OpenML
Supervised Data Stream Classification on BNG(hepatitis)

Supervised Data Stream Classification on BNG(hepatitis)

Task 2165 Supervised Data Stream Classification BNG(hepatitis) 309 runs submitted
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  • binstreams ecmlpkdd2015 streamensembles streams study_11 study_16
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8366, f_measure: 0.9026, kappa: 0.6988, kb_relative_information_score: 808952, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9018, predictive_accuracy: 0.9045, prior_entropy: 1, recall: 0.9045, relative_absolute_error: 0.191, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3091, root_relative_squared_error: 0.6181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7819, f_measure: 0.8681, kappa: 0.5906, kb_relative_information_score: 742624, mean_absolute_error: 0.1287, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8665, predictive_accuracy: 0.8713, prior_entropy: 1, recall: 0.8713, relative_absolute_error: 0.2574, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.7175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.8698, kappa: 0.6074, kb_relative_information_score: 737758, mean_absolute_error: 0.1311, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8708, predictive_accuracy: 0.8689, prior_entropy: 1, recall: 0.8689, relative_absolute_error: 0.2622, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.7242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.9135, kappa: 0.7326, kb_relative_information_score: 830288, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9151, prior_entropy: 1, recall: 0.9151, relative_absolute_error: 0.1697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.5826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8529, f_measure: 0.9134, kappa: 0.7324, kb_relative_information_score: 830210, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9129, predictive_accuracy: 0.9151, prior_entropy: 1, recall: 0.9151, relative_absolute_error: 0.1698, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.5827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8529, f_measure: 0.9134, kappa: 0.7324, kb_relative_information_score: 830216, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9129, predictive_accuracy: 0.9151, prior_entropy: 1, recall: 0.9151, relative_absolute_error: 0.1698, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.5827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8529, f_measure: 0.9134, kappa: 0.7324, kb_relative_information_score: 830206, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9129, predictive_accuracy: 0.9151, prior_entropy: 1, recall: 0.9151, relative_absolute_error: 0.1698, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.5827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8532, f_measure: 0.9136, kappa: 0.733, kb_relative_information_score: 830542, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9131, predictive_accuracy: 0.9153, prior_entropy: 1, recall: 0.9153, relative_absolute_error: 0.1695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.5822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8532, f_measure: 0.9136, kappa: 0.7329, kb_relative_information_score: 830508, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9131, predictive_accuracy: 0.9153, prior_entropy: 1, recall: 0.9153, relative_absolute_error: 0.1695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.5822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8532, f_measure: 0.9136, kappa: 0.733, kb_relative_information_score: 830528, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9131, predictive_accuracy: 0.9153, prior_entropy: 1, recall: 0.9153, relative_absolute_error: 0.1695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.5822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8531, f_measure: 0.9136, kappa: 0.7328, kb_relative_information_score: 830480, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9152, prior_entropy: 1, recall: 0.9152, relative_absolute_error: 0.1695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.5823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8456, f_measure: 0.9089, kappa: 0.7182, kb_relative_information_score: 821446, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9107, prior_entropy: 1, recall: 0.9107, relative_absolute_error: 0.1786, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2988, root_relative_squared_error: 0.5976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.811, f_measure: 0.888, kappa: 0.6522, kb_relative_information_score: 781584, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.887, predictive_accuracy: 0.8908, prior_entropy: 1, recall: 0.8908, relative_absolute_error: 0.2184, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.6609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8448, f_measure: 0.9122, kappa: 0.7267, kb_relative_information_score: 829208, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9121, predictive_accuracy: 0.9146, prior_entropy: 1, recall: 0.9146, relative_absolute_error: 0.1708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.5845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8448, f_measure: 0.9122, kappa: 0.7267, kb_relative_information_score: 829208, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9121, predictive_accuracy: 0.9146, prior_entropy: 1, recall: 0.9146, relative_absolute_error: 0.1708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.5845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.832, f_measure: 0.8788, kappa: 0.6391, kb_relative_information_score: 753050, mean_absolute_error: 0.1235, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.882, predictive_accuracy: 0.8765, prior_entropy: 1, recall: 0.8765, relative_absolute_error: 0.247, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3514, root_relative_squared_error: 0.7028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7936, f_measure: 0.8821, kappa: 0.6301, kb_relative_information_score: 772956, mean_absolute_error: 0.1135, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8865, prior_entropy: 1, recall: 0.8865, relative_absolute_error: 0.227, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3369, root_relative_squared_error: 0.6739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8452, f_measure: 0.9122, kappa: 0.7267, kb_relative_information_score: 829058, mean_absolute_error: 0.0855, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.912, predictive_accuracy: 0.9145, prior_entropy: 1, recall: 0.9145, relative_absolute_error: 0.1709, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.5847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8011, f_measure: 0.8864, kappa: 0.6441, kb_relative_information_score: 780860, mean_absolute_error: 0.1096, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8859, predictive_accuracy: 0.8904, prior_entropy: 1, recall: 0.8904, relative_absolute_error: 0.2191, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.331, root_relative_squared_error: 0.662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8199, f_measure: 0.8958, kappa: 0.6755, kb_relative_information_score: 797658, mean_absolute_error: 0.1012, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8952, predictive_accuracy: 0.8988, prior_entropy: 1, recall: 0.8988, relative_absolute_error: 0.2023, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3181, root_relative_squared_error: 0.6361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8314, f_measure: 0.9065, kappa: 0.7074, kb_relative_information_score: 819492, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9068, predictive_accuracy: 0.9097, prior_entropy: 1, recall: 0.9097, relative_absolute_error: 0.1805, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.6008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8378, f_measure: 0.9059, kappa: 0.7078, kb_relative_information_score: 816290, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9053, predictive_accuracy: 0.9081, prior_entropy: 1, recall: 0.9081, relative_absolute_error: 0.1837, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3031, root_relative_squared_error: 0.6062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8338, f_measure: 0.8793, kappa: 0.6412, kb_relative_information_score: 753966, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8828, predictive_accuracy: 0.877, prior_entropy: 1, recall: 0.877, relative_absolute_error: 0.246, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3507, root_relative_squared_error: 0.7015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8338, f_measure: 0.8793, kappa: 0.6412, kb_relative_information_score: 753966, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8828, predictive_accuracy: 0.877, prior_entropy: 1, recall: 0.877, relative_absolute_error: 0.246, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3507, root_relative_squared_error: 0.7015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8233, f_measure: 0.9007, kappa: 0.6895, kb_relative_information_score: 808234, mean_absolute_error: 0.0959, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9007, predictive_accuracy: 0.9041, prior_entropy: 1, recall: 0.9041, relative_absolute_error: 0.1918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3097, root_relative_squared_error: 0.6193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8338, f_measure: 0.8793, kappa: 0.6412, kb_relative_information_score: 753966, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8828, predictive_accuracy: 0.877, prior_entropy: 1, recall: 0.877, relative_absolute_error: 0.246, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3507, root_relative_squared_error: 0.7015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8338, f_measure: 0.8793, kappa: 0.6412, kb_relative_information_score: 753966, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8828, predictive_accuracy: 0.877, prior_entropy: 1, recall: 0.877, relative_absolute_error: 0.246, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3507, root_relative_squared_error: 0.7015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8338, f_measure: 0.8793, kappa: 0.6412, kb_relative_information_score: 753960, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8828, predictive_accuracy: 0.877, prior_entropy: 1, recall: 0.877, relative_absolute_error: 0.246, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3507, root_relative_squared_error: 0.7015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8132, f_measure: 0.8851, kappa: 0.6459, kb_relative_information_score: 773894, mean_absolute_error: 0.1131, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.884, predictive_accuracy: 0.8869, prior_entropy: 1, recall: 0.8869, relative_absolute_error: 0.2261, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3362, root_relative_squared_error: 0.6725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8519, f_measure: 0.9124, kappa: 0.7292, kb_relative_information_score: 827922, mean_absolute_error: 0.086, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9118, predictive_accuracy: 0.914, prior_entropy: 1, recall: 0.914, relative_absolute_error: 0.1721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2933, root_relative_squared_error: 0.5866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8534, f_measure: 0.9136, kappa: 0.7329, kb_relative_information_score: 830400, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9152, prior_entropy: 1, recall: 0.9152, relative_absolute_error: 0.1696, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2912, root_relative_squared_error: 0.5824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8338, f_measure: 0.8793, kappa: 0.6412, kb_relative_information_score: 753958, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8828, predictive_accuracy: 0.877, prior_entropy: 1, recall: 0.877, relative_absolute_error: 0.246, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3507, root_relative_squared_error: 0.7015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8532, f_measure: 0.9136, kappa: 0.733, kb_relative_information_score: 830540, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9131, predictive_accuracy: 0.9153, prior_entropy: 1, recall: 0.9153, relative_absolute_error: 0.1695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.5822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8447, f_measure: 0.9123, kappa: 0.727, kb_relative_information_score: 829488, mean_absolute_error: 0.0853, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9122, predictive_accuracy: 0.9147, prior_entropy: 1, recall: 0.9147, relative_absolute_error: 0.1705, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.292, root_relative_squared_error: 0.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8447, f_measure: 0.9123, kappa: 0.727, kb_relative_information_score: 829488, mean_absolute_error: 0.0853, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9122, predictive_accuracy: 0.9147, prior_entropy: 1, recall: 0.9147, relative_absolute_error: 0.1705, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.292, root_relative_squared_error: 0.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.845, f_measure: 0.9122, kappa: 0.7269, kb_relative_information_score: 829246, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9121, predictive_accuracy: 0.9146, prior_entropy: 1, recall: 0.9146, relative_absolute_error: 0.1708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.5844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8825, f_measure: 0.9136, kappa: 0.733, kb_relative_information_score: 805186.9629, mean_absolute_error: 0.0975, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9131, predictive_accuracy: 0.9153, prior_entropy: 1, recall: 0.9153, relative_absolute_error: 0.195, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2772, root_relative_squared_error: 0.5544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.9062, kappa: 0.7078, kb_relative_information_score: 796174.7002, mean_absolute_error: 0.1035, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.906, predictive_accuracy: 0.909, prior_entropy: 1, recall: 0.909, relative_absolute_error: 0.207, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.5438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.912, f_measure: 0.9112, kappa: 0.7249, kb_relative_information_score: 787619.1923, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9107, predictive_accuracy: 0.9131, prior_entropy: 1, recall: 0.9131, relative_absolute_error: 0.2175, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2683, root_relative_squared_error: 0.5367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.9029, kappa: 0.6966, kb_relative_information_score: 772932.6879, mean_absolute_error: 0.1174, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.906, prior_entropy: 1, recall: 0.906, relative_absolute_error: 0.2348, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2699, root_relative_squared_error: 0.5398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.8925, kappa: 0.6568, kb_relative_information_score: 738288.1429, mean_absolute_error: 0.1372, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8972, predictive_accuracy: 0.8995, prior_entropy: 1, recall: 0.8995, relative_absolute_error: 0.2743, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2777, root_relative_squared_error: 0.5553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9176, f_measure: 0.9053, kappa: 0.7035, kb_relative_information_score: 758709.2346, mean_absolute_error: 0.1258, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9055, predictive_accuracy: 0.9085, prior_entropy: 1, recall: 0.9085, relative_absolute_error: 0.2516, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2715, root_relative_squared_error: 0.543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, f_measure: 0.9038, kappa: 0.7019, kb_relative_information_score: 756732.3519, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9031, predictive_accuracy: 0.9059, prior_entropy: 1, recall: 0.9059, relative_absolute_error: 0.2536, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2725, root_relative_squared_error: 0.5449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.914, f_measure: 0.8925, kappa: 0.6568, kb_relative_information_score: 733518.134, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8972, predictive_accuracy: 0.8995, prior_entropy: 1, recall: 0.8995, relative_absolute_error: 0.2793, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2798, root_relative_squared_error: 0.5596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9124, f_measure: 0.9029, kappa: 0.6966, kb_relative_information_score: 771770.0945, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.906, prior_entropy: 1, recall: 0.906, relative_absolute_error: 0.2359, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2705, root_relative_squared_error: 0.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9101, f_measure: 0.9067, kappa: 0.7166, kb_relative_information_score: 787034.0027, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9067, predictive_accuracy: 0.9066, prior_entropy: 1, recall: 0.9066, relative_absolute_error: 0.218, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2687, root_relative_squared_error: 0.5373,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.9062, kappa: 0.7078, kb_relative_information_score: 795728.7396, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.906, predictive_accuracy: 0.909, prior_entropy: 1, recall: 0.909, relative_absolute_error: 0.2074, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2722, root_relative_squared_error: 0.5445,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, f_measure: 0.9128, kappa: 0.7293, kb_relative_information_score: 829732, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9124, predictive_accuracy: 0.9149, prior_entropy: 1, recall: 0.9149, relative_absolute_error: 0.1703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.5836,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8532, f_measure: 0.9136, kappa: 0.733, kb_relative_information_score: 830528, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9131, predictive_accuracy: 0.9153, prior_entropy: 1, recall: 0.9153, relative_absolute_error: 0.1695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.5822,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8447, f_measure: 0.9121, kappa: 0.7264, kb_relative_information_score: 829034, mean_absolute_error: 0.0855, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.912, predictive_accuracy: 0.9145, prior_entropy: 1, recall: 0.9145, relative_absolute_error: 0.171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.5848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.9121, kappa: 0.7264, kb_relative_information_score: 766025.616, mean_absolute_error: 0.1257, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.912, predictive_accuracy: 0.9145, prior_entropy: 1, recall: 0.9145, relative_absolute_error: 0.2514, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2567, root_relative_squared_error: 0.5134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9327, f_measure: 0.9034, kappa: 0.7191, kb_relative_information_score: 799250.7331, mean_absolute_error: 0.1005, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9116, predictive_accuracy: 0.8999, prior_entropy: 1, recall: 0.8999, relative_absolute_error: 0.2009, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.31, root_relative_squared_error: 0.62,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9034, f_measure: 0.8963, kappa: 0.6717, kb_relative_information_score: 732667.3565, mean_absolute_error: 0.1401, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8982, predictive_accuracy: 0.9015, prior_entropy: 1, recall: 0.9015, relative_absolute_error: 0.2802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.5635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.571, f_measure: 0.6938, kappa: 0.127, kb_relative_information_score: 357390, mean_absolute_error: 0.3213, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.714, predictive_accuracy: 0.6787, prior_entropy: 1, recall: 0.6787, relative_absolute_error: 0.6426, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5668, root_relative_squared_error: 1.1337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9345, f_measure: 0.9151, kappa: 0.7415, kb_relative_information_score: 795394.1952, mean_absolute_error: 0.1067, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9149, predictive_accuracy: 0.9154, prior_entropy: 1, recall: 0.9154, relative_absolute_error: 0.2135, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2602, root_relative_squared_error: 0.5203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8722, f_measure: 0.9163, kappa: 0.7455, kb_relative_information_score: 832624, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9162, predictive_accuracy: 0.9163, prior_entropy: 1, recall: 0.9163, relative_absolute_error: 0.1674, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2893, root_relative_squared_error: 0.5786,

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

Given a dataset with a nominal target, various data samples of increasing size are defined. A model is build for each individual data sample; from this a learning curve can be drawn.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
predictions The desired output format Predictions (optional)

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