OpenML
Supervised Classification on vowel

Supervised Classification on vowel

Task 3022 Supervised Classification vowel 18971 runs submitted
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  • OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_50 study_7 study_98 study_99 under100k under1m
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18971 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6972, f_measure: 0.4209, kappa: 0.3944, kb_relative_information_score: 0.4276, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.4335, predictive_accuracy: 0.4495, prior_entropy: 3.4594, recall: 0.4495, relative_absolute_error: 0.6056, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3164, root_relative_squared_error: 1.1005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9644, kappa: 0.9611, kb_relative_information_score: 0.9632, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9648, predictive_accuracy: 0.9646, prior_entropy: 3.4594, recall: 0.9646, relative_absolute_error: 0.0389, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0802, root_relative_squared_error: 0.2789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9898, kappa: 0.9889, kb_relative_information_score: 0.9895, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.99, predictive_accuracy: 0.9899, prior_entropy: 3.4594, recall: 0.9899, relative_absolute_error: 0.0111, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0429, root_relative_squared_error: 0.1491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9653, kappa: 0.9622, kb_relative_information_score: 0.9643, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9656, predictive_accuracy: 0.9657, prior_entropy: 3.4594, recall: 0.9657, relative_absolute_error: 0.0378, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.079, root_relative_squared_error: 0.2749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9878, kappa: 0.9867, kb_relative_information_score: 0.9874, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9878, predictive_accuracy: 0.9879, prior_entropy: 3.4594, recall: 0.9879, relative_absolute_error: 0.0133, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0469, root_relative_squared_error: 0.1633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9433, f_measure: 0.8962, kappa: 0.8867, kb_relative_information_score: 0.8929, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8998, predictive_accuracy: 0.897, prior_entropy: 3.4594, recall: 0.897, relative_absolute_error: 0.1133, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1369, root_relative_squared_error: 0.4761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9939, kappa: 0.9933, kb_relative_information_score: 0.9937, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.994, predictive_accuracy: 0.9939, prior_entropy: 3.4594, recall: 0.9939, relative_absolute_error: 0.0067, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0332, root_relative_squared_error: 0.1155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9867, kappa: 0.9856, kb_relative_information_score: 0.9863, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.987, predictive_accuracy: 0.9869, prior_entropy: 3.4594, recall: 0.9869, relative_absolute_error: 0.0144, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0489, root_relative_squared_error: 0.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9908, kappa: 0.99, kb_relative_information_score: 0.9905, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9909, predictive_accuracy: 0.9909, prior_entropy: 3.4594, recall: 0.9909, relative_absolute_error: 0.01, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0407, root_relative_squared_error: 0.1414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5322, f_measure: 0.1266, kappa: 0.0644, kb_relative_information_score: 0.1157, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.1648, predictive_accuracy: 0.1495, prior_entropy: 3.4594, recall: 0.1495, relative_absolute_error: 0.9356, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3932, root_relative_squared_error: 1.3679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9939, kappa: 0.9933, kb_relative_information_score: 0.9937, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.994, predictive_accuracy: 0.9939, prior_entropy: 3.4594, recall: 0.9939, relative_absolute_error: 0.0067, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0332, root_relative_squared_error: 0.1155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9939, kappa: 0.9933, kb_relative_information_score: 0.9937, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.994, predictive_accuracy: 0.9939, prior_entropy: 3.4594, recall: 0.9939, relative_absolute_error: 0.0067, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0332, root_relative_squared_error: 0.1155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9909, kappa: 0.99, kb_relative_information_score: 0.9905, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.991, predictive_accuracy: 0.9909, prior_entropy: 3.4594, recall: 0.9909, relative_absolute_error: 0.01, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0407, root_relative_squared_error: 0.1414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9857, kappa: 0.9844, kb_relative_information_score: 0.9853, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.986, predictive_accuracy: 0.9859, prior_entropy: 3.4594, recall: 0.9859, relative_absolute_error: 0.0156, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0507, root_relative_squared_error: 0.1764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9939, kappa: 0.9933, kb_relative_information_score: 0.9937, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.994, predictive_accuracy: 0.9939, prior_entropy: 3.4594, recall: 0.9939, relative_absolute_error: 0.0067, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0332, root_relative_squared_error: 0.1155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9929, kappa: 0.9922, kb_relative_information_score: 0.9926, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.993, predictive_accuracy: 0.9929, prior_entropy: 3.4594, recall: 0.9929, relative_absolute_error: 0.0078, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0359, root_relative_squared_error: 0.1247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9821, kappa: 0.98, kb_relative_information_score: 0.9811, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9831, predictive_accuracy: 0.9818, prior_entropy: 3.4594, recall: 0.9818, relative_absolute_error: 0.02, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0575, root_relative_squared_error: 0.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9718, kappa: 0.9678, kb_relative_information_score: 0.9695, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9754, predictive_accuracy: 0.9707, prior_entropy: 3.4594, recall: 0.9707, relative_absolute_error: 0.0322, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.073, root_relative_squared_error: 0.2539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9706, f_measure: 0.9507, kappa: 0.9411, kb_relative_information_score: 0.9443, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9631, predictive_accuracy: 0.9465, prior_entropy: 3.4594, recall: 0.9465, relative_absolute_error: 0.0589, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.3432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.9524, kappa: 0.9433, kb_relative_information_score: 0.9464, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.964, predictive_accuracy: 0.9485, prior_entropy: 3.4594, recall: 0.9485, relative_absolute_error: 0.0567, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0968, root_relative_squared_error: 0.3367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9709, kappa: 0.9667, kb_relative_information_score: 0.9685, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9747, predictive_accuracy: 0.9697, prior_entropy: 3.4594, recall: 0.9697, relative_absolute_error: 0.0333, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0742, root_relative_squared_error: 0.2582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9929, kappa: 0.9922, kb_relative_information_score: 0.9926, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.993, predictive_accuracy: 0.9929, prior_entropy: 3.4594, recall: 0.9929, relative_absolute_error: 0.0078, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0359, root_relative_squared_error: 0.1247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9667, kappa: 0.9633, kb_relative_information_score: 0.9653, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9682, predictive_accuracy: 0.9667, prior_entropy: 3.4594, recall: 0.9667, relative_absolute_error: 0.0367, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0778, root_relative_squared_error: 0.2708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9667, kappa: 0.9633, kb_relative_information_score: 0.9653, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9682, predictive_accuracy: 0.9667, prior_entropy: 3.4594, recall: 0.9667, relative_absolute_error: 0.0367, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0778, root_relative_squared_error: 0.2708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.9158, kappa: 0.9078, kb_relative_information_score: 0.9128, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9188, predictive_accuracy: 0.9162, prior_entropy: 3.4594, recall: 0.9162, relative_absolute_error: 0.0922, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1235, root_relative_squared_error: 0.4295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9909, kappa: 0.99, kb_relative_information_score: 0.9905, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.991, predictive_accuracy: 0.9909, prior_entropy: 3.4594, recall: 0.9909, relative_absolute_error: 0.01, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0407, root_relative_squared_error: 0.1414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9929, kappa: 0.9922, kb_relative_information_score: 0.9926, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.993, predictive_accuracy: 0.9929, prior_entropy: 3.4594, recall: 0.9929, relative_absolute_error: 0.0078, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0359, root_relative_squared_error: 0.1247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9949, kappa: 0.9944, kb_relative_information_score: 0.9947, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.995, predictive_accuracy: 0.9949, prior_entropy: 3.4594, recall: 0.9949, relative_absolute_error: 0.0056, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0303, root_relative_squared_error: 0.1054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.9054, kappa: 0.8967, kb_relative_information_score: 0.9023, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9068, predictive_accuracy: 0.9061, prior_entropy: 3.4594, recall: 0.9061, relative_absolute_error: 0.1033, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1307, root_relative_squared_error: 0.4546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9949, kappa: 0.9944, kb_relative_information_score: 0.9947, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.995, predictive_accuracy: 0.9949, prior_entropy: 3.4594, recall: 0.9949, relative_absolute_error: 0.0056, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0303, root_relative_squared_error: 0.1054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8517, f_measure: 0.7284, kappa: 0.7033, kb_relative_information_score: 0.7196, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.75, predictive_accuracy: 0.7303, prior_entropy: 3.4594, recall: 0.7303, relative_absolute_error: 0.2967, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.7703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, f_measure: 0.8908, kappa: 0.8811, kb_relative_information_score: 0.8876, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8927, predictive_accuracy: 0.8919, prior_entropy: 3.4594, recall: 0.8919, relative_absolute_error: 0.1189, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1402, root_relative_squared_error: 0.4876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4872, f_measure: 0.0689, kappa: -0.0256, kb_relative_information_score: 0.0306, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.071, predictive_accuracy: 0.0677, prior_entropy: 3.4594, recall: 0.0677, relative_absolute_error: 1.0256, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4117, root_relative_squared_error: 1.4322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, f_measure: 0.8908, kappa: 0.8811, kb_relative_information_score: 0.8876, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8927, predictive_accuracy: 0.8919, prior_entropy: 3.4594, recall: 0.8919, relative_absolute_error: 0.1189, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1402, root_relative_squared_error: 0.4876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.7853, kappa: 0.7644, kb_relative_information_score: 0.7773, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7992, predictive_accuracy: 0.7859, prior_entropy: 3.4594, recall: 0.7859, relative_absolute_error: 0.2356, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.6864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.7853, kappa: 0.7644, kb_relative_information_score: 0.7773, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7992, predictive_accuracy: 0.7859, prior_entropy: 3.4594, recall: 0.7859, relative_absolute_error: 0.2356, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.6864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.7853, kappa: 0.7644, kb_relative_information_score: 0.7773, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7992, predictive_accuracy: 0.7859, prior_entropy: 3.4594, recall: 0.7859, relative_absolute_error: 0.2356, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.6864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.46, f_measure: 0.0171, kappa: -0.08, kb_relative_information_score: -0.0208, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.0181, predictive_accuracy: 0.0182, prior_entropy: 3.4594, recall: 0.0182, relative_absolute_error: 1.08, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4225, root_relative_squared_error: 1.4697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9808, kappa: 0.9789, kb_relative_information_score: 0.98, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.981, predictive_accuracy: 0.9808, prior_entropy: 3.4594, recall: 0.9808, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9808, kappa: 0.9789, kb_relative_information_score: 0.98, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.981, predictive_accuracy: 0.9808, prior_entropy: 3.4594, recall: 0.9808, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9808, kappa: 0.9789, kb_relative_information_score: 0.98, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.981, predictive_accuracy: 0.9808, prior_entropy: 3.4594, recall: 0.9808, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9797, kappa: 0.9778, kb_relative_information_score: 0.979, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9799, predictive_accuracy: 0.9798, prior_entropy: 3.4594, recall: 0.9798, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0606, root_relative_squared_error: 0.2108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9808, kappa: 0.9789, kb_relative_information_score: 0.98, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.981, predictive_accuracy: 0.9808, prior_entropy: 3.4594, recall: 0.9808, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.88, f_measure: 0.7734, kappa: 0.76, kb_relative_information_score: 0.7731, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7905, predictive_accuracy: 0.7818, prior_entropy: 3.4594, recall: 0.7818, relative_absolute_error: 0.24, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1992, root_relative_squared_error: 0.6928,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9797, kappa: 0.9778, kb_relative_information_score: 0.979, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9799, predictive_accuracy: 0.9798, prior_entropy: 3.4594, recall: 0.9798, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0606, root_relative_squared_error: 0.2108,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9808, kappa: 0.9789, kb_relative_information_score: 0.98, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.981, predictive_accuracy: 0.9808, prior_entropy: 3.4594, recall: 0.9808, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9798, kappa: 0.9778, kb_relative_information_score: 0.979, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.98, predictive_accuracy: 0.9798, prior_entropy: 3.4594, recall: 0.9798, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0606, root_relative_squared_error: 0.2108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9808, kappa: 0.9789, kb_relative_information_score: 0.98, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.981, predictive_accuracy: 0.9808, prior_entropy: 3.4594, recall: 0.9808, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8794, f_measure: 0.7714, kappa: 0.7589, kb_relative_information_score: 0.7721, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7902, predictive_accuracy: 0.7808, prior_entropy: 3.4594, recall: 0.7808, relative_absolute_error: 0.2411, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.6944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8817, f_measure: 0.7753, kappa: 0.7633, kb_relative_information_score: 0.7763, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.794, predictive_accuracy: 0.7848, prior_entropy: 3.4594, recall: 0.7848, relative_absolute_error: 0.2367, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.88, f_measure: 0.773, kappa: 0.76, kb_relative_information_score: 0.7731, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7896, predictive_accuracy: 0.7818, prior_entropy: 3.4594, recall: 0.7818, relative_absolute_error: 0.24, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1992, root_relative_squared_error: 0.6928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9808, kappa: 0.9789, kb_relative_information_score: 0.98, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.981, predictive_accuracy: 0.9808, prior_entropy: 3.4594, recall: 0.9808, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9808, kappa: 0.9789, kb_relative_information_score: 0.98, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.981, predictive_accuracy: 0.9808, prior_entropy: 3.4594, recall: 0.9808, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9808, kappa: 0.9789, kb_relative_information_score: 0.98, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.981, predictive_accuracy: 0.9808, prior_entropy: 3.4594, recall: 0.9808, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9808, kappa: 0.9789, kb_relative_information_score: 0.98, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.981, predictive_accuracy: 0.9808, prior_entropy: 3.4594, recall: 0.9808, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9808, kappa: 0.9789, kb_relative_information_score: 0.98, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.981, predictive_accuracy: 0.9808, prior_entropy: 3.4594, recall: 0.9808, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.2055,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs