OpenML
Supervised Classification on letter

Supervised Classification on letter

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

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.7221, kappa: 0.7116, kb_relative_information_score: 0.6591, mean_absolute_error: 0.0443, mean_prior_absolute_error: 0.074, weighted_recall: 0.7227, number_of_instances: 20000, precision: 0.7255, predictive_accuracy: 0.7227, prior_entropy: 4.6998, relative_absolute_error: 0.5985, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1352, root_relative_squared_error: 0.7031, unweighted_recall: 0.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7206, kappa: 0.7107, kb_relative_information_score: 0.6522, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.074, weighted_recall: 0.7218, number_of_instances: 20000, precision: 0.7235, predictive_accuracy: 0.7218, prior_entropy: 4.6998, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.7087, unweighted_recall: 0.7201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.7221, kappa: 0.7116, kb_relative_information_score: 0.6591, mean_absolute_error: 0.0443, mean_prior_absolute_error: 0.074, weighted_recall: 0.7227, number_of_instances: 20000, precision: 0.7255, predictive_accuracy: 0.7227, prior_entropy: 4.6998, relative_absolute_error: 0.5985, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1352, root_relative_squared_error: 0.7031, unweighted_recall: 0.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.7222, kappa: 0.7117, kb_relative_information_score: 0.6589, mean_absolute_error: 0.0443, mean_prior_absolute_error: 0.074, weighted_recall: 0.7228, number_of_instances: 20000, precision: 0.7256, predictive_accuracy: 0.7228, prior_entropy: 4.6998, relative_absolute_error: 0.5989, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1353, root_relative_squared_error: 0.7033, unweighted_recall: 0.7211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7206, kappa: 0.7107, kb_relative_information_score: 0.6522, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.074, weighted_recall: 0.7218, number_of_instances: 20000, precision: 0.7235, predictive_accuracy: 0.7218, prior_entropy: 4.6998, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.7087, unweighted_recall: 0.7201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9432, f_measure: 0.5952, kappa: 0.6046, kb_relative_information_score: 0.3579, mean_absolute_error: 0.0655, mean_prior_absolute_error: 0.074, weighted_recall: 0.6199, number_of_instances: 20000, precision: 0.6191, predictive_accuracy: 0.6199, prior_entropy: 4.6998, relative_absolute_error: 0.8861, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.9013, unweighted_recall: 0.6177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7206, kappa: 0.7107, kb_relative_information_score: 0.6522, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.074, weighted_recall: 0.7218, number_of_instances: 20000, precision: 0.7235, predictive_accuracy: 0.7218, prior_entropy: 4.6998, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.7087, unweighted_recall: 0.7201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7206, kappa: 0.7107, kb_relative_information_score: 0.6522, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.074, weighted_recall: 0.7218, number_of_instances: 20000, precision: 0.7235, predictive_accuracy: 0.7218, prior_entropy: 4.6998, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.7087, unweighted_recall: 0.7201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7206, kappa: 0.7107, kb_relative_information_score: 0.6522, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.074, weighted_recall: 0.7218, number_of_instances: 20000, precision: 0.7235, predictive_accuracy: 0.7218, prior_entropy: 4.6998, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.7087, unweighted_recall: 0.7201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7206, kappa: 0.7107, kb_relative_information_score: 0.6522, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.074, weighted_recall: 0.7218, number_of_instances: 20000, precision: 0.7235, predictive_accuracy: 0.7218, prior_entropy: 4.6998, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.7087, unweighted_recall: 0.7201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7206, kappa: 0.7107, kb_relative_information_score: 0.6522, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.074, weighted_recall: 0.7218, number_of_instances: 20000, precision: 0.7235, predictive_accuracy: 0.7218, prior_entropy: 4.6998, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.7087, unweighted_recall: 0.7201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.7222, kappa: 0.7117, kb_relative_information_score: 0.6589, mean_absolute_error: 0.0443, mean_prior_absolute_error: 0.074, weighted_recall: 0.7228, number_of_instances: 20000, precision: 0.7256, predictive_accuracy: 0.7228, prior_entropy: 4.6998, relative_absolute_error: 0.5989, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1353, root_relative_squared_error: 0.7033, unweighted_recall: 0.7211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7206, kappa: 0.7107, kb_relative_information_score: 0.6522, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.074, weighted_recall: 0.7218, number_of_instances: 20000, precision: 0.7235, predictive_accuracy: 0.7218, prior_entropy: 4.6998, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.7087, unweighted_recall: 0.7201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7206, kappa: 0.7107, kb_relative_information_score: 0.6522, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.074, weighted_recall: 0.7218, number_of_instances: 20000, precision: 0.7235, predictive_accuracy: 0.7218, prior_entropy: 4.6998, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.7087, unweighted_recall: 0.7201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7206, kappa: 0.7107, kb_relative_information_score: 0.6522, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.074, weighted_recall: 0.7218, number_of_instances: 20000, precision: 0.7235, predictive_accuracy: 0.7218, prior_entropy: 4.6998, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.7087, unweighted_recall: 0.7201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7206, kappa: 0.7107, kb_relative_information_score: 0.6522, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.074, weighted_recall: 0.7218, number_of_instances: 20000, precision: 0.7235, predictive_accuracy: 0.7218, prior_entropy: 4.6998, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.7087, unweighted_recall: 0.7201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.7221, kappa: 0.7116, kb_relative_information_score: 0.6591, mean_absolute_error: 0.0443, mean_prior_absolute_error: 0.074, weighted_recall: 0.7227, number_of_instances: 20000, precision: 0.7255, predictive_accuracy: 0.7227, prior_entropy: 4.6998, relative_absolute_error: 0.5985, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1352, root_relative_squared_error: 0.7032, unweighted_recall: 0.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.7166, kappa: 0.7067, kb_relative_information_score: 0.6616, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.074, weighted_recall: 0.718, number_of_instances: 20000, precision: 0.7203, predictive_accuracy: 0.718, prior_entropy: 4.6998, relative_absolute_error: 0.5949, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1351, root_relative_squared_error: 0.7024, unweighted_recall: 0.7163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7206, kappa: 0.7107, kb_relative_information_score: 0.6522, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.074, weighted_recall: 0.7218, number_of_instances: 20000, precision: 0.7235, predictive_accuracy: 0.7218, prior_entropy: 4.6998, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.7087, unweighted_recall: 0.7201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7206, kappa: 0.7107, kb_relative_information_score: 0.6522, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.074, weighted_recall: 0.7218, number_of_instances: 20000, precision: 0.7235, predictive_accuracy: 0.7218, prior_entropy: 4.6998, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.7087, unweighted_recall: 0.7201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7206, kappa: 0.7107, kb_relative_information_score: 0.6522, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.074, weighted_recall: 0.7218, number_of_instances: 20000, precision: 0.7235, predictive_accuracy: 0.7218, prior_entropy: 4.6998, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.7087, unweighted_recall: 0.7201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7206, kappa: 0.7107, kb_relative_information_score: 0.6522, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.074, weighted_recall: 0.7218, number_of_instances: 20000, precision: 0.7235, predictive_accuracy: 0.7218, prior_entropy: 4.6998, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.7087, unweighted_recall: 0.7201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7206, kappa: 0.7107, kb_relative_information_score: 0.6522, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.074, weighted_recall: 0.7218, number_of_instances: 20000, precision: 0.7235, predictive_accuracy: 0.7218, prior_entropy: 4.6998, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.7087, unweighted_recall: 0.7201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7206, kappa: 0.7107, kb_relative_information_score: 0.6522, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.074, weighted_recall: 0.7218, number_of_instances: 20000, precision: 0.7235, predictive_accuracy: 0.7218, prior_entropy: 4.6998, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.7087, unweighted_recall: 0.7201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9432, f_measure: 0.5952, kappa: 0.6046, kb_relative_information_score: 0.3579, mean_absolute_error: 0.0655, mean_prior_absolute_error: 0.074, weighted_recall: 0.6199, number_of_instances: 20000, precision: 0.6191, predictive_accuracy: 0.6199, prior_entropy: 4.6998, relative_absolute_error: 0.8861, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.9013, unweighted_recall: 0.6177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9379, f_measure: 0.8806, kappa: 0.8757, kb_relative_information_score: 0.879, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.074, weighted_recall: 0.8805, number_of_instances: 20000, precision: 0.8807, predictive_accuracy: 0.8805, prior_entropy: 4.6998, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0959, root_relative_squared_error: 0.4986, unweighted_recall: 0.8803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.8829, kappa: 0.8781, kb_relative_information_score: 0.8813, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.074, weighted_recall: 0.8828, number_of_instances: 20000, precision: 0.8831, predictive_accuracy: 0.8828, prior_entropy: 4.6998, relative_absolute_error: 0.1219, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.4937, unweighted_recall: 0.8826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9785, kappa: 0.9776, kb_relative_information_score: 0.9733, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.074, weighted_recall: 0.9785, number_of_instances: 20000, precision: 0.9785, predictive_accuracy: 0.9785, prior_entropy: 4.6998, relative_absolute_error: 0.0561, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0378, root_relative_squared_error: 0.1963, unweighted_recall: 0.9783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9608, f_measure: 0.6245, kappa: 0.6128, kb_relative_information_score: 0.6255, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.074, weighted_recall: 0.6277, number_of_instances: 20000, precision: 0.6385, predictive_accuracy: 0.6277, prior_entropy: 4.6998, relative_absolute_error: 0.5914, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1416, root_relative_squared_error: 0.7364, unweighted_recall: 0.6269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9152, kappa: 0.9118, kb_relative_information_score: 0.9073, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.074, weighted_recall: 0.9152, number_of_instances: 20000, precision: 0.9158, predictive_accuracy: 0.9152, prior_entropy: 4.6998, relative_absolute_error: 0.1768, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0715, root_relative_squared_error: 0.3718, unweighted_recall: 0.9147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9774, kappa: 0.9765, kb_relative_information_score: 0.9722, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.074, weighted_recall: 0.9774, number_of_instances: 20000, precision: 0.9774, predictive_accuracy: 0.9774, prior_entropy: 4.6998, relative_absolute_error: 0.0585, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0385, root_relative_squared_error: 0.2002, unweighted_recall: 0.9773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.8709, kappa: 0.8656, kb_relative_information_score: 0.8574, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.074, weighted_recall: 0.8708, number_of_instances: 20000, precision: 0.8721, predictive_accuracy: 0.8708, prior_entropy: 4.6998, relative_absolute_error: 0.2646, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0887, root_relative_squared_error: 0.4614, unweighted_recall: 0.8699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9388, kappa: 0.9363, kb_relative_information_score: 0.9304, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.074, weighted_recall: 0.9388, number_of_instances: 20000, precision: 0.9393, predictive_accuracy: 0.9388, prior_entropy: 4.6998, relative_absolute_error: 0.1386, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0617, root_relative_squared_error: 0.3206, unweighted_recall: 0.9384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.8664, kappa: 0.861, kb_relative_information_score: 0.8553, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.074, weighted_recall: 0.8664, number_of_instances: 20000, precision: 0.8675, predictive_accuracy: 0.8664, prior_entropy: 4.6998, relative_absolute_error: 0.2659, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0895, root_relative_squared_error: 0.4655, unweighted_recall: 0.8655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9209, kappa: 0.9177, kb_relative_information_score: 0.9147, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.074, weighted_recall: 0.9209, number_of_instances: 20000, precision: 0.9215, predictive_accuracy: 0.9209, prior_entropy: 4.6998, relative_absolute_error: 0.1635, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.3569, unweighted_recall: 0.9204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9239, f_measure: 0.5295, kappa: 0.5099, kb_relative_information_score: 0.3821, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.074, weighted_recall: 0.5288, number_of_instances: 20000, precision: 0.5497, predictive_accuracy: 0.5288, prior_entropy: 4.6998, relative_absolute_error: 0.8656, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.8921, unweighted_recall: 0.5275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.8507, kappa: 0.8448, kb_relative_information_score: 0.84, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.074, weighted_recall: 0.8508, number_of_instances: 20000, precision: 0.8519, predictive_accuracy: 0.8508, prior_entropy: 4.6998, relative_absolute_error: 0.2892, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.4902, unweighted_recall: 0.8497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9616, kappa: 0.9597, kb_relative_information_score: 0.9463, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.074, weighted_recall: 0.9613, number_of_instances: 20000, precision: 0.9626, predictive_accuracy: 0.9613, prior_entropy: 4.6998, relative_absolute_error: 0.0888, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0534, root_relative_squared_error: 0.2777, unweighted_recall: 0.9611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9781, kappa: 0.9773, kb_relative_information_score: 0.973, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.074, weighted_recall: 0.9782, number_of_instances: 20000, precision: 0.9782, predictive_accuracy: 0.9782, prior_entropy: 4.6998, relative_absolute_error: 0.0559, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0382, root_relative_squared_error: 0.1988, unweighted_recall: 0.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.8486, kappa: 0.8424, kb_relative_information_score: 0.8573, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.074, weighted_recall: 0.8485, number_of_instances: 20000, precision: 0.8512, predictive_accuracy: 0.8485, prior_entropy: 4.6998, relative_absolute_error: 0.2395, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.4713, unweighted_recall: 0.8477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9468, kappa: 0.9446, kb_relative_information_score: 0.939, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.9467, number_of_instances: 20000, precision: 0.9472, predictive_accuracy: 0.9467, prior_entropy: 4.6998, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0576, root_relative_squared_error: 0.2995, unweighted_recall: 0.9463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.6768, kappa: 0.584, kb_relative_information_score: 0.4168, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.074, weighted_recall: 0.6002, number_of_instances: 20000, precision: 0.8839, predictive_accuracy: 0.6002, prior_entropy: 4.6998, relative_absolute_error: 0.6732, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1535, root_relative_squared_error: 0.7982, unweighted_recall: 0.5998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.8334, kappa: 0.8267, kb_relative_information_score: 0.823, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.074, weighted_recall: 0.8334, number_of_instances: 20000, precision: 0.835, predictive_accuracy: 0.8334, prior_entropy: 4.6998, relative_absolute_error: 0.3121, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0988, root_relative_squared_error: 0.5137, unweighted_recall: 0.8323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9707, kappa: 0.9695, kb_relative_information_score: 0.9687, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.074, weighted_recall: 0.9707, number_of_instances: 20000, precision: 0.9707, predictive_accuracy: 0.9707, prior_entropy: 4.6998, relative_absolute_error: 0.0645, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0422, root_relative_squared_error: 0.2194, unweighted_recall: 0.9704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9767, kappa: 0.9758, kb_relative_information_score: 0.9709, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.074, weighted_recall: 0.9768, number_of_instances: 20000, precision: 0.9768, predictive_accuracy: 0.9768, prior_entropy: 4.6998, relative_absolute_error: 0.0614, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0394, root_relative_squared_error: 0.2048, unweighted_recall: 0.9766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9229, kappa: 0.9197, kb_relative_information_score: 0.919, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.074, weighted_recall: 0.9228, number_of_instances: 20000, precision: 0.9235, predictive_accuracy: 0.9228, prior_entropy: 4.6998, relative_absolute_error: 0.1538, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0672, root_relative_squared_error: 0.3492, unweighted_recall: 0.9224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9509, kappa: 0.9489, kb_relative_information_score: 0.931, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.074, weighted_recall: 0.9509, number_of_instances: 20000, precision: 0.951, predictive_accuracy: 0.9509, prior_entropy: 4.6998, relative_absolute_error: 0.1367, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0604, root_relative_squared_error: 0.314, unweighted_recall: 0.9506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8871, f_measure: 0.4966, kappa: 0.4514, kb_relative_information_score: 0.3713, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.074, weighted_recall: 0.4725, number_of_instances: 20000, precision: 0.6064, predictive_accuracy: 0.4725, prior_entropy: 4.6998, relative_absolute_error: 0.839, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1722, root_relative_squared_error: 0.8956, unweighted_recall: 0.4705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9555, kappa: 0.9537, kb_relative_information_score: 0.9423, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.074, weighted_recall: 0.9555, number_of_instances: 20000, precision: 0.9557, predictive_accuracy: 0.9555, prior_entropy: 4.6998, relative_absolute_error: 0.1203, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0552, root_relative_squared_error: 0.287, unweighted_recall: 0.9551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9742, kappa: 0.9731, kb_relative_information_score: 0.9677, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.074, weighted_recall: 0.9742, number_of_instances: 20000, precision: 0.9742, predictive_accuracy: 0.9742, prior_entropy: 4.6998, relative_absolute_error: 0.069, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0412, root_relative_squared_error: 0.2144, unweighted_recall: 0.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.8418, kappa: 0.8355, kb_relative_information_score: 0.8317, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.074, weighted_recall: 0.8418, number_of_instances: 20000, precision: 0.8433, predictive_accuracy: 0.8418, prior_entropy: 4.6998, relative_absolute_error: 0.2997, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.5017, unweighted_recall: 0.8408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9577, kappa: 0.956, kb_relative_information_score: 0.945, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.074, weighted_recall: 0.9577, number_of_instances: 20000, precision: 0.9579, predictive_accuracy: 0.9577, prior_entropy: 4.6998, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0538, root_relative_squared_error: 0.2798, unweighted_recall: 0.9574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9426, kappa: 0.9403, kb_relative_information_score: 0.9178, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.074, weighted_recall: 0.9426, number_of_instances: 20000, precision: 0.9429, predictive_accuracy: 0.9426, prior_entropy: 4.6998, relative_absolute_error: 0.1608, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0657, root_relative_squared_error: 0.3415, unweighted_recall: 0.9425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9052, kappa: 0.9013, kb_relative_information_score: 0.8943, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.074, weighted_recall: 0.9051, number_of_instances: 20000, precision: 0.9059, predictive_accuracy: 0.9051, prior_entropy: 4.6998, relative_absolute_error: 0.2019, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.076, root_relative_squared_error: 0.3952, unweighted_recall: 0.9045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, kappa: 0.2224, kb_relative_information_score: 0.1656, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.074, weighted_recall: 0.2516, number_of_instances: 20000, predictive_accuracy: 0.2516, prior_entropy: 4.6998, relative_absolute_error: 0.9701, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1875, root_relative_squared_error: 0.9749, unweighted_recall: 0.2523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.5401, kappa: 0.5356, kb_relative_information_score: 0.5042, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.074, weighted_recall: 0.5534, number_of_instances: 20000, precision: 0.6122, predictive_accuracy: 0.5534, prior_entropy: 4.6998, relative_absolute_error: 0.7021, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1557, root_relative_squared_error: 0.8097, unweighted_recall: 0.5536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9785, kappa: 0.9776, kb_relative_information_score: 0.9733, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.074, weighted_recall: 0.9785, number_of_instances: 20000, precision: 0.9785, predictive_accuracy: 0.9785, prior_entropy: 4.6998, relative_absolute_error: 0.0561, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0378, root_relative_squared_error: 0.1963, unweighted_recall: 0.9783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9499, kappa: 0.9478, kb_relative_information_score: 0.9375, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.074, weighted_recall: 0.9499, number_of_instances: 20000, precision: 0.9501, predictive_accuracy: 0.9499, prior_entropy: 4.6998, relative_absolute_error: 0.1313, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0587, root_relative_squared_error: 0.3053, unweighted_recall: 0.9496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9704, kappa: 0.9692, kb_relative_information_score: 0.9282, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.074, weighted_recall: 0.9704, number_of_instances: 20000, precision: 0.9705, predictive_accuracy: 0.9704, prior_entropy: 4.6998, relative_absolute_error: 0.1685, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0592, root_relative_squared_error: 0.308, unweighted_recall: 0.9701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9706, kappa: 0.9694, kb_relative_information_score: 0.9243, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.074, weighted_recall: 0.9706, number_of_instances: 20000, precision: 0.9708, predictive_accuracy: 0.9706, prior_entropy: 4.6998, relative_absolute_error: 0.1773, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0606, root_relative_squared_error: 0.3153, unweighted_recall: 0.9704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9506, kappa: 0.9486, kb_relative_information_score: 0.867, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.074, weighted_recall: 0.9506, number_of_instances: 20000, precision: 0.9514, predictive_accuracy: 0.9506, prior_entropy: 4.6998, relative_absolute_error: 0.2893, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0815, root_relative_squared_error: 0.4238, unweighted_recall: 0.9502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9639, kappa: 0.9625, kb_relative_information_score: 0.8857, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.074, weighted_recall: 0.9639, number_of_instances: 20000, precision: 0.9642, predictive_accuracy: 0.9639, prior_entropy: 4.6998, relative_absolute_error: 0.2604, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0743, root_relative_squared_error: 0.3865, unweighted_recall: 0.9636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9682, kappa: 0.9669, kb_relative_information_score: 0.9171, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.074, weighted_recall: 0.9682, number_of_instances: 20000, precision: 0.9684, predictive_accuracy: 0.9682, prior_entropy: 4.6998, relative_absolute_error: 0.1929, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0636, root_relative_squared_error: 0.3305, unweighted_recall: 0.9679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9568, kappa: 0.955, kb_relative_information_score: 0.8397, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.074, weighted_recall: 0.9568, number_of_instances: 20000, precision: 0.9574, predictive_accuracy: 0.9568, prior_entropy: 4.6998, relative_absolute_error: 0.3487, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.4593, unweighted_recall: 0.9564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9389, kappa: 0.9363, kb_relative_information_score: 0.8258, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.074, weighted_recall: 0.9388, number_of_instances: 20000, precision: 0.9402, predictive_accuracy: 0.9388, prior_entropy: 4.6998, relative_absolute_error: 0.3687, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0932, root_relative_squared_error: 0.4848, unweighted_recall: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9033, kappa: 0.8992, kb_relative_information_score: 0.8808, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.074, weighted_recall: 0.9031, number_of_instances: 20000, precision: 0.9044, predictive_accuracy: 0.9031, prior_entropy: 4.6998, relative_absolute_error: 0.2366, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0802, root_relative_squared_error: 0.4172, unweighted_recall: 0.9026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9335, kappa: 0.9305, kb_relative_information_score: 0.7562, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.074, weighted_recall: 0.9332, number_of_instances: 20000, precision: 0.9362, predictive_accuracy: 0.9332, prior_entropy: 4.6998, relative_absolute_error: 0.4903, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1099, root_relative_squared_error: 0.5716, unweighted_recall: 0.9327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9638, kappa: 0.9623, kb_relative_information_score: 0.9418, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.074, weighted_recall: 0.9638, number_of_instances: 20000, precision: 0.9639, predictive_accuracy: 0.9638, prior_entropy: 4.6998, relative_absolute_error: 0.1316, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0552, root_relative_squared_error: 0.2873, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9445, kappa: 0.9422, kb_relative_information_score: 0.7943, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.074, weighted_recall: 0.9445, number_of_instances: 20000, precision: 0.9457, predictive_accuracy: 0.9445, prior_entropy: 4.6998, relative_absolute_error: 0.4339, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.5242, unweighted_recall: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9629, kappa: 0.9614, kb_relative_information_score: 0.8775, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.074, weighted_recall: 0.9629, number_of_instances: 20000, precision: 0.9633, predictive_accuracy: 0.9629, prior_entropy: 4.6998, relative_absolute_error: 0.2765, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.077, root_relative_squared_error: 0.4005, unweighted_recall: 0.9626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9587, kappa: 0.957, kb_relative_information_score: 0.8482, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.074, weighted_recall: 0.9587, number_of_instances: 20000, precision: 0.9592, predictive_accuracy: 0.9587, prior_entropy: 4.6998, relative_absolute_error: 0.3335, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0859, root_relative_squared_error: 0.4469, unweighted_recall: 0.9584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9628, kappa: 0.9613, kb_relative_information_score: 0.9272, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.074, weighted_recall: 0.9628, number_of_instances: 20000, precision: 0.9631, predictive_accuracy: 0.9628, prior_entropy: 4.6998, relative_absolute_error: 0.165, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.3163, unweighted_recall: 0.9626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.8939, kappa: 0.8893, kb_relative_information_score: 0.6892, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.074, weighted_recall: 0.8936, number_of_instances: 20000, precision: 0.8992, predictive_accuracy: 0.8936, prior_entropy: 4.6998, relative_absolute_error: 0.592, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1255, root_relative_squared_error: 0.6528, unweighted_recall: 0.8928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.8923, kappa: 0.8872, kb_relative_information_score: 0.6916, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.074, weighted_recall: 0.8916, number_of_instances: 20000, precision: 0.8975, predictive_accuracy: 0.8916, prior_entropy: 4.6998, relative_absolute_error: 0.5847, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.6485, unweighted_recall: 0.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9552, kappa: 0.9534, kb_relative_information_score: 0.8907, mean_absolute_error: 0.0179, 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: 0.2425, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.074, root_relative_squared_error: 0.3848, unweighted_recall: 0.9548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.896, kappa: 0.8912, kb_relative_information_score: 0.8233, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.074, weighted_recall: 0.8954, number_of_instances: 20000, precision: 0.8995, predictive_accuracy: 0.8954, prior_entropy: 4.6998, relative_absolute_error: 0.3487, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.4958, unweighted_recall: 0.8949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9501, kappa: 0.948, kb_relative_information_score: 0.8997, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.074, weighted_recall: 0.9501, number_of_instances: 20000, precision: 0.9506, predictive_accuracy: 0.9501, prior_entropy: 4.6998, relative_absolute_error: 0.2215, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0716, root_relative_squared_error: 0.3722, unweighted_recall: 0.9497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9426, kappa: 0.9401, kb_relative_information_score: 0.922, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.074, weighted_recall: 0.9425, number_of_instances: 20000, precision: 0.9429, predictive_accuracy: 0.9425, prior_entropy: 4.6998, relative_absolute_error: 0.1657, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0645, root_relative_squared_error: 0.3354, unweighted_recall: 0.9421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9502, kappa: 0.9482, kb_relative_information_score: 0.8285, mean_absolute_error: 0.0275, mean_prior_absolute_error: 0.074, weighted_recall: 0.9502, number_of_instances: 20000, precision: 0.9509, predictive_accuracy: 0.9502, prior_entropy: 4.6998, relative_absolute_error: 0.3716, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.4766, unweighted_recall: 0.9498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9563, kappa: 0.9546, kb_relative_information_score: 0.9383, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.074, weighted_recall: 0.9563, number_of_instances: 20000, precision: 0.9565, predictive_accuracy: 0.9563, prior_entropy: 4.6998, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0574, root_relative_squared_error: 0.2985, unweighted_recall: 0.956,
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: 0.9996, f_measure: 0.9649, kappa: 0.9635, kb_relative_information_score: 0.9274, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.074, weighted_recall: 0.9649, number_of_instances: 20000, precision: 0.9652, predictive_accuracy: 0.9649, prior_entropy: 4.6998, relative_absolute_error: 0.1676, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0605, root_relative_squared_error: 0.3145, unweighted_recall: 0.9646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9669, kappa: 0.9656, kb_relative_information_score: 0.9212, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.074, weighted_recall: 0.9669, number_of_instances: 20000, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 4.6998, relative_absolute_error: 0.1822, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0625, root_relative_squared_error: 0.3252, unweighted_recall: 0.9667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9683, kappa: 0.967, kb_relative_information_score: 0.9161, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.074, weighted_recall: 0.9683, number_of_instances: 20000, precision: 0.9685, predictive_accuracy: 0.9683, prior_entropy: 4.6998, relative_absolute_error: 0.1953, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0638, root_relative_squared_error: 0.3318, unweighted_recall: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.8817, kappa: 0.8764, kb_relative_information_score: 0.8326, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.074, weighted_recall: 0.8812, number_of_instances: 20000, precision: 0.8846, predictive_accuracy: 0.8812, prior_entropy: 4.6998, relative_absolute_error: 0.3222, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.094, root_relative_squared_error: 0.4886, unweighted_recall: 0.8808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9497, kappa: 0.9476, kb_relative_information_score: 0.8218, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.074, weighted_recall: 0.9497, number_of_instances: 20000, precision: 0.9505, predictive_accuracy: 0.9497, prior_entropy: 4.6998, relative_absolute_error: 0.3872, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0935, root_relative_squared_error: 0.4862, unweighted_recall: 0.9493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9169, kappa: 0.9133, kb_relative_information_score: 0.8837, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.074, weighted_recall: 0.9167, number_of_instances: 20000, precision: 0.918, predictive_accuracy: 0.9167, prior_entropy: 4.6998, relative_absolute_error: 0.2384, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0785, root_relative_squared_error: 0.4081, unweighted_recall: 0.9162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9547, kappa: 0.9529, kb_relative_information_score: 0.9321, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.074, weighted_recall: 0.9547, number_of_instances: 20000, precision: 0.955, predictive_accuracy: 0.9547, prior_entropy: 4.6998, relative_absolute_error: 0.1489, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0598, root_relative_squared_error: 0.3109, unweighted_recall: 0.9544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9654, kappa: 0.964, kb_relative_information_score: 0.8899, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.074, weighted_recall: 0.9654, number_of_instances: 20000, precision: 0.9658, predictive_accuracy: 0.9654, prior_entropy: 4.6998, relative_absolute_error: 0.2501, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0731, root_relative_squared_error: 0.3803, unweighted_recall: 0.9651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9629, kappa: 0.9614, kb_relative_information_score: 0.8775, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.074, weighted_recall: 0.9629, number_of_instances: 20000, precision: 0.9633, predictive_accuracy: 0.9629, prior_entropy: 4.6998, relative_absolute_error: 0.2765, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.077, root_relative_squared_error: 0.4005, unweighted_recall: 0.9626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.935, kappa: 0.9323, kb_relative_information_score: 0.7666, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.074, weighted_recall: 0.935, number_of_instances: 20000, precision: 0.9369, predictive_accuracy: 0.935, prior_entropy: 4.6998, relative_absolute_error: 0.4793, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.5607, unweighted_recall: 0.9345,
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: 0.997, f_measure: 0.8877, kappa: 0.8827, kb_relative_information_score: 0.8315, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.074, weighted_recall: 0.8872, number_of_instances: 20000, precision: 0.8907, predictive_accuracy: 0.8872, prior_entropy: 4.6998, relative_absolute_error: 0.3284, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.4881, unweighted_recall: 0.8868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9071, kappa: 0.9031, kb_relative_information_score: 0.8792, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.074, weighted_recall: 0.9068, number_of_instances: 20000, precision: 0.9082, predictive_accuracy: 0.9068, prior_entropy: 4.6998, relative_absolute_error: 0.2431, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0803, root_relative_squared_error: 0.4177, unweighted_recall: 0.9063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9514, kappa: 0.9494, kb_relative_information_score: 0.8337, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.074, weighted_recall: 0.9514, number_of_instances: 20000, precision: 0.9521, predictive_accuracy: 0.9514, prior_entropy: 4.6998, relative_absolute_error: 0.3627, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0902, root_relative_squared_error: 0.4688, unweighted_recall: 0.951,
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: 0.9522, kappa: 0.9502, kb_relative_information_score: 0.8375, mean_absolute_error: 0.0264, mean_prior_absolute_error: 0.074, weighted_recall: 0.9522, number_of_instances: 20000, precision: 0.9529, predictive_accuracy: 0.9522, prior_entropy: 4.6998, relative_absolute_error: 0.3565, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.4631, unweighted_recall: 0.9518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.934, kappa: 0.9312, kb_relative_information_score: 0.8855, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.074, weighted_recall: 0.9339, number_of_instances: 20000, precision: 0.9349, predictive_accuracy: 0.9339, prior_entropy: 4.6998, relative_absolute_error: 0.2399, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0773, root_relative_squared_error: 0.4021, unweighted_recall: 0.9334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9641, kappa: 0.9627, kb_relative_information_score: 0.9308, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.074, weighted_recall: 0.9641, number_of_instances: 20000, precision: 0.9643, predictive_accuracy: 0.9641, prior_entropy: 4.6998, relative_absolute_error: 0.1588, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.3073, unweighted_recall: 0.9638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9011, kappa: 0.8964, kb_relative_information_score: 0.705, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.074, weighted_recall: 0.9004, number_of_instances: 20000, precision: 0.9054, predictive_accuracy: 0.9004, prior_entropy: 4.6998, relative_absolute_error: 0.5671, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1217, root_relative_squared_error: 0.6329, unweighted_recall: 0.8999,

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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