Task
Supervised Classification on pendigits

Supervised Classification on pendigits

Task 32 Supervised Classification pendigits 26270 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_98 study_99 under100k under1m
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26270 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9624, kappa: 0.9582, kb_relative_information_score: 0.9607, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, weighted_recall: 0.9624, number_of_instances: 10992, precision: 0.9625, predictive_accuracy: 0.9624, prior_entropy: 3.3208, relative_absolute_error: 0.0418, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0867, root_relative_squared_error: 0.289, unweighted_recall: 0.9624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9633, kappa: 0.9593, kb_relative_information_score: 0.9616, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.18, weighted_recall: 0.9633, number_of_instances: 10992, precision: 0.9634, predictive_accuracy: 0.9633, prior_entropy: 3.3208, relative_absolute_error: 0.0407, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0856, root_relative_squared_error: 0.2855, unweighted_recall: 0.9633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9934, kappa: 0.9927, kb_relative_information_score: 0.9885, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.18, weighted_recall: 0.9934, number_of_instances: 10992, precision: 0.9935, predictive_accuracy: 0.9934, prior_entropy: 3.3208, relative_absolute_error: 0.022, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0325, root_relative_squared_error: 0.1084, unweighted_recall: 0.9935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9814, kappa: 0.9794, kb_relative_information_score: 0.9706, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.18, weighted_recall: 0.9814, number_of_instances: 10992, precision: 0.9815, predictive_accuracy: 0.9814, prior_entropy: 3.3208, relative_absolute_error: 0.0517, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0566, root_relative_squared_error: 0.1888, unweighted_recall: 0.9814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9956, kappa: 0.9951, kb_relative_information_score: 0.9924, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.18, weighted_recall: 0.9956, number_of_instances: 10992, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 3.3208, relative_absolute_error: 0.0135, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0264, root_relative_squared_error: 0.088, unweighted_recall: 0.9956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.8492, kappa: 0.7965, kb_relative_information_score: 0.8082, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.18, weighted_recall: 0.8167, number_of_instances: 10992, precision: 0.9361, predictive_accuracy: 0.8167, prior_entropy: 3.3208, relative_absolute_error: 0.2443, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1509, root_relative_squared_error: 0.503, unweighted_recall: 0.8171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9886, kappa: 0.9874, kb_relative_information_score: 0.9797, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.18, weighted_recall: 0.9886, number_of_instances: 10992, precision: 0.9886, predictive_accuracy: 0.9886, prior_entropy: 3.3208, relative_absolute_error: 0.0371, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0455, root_relative_squared_error: 0.1517, unweighted_recall: 0.9886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9907, kappa: 0.9896, kb_relative_information_score: 0.9842, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.18, weighted_recall: 0.9906, number_of_instances: 10992, precision: 0.9909, predictive_accuracy: 0.9906, prior_entropy: 3.3208, relative_absolute_error: 0.0251, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0393, root_relative_squared_error: 0.1311, unweighted_recall: 0.9907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9915, kappa: 0.9906, kb_relative_information_score: 0.9842, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.18, weighted_recall: 0.9915, number_of_instances: 10992, precision: 0.9915, predictive_accuracy: 0.9915, prior_entropy: 3.3208, relative_absolute_error: 0.0297, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0391, root_relative_squared_error: 0.1303, unweighted_recall: 0.9916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9905, kappa: 0.9894, kb_relative_information_score: 0.9838, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, weighted_recall: 0.9904, number_of_instances: 10992, precision: 0.9908, predictive_accuracy: 0.9904, prior_entropy: 3.3208, relative_absolute_error: 0.0257, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0399, root_relative_squared_error: 0.1329, unweighted_recall: 0.9905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9944, kappa: 0.9938, kb_relative_information_score: 0.9869, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, weighted_recall: 0.9945, number_of_instances: 10992, precision: 0.9945, predictive_accuracy: 0.9945, prior_entropy: 3.3208, relative_absolute_error: 0.0253, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0333, root_relative_squared_error: 0.111, unweighted_recall: 0.9945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.7219, kappa: 0.6947, kb_relative_information_score: 0.6467, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.18, weighted_recall: 0.7253, number_of_instances: 10992, precision: 0.732, predictive_accuracy: 0.7253, prior_entropy: 3.3208, relative_absolute_error: 0.5242, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.201, root_relative_squared_error: 0.67, unweighted_recall: 0.7225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.995, kappa: 0.9944, kb_relative_information_score: 0.9882, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.18, weighted_recall: 0.995, number_of_instances: 10992, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 3.3208, relative_absolute_error: 0.0228, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0314, root_relative_squared_error: 0.1048, unweighted_recall: 0.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9949, kappa: 0.9943, kb_relative_information_score: 0.9887, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.18, weighted_recall: 0.9949, number_of_instances: 10992, precision: 0.9949, predictive_accuracy: 0.9949, prior_entropy: 3.3208, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0312, root_relative_squared_error: 0.1039, unweighted_recall: 0.9949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9934, kappa: 0.9927, kb_relative_information_score: 0.9867, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, weighted_recall: 0.9934, number_of_instances: 10992, precision: 0.9935, predictive_accuracy: 0.9934, prior_entropy: 3.3208, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0348, root_relative_squared_error: 0.116, unweighted_recall: 0.9935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9964, kappa: 0.996, kb_relative_information_score: 0.993, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.18, weighted_recall: 0.9964, number_of_instances: 10992, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 3.3208, relative_absolute_error: 0.013, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0251, root_relative_squared_error: 0.0838, unweighted_recall: 0.9963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9961, kappa: 0.9957, kb_relative_information_score: 0.9922, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.18, weighted_recall: 0.9961, number_of_instances: 10992, precision: 0.9961, predictive_accuracy: 0.9961, prior_entropy: 3.3208, relative_absolute_error: 0.015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0259, root_relative_squared_error: 0.0863, unweighted_recall: 0.9961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9948, kappa: 0.9942, kb_relative_information_score: 0.9914, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.18, weighted_recall: 0.9948, number_of_instances: 10992, precision: 0.9948, predictive_accuracy: 0.9948, prior_entropy: 3.3208, relative_absolute_error: 0.0161, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0289, root_relative_squared_error: 0.0964, unweighted_recall: 0.9948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.974, kappa: 0.9712, kb_relative_information_score: 0.9637, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.18, weighted_recall: 0.9741, number_of_instances: 10992, precision: 0.9741, predictive_accuracy: 0.9741, prior_entropy: 3.3208, relative_absolute_error: 0.0618, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.065, root_relative_squared_error: 0.2166, unweighted_recall: 0.9744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9914, kappa: 0.9905, kb_relative_information_score: 0.9839, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.18, weighted_recall: 0.9914, number_of_instances: 10992, precision: 0.9915, predictive_accuracy: 0.9914, prior_entropy: 3.3208, relative_absolute_error: 0.0301, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0396, root_relative_squared_error: 0.1319, unweighted_recall: 0.9915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9943, kappa: 0.9936, kb_relative_information_score: 0.9901, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.18, weighted_recall: 0.9943, number_of_instances: 10992, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 3.3208, relative_absolute_error: 0.0169, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0309, root_relative_squared_error: 0.103, unweighted_recall: 0.9943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.91, kappa: 0.8995, kb_relative_information_score: 0.8911, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.18, weighted_recall: 0.9096, number_of_instances: 10992, precision: 0.9127, predictive_accuracy: 0.9096, prior_entropy: 3.3208, relative_absolute_error: 0.1683, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1173, root_relative_squared_error: 0.3909, unweighted_recall: 0.9111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9395, kappa: 0.9331, kb_relative_information_score: 0.9293, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.18, weighted_recall: 0.9398, number_of_instances: 10992, precision: 0.9401, predictive_accuracy: 0.9398, prior_entropy: 3.3208, relative_absolute_error: 0.1134, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.3123, unweighted_recall: 0.9406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9888, kappa: 0.9876, kb_relative_information_score: 0.9797, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.18, weighted_recall: 0.9888, number_of_instances: 10992, precision: 0.9888, predictive_accuracy: 0.9888, prior_entropy: 3.3208, relative_absolute_error: 0.0374, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0451, root_relative_squared_error: 0.1504, unweighted_recall: 0.9888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.8958, kappa: 0.8836, kb_relative_information_score: 0.8767, mean_absolute_error: 0.035, mean_prior_absolute_error: 0.18, weighted_recall: 0.8953, number_of_instances: 10992, precision: 0.8981, predictive_accuracy: 0.8953, prior_entropy: 3.3208, relative_absolute_error: 0.1943, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.124, root_relative_squared_error: 0.4133, unweighted_recall: 0.8961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9895, kappa: 0.9883, kb_relative_information_score: 0.981, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.18, weighted_recall: 0.9894, number_of_instances: 10992, precision: 0.9897, predictive_accuracy: 0.9894, prior_entropy: 3.3208, relative_absolute_error: 0.0307, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0439, root_relative_squared_error: 0.1464, unweighted_recall: 0.9896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9945, kappa: 0.9938, kb_relative_information_score: 0.9896, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.18, weighted_recall: 0.9945, number_of_instances: 10992, precision: 0.9945, predictive_accuracy: 0.9945, prior_entropy: 3.3208, relative_absolute_error: 0.019, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0307, root_relative_squared_error: 0.1025, unweighted_recall: 0.9944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9765, kappa: 0.9739, kb_relative_information_score: 0.9635, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.18, weighted_recall: 0.9765, number_of_instances: 10992, precision: 0.9765, predictive_accuracy: 0.9765, prior_entropy: 3.3208, relative_absolute_error: 0.0631, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.064, root_relative_squared_error: 0.2133, unweighted_recall: 0.9766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9893, kappa: 0.9882, kb_relative_information_score: 0.9806, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.18, weighted_recall: 0.9894, number_of_instances: 10992, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 3.3208, relative_absolute_error: 0.0357, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0442, root_relative_squared_error: 0.1472, unweighted_recall: 0.9894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9961, kappa: 0.9957, kb_relative_information_score: 0.9928, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.18, weighted_recall: 0.9961, number_of_instances: 10992, precision: 0.9961, predictive_accuracy: 0.9961, prior_entropy: 3.3208, relative_absolute_error: 0.013, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0256, root_relative_squared_error: 0.0854, unweighted_recall: 0.9961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.517, kappa: 0.4649, kb_relative_information_score: 0.3118, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.18, weighted_recall: 0.5181, number_of_instances: 10992, precision: 0.5813, predictive_accuracy: 0.5181, prior_entropy: 3.3208, relative_absolute_error: 0.8809, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2709, root_relative_squared_error: 0.9031, unweighted_recall: 0.5143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9847, kappa: 0.983, kb_relative_information_score: 0.9801, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.18, weighted_recall: 0.9847, number_of_instances: 10992, precision: 0.9847, predictive_accuracy: 0.9847, prior_entropy: 3.3208, relative_absolute_error: 0.0333, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0488, root_relative_squared_error: 0.1626, unweighted_recall: 0.9849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9955, kappa: 0.9949, kb_relative_information_score: 0.993, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.18, weighted_recall: 0.9955, number_of_instances: 10992, precision: 0.9955, predictive_accuracy: 0.9955, prior_entropy: 3.3208, relative_absolute_error: 0.0131, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0257, root_relative_squared_error: 0.0856, unweighted_recall: 0.9954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9946, kappa: 0.994, kb_relative_information_score: 0.9894, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.18, weighted_recall: 0.9946, number_of_instances: 10992, precision: 0.9946, predictive_accuracy: 0.9946, prior_entropy: 3.3208, relative_absolute_error: 0.0197, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0307, root_relative_squared_error: 0.1023, unweighted_recall: 0.9946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.8863, kappa: 0.8653, kb_relative_information_score: 0.8098, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.18, weighted_recall: 0.8787, number_of_instances: 10992, precision: 0.8986, predictive_accuracy: 0.8787, prior_entropy: 3.3208, relative_absolute_error: 0.3131, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1479, root_relative_squared_error: 0.493, unweighted_recall: 0.8776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9728, kappa: 0.9698, kb_relative_information_score: 0.962, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.18, weighted_recall: 0.9728, number_of_instances: 10992, precision: 0.9729, predictive_accuracy: 0.9728, prior_entropy: 3.3208, relative_absolute_error: 0.0646, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0665, root_relative_squared_error: 0.2218, unweighted_recall: 0.9731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9782, kappa: 0.9757, kb_relative_information_score: 0.9669, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.18, weighted_recall: 0.9782, number_of_instances: 10992, precision: 0.9782, predictive_accuracy: 0.9782, prior_entropy: 3.3208, relative_absolute_error: 0.0576, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0606, root_relative_squared_error: 0.202, unweighted_recall: 0.9782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9812, kappa: 0.9791, kb_relative_information_score: 0.97, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.18, weighted_recall: 0.9812, number_of_instances: 10992, precision: 0.9812, predictive_accuracy: 0.9812, prior_entropy: 3.3208, relative_absolute_error: 0.0526, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0574, root_relative_squared_error: 0.1914, unweighted_recall: 0.9811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9828, kappa: 0.9809, kb_relative_information_score: 0.9735, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.18, weighted_recall: 0.9828, number_of_instances: 10992, precision: 0.9828, predictive_accuracy: 0.9828, prior_entropy: 3.3208, relative_absolute_error: 0.0463, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0542, root_relative_squared_error: 0.1808, unweighted_recall: 0.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9933, kappa: 0.9925, kb_relative_information_score: 0.9873, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.18, weighted_recall: 0.9933, number_of_instances: 10992, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 3.3208, relative_absolute_error: 0.0244, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0339, root_relative_squared_error: 0.113, unweighted_recall: 0.9933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.994, kappa: 0.9933, kb_relative_information_score: 0.9877, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.18, weighted_recall: 0.994, number_of_instances: 10992, precision: 0.994, predictive_accuracy: 0.994, prior_entropy: 3.3208, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0328, root_relative_squared_error: 0.1093, unweighted_recall: 0.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9964, kappa: 0.996, kb_relative_information_score: 0.9927, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.18, weighted_recall: 0.9964, number_of_instances: 10992, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 3.3208, relative_absolute_error: 0.0135, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0259, root_relative_squared_error: 0.0863, unweighted_recall: 0.9964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9722, kappa: 0.9692, kb_relative_information_score: 0.9597, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, weighted_recall: 0.9723, number_of_instances: 10992, precision: 0.9723, predictive_accuracy: 0.9723, prior_entropy: 3.3208, relative_absolute_error: 0.0689, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.068, root_relative_squared_error: 0.2267, unweighted_recall: 0.9725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.8522, kappa: 0.8463, kb_relative_information_score: 0.6754, mean_absolute_error: 0.0928, mean_prior_absolute_error: 0.18, weighted_recall: 0.8617, number_of_instances: 10992, precision: 0.8533, predictive_accuracy: 0.8617, prior_entropy: 3.3208, relative_absolute_error: 0.5156, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1878, root_relative_squared_error: 0.6259, unweighted_recall: 0.8591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9962, kappa: 0.9958, kb_relative_information_score: 0.9925, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.18, weighted_recall: 0.9962, number_of_instances: 10992, precision: 0.9962, predictive_accuracy: 0.9962, prior_entropy: 3.3208, relative_absolute_error: 0.0139, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0261, root_relative_squared_error: 0.0869, unweighted_recall: 0.9962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9761, kappa: 0.9734, kb_relative_information_score: 0.9644, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.18, weighted_recall: 0.9761, number_of_instances: 10992, precision: 0.9761, predictive_accuracy: 0.9761, prior_entropy: 3.3208, relative_absolute_error: 0.0613, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0636, root_relative_squared_error: 0.2119, unweighted_recall: 0.9763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9925, kappa: 0.9917, kb_relative_information_score: 0.9844, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.18, weighted_recall: 0.9925, number_of_instances: 10992, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 3.3208, relative_absolute_error: 0.0295, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.038, root_relative_squared_error: 0.1267, unweighted_recall: 0.9926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9925, kappa: 0.9917, kb_relative_information_score: 0.9846, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.18, weighted_recall: 0.9925, number_of_instances: 10992, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 3.3208, relative_absolute_error: 0.0293, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0378, root_relative_squared_error: 0.126, unweighted_recall: 0.9926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9803, kappa: 0.9781, kb_relative_information_score: 0.969, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.18, weighted_recall: 0.9803, number_of_instances: 10992, precision: 0.9803, predictive_accuracy: 0.9803, prior_entropy: 3.3208, relative_absolute_error: 0.0541, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0584, root_relative_squared_error: 0.1948, unweighted_recall: 0.9802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9951, kappa: 0.9945, kb_relative_information_score: 0.9873, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.18, weighted_recall: 0.9951, number_of_instances: 10992, precision: 0.9951, predictive_accuracy: 0.9951, prior_entropy: 3.3208, relative_absolute_error: 0.0247, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0328, root_relative_squared_error: 0.1093, unweighted_recall: 0.9951,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.8812, kappa: 0.8704, kb_relative_information_score: 0.6778, mean_absolute_error: 0.0982, mean_prior_absolute_error: 0.18, weighted_recall: 0.8834, number_of_instances: 10992, precision: 0.883, predictive_accuracy: 0.8834, prior_entropy: 3.3208, relative_absolute_error: 0.5459, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1827, root_relative_squared_error: 0.609, unweighted_recall: 0.8831,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9333, kappa: 0.9259, kb_relative_information_score: 0.9052, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.18, weighted_recall: 0.9333, number_of_instances: 10992, precision: 0.9335, predictive_accuracy: 0.9333, prior_entropy: 3.3208, relative_absolute_error: 0.1614, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1082, root_relative_squared_error: 0.3607, unweighted_recall: 0.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9351, kappa: 0.9279, kb_relative_information_score: 0.9054, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.18, weighted_recall: 0.9351, number_of_instances: 10992, precision: 0.9353, predictive_accuracy: 0.9351, prior_entropy: 3.3208, relative_absolute_error: 0.1618, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1079, root_relative_squared_error: 0.3598, unweighted_recall: 0.9348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9355, kappa: 0.9283, kb_relative_information_score: 0.9068, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.18, weighted_recall: 0.9355, number_of_instances: 10992, precision: 0.9356, predictive_accuracy: 0.9355, prior_entropy: 3.3208, relative_absolute_error: 0.1591, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1075, root_relative_squared_error: 0.3584, unweighted_recall: 0.9352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.8812, kappa: 0.8704, kb_relative_information_score: 0.6778, mean_absolute_error: 0.0982, mean_prior_absolute_error: 0.18, weighted_recall: 0.8834, number_of_instances: 10992, precision: 0.883, predictive_accuracy: 0.8834, prior_entropy: 3.3208, relative_absolute_error: 0.5459, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1827, root_relative_squared_error: 0.609, unweighted_recall: 0.8831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9217, kappa: 0.9134, kb_relative_information_score: 0.8713, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.18, weighted_recall: 0.922, number_of_instances: 10992, precision: 0.9219, predictive_accuracy: 0.922, prior_entropy: 3.3208, relative_absolute_error: 0.2284, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1194, root_relative_squared_error: 0.3979, unweighted_recall: 0.9218,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9357, kappa: 0.9285, kb_relative_information_score: 0.9069, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.18, weighted_recall: 0.9357, number_of_instances: 10992, precision: 0.9358, predictive_accuracy: 0.9357, prior_entropy: 3.3208, relative_absolute_error: 0.159, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1075, root_relative_squared_error: 0.3583, unweighted_recall: 0.9354,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9325, kappa: 0.9251, kb_relative_information_score: 0.8991, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.18, weighted_recall: 0.9326, number_of_instances: 10992, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 3.3208, relative_absolute_error: 0.1747, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1097, root_relative_squared_error: 0.3656, unweighted_recall: 0.9323,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9304, kappa: 0.9228, kb_relative_information_score: 0.8916, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.18, weighted_recall: 0.9305, number_of_instances: 10992, precision: 0.9305, predictive_accuracy: 0.9305, prior_entropy: 3.3208, relative_absolute_error: 0.1894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.3731, unweighted_recall: 0.9302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9304, kappa: 0.9228, kb_relative_information_score: 0.8916, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.18, weighted_recall: 0.9305, number_of_instances: 10992, precision: 0.9305, predictive_accuracy: 0.9305, prior_entropy: 3.3208, relative_absolute_error: 0.1894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.3731, unweighted_recall: 0.9302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9304, kappa: 0.9228, kb_relative_information_score: 0.8916, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.18, weighted_recall: 0.9305, number_of_instances: 10992, precision: 0.9305, predictive_accuracy: 0.9305, prior_entropy: 3.3208, relative_absolute_error: 0.1894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.3731, unweighted_recall: 0.9302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.8384, kappa: 0.8262, kb_relative_information_score: 0.5751, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.18, weighted_recall: 0.8436, number_of_instances: 10992, precision: 0.8453, predictive_accuracy: 0.8436, prior_entropy: 3.3208, relative_absolute_error: 0.6603, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.7082, unweighted_recall: 0.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9304, kappa: 0.9228, kb_relative_information_score: 0.8916, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.18, weighted_recall: 0.9305, number_of_instances: 10992, precision: 0.9305, predictive_accuracy: 0.9305, prior_entropy: 3.3208, relative_absolute_error: 0.1894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.3731, unweighted_recall: 0.9302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9304, kappa: 0.9228, kb_relative_information_score: 0.8916, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.18, weighted_recall: 0.9305, number_of_instances: 10992, precision: 0.9305, predictive_accuracy: 0.9305, prior_entropy: 3.3208, relative_absolute_error: 0.1894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.3731, unweighted_recall: 0.9302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9304, kappa: 0.9228, kb_relative_information_score: 0.8916, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.18, weighted_recall: 0.9305, number_of_instances: 10992, precision: 0.9305, predictive_accuracy: 0.9305, prior_entropy: 3.3208, relative_absolute_error: 0.1894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.3731, unweighted_recall: 0.9302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9304, kappa: 0.9228, kb_relative_information_score: 0.8916, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.18, weighted_recall: 0.9305, number_of_instances: 10992, precision: 0.9305, predictive_accuracy: 0.9305, prior_entropy: 3.3208, relative_absolute_error: 0.1894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.3731, unweighted_recall: 0.9302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9351, kappa: 0.9279, kb_relative_information_score: 0.9054, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.18, weighted_recall: 0.9351, number_of_instances: 10992, precision: 0.9353, predictive_accuracy: 0.9351, prior_entropy: 3.3208, relative_absolute_error: 0.1618, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1079, root_relative_squared_error: 0.3597, unweighted_recall: 0.9348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9304, kappa: 0.9228, kb_relative_information_score: 0.8916, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.18, weighted_recall: 0.9305, number_of_instances: 10992, precision: 0.9305, predictive_accuracy: 0.9305, prior_entropy: 3.3208, relative_absolute_error: 0.1894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.3731, unweighted_recall: 0.9302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9217, kappa: 0.9134, kb_relative_information_score: 0.8713, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.18, weighted_recall: 0.922, number_of_instances: 10992, precision: 0.9219, predictive_accuracy: 0.922, prior_entropy: 3.3208, relative_absolute_error: 0.2284, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1194, root_relative_squared_error: 0.3979, unweighted_recall: 0.9218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.8384, kappa: 0.8262, kb_relative_information_score: 0.5751, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.18, weighted_recall: 0.8436, number_of_instances: 10992, precision: 0.8453, predictive_accuracy: 0.8436, prior_entropy: 3.3208, relative_absolute_error: 0.6603, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.7082, unweighted_recall: 0.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.8384, kappa: 0.8262, kb_relative_information_score: 0.5751, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.18, weighted_recall: 0.8436, number_of_instances: 10992, precision: 0.8453, predictive_accuracy: 0.8436, prior_entropy: 3.3208, relative_absolute_error: 0.6603, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.7082, unweighted_recall: 0.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.8384, kappa: 0.8262, kb_relative_information_score: 0.5751, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.18, weighted_recall: 0.8436, number_of_instances: 10992, precision: 0.8453, predictive_accuracy: 0.8436, prior_entropy: 3.3208, relative_absolute_error: 0.6603, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.7082, unweighted_recall: 0.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9217, kappa: 0.9134, kb_relative_information_score: 0.8713, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.18, weighted_recall: 0.922, number_of_instances: 10992, precision: 0.9219, predictive_accuracy: 0.922, prior_entropy: 3.3208, relative_absolute_error: 0.2284, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1194, root_relative_squared_error: 0.3979, unweighted_recall: 0.9218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9359, kappa: 0.9287, kb_relative_information_score: 0.907, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.18, weighted_recall: 0.9359, number_of_instances: 10992, precision: 0.936, predictive_accuracy: 0.9359, prior_entropy: 3.3208, relative_absolute_error: 0.1588, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.3582, unweighted_recall: 0.9356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9304, kappa: 0.9228, kb_relative_information_score: 0.8916, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.18, weighted_recall: 0.9305, number_of_instances: 10992, precision: 0.9305, predictive_accuracy: 0.9305, prior_entropy: 3.3208, relative_absolute_error: 0.1894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.3731, unweighted_recall: 0.9302,

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