OpenML
Supervised Classification on letter

Supervised Classification on letter

Task 6 Supervised Classification letter 35040 runs submitted
2 likes downloaded by 2 people , 5 total downloads 0 issues
Visibility: Public
  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

35040 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9681, kappa: 0.9668, kb_relative_information_score: 0.9205, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.074, weighted_recall: 0.9681, number_of_instances: 20000, precision: 0.9683, predictive_accuracy: 0.9681, prior_entropy: 4.6998, relative_absolute_error: 0.1854, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0625, root_relative_squared_error: 0.3252, unweighted_recall: 0.9679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9468, kappa: 0.9446, kb_relative_information_score: 0.8368, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.074, weighted_recall: 0.9467, number_of_instances: 20000, precision: 0.9477, predictive_accuracy: 0.9467, prior_entropy: 4.6998, relative_absolute_error: 0.3509, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.09, root_relative_squared_error: 0.4678, unweighted_recall: 0.9462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9492, kappa: 0.9471, kb_relative_information_score: 0.8967, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.074, weighted_recall: 0.9492, number_of_instances: 20000, precision: 0.9498, predictive_accuracy: 0.9492, prior_entropy: 4.6998, relative_absolute_error: 0.227, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0726, root_relative_squared_error: 0.3777, unweighted_recall: 0.9488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9178, kappa: 0.9141, kb_relative_information_score: 0.8384, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.074, weighted_recall: 0.9174, number_of_instances: 20000, precision: 0.9201, predictive_accuracy: 0.9174, prior_entropy: 4.6998, relative_absolute_error: 0.3302, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.4721, unweighted_recall: 0.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9426, kappa: 0.9402, kb_relative_information_score: 0.7916, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.074, weighted_recall: 0.9426, number_of_instances: 20000, precision: 0.9438, predictive_accuracy: 0.9426, prior_entropy: 4.6998, relative_absolute_error: 0.434, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.5278, unweighted_recall: 0.9421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9317, kappa: 0.9289, kb_relative_information_score: 0.8752, mean_absolute_error: 0.0195, mean_prior_absolute_error: 0.074, weighted_recall: 0.9316, number_of_instances: 20000, precision: 0.9327, predictive_accuracy: 0.9316, prior_entropy: 4.6998, relative_absolute_error: 0.2636, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0805, root_relative_squared_error: 0.4188, unweighted_recall: 0.9311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9575, kappa: 0.9557, kb_relative_information_score: 0.9042, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.074, weighted_recall: 0.9574, number_of_instances: 20000, precision: 0.9579, predictive_accuracy: 0.9574, prior_entropy: 4.6998, relative_absolute_error: 0.2131, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0697, root_relative_squared_error: 0.3623, unweighted_recall: 0.9571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.8723, kappa: 0.8666, kb_relative_information_score: 0.8254, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.074, weighted_recall: 0.8718, number_of_instances: 20000, precision: 0.8756, predictive_accuracy: 0.8718, prior_entropy: 4.6998, relative_absolute_error: 0.3307, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.4996, unweighted_recall: 0.8714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9128, kappa: 0.9091, kb_relative_information_score: 0.8892, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.074, weighted_recall: 0.9126, number_of_instances: 20000, precision: 0.9136, predictive_accuracy: 0.9126, prior_entropy: 4.6998, relative_absolute_error: 0.223, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0772, root_relative_squared_error: 0.4016, unweighted_recall: 0.9122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.8336, kappa: 0.824, kb_relative_information_score: 0.7273, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.074, weighted_recall: 0.8308, number_of_instances: 20000, precision: 0.8465, predictive_accuracy: 0.8308, prior_entropy: 4.6998, relative_absolute_error: 0.4793, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.5946, unweighted_recall: 0.8302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9608, kappa: 0.9592, kb_relative_information_score: 0.8551, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.074, weighted_recall: 0.9608, number_of_instances: 20000, precision: 0.9612, predictive_accuracy: 0.9608, prior_entropy: 4.6998, relative_absolute_error: 0.3206, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0839, root_relative_squared_error: 0.4362, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9459, kappa: 0.9436, kb_relative_information_score: 0.9116, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.074, weighted_recall: 0.9458, number_of_instances: 20000, precision: 0.9463, predictive_accuracy: 0.9458, prior_entropy: 4.6998, relative_absolute_error: 0.1917, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.068, root_relative_squared_error: 0.3535, unweighted_recall: 0.9455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9686, kappa: 0.9673, kb_relative_information_score: 0.9155, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.074, weighted_recall: 0.9686, number_of_instances: 20000, precision: 0.9688, predictive_accuracy: 0.9686, prior_entropy: 4.6998, relative_absolute_error: 0.1971, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0641, root_relative_squared_error: 0.3333, unweighted_recall: 0.9684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.878, kappa: 0.8725, kb_relative_information_score: 0.6461, mean_absolute_error: 0.0479, mean_prior_absolute_error: 0.074, weighted_recall: 0.8775, number_of_instances: 20000, precision: 0.8855, predictive_accuracy: 0.8775, prior_entropy: 4.6998, relative_absolute_error: 0.6472, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.134, root_relative_squared_error: 0.697, unweighted_recall: 0.8767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9605, kappa: 0.9589, kb_relative_information_score: 0.8668, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.074, weighted_recall: 0.9605, number_of_instances: 20000, precision: 0.9609, predictive_accuracy: 0.9605, prior_entropy: 4.6998, relative_absolute_error: 0.2977, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0803, root_relative_squared_error: 0.4174, unweighted_recall: 0.9602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9613, kappa: 0.9598, kb_relative_information_score: 0.8689, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.074, weighted_recall: 0.9613, number_of_instances: 20000, precision: 0.9617, predictive_accuracy: 0.9613, prior_entropy: 4.6998, relative_absolute_error: 0.2945, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0798, root_relative_squared_error: 0.4148, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.8994, kappa: 0.8948, kb_relative_information_score: 0.82, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.074, weighted_recall: 0.8989, number_of_instances: 20000, precision: 0.9029, predictive_accuracy: 0.8989, prior_entropy: 4.6998, relative_absolute_error: 0.3561, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.096, root_relative_squared_error: 0.4994, unweighted_recall: 0.8984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9672, kappa: 0.9659, kb_relative_information_score: 0.8982, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.074, weighted_recall: 0.9672, number_of_instances: 20000, precision: 0.9675, predictive_accuracy: 0.9672, prior_entropy: 4.6998, relative_absolute_error: 0.235, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0699, root_relative_squared_error: 0.3636, unweighted_recall: 0.9669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9439, kappa: 0.9415, kb_relative_information_score: 0.8723, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.074, weighted_recall: 0.9438, number_of_instances: 20000, precision: 0.9448, predictive_accuracy: 0.9438, prior_entropy: 4.6998, relative_absolute_error: 0.2721, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0807, root_relative_squared_error: 0.4196, unweighted_recall: 0.9434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9708, kappa: 0.9696, kb_relative_information_score: 0.9194, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.074, weighted_recall: 0.9708, number_of_instances: 20000, precision: 0.9709, predictive_accuracy: 0.9708, prior_entropy: 4.6998, relative_absolute_error: 0.1897, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0623, root_relative_squared_error: 0.3242, unweighted_recall: 0.9705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9652, kappa: 0.9639, kb_relative_information_score: 0.8895, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.074, weighted_recall: 0.9653, number_of_instances: 20000, precision: 0.9654, predictive_accuracy: 0.9653, prior_entropy: 4.6998, relative_absolute_error: 0.2527, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0729, root_relative_squared_error: 0.3792, unweighted_recall: 0.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9424, kappa: 0.94, kb_relative_information_score: 0.7874, mean_absolute_error: 0.0331, mean_prior_absolute_error: 0.074, weighted_recall: 0.9424, number_of_instances: 20000, precision: 0.9438, predictive_accuracy: 0.9424, prior_entropy: 4.6998, relative_absolute_error: 0.4469, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.5334, unweighted_recall: 0.9419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9616, kappa: 0.9601, kb_relative_information_score: 0.9165, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.074, weighted_recall: 0.9616, number_of_instances: 20000, precision: 0.9619, predictive_accuracy: 0.9616, prior_entropy: 4.6998, relative_absolute_error: 0.1893, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0648, root_relative_squared_error: 0.3371, unweighted_recall: 0.9613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9663, kappa: 0.965, kb_relative_information_score: 0.9035, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.074, weighted_recall: 0.9663, number_of_instances: 20000, precision: 0.9666, predictive_accuracy: 0.9663, prior_entropy: 4.6998, relative_absolute_error: 0.2211, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0687, root_relative_squared_error: 0.3572, unweighted_recall: 0.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9626, kappa: 0.9611, kb_relative_information_score: 0.9189, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.074, weighted_recall: 0.9626, number_of_instances: 20000, precision: 0.9628, predictive_accuracy: 0.9626, prior_entropy: 4.6998, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0637, root_relative_squared_error: 0.3313, unweighted_recall: 0.9623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9681, kappa: 0.9668, kb_relative_information_score: 0.9205, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.074, weighted_recall: 0.9681, number_of_instances: 20000, precision: 0.9683, predictive_accuracy: 0.9681, prior_entropy: 4.6998, relative_absolute_error: 0.1854, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0625, root_relative_squared_error: 0.3252, unweighted_recall: 0.9679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9626, kappa: 0.9611, kb_relative_information_score: 0.9252, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.074, weighted_recall: 0.9626, number_of_instances: 20000, precision: 0.9628, predictive_accuracy: 0.9626, prior_entropy: 4.6998, relative_absolute_error: 0.1703, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0615, root_relative_squared_error: 0.3196, unweighted_recall: 0.9623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, kb_relative_information_score: 0.0002, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, weighted_recall: 0.0407, number_of_instances: 20000, predictive_accuracy: 0.0407, prior_entropy: 4.6998, 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: 0.9985, f_measure: 0.9434, kappa: 0.941, kb_relative_information_score: 0.7903, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.074, weighted_recall: 0.9433, number_of_instances: 20000, precision: 0.9446, predictive_accuracy: 0.9433, prior_entropy: 4.6998, relative_absolute_error: 0.4427, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.5296, unweighted_recall: 0.9429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9435, kappa: 0.9411, kb_relative_information_score: 0.8934, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.074, weighted_recall: 0.9434, number_of_instances: 20000, precision: 0.944, predictive_accuracy: 0.9434, prior_entropy: 4.6998, relative_absolute_error: 0.2311, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0742, root_relative_squared_error: 0.3856, unweighted_recall: 0.9431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9552, kappa: 0.9534, kb_relative_information_score: 0.9087, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.074, weighted_recall: 0.9552, number_of_instances: 20000, precision: 0.9556, predictive_accuracy: 0.9552, prior_entropy: 4.6998, relative_absolute_error: 0.2039, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0681, root_relative_squared_error: 0.3541, unweighted_recall: 0.9548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9663, kappa: 0.965, kb_relative_information_score: 0.9168, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.074, weighted_recall: 0.9663, number_of_instances: 20000, precision: 0.9665, predictive_accuracy: 0.9663, prior_entropy: 4.6998, relative_absolute_error: 0.193, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0639, root_relative_squared_error: 0.3323, unweighted_recall: 0.9661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9043, kappa: 0.9, kb_relative_information_score: 0.6989, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.074, weighted_recall: 0.9039, number_of_instances: 20000, precision: 0.9089, predictive_accuracy: 0.9039, prior_entropy: 4.6998, relative_absolute_error: 0.5791, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1234, root_relative_squared_error: 0.6416, unweighted_recall: 0.9033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9388, kappa: 0.9362, kb_relative_information_score: 0.7881, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.074, weighted_recall: 0.9387, number_of_instances: 20000, precision: 0.9404, predictive_accuracy: 0.9387, prior_entropy: 4.6998, relative_absolute_error: 0.437, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1022, root_relative_squared_error: 0.5315, unweighted_recall: 0.9382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9617, kappa: 0.9601, kb_relative_information_score: 0.925, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.074, weighted_recall: 0.9617, number_of_instances: 20000, precision: 0.9619, predictive_accuracy: 0.9617, prior_entropy: 4.6998, relative_absolute_error: 0.1702, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0618, root_relative_squared_error: 0.3211, unweighted_recall: 0.9614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9647, kappa: 0.9632, kb_relative_information_score: 0.918, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.074, weighted_recall: 0.9647, number_of_instances: 20000, precision: 0.9649, predictive_accuracy: 0.9647, prior_entropy: 4.6998, relative_absolute_error: 0.1887, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0638, root_relative_squared_error: 0.3318, unweighted_recall: 0.9644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.965, kappa: 0.9636, kb_relative_information_score: 0.9001, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.074, weighted_recall: 0.965, number_of_instances: 20000, precision: 0.9653, predictive_accuracy: 0.965, prior_entropy: 4.6998, relative_absolute_error: 0.2304, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0695, root_relative_squared_error: 0.3613, unweighted_recall: 0.9648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9665, kappa: 0.9651, kb_relative_information_score: 0.919, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.074, weighted_recall: 0.9665, number_of_instances: 20000, precision: 0.9667, predictive_accuracy: 0.9665, prior_entropy: 4.6998, relative_absolute_error: 0.1874, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0633, root_relative_squared_error: 0.3292, unweighted_recall: 0.9662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9469, kappa: 0.9446, kb_relative_information_score: 0.8878, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.074, weighted_recall: 0.9468, number_of_instances: 20000, precision: 0.9476, predictive_accuracy: 0.9468, prior_entropy: 4.6998, relative_absolute_error: 0.2452, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0756, root_relative_squared_error: 0.3931, unweighted_recall: 0.9464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9128, kappa: 0.9091, kb_relative_information_score: 0.8892, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.074, weighted_recall: 0.9126, number_of_instances: 20000, precision: 0.9136, predictive_accuracy: 0.9126, prior_entropy: 4.6998, relative_absolute_error: 0.223, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0772, root_relative_squared_error: 0.4016, unweighted_recall: 0.9122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9465, kappa: 0.9443, kb_relative_information_score: 0.8022, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.074, weighted_recall: 0.9465, number_of_instances: 20000, precision: 0.9475, predictive_accuracy: 0.9465, prior_entropy: 4.6998, relative_absolute_error: 0.4192, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.5133, unweighted_recall: 0.9461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9688, kappa: 0.9676, kb_relative_information_score: 0.9108, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.074, weighted_recall: 0.9688, number_of_instances: 20000, precision: 0.969, predictive_accuracy: 0.9688, prior_entropy: 4.6998, relative_absolute_error: 0.2079, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0655, root_relative_squared_error: 0.3408, unweighted_recall: 0.9686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9543, kappa: 0.9524, kb_relative_information_score: 0.8875, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.074, weighted_recall: 0.9543, number_of_instances: 20000, precision: 0.9548, predictive_accuracy: 0.9543, prior_entropy: 4.6998, relative_absolute_error: 0.2483, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0751, root_relative_squared_error: 0.3905, unweighted_recall: 0.9539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9591, kappa: 0.9574, kb_relative_information_score: 0.8509, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.074, weighted_recall: 0.9591, number_of_instances: 20000, precision: 0.9596, predictive_accuracy: 0.9591, prior_entropy: 4.6998, relative_absolute_error: 0.3325, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0847, root_relative_squared_error: 0.4406, unweighted_recall: 0.9587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9702, kappa: 0.969, kb_relative_information_score: 0.9119, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.074, weighted_recall: 0.9702, number_of_instances: 20000, precision: 0.9704, predictive_accuracy: 0.9702, prior_entropy: 4.6998, relative_absolute_error: 0.2056, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0651, root_relative_squared_error: 0.3383, unweighted_recall: 0.9699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9634, kappa: 0.9619, kb_relative_information_score: 0.8967, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.074, weighted_recall: 0.9634, number_of_instances: 20000, precision: 0.9637, predictive_accuracy: 0.9634, prior_entropy: 4.6998, relative_absolute_error: 0.2361, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0712, root_relative_squared_error: 0.3702, unweighted_recall: 0.9631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9458, kappa: 0.9436, kb_relative_information_score: 0.9313, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.074, weighted_recall: 0.9458, number_of_instances: 20000, precision: 0.946, predictive_accuracy: 0.9458, prior_entropy: 4.6998, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0611, root_relative_squared_error: 0.318, unweighted_recall: 0.9455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.961, kappa: 0.9594, kb_relative_information_score: 0.9055, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.074, weighted_recall: 0.961, number_of_instances: 20000, precision: 0.9614, predictive_accuracy: 0.961, prior_entropy: 4.6998, relative_absolute_error: 0.2147, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0685, root_relative_squared_error: 0.3562, unweighted_recall: 0.9607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9636, kappa: 0.9622, kb_relative_information_score: 0.8814, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.074, weighted_recall: 0.9637, number_of_instances: 20000, precision: 0.9639, predictive_accuracy: 0.9637, prior_entropy: 4.6998, relative_absolute_error: 0.2691, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0756, root_relative_squared_error: 0.3931, unweighted_recall: 0.9634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.916, kappa: 0.9124, kb_relative_information_score: 0.8473, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.074, weighted_recall: 0.9158, number_of_instances: 20000, precision: 0.918, predictive_accuracy: 0.9158, prior_entropy: 4.6998, relative_absolute_error: 0.3125, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.089, root_relative_squared_error: 0.4627, unweighted_recall: 0.9152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9615, kappa: 0.9599, kb_relative_information_score: 0.9084, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.074, weighted_recall: 0.9615, number_of_instances: 20000, precision: 0.9618, predictive_accuracy: 0.9615, prior_entropy: 4.6998, relative_absolute_error: 0.208, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0675, root_relative_squared_error: 0.3509, unweighted_recall: 0.9612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9173, kappa: 0.9136, kb_relative_information_score: 0.7335, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.074, weighted_recall: 0.9169, number_of_instances: 20000, precision: 0.9207, predictive_accuracy: 0.9169, prior_entropy: 4.6998, relative_absolute_error: 0.5273, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1155, root_relative_squared_error: 0.6004, unweighted_recall: 0.9164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.8995, kappa: 0.8952, kb_relative_information_score: 0.7541, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.074, weighted_recall: 0.8992, number_of_instances: 20000, precision: 0.9039, predictive_accuracy: 0.8992, prior_entropy: 4.6998, relative_absolute_error: 0.4817, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1111, root_relative_squared_error: 0.578, unweighted_recall: 0.8986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9525, kappa: 0.9505, kb_relative_information_score: 0.8227, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.074, weighted_recall: 0.9525, number_of_instances: 20000, precision: 0.9533, predictive_accuracy: 0.9525, prior_entropy: 4.6998, relative_absolute_error: 0.3862, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0931, root_relative_squared_error: 0.484, unweighted_recall: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9403, kappa: 0.9378, kb_relative_information_score: 0.8966, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.074, weighted_recall: 0.9402, number_of_instances: 20000, precision: 0.9408, predictive_accuracy: 0.9402, prior_entropy: 4.6998, relative_absolute_error: 0.2222, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0732, root_relative_squared_error: 0.3808, unweighted_recall: 0.9398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9679, kappa: 0.9666, kb_relative_information_score: 0.9199, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.074, weighted_recall: 0.9679, number_of_instances: 20000, precision: 0.9681, predictive_accuracy: 0.9679, prior_entropy: 4.6998, relative_absolute_error: 0.187, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0627, root_relative_squared_error: 0.3261, unweighted_recall: 0.9677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9646, kappa: 0.9632, kb_relative_information_score: 0.8864, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.074, weighted_recall: 0.9646, number_of_instances: 20000, precision: 0.9649, predictive_accuracy: 0.9646, prior_entropy: 4.6998, relative_absolute_error: 0.2577, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0742, root_relative_squared_error: 0.3857, unweighted_recall: 0.9643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.958, kappa: 0.9563, kb_relative_information_score: 0.9331, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.074, weighted_recall: 0.958, number_of_instances: 20000, precision: 0.9582, predictive_accuracy: 0.958, prior_entropy: 4.6998, relative_absolute_error: 0.1498, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0589, root_relative_squared_error: 0.3065, unweighted_recall: 0.9577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9702, kappa: 0.969, kb_relative_information_score: 0.9364, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.074, weighted_recall: 0.9702, number_of_instances: 20000, precision: 0.9703, predictive_accuracy: 0.9702, prior_entropy: 4.6998, relative_absolute_error: 0.1492, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0563, root_relative_squared_error: 0.2927, unweighted_recall: 0.9699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.962, kappa: 0.9604, kb_relative_information_score: 0.9288, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.074, weighted_recall: 0.962, number_of_instances: 20000, precision: 0.9622, predictive_accuracy: 0.962, prior_entropy: 4.6998, relative_absolute_error: 0.1625, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0606, root_relative_squared_error: 0.3151, unweighted_recall: 0.9617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9682, kappa: 0.9669, kb_relative_information_score: 0.9205, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.074, weighted_recall: 0.9682, number_of_instances: 20000, precision: 0.9684, predictive_accuracy: 0.9682, prior_entropy: 4.6998, relative_absolute_error: 0.1855, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0625, root_relative_squared_error: 0.3252, unweighted_recall: 0.9679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9428, kappa: 0.9404, kb_relative_information_score: 0.8742, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.074, weighted_recall: 0.9427, number_of_instances: 20000, precision: 0.9437, predictive_accuracy: 0.9427, prior_entropy: 4.6998, relative_absolute_error: 0.2677, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0802, root_relative_squared_error: 0.417, unweighted_recall: 0.9423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.961, kappa: 0.9594, kb_relative_information_score: 0.8846, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.074, weighted_recall: 0.961, number_of_instances: 20000, precision: 0.9614, predictive_accuracy: 0.961, prior_entropy: 4.6998, relative_absolute_error: 0.2622, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.075, root_relative_squared_error: 0.3901, unweighted_recall: 0.9607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9617, kappa: 0.9602, kb_relative_information_score: 0.9267, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.074, weighted_recall: 0.9617, number_of_instances: 20000, precision: 0.9619, predictive_accuracy: 0.9617, prior_entropy: 4.6998, relative_absolute_error: 0.1668, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0614, root_relative_squared_error: 0.3193, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9682, kappa: 0.9669, kb_relative_information_score: 0.9204, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.074, weighted_recall: 0.9682, number_of_instances: 20000, precision: 0.9684, predictive_accuracy: 0.9682, prior_entropy: 4.6998, relative_absolute_error: 0.1855, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0626, root_relative_squared_error: 0.3253, unweighted_recall: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9573, kappa: 0.9555, kb_relative_information_score: 0.8974, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.074, weighted_recall: 0.9573, number_of_instances: 20000, precision: 0.9577, predictive_accuracy: 0.9573, prior_entropy: 4.6998, relative_absolute_error: 0.2307, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0715, root_relative_squared_error: 0.3718, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9693, kappa: 0.968, kb_relative_information_score: 0.9038, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.074, weighted_recall: 0.9693, number_of_instances: 20000, precision: 0.9694, predictive_accuracy: 0.9693, prior_entropy: 4.6998, relative_absolute_error: 0.2224, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.068, root_relative_squared_error: 0.3537, unweighted_recall: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.8935, kappa: 0.8888, kb_relative_information_score: 0.6847, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.074, weighted_recall: 0.8931, number_of_instances: 20000, precision: 0.8986, predictive_accuracy: 0.8931, prior_entropy: 4.6998, relative_absolute_error: 0.5981, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1265, root_relative_squared_error: 0.6577, unweighted_recall: 0.8924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9608, kappa: 0.9592, kb_relative_information_score: 0.9383, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.074, weighted_recall: 0.9608, number_of_instances: 20000, precision: 0.961, predictive_accuracy: 0.9608, prior_entropy: 4.6998, relative_absolute_error: 0.1375, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0569, root_relative_squared_error: 0.296, unweighted_recall: 0.9606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, kappa: 0.5299, kb_relative_information_score: 0.3524, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.074, weighted_recall: 0.5482, number_of_instances: 20000, predictive_accuracy: 0.5482, prior_entropy: 4.6998, relative_absolute_error: 0.8706, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1717, root_relative_squared_error: 0.8928, unweighted_recall: 0.5454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9699, kappa: 0.9687, kb_relative_information_score: 0.9281, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.074, weighted_recall: 0.9699, number_of_instances: 20000, precision: 0.9701, predictive_accuracy: 0.9699, prior_entropy: 4.6998, relative_absolute_error: 0.1686, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0594, root_relative_squared_error: 0.3086, unweighted_recall: 0.9697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9443, kappa: 0.942, kb_relative_information_score: 0.9403, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.074, weighted_recall: 0.9443, number_of_instances: 20000, precision: 0.9445, predictive_accuracy: 0.9443, prior_entropy: 4.6998, relative_absolute_error: 0.1199, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0588, root_relative_squared_error: 0.3057, unweighted_recall: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9424, kappa: 0.9399, kb_relative_information_score: 0.9145, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.074, weighted_recall: 0.9422, number_of_instances: 20000, precision: 0.943, predictive_accuracy: 0.9422, prior_entropy: 4.6998, relative_absolute_error: 0.1844, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0695, root_relative_squared_error: 0.3615, unweighted_recall: 0.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.967, kappa: 0.9657, kb_relative_information_score: 0.9254, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.074, weighted_recall: 0.967, number_of_instances: 20000, precision: 0.9672, predictive_accuracy: 0.967, prior_entropy: 4.6998, relative_absolute_error: 0.1735, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0606, root_relative_squared_error: 0.3153, unweighted_recall: 0.9668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.8557, kappa: 0.8503, kb_relative_information_score: 0.8179, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.074, weighted_recall: 0.8561, number_of_instances: 20000, precision: 0.857, predictive_accuracy: 0.8561, prior_entropy: 4.6998, relative_absolute_error: 0.3831, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1064, root_relative_squared_error: 0.5533, unweighted_recall: 0.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.8596, kappa: 0.854, kb_relative_information_score: 0.8445, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.074, weighted_recall: 0.8597, number_of_instances: 20000, precision: 0.8606, predictive_accuracy: 0.8597, prior_entropy: 4.6998, relative_absolute_error: 0.2874, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.093, root_relative_squared_error: 0.4834, unweighted_recall: 0.8586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.8557, kappa: 0.8503, kb_relative_information_score: 0.8179, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.074, weighted_recall: 0.8561, number_of_instances: 20000, precision: 0.857, predictive_accuracy: 0.8561, prior_entropy: 4.6998, relative_absolute_error: 0.3831, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1064, root_relative_squared_error: 0.5533, unweighted_recall: 0.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.86, kappa: 0.8543, kb_relative_information_score: 0.8445, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.074, weighted_recall: 0.86, number_of_instances: 20000, precision: 0.861, predictive_accuracy: 0.86, prior_entropy: 4.6998, relative_absolute_error: 0.2874, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.093, root_relative_squared_error: 0.4834, unweighted_recall: 0.8589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9718, kappa: 0.9706, kb_relative_information_score: 0.976, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, weighted_recall: 0.9718, number_of_instances: 20000, precision: 0.9719, predictive_accuracy: 0.9718, prior_entropy: 4.6998, relative_absolute_error: 0.0363, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0414, root_relative_squared_error: 0.2151, unweighted_recall: 0.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9386, f_measure: 0.8819, kappa: 0.8771, kb_relative_information_score: 0.8803, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.8819, number_of_instances: 20000, precision: 0.8822, predictive_accuracy: 0.8819, prior_entropy: 4.6998, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.4957, unweighted_recall: 0.8815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9718, kappa: 0.9706, kb_relative_information_score: 0.976, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, weighted_recall: 0.9718, number_of_instances: 20000, precision: 0.9719, predictive_accuracy: 0.9718, prior_entropy: 4.6998, relative_absolute_error: 0.0363, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0414, root_relative_squared_error: 0.2151, unweighted_recall: 0.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9718, kappa: 0.9706, kb_relative_information_score: 0.976, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, weighted_recall: 0.9718, number_of_instances: 20000, precision: 0.9719, predictive_accuracy: 0.9718, prior_entropy: 4.6998, relative_absolute_error: 0.0363, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0414, root_relative_squared_error: 0.2151, unweighted_recall: 0.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9723, kappa: 0.9712, kb_relative_information_score: 0.976, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, weighted_recall: 0.9723, number_of_instances: 20000, precision: 0.9724, predictive_accuracy: 0.9723, prior_entropy: 4.6998, relative_absolute_error: 0.0366, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0413, root_relative_squared_error: 0.2145, unweighted_recall: 0.9721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9723, kappa: 0.9712, kb_relative_information_score: 0.976, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, weighted_recall: 0.9723, number_of_instances: 20000, precision: 0.9724, predictive_accuracy: 0.9723, prior_entropy: 4.6998, relative_absolute_error: 0.0366, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0413, root_relative_squared_error: 0.2145, unweighted_recall: 0.9721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.8843, kappa: 0.8791, kb_relative_information_score: 0.8553, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.074, weighted_recall: 0.8838, number_of_instances: 20000, precision: 0.8868, predictive_accuracy: 0.8838, prior_entropy: 4.6998, relative_absolute_error: 0.2803, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0866, root_relative_squared_error: 0.4502, unweighted_recall: 0.8831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.8843, kappa: 0.8791, kb_relative_information_score: 0.8553, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.074, weighted_recall: 0.8838, number_of_instances: 20000, precision: 0.8868, predictive_accuracy: 0.8838, prior_entropy: 4.6998, relative_absolute_error: 0.2803, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0866, root_relative_squared_error: 0.4502, unweighted_recall: 0.8831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9701, kappa: 0.9689, kb_relative_information_score: 0.9747, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.074, weighted_recall: 0.9701, number_of_instances: 20000, precision: 0.9702, predictive_accuracy: 0.9701, prior_entropy: 4.6998, relative_absolute_error: 0.0412, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0419, root_relative_squared_error: 0.2177, unweighted_recall: 0.9699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9617, kappa: 0.9601, kb_relative_information_score: 0.9604, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.074, weighted_recall: 0.9617, number_of_instances: 20000, precision: 0.9619, predictive_accuracy: 0.9617, prior_entropy: 4.6998, relative_absolute_error: 0.0778, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0478, root_relative_squared_error: 0.2488, unweighted_recall: 0.9614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9718, kappa: 0.9706, kb_relative_information_score: 0.976, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, weighted_recall: 0.9718, number_of_instances: 20000, precision: 0.9719, predictive_accuracy: 0.9718, prior_entropy: 4.6998, relative_absolute_error: 0.0363, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0414, root_relative_squared_error: 0.2151, unweighted_recall: 0.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9718, kappa: 0.9706, kb_relative_information_score: 0.976, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, weighted_recall: 0.9718, number_of_instances: 20000, precision: 0.9719, predictive_accuracy: 0.9718, prior_entropy: 4.6998, relative_absolute_error: 0.0363, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0414, root_relative_squared_error: 0.2151, unweighted_recall: 0.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9542, kappa: 0.9523, kb_relative_information_score: 0.9606, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.074, weighted_recall: 0.9542, number_of_instances: 20000, precision: 0.9545, predictive_accuracy: 0.9542, prior_entropy: 4.6998, relative_absolute_error: 0.0848, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.2745, unweighted_recall: 0.9539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.883, kappa: 0.8782, kb_relative_information_score: 0.8814, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.074, weighted_recall: 0.8829, number_of_instances: 20000, precision: 0.8832, predictive_accuracy: 0.8829, prior_entropy: 4.6998, relative_absolute_error: 0.1218, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.4935, unweighted_recall: 0.8827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8178, kappa: 0.8105, kb_relative_information_score: 0.8155, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.074, weighted_recall: 0.8178, number_of_instances: 20000, precision: 0.818, predictive_accuracy: 0.8178, prior_entropy: 4.6998, relative_absolute_error: 0.1895, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1184, root_relative_squared_error: 0.6156, unweighted_recall: 0.8174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9389, f_measure: 0.8826, kappa: 0.8778, kb_relative_information_score: 0.881, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.074, weighted_recall: 0.8825, number_of_instances: 20000, precision: 0.8828, predictive_accuracy: 0.8825, prior_entropy: 4.6998, relative_absolute_error: 0.1222, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.4944, unweighted_recall: 0.8822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.8253, kappa: 0.818, kb_relative_information_score: 0.8229, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.074, weighted_recall: 0.8251, number_of_instances: 20000, precision: 0.8258, predictive_accuracy: 0.8251, prior_entropy: 4.6998, relative_absolute_error: 0.182, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.116, root_relative_squared_error: 0.6032, unweighted_recall: 0.8248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.8803, kappa: 0.8754, kb_relative_information_score: 0.8787, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.074, weighted_recall: 0.8802, number_of_instances: 20000, precision: 0.8805, predictive_accuracy: 0.8802, prior_entropy: 4.6998, relative_absolute_error: 0.1246, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.096, root_relative_squared_error: 0.4992, unweighted_recall: 0.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9067, f_measure: 0.8207, kappa: 0.8135, kb_relative_information_score: 0.8184, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.074, weighted_recall: 0.8207, number_of_instances: 20000, precision: 0.8211, predictive_accuracy: 0.8207, prior_entropy: 4.6998, relative_absolute_error: 0.1865, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1175, root_relative_squared_error: 0.6108, unweighted_recall: 0.8203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.6392, kappa: 0.6277, kb_relative_information_score: 0.6887, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.074, weighted_recall: 0.6421, number_of_instances: 20000, precision: 0.6557, predictive_accuracy: 0.6421, prior_entropy: 4.6998, relative_absolute_error: 0.43, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.7248, unweighted_recall: 0.6409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6393, kappa: 0.0751, kb_relative_information_score: 0.1302, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.074, weighted_recall: 0.1119, number_of_instances: 20000, predictive_accuracy: 0.1119, prior_entropy: 4.6998, relative_absolute_error: 0.9484, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1878, root_relative_squared_error: 0.9765, unweighted_recall: 0.1107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7695, f_measure: 0.521, kappa: 0.5389, kb_relative_information_score: 0.5508, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.074, weighted_recall: 0.5567, number_of_instances: 20000, precision: 0.5924, predictive_accuracy: 0.5567, prior_entropy: 4.6998, relative_absolute_error: 0.461, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.9603, unweighted_recall: 0.5549,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

OpenML bootcamp

From your own software

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

OpenML APIs