431, root_relative_squared_error: 0.224, unweighted_recall: 0.9741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.734, kappa: 0.6385, kb_relative_information_score: 0.2369, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.074, weighted_recall: 0.6524, number_of_instances: 7797, precision: 0.9179, predictive_accuracy: 0.6524, prior_entropy: 4.7004, relative_absolute_error: 0.9011, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.9244, unweighted_recall: 0.6523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9703, kappa: 0.9691, kb_relative_information_score: 0.9601, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.074, weighted_recall: 0.9702, number_of_instances: 7797, precision: 0.9704, predictive_accuracy: 0.9702, prior_entropy: 4.7004, relative_absolute_error: 0.0891, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0451, root_relative_squared_error: 0.2344, unweighted_recall: 0.9702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9694, kappa: 0.9681, kb_relative_information_score: 0.9598, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.074, weighted_recall: 0.9693, number_of_instances: 7797, precision: 0.9695, predictive_accuracy: 0.9693, prior_entropy: 4.7004, relative_absolute_error: 0.0905, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0452, root_relative_squared_error: 0.2351, unweighted_recall: 0.9693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9693, kappa: 0.968, kb_relative_information_score: 0.959, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.074, weighted_recall: 0.9692, number_of_instances: 7797, precision: 0.9694, predictive_accuracy: 0.9692, prior_entropy: 4.7004, relative_absolute_error: 0.0911, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0458, root_relative_squared_error: 0.2382, unweighted_recall: 0.9692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9727, kappa: 0.9716, kb_relative_information_score: 0.9609, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.074, weighted_recall: 0.9727, number_of_instances: 7797, precision: 0.9728, predictive_accuracy: 0.9727, prior_entropy: 4.7004, relative_absolute_error: 0.0916, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0437, root_relative_squared_error: 0.2271, unweighted_recall: 0.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8223, kappa: 0.4797, kb_relative_information_score: 0.0067, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, weighted_recall: 0.4997, number_of_instances: 7797, predictive_accuracy: 0.4997, prior_entropy: 4.7004, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.999, unweighted_recall: 0.4995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9697, kappa: 0.9685, kb_relative_information_score: 0.9579, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.074, weighted_recall: 0.9697, number_of_instances: 7797, precision: 0.9698, predictive_accuracy: 0.9697, prior_entropy: 4.7004, relative_absolute_error: 0.098, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0457, root_relative_squared_error: 0.2374, unweighted_recall: 0.9697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9713, kappa: 0.5912, kb_relative_information_score: 0.3596, mean_absolute_error: 0.0664, mean_prior_absolute_error: 0.074, weighted_recall: 0.6069, number_of_instances: 7797, predictive_accuracy: 0.6069, prior_entropy: 4.7004, relative_absolute_error: 0.8983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.9167, unweighted_recall: 0.6067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9533, kappa: 0.9512, kb_relative_information_score: 0.9413, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.074, weighted_recall: 0.9531, number_of_instances: 7797, precision: 0.9539, predictive_accuracy: 0.9531, prior_entropy: 4.7004, relative_absolute_error: 0.1205, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0555, root_relative_squared_error: 0.2888, unweighted_recall: 0.9531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.969, kappa: 0.9677, kb_relative_information_score: 0.9573, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.074, weighted_recall: 0.969, number_of_instances: 7797, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 4.7004, relative_absolute_error: 0.099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0461, root_relative_squared_error: 0.2396, unweighted_recall: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9605, kappa: 0.9588, kb_relative_information_score: 0.9478, mean_absolute_error: 0.0081, mean_prior_absolute_error: 0.074, weighted_recall: 0.9604, number_of_instances: 7797, precision: 0.9609, predictive_accuracy: 0.9604, prior_entropy: 4.7004, relative_absolute_error: 0.1102, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0518, root_relative_squared_error: 0.2696, unweighted_recall: 0.9604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9699, kappa: 0.9687, kb_relative_information_score: 0.9584, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.074, weighted_recall: 0.9699, number_of_instances: 7797, precision: 0.9699, predictive_accuracy: 0.9699, prior_entropy: 4.7004, relative_absolute_error: 0.0971, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0453, root_relative_squared_error: 0.2357, unweighted_recall: 0.9699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9589, kappa: 0.9568, kb_relative_information_score: 0.9442, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.074, weighted_recall: 0.9584, number_of_instances: 7797, precision: 0.9604, predictive_accuracy: 0.9584, prior_entropy: 4.7004, relative_absolute_error: 0.1138, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0533, root_relative_squared_error: 0.2773, unweighted_recall: 0.9584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0385, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, unweighted_recall: 0.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9519, kappa: 0.95, kb_relative_information_score: 0.947, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.074, weighted_recall: 0.9519, number_of_instances: 7797, precision: 0.9521, predictive_accuracy: 0.9519, prior_entropy: 4.7004, relative_absolute_error: 0.1159, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0537, root_relative_squared_error: 0.2794, unweighted_recall: 0.9519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9702, kappa: 0.9691, kb_relative_information_score: 0.9588, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.074, weighted_recall: 0.9702, number_of_instances: 7797, precision: 0.9703, predictive_accuracy: 0.9702, prior_entropy: 4.7004, relative_absolute_error: 0.0963, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.045, root_relative_squared_error: 0.234, unweighted_recall: 0.9702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9657, kappa: 0.9641, kb_relative_information_score: 0.9522, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.074, weighted_recall: 0.9655, number_of_instances: 7797, precision: 0.9666, predictive_accuracy: 0.9655, prior_entropy: 4.7004, relative_absolute_error: 0.1017, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0487, root_relative_squared_error: 0.2531, unweighted_recall: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0385, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, unweighted_recall: 0.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.7847, kappa: 0.7838, kb_relative_information_score: 0.4092, mean_absolute_error: 0.0625, mean_prior_absolute_error: 0.074, weighted_recall: 0.7921, number_of_instances: 7797, precision: 0.8525, predictive_accuracy: 0.7921, prior_entropy: 4.7004, relative_absolute_error: 0.8451, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1678, root_relative_squared_error: 0.8724, unweighted_recall: 0.792,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

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

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