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: 0.4849, kappa: -0.0844, kb_relative_information_score: 0.0305, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0141, number_of_instances: 990, predictive_accuracy: 0.0141, prior_entropy: 3.4594, relative_absolute_error: 1.0094, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2992, root_relative_squared_error: 1.0408, unweighted_recall: 0.0141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4849, kappa: -0.0844, kb_relative_information_score: 0.0305, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0141, number_of_instances: 990, predictive_accuracy: 0.0141, prior_entropy: 3.4594, relative_absolute_error: 1.0094, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2992, root_relative_squared_error: 1.0408, unweighted_recall: 0.0141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4849, kappa: -0.0844, kb_relative_information_score: 0.0305, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0141, number_of_instances: 990, predictive_accuracy: 0.0141, prior_entropy: 3.4594, relative_absolute_error: 1.0094, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2992, root_relative_squared_error: 1.0408, unweighted_recall: 0.0141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4849, kappa: -0.0844, kb_relative_information_score: 0.0305, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0141, number_of_instances: 990, predictive_accuracy: 0.0141, prior_entropy: 3.4594, relative_absolute_error: 1.0094, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2992, root_relative_squared_error: 1.0408, unweighted_recall: 0.0141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4849, kappa: -0.0844, kb_relative_information_score: 0.0305, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0141, number_of_instances: 990, predictive_accuracy: 0.0141, prior_entropy: 3.4594, relative_absolute_error: 1.0094, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2992, root_relative_squared_error: 1.0408, unweighted_recall: 0.0141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4849, kappa: -0.0844, kb_relative_information_score: 0.0305, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0141, number_of_instances: 990, predictive_accuracy: 0.0141, prior_entropy: 3.4594, relative_absolute_error: 1.0094, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2992, root_relative_squared_error: 1.0408, unweighted_recall: 0.0141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5356, f_measure: 0.0631, kappa: -0.0256, kb_relative_information_score: 0.096, mean_absolute_error: 0.1648, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0677, number_of_instances: 990, precision: 0.0634, predictive_accuracy: 0.0677, prior_entropy: 3.4594, relative_absolute_error: 0.9972, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3131, root_relative_squared_error: 1.0892, unweighted_recall: 0.0677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4849, kappa: -0.0844, kb_relative_information_score: 0.0305, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0141, number_of_instances: 990, predictive_accuracy: 0.0141, prior_entropy: 3.4594, relative_absolute_error: 1.0094, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2992, root_relative_squared_error: 1.0408, unweighted_recall: 0.0141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4738, f_measure: 0.0169, kappa: -0.0811, kb_relative_information_score: -0.0078, mean_absolute_error: 0.1773, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0172, number_of_instances: 990, precision: 0.0167, predictive_accuracy: 0.0172, prior_entropy: 3.4594, relative_absolute_error: 1.0726, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4003, root_relative_squared_error: 1.3925, unweighted_recall: 0.0172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4673, f_measure: 0.0091, kappa: -0.09, kb_relative_information_score: -0.0189, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0091, number_of_instances: 990, precision: 0.0091, predictive_accuracy: 0.0091, prior_entropy: 3.4594, relative_absolute_error: 1.0819, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4094, root_relative_squared_error: 1.4242, unweighted_recall: 0.0091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4742, f_measure: 0.007, kappa: -0.0922, kb_relative_information_score: -0.0241, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0071, number_of_instances: 990, precision: 0.007, predictive_accuracy: 0.0071, prior_entropy: 3.4594, relative_absolute_error: 1.0859, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4118, root_relative_squared_error: 1.4326, unweighted_recall: 0.0071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4824, f_measure: 0.0141, kappa: -0.0844, kb_relative_information_score: -0.0105, mean_absolute_error: 0.1776, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0141, number_of_instances: 990, precision: 0.0142, predictive_accuracy: 0.0141, prior_entropy: 3.4594, relative_absolute_error: 1.0743, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4021, root_relative_squared_error: 1.3987, unweighted_recall: 0.0141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4654, f_measure: 0.0143, kappa: -0.0844, kb_relative_information_score: -0.0169, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0141, number_of_instances: 990, precision: 0.0144, predictive_accuracy: 0.0141, prior_entropy: 3.4594, relative_absolute_error: 1.0792, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4071, root_relative_squared_error: 1.4163, unweighted_recall: 0.0141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.0237, kappa: -0.0733, kb_relative_information_score: 0.0064, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0242, number_of_instances: 990, precision: 0.0232, predictive_accuracy: 0.0242, prior_entropy: 3.4594, relative_absolute_error: 1.0608, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3894, root_relative_squared_error: 1.3544, unweighted_recall: 0.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4724, f_measure: 0.0089, kappa: -0.09, kb_relative_information_score: -0.0281, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0091, number_of_instances: 990, precision: 0.0087, predictive_accuracy: 0.0091, prior_entropy: 3.4594, relative_absolute_error: 1.0893, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4184, root_relative_squared_error: 1.4555, unweighted_recall: 0.0091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.486, f_measure: 0.0151, kappa: -0.0833, kb_relative_information_score: -0.0139, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0152, number_of_instances: 990, precision: 0.0151, predictive_accuracy: 0.0152, prior_entropy: 3.4594, relative_absolute_error: 1.078, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4088, root_relative_squared_error: 1.4219, unweighted_recall: 0.0152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4746, f_measure: 0.0142, kappa: -0.0844, kb_relative_information_score: -0.0101, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0141, number_of_instances: 990, precision: 0.0143, predictive_accuracy: 0.0141, prior_entropy: 3.4594, relative_absolute_error: 1.074, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3994, root_relative_squared_error: 1.3895, unweighted_recall: 0.0141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.492, f_measure: 0.021, kappa: -0.0767, kb_relative_information_score: 0.0136, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0212, number_of_instances: 990, precision: 0.0207, predictive_accuracy: 0.0212, prior_entropy: 3.4594, relative_absolute_error: 1.0549, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3732, root_relative_squared_error: 1.298, unweighted_recall: 0.0212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5083, f_measure: 0.0704, kappa: -0.0156, kb_relative_information_score: 0.0442, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0768, number_of_instances: 990, precision: 0.0695, predictive_accuracy: 0.0768, prior_entropy: 3.4594, relative_absolute_error: 1.0142, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3993, root_relative_squared_error: 1.3891, unweighted_recall: 0.0768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4981, f_measure: 0.0317, kappa: -0.0644, kb_relative_information_score: 0.0171, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0323, number_of_instances: 990, precision: 0.0313, predictive_accuracy: 0.0323, prior_entropy: 3.4594, relative_absolute_error: 1.0526, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3794, root_relative_squared_error: 1.3199, unweighted_recall: 0.0323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.529, f_measure: 0.0704, kappa: -0.0222, kb_relative_information_score: 0.0711, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0707, number_of_instances: 990, precision: 0.0727, predictive_accuracy: 0.0707, prior_entropy: 3.4594, relative_absolute_error: 1.0025, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3007, root_relative_squared_error: 1.0461, unweighted_recall: 0.0707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4783, f_measure: 0.0242, kappa: -0.0733, kb_relative_information_score: 0.0012, mean_absolute_error: 0.1757, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0242, number_of_instances: 990, precision: 0.0243, predictive_accuracy: 0.0242, prior_entropy: 3.4594, relative_absolute_error: 1.0632, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3914, root_relative_squared_error: 1.3614, unweighted_recall: 0.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4775, f_measure: 0.0648, kappa: -0.0278, kb_relative_information_score: 0.0369, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0657, number_of_instances: 990, precision: 0.0654, predictive_accuracy: 0.0657, prior_entropy: 3.4594, relative_absolute_error: 1.0275, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3913, root_relative_squared_error: 1.3612, unweighted_recall: 0.0657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4686, f_measure: 0.0159, kappa: -0.0822, kb_relative_information_score: -0.0161, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0162, number_of_instances: 990, precision: 0.0157, predictive_accuracy: 0.0162, prior_entropy: 3.4594, relative_absolute_error: 1.0801, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4108, root_relative_squared_error: 1.429, unweighted_recall: 0.0162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4754, f_measure: 0.013, kappa: -0.0856, kb_relative_information_score: -0.0075, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0131, number_of_instances: 990, precision: 0.0129, predictive_accuracy: 0.0131, prior_entropy: 3.4594, relative_absolute_error: 1.071, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3932, root_relative_squared_error: 1.3677, unweighted_recall: 0.0131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4769, f_measure: 0.0119, kappa: -0.0867, kb_relative_information_score: -0.0226, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0121, number_of_instances: 990, precision: 0.0117, predictive_accuracy: 0.0121, prior_entropy: 3.4594, relative_absolute_error: 1.0839, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4114, root_relative_squared_error: 1.4309, unweighted_recall: 0.0121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.479, f_measure: 0.025, kappa: -0.0722, kb_relative_information_score: 0.0009, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0253, number_of_instances: 990, precision: 0.0249, predictive_accuracy: 0.0253, prior_entropy: 3.4594, relative_absolute_error: 1.0637, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3847, root_relative_squared_error: 1.338, unweighted_recall: 0.0253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4971, f_measure: 0.0529, kappa: -0.0389, kb_relative_information_score: 0.0208, mean_absolute_error: 0.1716, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0556, number_of_instances: 990, precision: 0.0521, predictive_accuracy: 0.0556, prior_entropy: 3.4594, relative_absolute_error: 1.0381, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4082, root_relative_squared_error: 1.4198, unweighted_recall: 0.0556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4692, f_measure: 0.0381, kappa: -0.0567, kb_relative_information_score: 0.0213, mean_absolute_error: 0.173, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0394, number_of_instances: 990, precision: 0.0378, predictive_accuracy: 0.0394, prior_entropy: 3.4594, relative_absolute_error: 1.0469, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3783, root_relative_squared_error: 1.3159, unweighted_recall: 0.0394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4729, f_measure: 0.0151, kappa: -0.0833, kb_relative_information_score: -0.0088, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0152, number_of_instances: 990, precision: 0.0151, predictive_accuracy: 0.0152, prior_entropy: 3.4594, relative_absolute_error: 1.072, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.396, root_relative_squared_error: 1.3774, unweighted_recall: 0.0152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.493, f_measure: 0.0191, kappa: -0.0789, kb_relative_information_score: 0.0045, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0192, number_of_instances: 990, precision: 0.0189, predictive_accuracy: 0.0192, prior_entropy: 3.4594, relative_absolute_error: 1.0621, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3849, root_relative_squared_error: 1.339, unweighted_recall: 0.0192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.478, f_measure: 0.0167, kappa: -0.0811, kb_relative_information_score: -0.0094, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0172, number_of_instances: 990, precision: 0.0163, predictive_accuracy: 0.0172, prior_entropy: 3.4594, relative_absolute_error: 1.0722, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3996, root_relative_squared_error: 1.39, unweighted_recall: 0.0172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4671, f_measure: 0.0091, kappa: -0.09, kb_relative_information_score: -0.0177, mean_absolute_error: 0.1786, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0091, number_of_instances: 990, precision: 0.009, predictive_accuracy: 0.0091, prior_entropy: 3.4594, relative_absolute_error: 1.0803, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4044, root_relative_squared_error: 1.4068, unweighted_recall: 0.0091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4963, f_measure: 0.0726, kappa: -0.0156, kb_relative_information_score: 0.0422, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0768, number_of_instances: 990, precision: 0.0703, predictive_accuracy: 0.0768, prior_entropy: 3.4594, relative_absolute_error: 1.0155, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4054, root_relative_squared_error: 1.4101, unweighted_recall: 0.0768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.0216, kappa: -0.0767, kb_relative_information_score: 0.0014, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0212, number_of_instances: 990, precision: 0.0219, predictive_accuracy: 0.0212, prior_entropy: 3.4594, relative_absolute_error: 1.0647, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3956, root_relative_squared_error: 1.3761, unweighted_recall: 0.0212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4655, f_measure: 0.0193, kappa: -0.0789, kb_relative_information_score: -0.0145, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0192, number_of_instances: 990, precision: 0.0194, predictive_accuracy: 0.0192, prior_entropy: 3.4594, relative_absolute_error: 1.0771, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.41, root_relative_squared_error: 1.4264, unweighted_recall: 0.0192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4747, f_measure: 0.0115, kappa: -0.0867, kb_relative_information_score: -0.0196, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0121, number_of_instances: 990, precision: 0.011, predictive_accuracy: 0.0121, prior_entropy: 3.4594, relative_absolute_error: 1.0829, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4127, root_relative_squared_error: 1.4356, unweighted_recall: 0.0121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4783, f_measure: 0.0091, kappa: -0.09, kb_relative_information_score: -0.0162, mean_absolute_error: 0.1781, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0091, number_of_instances: 990, precision: 0.0092, predictive_accuracy: 0.0091, prior_entropy: 3.4594, relative_absolute_error: 1.0777, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4006, root_relative_squared_error: 1.3934, unweighted_recall: 0.0091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4684, f_measure: 0.017, kappa: -0.0811, kb_relative_information_score: -0.0133, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0172, number_of_instances: 990, precision: 0.0169, predictive_accuracy: 0.0172, prior_entropy: 3.4594, relative_absolute_error: 1.0763, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4077, root_relative_squared_error: 1.4183, unweighted_recall: 0.0172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4636, f_measure: 0.0252, kappa: -0.0722, kb_relative_information_score: 0.0032, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0253, number_of_instances: 990, precision: 0.0252, predictive_accuracy: 0.0253, prior_entropy: 3.4594, relative_absolute_error: 1.0615, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3977, root_relative_squared_error: 1.3833, unweighted_recall: 0.0253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4906, f_measure: 0.0408, kappa: -0.0478, kb_relative_information_score: 0.0147, mean_absolute_error: 0.1729, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0475, number_of_instances: 990, precision: 0.0375, predictive_accuracy: 0.0475, prior_entropy: 3.4594, relative_absolute_error: 1.0463, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4075, root_relative_squared_error: 1.4173, unweighted_recall: 0.0475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.0186, kappa: -0.0789, kb_relative_information_score: 0.0043, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0192, number_of_instances: 990, precision: 0.0181, predictive_accuracy: 0.0192, prior_entropy: 3.4594, relative_absolute_error: 1.0614, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3834, root_relative_squared_error: 1.3338, unweighted_recall: 0.0192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4693, f_measure: 0.0218, kappa: -0.0756, kb_relative_information_score: -0.0054, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0222, number_of_instances: 990, precision: 0.0214, predictive_accuracy: 0.0222, prior_entropy: 3.4594, relative_absolute_error: 1.0672, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4051, root_relative_squared_error: 1.409, unweighted_recall: 0.0222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.501, f_measure: 0.0874, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0909, number_of_instances: 990, precision: 0.0947, predictive_accuracy: 0.0909, prior_entropy: 3.4594, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4064, root_relative_squared_error: 1.4135, unweighted_recall: 0.0909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4829, f_measure: 0.0212, kappa: -0.0767, kb_relative_information_score: -0.0048, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0212, number_of_instances: 990, precision: 0.0213, predictive_accuracy: 0.0212, prior_entropy: 3.4594, relative_absolute_error: 1.0694, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4023, root_relative_squared_error: 1.3994, unweighted_recall: 0.0212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4817, f_measure: 0.0231, kappa: -0.0744, kb_relative_information_score: 0.0111, mean_absolute_error: 0.1741, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0232, number_of_instances: 990, precision: 0.0231, predictive_accuracy: 0.0232, prior_entropy: 3.4594, relative_absolute_error: 1.0532, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3641, root_relative_squared_error: 1.2666, unweighted_recall: 0.0232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4612, f_measure: 0.0196, kappa: -0.0789, kb_relative_information_score: -0.0129, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0192, number_of_instances: 990, precision: 0.02, predictive_accuracy: 0.0192, prior_entropy: 3.4594, relative_absolute_error: 1.0759, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4055, root_relative_squared_error: 1.4107, unweighted_recall: 0.0192,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4794, f_measure: 0.009, kappa: -0.09, kb_relative_information_score: -0.0234, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0091, number_of_instances: 990, precision: 0.009, predictive_accuracy: 0.0091, prior_entropy: 3.4594, relative_absolute_error: 1.0851, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4111, root_relative_squared_error: 1.43, unweighted_recall: 0.0091,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4634, f_measure: 0.0155, kappa: -0.0822, kb_relative_information_score: -0.0147, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0162, number_of_instances: 990, precision: 0.0148, predictive_accuracy: 0.0162, prior_entropy: 3.4594, relative_absolute_error: 1.0771, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4093, root_relative_squared_error: 1.4238, unweighted_recall: 0.0162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4749, f_measure: 0.0201, kappa: -0.0778, kb_relative_information_score: -0.0027, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0202, number_of_instances: 990, precision: 0.0201, predictive_accuracy: 0.0202, prior_entropy: 3.4594, relative_absolute_error: 1.0652, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.384, root_relative_squared_error: 1.3357, unweighted_recall: 0.0202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.0239, kappa: -0.0733, kb_relative_information_score: 0.0028, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0242, number_of_instances: 990, precision: 0.0236, predictive_accuracy: 0.0242, prior_entropy: 3.4594, relative_absolute_error: 1.0626, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3886, root_relative_squared_error: 1.3517, unweighted_recall: 0.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4747, f_measure: 0.014, kappa: -0.0844, kb_relative_information_score: -0.021, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0141, number_of_instances: 990, precision: 0.0138, predictive_accuracy: 0.0141, prior_entropy: 3.4594, relative_absolute_error: 1.0829, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4134, root_relative_squared_error: 1.4381, unweighted_recall: 0.0141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4657, f_measure: 0.0109, kappa: -0.0878, kb_relative_information_score: -0.0184, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0111, number_of_instances: 990, precision: 0.0107, predictive_accuracy: 0.0111, prior_entropy: 3.4594, relative_absolute_error: 1.0818, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4107, root_relative_squared_error: 1.4288, unweighted_recall: 0.0111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4601, f_measure: 0.0169, kappa: -0.0811, kb_relative_information_score: -0.0155, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0172, number_of_instances: 990, precision: 0.0167, predictive_accuracy: 0.0172, prior_entropy: 3.4594, relative_absolute_error: 1.0786, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4125, root_relative_squared_error: 1.4348, unweighted_recall: 0.0172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4747, f_measure: 0.0192, kappa: -0.0789, kb_relative_information_score: 0.005, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0192, number_of_instances: 990, precision: 0.0192, predictive_accuracy: 0.0192, prior_entropy: 3.4594, relative_absolute_error: 1.0607, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3815, root_relative_squared_error: 1.3269, unweighted_recall: 0.0192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4757, f_measure: 0.0184, kappa: -0.08, kb_relative_information_score: -0.0086, mean_absolute_error: 0.1774, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0182, number_of_instances: 990, precision: 0.0187, predictive_accuracy: 0.0182, prior_entropy: 3.4594, relative_absolute_error: 1.073, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.405, root_relative_squared_error: 1.4086, unweighted_recall: 0.0182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4837, f_measure: 0.015, kappa: -0.0833, kb_relative_information_score: -0.01, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0152, number_of_instances: 990, precision: 0.0149, predictive_accuracy: 0.0152, prior_entropy: 3.4594, relative_absolute_error: 1.0738, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4004, root_relative_squared_error: 1.3928, unweighted_recall: 0.0152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4832, f_measure: 0.015, kappa: -0.0833, kb_relative_information_score: -0.0087, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0152, number_of_instances: 990, precision: 0.0148, predictive_accuracy: 0.0152, prior_entropy: 3.4594, relative_absolute_error: 1.072, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.396, root_relative_squared_error: 1.3775, unweighted_recall: 0.0152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4939, f_measure: 0.0727, kappa: -0.0156, kb_relative_information_score: 0.0419, mean_absolute_error: 0.1678, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0768, number_of_instances: 990, precision: 0.0745, predictive_accuracy: 0.0768, prior_entropy: 3.4594, relative_absolute_error: 1.015, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4144, unweighted_recall: 0.0768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4934, f_measure: 0.0222, kappa: -0.0756, kb_relative_information_score: 0.0068, mean_absolute_error: 0.1752, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0222, number_of_instances: 990, precision: 0.0222, predictive_accuracy: 0.0222, prior_entropy: 3.4594, relative_absolute_error: 1.0598, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3826, root_relative_squared_error: 1.3309, unweighted_recall: 0.0222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4753, f_measure: 0.0131, kappa: -0.0856, kb_relative_information_score: -0.0115, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0131, number_of_instances: 990, precision: 0.0132, predictive_accuracy: 0.0131, prior_entropy: 3.4594, relative_absolute_error: 1.075, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3997, root_relative_squared_error: 1.3905, unweighted_recall: 0.0131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4599, f_measure: 0.0091, kappa: -0.09, kb_relative_information_score: -0.0198, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0091, number_of_instances: 990, precision: 0.0092, predictive_accuracy: 0.0091, prior_entropy: 3.4594, relative_absolute_error: 1.0821, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4093, root_relative_squared_error: 1.4237, unweighted_recall: 0.0091,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.47, f_measure: 0.016, kappa: -0.0822, kb_relative_information_score: -0.0187, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0162, number_of_instances: 990, precision: 0.0158, predictive_accuracy: 0.0162, prior_entropy: 3.4594, relative_absolute_error: 1.0801, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4137, root_relative_squared_error: 1.4389, unweighted_recall: 0.0162,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4952, f_measure: 0.0628, kappa: -0.0267, kb_relative_information_score: 0.0317, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0667, number_of_instances: 990, precision: 0.0631, predictive_accuracy: 0.0667, prior_entropy: 3.4594, relative_absolute_error: 1.0267, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4055, root_relative_squared_error: 1.4107, unweighted_recall: 0.0667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4888, f_measure: 0.0226, kappa: -0.0744, kb_relative_information_score: 0.0036, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0232, number_of_instances: 990, precision: 0.022, predictive_accuracy: 0.0232, prior_entropy: 3.4594, relative_absolute_error: 1.0616, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3887, root_relative_squared_error: 1.352, unweighted_recall: 0.0232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.465, f_measure: 0.0128, kappa: -0.0856, kb_relative_information_score: -0.0181, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0131, number_of_instances: 990, precision: 0.0125, predictive_accuracy: 0.0131, prior_entropy: 3.4594, relative_absolute_error: 1.0815, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.414, root_relative_squared_error: 1.4401, unweighted_recall: 0.0131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4781, f_measure: 0.0146, kappa: -0.0833, kb_relative_information_score: -0.0166, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0152, number_of_instances: 990, precision: 0.0141, predictive_accuracy: 0.0152, prior_entropy: 3.4594, relative_absolute_error: 1.0793, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4102, root_relative_squared_error: 1.4268, unweighted_recall: 0.0152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4906, f_measure: 0.0297, kappa: -0.0667, kb_relative_information_score: 0.0175, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0303, number_of_instances: 990, precision: 0.0291, predictive_accuracy: 0.0303, prior_entropy: 3.4594, relative_absolute_error: 1.0508, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3749, root_relative_squared_error: 1.3039, unweighted_recall: 0.0303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4714, f_measure: 0.0411, kappa: -0.0544, kb_relative_information_score: 0.0146, mean_absolute_error: 0.1729, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0414, number_of_instances: 990, precision: 0.0413, predictive_accuracy: 0.0414, prior_entropy: 3.4594, relative_absolute_error: 1.046, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3789, root_relative_squared_error: 1.3179, unweighted_recall: 0.0414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4878, f_measure: 0.0306, kappa: -0.0656, kb_relative_information_score: 0.0085, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0313, number_of_instances: 990, precision: 0.0299, predictive_accuracy: 0.0313, prior_entropy: 3.4594, relative_absolute_error: 1.0583, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3913, root_relative_squared_error: 1.3612, unweighted_recall: 0.0313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5111, f_measure: 0.0864, kappa: -0.0022, kb_relative_information_score: 0.0563, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0889, number_of_instances: 990, precision: 0.085, predictive_accuracy: 0.0889, prior_entropy: 3.4594, relative_absolute_error: 1.0015, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3973, root_relative_squared_error: 1.3819, unweighted_recall: 0.0889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4861, f_measure: 0.0218, kappa: -0.0756, kb_relative_information_score: 0.0021, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0222, number_of_instances: 990, precision: 0.0214, predictive_accuracy: 0.0222, prior_entropy: 3.4594, relative_absolute_error: 1.0635, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3914, root_relative_squared_error: 1.3613, unweighted_recall: 0.0222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4867, f_measure: 0.038, kappa: -0.0567, kb_relative_information_score: 0.0039, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0394, number_of_instances: 990, precision: 0.0373, predictive_accuracy: 0.0394, prior_entropy: 3.4594, relative_absolute_error: 1.0553, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4128, root_relative_squared_error: 1.436, unweighted_recall: 0.0394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4699, f_measure: 0.0302, kappa: -0.0667, kb_relative_information_score: 0.0161, mean_absolute_error: 0.1729, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0303, number_of_instances: 990, precision: 0.0301, predictive_accuracy: 0.0303, prior_entropy: 3.4594, relative_absolute_error: 1.046, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3583, root_relative_squared_error: 1.2463, unweighted_recall: 0.0303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4741, f_measure: 0.0132, kappa: -0.0856, kb_relative_information_score: -0.0247, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0131, number_of_instances: 990, precision: 0.0133, predictive_accuracy: 0.0131, prior_entropy: 3.4594, relative_absolute_error: 1.0851, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4148, root_relative_squared_error: 1.4429, unweighted_recall: 0.0131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4614, f_measure: 0.0157, kappa: -0.0822, kb_relative_information_score: -0.0221, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0162, number_of_instances: 990, precision: 0.0154, predictive_accuracy: 0.0162, prior_entropy: 3.4594, relative_absolute_error: 1.0837, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4151, root_relative_squared_error: 1.4439, unweighted_recall: 0.0162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4783, f_measure: 0.0201, kappa: -0.0778, kb_relative_information_score: -0.0053, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0202, number_of_instances: 990, precision: 0.02, predictive_accuracy: 0.0202, prior_entropy: 3.4594, relative_absolute_error: 1.0714, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4016, root_relative_squared_error: 1.3971, unweighted_recall: 0.0202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.48, f_measure: 0.0151, kappa: -0.0833, kb_relative_information_score: -0.0123, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0152, number_of_instances: 990, precision: 0.0151, predictive_accuracy: 0.0152, prior_entropy: 3.4594, relative_absolute_error: 1.0757, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4048, root_relative_squared_error: 1.4082, unweighted_recall: 0.0152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4694, f_measure: 0.011, kappa: -0.0878, kb_relative_information_score: -0.0231, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0111, number_of_instances: 990, precision: 0.011, predictive_accuracy: 0.0111, prior_entropy: 3.4594, relative_absolute_error: 1.0848, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4169, root_relative_squared_error: 1.4501, unweighted_recall: 0.0111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.493, f_measure: 0.033, kappa: -0.0633, kb_relative_information_score: 0.0135, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0333, number_of_instances: 990, precision: 0.0328, predictive_accuracy: 0.0333, prior_entropy: 3.4594, relative_absolute_error: 1.052, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3861, root_relative_squared_error: 1.3431, unweighted_recall: 0.0333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.48, f_measure: 0.0163, kappa: -0.0822, kb_relative_information_score: -0.0136, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.1653, weighted_recall: 0.0162, number_of_instances: 990, precision: 0.0165, predictive_accuracy: 0.0162, prior_entropy: 3.4594, relative_absolute_error: 1.0766, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4064, root_relative_squared_error: 1.4138, unweighted_recall: 0.0162,

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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