OpenML
Supervised Data Stream Classification on BNG(JapaneseVowels)

Supervised Data Stream Classification on BNG(JapaneseVowels)

Task 7285 Supervised Data Stream Classification BNG(JapaneseVowels) 288 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8782, f_measure: 0.7831, kappa: 0.7559, kb_relative_information_score: 773233.5699, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7827, predictive_accuracy: 0.7848, prior_entropy: 3.1699, recall: 0.7848, relative_absolute_error: 0.2421, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.6959,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8734, f_measure: 0.7744, kappa: 0.7461, kb_relative_information_score: 764059.8279, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7736, predictive_accuracy: 0.7761, prior_entropy: 3.1699, recall: 0.7761, relative_absolute_error: 0.2519, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.7098,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8674, f_measure: 0.7637, kappa: 0.734, kb_relative_information_score: 752810.4834, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7631, predictive_accuracy: 0.7654, prior_entropy: 3.1699, recall: 0.7654, relative_absolute_error: 0.2639, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.7266,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8366, f_measure: 0.7099, kappa: 0.6714, kb_relative_information_score: 694227.9177, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7137, predictive_accuracy: 0.7098, prior_entropy: 3.1699, recall: 0.7098, relative_absolute_error: 0.3265, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.254, root_relative_squared_error: 0.8081,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8775, f_measure: 0.7819, kappa: 0.7544, kb_relative_information_score: 771763.7904, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7813, predictive_accuracy: 0.7834, prior_entropy: 3.1699, recall: 0.7834, relative_absolute_error: 0.2437, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.6981,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8775, f_measure: 0.7819, kappa: 0.7544, kb_relative_information_score: 771801.7202, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7813, predictive_accuracy: 0.7834, prior_entropy: 3.1699, recall: 0.7834, relative_absolute_error: 0.2437, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.6981,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8774, f_measure: 0.7818, kappa: 0.7543, kb_relative_information_score: 771660.5371, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7812, predictive_accuracy: 0.7833, prior_entropy: 3.1699, recall: 0.7833, relative_absolute_error: 0.2438, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.6983,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8774, f_measure: 0.7818, kappa: 0.7543, kb_relative_information_score: 771658.4299, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7812, predictive_accuracy: 0.7833, prior_entropy: 3.1699, recall: 0.7833, relative_absolute_error: 0.2438, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.6983,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.7826, kappa: 0.7552, kb_relative_information_score: 772510.7966, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.782, predictive_accuracy: 0.7841, prior_entropy: 3.1699, recall: 0.7841, relative_absolute_error: 0.2429, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.219, root_relative_squared_error: 0.697,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.7826, kappa: 0.7552, kb_relative_information_score: 772520.2791, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.782, predictive_accuracy: 0.7841, prior_entropy: 3.1699, recall: 0.7841, relative_absolute_error: 0.2429, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.219, root_relative_squared_error: 0.697,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, f_measure: 0.7832, kappa: 0.7561, kb_relative_information_score: 773346.3057, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7827, predictive_accuracy: 0.7849, prior_entropy: 3.1699, recall: 0.7849, relative_absolute_error: 0.242, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2186, root_relative_squared_error: 0.6957,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8751, f_measure: 0.7775, kappa: 0.7496, kb_relative_information_score: 767317.5757, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7768, predictive_accuracy: 0.7792, prior_entropy: 3.1699, recall: 0.7792, relative_absolute_error: 0.2485, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.7049,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.7693, kappa: 0.7404, kb_relative_information_score: 758808.6588, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7685, predictive_accuracy: 0.7711, prior_entropy: 3.1699, recall: 0.7711, relative_absolute_error: 0.2575, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.7177,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8831, f_measure: 0.7918, kappa: 0.7657, kb_relative_information_score: 782324.077, mean_absolute_error: 0.0459, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7914, predictive_accuracy: 0.7934, prior_entropy: 3.1699, recall: 0.7934, relative_absolute_error: 0.2324, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.6818,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8831, f_measure: 0.7918, kappa: 0.7657, kb_relative_information_score: 782324.077, mean_absolute_error: 0.0459, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7914, predictive_accuracy: 0.7934, prior_entropy: 3.1699, recall: 0.7934, relative_absolute_error: 0.2324, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.6818,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8681, f_measure: 0.7635, kappa: 0.7356, kb_relative_information_score: 754482.5551, mean_absolute_error: 0.0518, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7629, predictive_accuracy: 0.767, prior_entropy: 3.1699, recall: 0.767, relative_absolute_error: 0.2622, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.7241,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8825, f_measure: 0.7912, kappa: 0.7645, kb_relative_information_score: 781215.6842, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7908, predictive_accuracy: 0.7923, prior_entropy: 3.1699, recall: 0.7923, relative_absolute_error: 0.2336, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.6835,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8751, f_measure: 0.7754, kappa: 0.7497, kb_relative_information_score: 767569.3874, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7765, predictive_accuracy: 0.7794, prior_entropy: 3.1699, recall: 0.7794, relative_absolute_error: 0.2482, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.7045,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8818, f_measure: 0.7889, kappa: 0.7626, kb_relative_information_score: 779410.8582, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7879, predictive_accuracy: 0.7906, prior_entropy: 3.1699, recall: 0.7906, relative_absolute_error: 0.2355, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.6863,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8733, f_measure: 0.7746, kappa: 0.7473, kb_relative_information_score: 765686.5946, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7774, predictive_accuracy: 0.7776, prior_entropy: 3.1699, recall: 0.7776, relative_absolute_error: 0.2502, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.7074,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.7611, kappa: 0.7311, kb_relative_information_score: 750113.2537, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7608, predictive_accuracy: 0.7628, prior_entropy: 3.1699, recall: 0.7628, relative_absolute_error: 0.2668, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2296, root_relative_squared_error: 0.7305,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8652, f_measure: 0.7602, kappa: 0.7292, kb_relative_information_score: 748284.1947, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7629, predictive_accuracy: 0.7611, prior_entropy: 3.1699, recall: 0.7611, relative_absolute_error: 0.2688, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.7332,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8652, f_measure: 0.7602, kappa: 0.7292, kb_relative_information_score: 748284.1947, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7629, predictive_accuracy: 0.7611, prior_entropy: 3.1699, recall: 0.7611, relative_absolute_error: 0.2688, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.7332,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8641, f_measure: 0.7576, kappa: 0.7271, kb_relative_information_score: 746417.206, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7586, predictive_accuracy: 0.7593, prior_entropy: 3.1699, recall: 0.7593, relative_absolute_error: 0.2708, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2313, root_relative_squared_error: 0.7359,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8652, f_measure: 0.7602, kappa: 0.7292, kb_relative_information_score: 748283.1411, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7629, predictive_accuracy: 0.7611, prior_entropy: 3.1699, recall: 0.7611, relative_absolute_error: 0.2688, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.7332,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8652, f_measure: 0.7602, kappa: 0.7292, kb_relative_information_score: 748285.2484, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7629, predictive_accuracy: 0.7611, prior_entropy: 3.1699, recall: 0.7611, relative_absolute_error: 0.2688, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.7332,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8652, f_measure: 0.7602, kappa: 0.7292, kb_relative_information_score: 748283.1411, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7629, predictive_accuracy: 0.7611, prior_entropy: 3.1699, recall: 0.7611, relative_absolute_error: 0.2688, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.7332,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8652, f_measure: 0.7602, kappa: 0.7292, kb_relative_information_score: 748283.1411, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7629, predictive_accuracy: 0.7611, prior_entropy: 3.1699, recall: 0.7611, relative_absolute_error: 0.2688, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.7332,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.7841, kappa: 0.756, kb_relative_information_score: 773203.0153, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.784, predictive_accuracy: 0.7847, prior_entropy: 3.1699, recall: 0.7847, relative_absolute_error: 0.2422, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.6959,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8772, f_measure: 0.7819, kappa: 0.7537, kb_relative_information_score: 771137.9488, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7816, predictive_accuracy: 0.7828, prior_entropy: 3.1699, recall: 0.7828, relative_absolute_error: 0.2444, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.6991,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8652, f_measure: 0.7602, kappa: 0.7292, kb_relative_information_score: 748285.2484, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7629, predictive_accuracy: 0.7611, prior_entropy: 3.1699, recall: 0.7611, relative_absolute_error: 0.2688, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.7332,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.7826, kappa: 0.7552, kb_relative_information_score: 772562.4233, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7821, predictive_accuracy: 0.7841, prior_entropy: 3.1699, recall: 0.7841, relative_absolute_error: 0.2428, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.219, root_relative_squared_error: 0.6969,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8866, f_measure: 0.7981, kappa: 0.7727, kb_relative_information_score: 788813.2325, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7975, predictive_accuracy: 0.7996, prior_entropy: 3.1699, recall: 0.7996, relative_absolute_error: 0.2255, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.6716,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8866, f_measure: 0.7981, kappa: 0.7727, kb_relative_information_score: 788813.2325, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7975, predictive_accuracy: 0.7996, prior_entropy: 3.1699, recall: 0.7996, relative_absolute_error: 0.2255, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.6716,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.794, kappa: 0.7684, kb_relative_information_score: 784854.8371, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7936, predictive_accuracy: 0.7958, prior_entropy: 3.1699, recall: 0.7958, relative_absolute_error: 0.2297, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.213, root_relative_squared_error: 0.6778,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8845, f_measure: 0.794, kappa: 0.7685, kb_relative_information_score: 784949.6616, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7937, predictive_accuracy: 0.7959, prior_entropy: 3.1699, recall: 0.7959, relative_absolute_error: 0.2296, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.213, root_relative_squared_error: 0.6777,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9162, f_measure: 0.7826, kappa: 0.7552, kb_relative_information_score: 798320.1772, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7821, predictive_accuracy: 0.7841, prior_entropy: 3.1699, recall: 0.7841, relative_absolute_error: 0.2529, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1951, root_relative_squared_error: 0.6208,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9298, f_measure: 0.798, kappa: 0.7729, kb_relative_information_score: 802755.3333, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7975, predictive_accuracy: 0.7998, prior_entropy: 3.1699, recall: 0.7998, relative_absolute_error: 0.2584, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1879, root_relative_squared_error: 0.5979,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.7978, kappa: 0.7727, kb_relative_information_score: 783217.423, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7973, predictive_accuracy: 0.7996, prior_entropy: 3.1699, recall: 0.7996, relative_absolute_error: 0.303, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1866, root_relative_squared_error: 0.5936,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9418, f_measure: 0.7997, kappa: 0.7751, kb_relative_information_score: 763926.4525, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7991, predictive_accuracy: 0.8017, prior_entropy: 3.1699, recall: 0.8017, relative_absolute_error: 0.3409, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.5913,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.7991, kappa: 0.7746, kb_relative_information_score: 749501.3787, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7987, predictive_accuracy: 0.8013, prior_entropy: 3.1699, recall: 0.8013, relative_absolute_error: 0.3683, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.593,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.7989, kappa: 0.7743, kb_relative_information_score: 739385.8099, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7984, predictive_accuracy: 0.8011, prior_entropy: 3.1699, recall: 0.8011, relative_absolute_error: 0.3873, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1868, root_relative_squared_error: 0.5944,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9409, f_measure: 0.7801, kappa: 0.7562, kb_relative_information_score: 604807.5758, mean_absolute_error: 0.1173, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7859, predictive_accuracy: 0.7852, prior_entropy: 3.1699, recall: 0.7852, relative_absolute_error: 0.5936, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2191, root_relative_squared_error: 0.6972,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.7827, kappa: 0.7592, kb_relative_information_score: 654820.4631, mean_absolute_error: 0.1034, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7864, predictive_accuracy: 0.788, prior_entropy: 3.1699, recall: 0.788, relative_absolute_error: 0.5235, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2093, root_relative_squared_error: 0.666,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9389, f_measure: 0.7884, kappa: 0.7651, kb_relative_information_score: 711186.6413, mean_absolute_error: 0.0859, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7901, predictive_accuracy: 0.793, prior_entropy: 3.1699, recall: 0.793, relative_absolute_error: 0.4348, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1984, root_relative_squared_error: 0.6313,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9364, f_measure: 0.7899, kappa: 0.7654, kb_relative_information_score: 776033.6257, mean_absolute_error: 0.0625, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7907, predictive_accuracy: 0.7932, prior_entropy: 3.1699, recall: 0.7932, relative_absolute_error: 0.3164, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1892, root_relative_squared_error: 0.602,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.7933, kappa: 0.7686, kb_relative_information_score: 802570.4335, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7937, predictive_accuracy: 0.7961, prior_entropy: 3.1699, recall: 0.7961, relative_absolute_error: 0.2586, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.188, root_relative_squared_error: 0.5982,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.7645, kappa: 0.742, kb_relative_information_score: 798198.2745, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7755, predictive_accuracy: 0.7727, prior_entropy: 3.1699, recall: 0.7727, relative_absolute_error: 0.2531, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.6211,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.7826, kappa: 0.7552, kb_relative_information_score: 772562.4233, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7821, predictive_accuracy: 0.7841, prior_entropy: 3.1699, recall: 0.7841, relative_absolute_error: 0.2428, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.219, root_relative_squared_error: 0.6969,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8866, f_measure: 0.7981, kappa: 0.7727, kb_relative_information_score: 788811.1253, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7975, predictive_accuracy: 0.7996, prior_entropy: 3.1699, recall: 0.7996, relative_absolute_error: 0.2255, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.6716,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8866, f_measure: 0.7981, kappa: 0.7727, kb_relative_information_score: 788819.5541, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7975, predictive_accuracy: 0.7996, prior_entropy: 3.1699, recall: 0.7996, relative_absolute_error: 0.2255, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.211, root_relative_squared_error: 0.6716,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8865, f_measure: 0.7979, kappa: 0.7724, kb_relative_information_score: 788568.7961, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7973, predictive_accuracy: 0.7993, prior_entropy: 3.1699, recall: 0.7993, relative_absolute_error: 0.2258, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2112, root_relative_squared_error: 0.672,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8865, f_measure: 0.7979, kappa: 0.7724, kb_relative_information_score: 788568.7961, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7973, predictive_accuracy: 0.7993, prior_entropy: 3.1699, recall: 0.7993, relative_absolute_error: 0.2258, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2112, root_relative_squared_error: 0.672,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.7939, kappa: 0.7684, kb_relative_information_score: 784892.7669, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7936, predictive_accuracy: 0.7958, prior_entropy: 3.1699, recall: 0.7958, relative_absolute_error: 0.2297, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.213, root_relative_squared_error: 0.6778,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8867, f_measure: 0.7982, kappa: 0.7728, kb_relative_information_score: 788940.7187, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7976, predictive_accuracy: 0.7997, prior_entropy: 3.1699, recall: 0.7997, relative_absolute_error: 0.2254, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.211, root_relative_squared_error: 0.6714,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.794, kappa: 0.7684, kb_relative_information_score: 784854.8371, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7936, predictive_accuracy: 0.7958, prior_entropy: 3.1699, recall: 0.7958, relative_absolute_error: 0.2297, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.213, root_relative_squared_error: 0.6778,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8825, f_measure: 0.7912, kappa: 0.7645, kb_relative_information_score: 781213.577, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7908, predictive_accuracy: 0.7923, prior_entropy: 3.1699, recall: 0.7923, relative_absolute_error: 0.2336, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.6835,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8782, f_measure: 0.7831, kappa: 0.7559, kb_relative_information_score: 773234.6235, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7827, predictive_accuracy: 0.7848, prior_entropy: 3.1699, recall: 0.7848, relative_absolute_error: 0.2421, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.6959,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.7906, kappa: 0.7639, kb_relative_information_score: 780692.0423, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7904, predictive_accuracy: 0.7919, prior_entropy: 3.1699, recall: 0.7919, relative_absolute_error: 0.2342, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.6844,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.7906, kappa: 0.7639, kb_relative_information_score: 780692.0423, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7904, predictive_accuracy: 0.7919, prior_entropy: 3.1699, recall: 0.7919, relative_absolute_error: 0.2342, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.6844,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.7906, kappa: 0.7639, kb_relative_information_score: 780692.0423, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7904, predictive_accuracy: 0.7919, prior_entropy: 3.1699, recall: 0.7919, relative_absolute_error: 0.2342, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.6844,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.7906, kappa: 0.764, kb_relative_information_score: 780694.1495, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7904, predictive_accuracy: 0.7919, prior_entropy: 3.1699, recall: 0.7919, relative_absolute_error: 0.2342, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.6843,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.7867, kappa: 0.7601, kb_relative_information_score: 645578.8644, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7958, predictive_accuracy: 0.7881, prior_entropy: 3.1699, recall: 0.7881, relative_absolute_error: 0.5443, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.215, root_relative_squared_error: 0.6841,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9321, f_measure: 0.7958, kappa: 0.7719, kb_relative_information_score: 718651.7213, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7964, predictive_accuracy: 0.7989, prior_entropy: 3.1699, recall: 0.7989, relative_absolute_error: 0.4266, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2001, root_relative_squared_error: 0.6367,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.7989, kappa: 0.774, kb_relative_information_score: 767906.8641, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7983, predictive_accuracy: 0.8007, prior_entropy: 3.1699, recall: 0.8007, relative_absolute_error: 0.3311, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1852, root_relative_squared_error: 0.5894,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9162, f_measure: 0.7826, kappa: 0.7552, kb_relative_information_score: 798318.9098, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7821, predictive_accuracy: 0.7841, prior_entropy: 3.1699, recall: 0.7841, relative_absolute_error: 0.2529, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1951, root_relative_squared_error: 0.6208,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9298, f_measure: 0.798, kappa: 0.7729, kb_relative_information_score: 802755.3852, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7975, predictive_accuracy: 0.7998, prior_entropy: 3.1699, recall: 0.7998, relative_absolute_error: 0.2584, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1879, root_relative_squared_error: 0.5979,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9347, f_measure: 0.7994, kappa: 0.7745, kb_relative_information_score: 781004.0317, mean_absolute_error: 0.0601, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7988, predictive_accuracy: 0.8012, prior_entropy: 3.1699, recall: 0.8012, relative_absolute_error: 0.3043, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.5907,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.7933, kappa: 0.7686, kb_relative_information_score: 802570.4871, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7937, predictive_accuracy: 0.7961, prior_entropy: 3.1699, recall: 0.7961, relative_absolute_error: 0.2586, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.188, root_relative_squared_error: 0.5982,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.7645, kappa: 0.742, kb_relative_information_score: 798197.0065, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7755, predictive_accuracy: 0.7727, prior_entropy: 3.1699, recall: 0.7727, relative_absolute_error: 0.2531, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.6211,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.7826, kappa: 0.7552, kb_relative_information_score: 772510.7966, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.782, predictive_accuracy: 0.7841, prior_entropy: 3.1699, recall: 0.7841, relative_absolute_error: 0.2429, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.219, root_relative_squared_error: 0.697,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.7826, kappa: 0.7552, kb_relative_information_score: 772520.2791, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.782, predictive_accuracy: 0.7841, prior_entropy: 3.1699, recall: 0.7841, relative_absolute_error: 0.2429, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.219, root_relative_squared_error: 0.697,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.7826, kappa: 0.7552, kb_relative_information_score: 772525.5471, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.782, predictive_accuracy: 0.7841, prior_entropy: 3.1699, recall: 0.7841, relative_absolute_error: 0.2429, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.219, root_relative_squared_error: 0.697,
Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.7799, kappa: 0.7515, kb_relative_information_score: 761714.6768, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7799, predictive_accuracy: 0.7808, prior_entropy: 3.1699, recall: 0.7808, relative_absolute_error: 0.3217, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.5999,
Jan van Rijn 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.1169, kappa: -0.0002, kb_relative_information_score: 69611.6711, mean_absolute_error: 0.1962, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.1169, predictive_accuracy: 0.1169, prior_entropy: 3.1699, recall: 0.1169, relative_absolute_error: 0.9934, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.443, root_relative_squared_error: 1.4096,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.7799, kappa: 0.7515, kb_relative_information_score: 761714.6768, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7799, predictive_accuracy: 0.7808, prior_entropy: 3.1699, recall: 0.7808, relative_absolute_error: 0.3217, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.5999,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.7906, kappa: 0.764, kb_relative_information_score: 780695.2031, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7904, predictive_accuracy: 0.7919, prior_entropy: 3.1699, recall: 0.7919, relative_absolute_error: 0.2342, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.6843,
Joaquin Vanschoren 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8908, f_measure: 0.5604, kappa: 0.5066, kb_relative_information_score: 509772.9467, mean_absolute_error: 0.1258, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.5577, predictive_accuracy: 0.5647, prior_entropy: 3.1699, recall: 0.5647, relative_absolute_error: 0.6371, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2519, root_relative_squared_error: 0.8014,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.0448, kappa: -0, kb_relative_information_score: 46405.2403, mean_absolute_error: 0.1962, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.089, predictive_accuracy: 0.1608, prior_entropy: 3.1699, recall: 0.1608, relative_absolute_error: 0.9932, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3132, root_relative_squared_error: 0.9966,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5548, f_measure: 0.0872, kappa: 0.071, kb_relative_information_score: 119748.5711, mean_absolute_error: 0.1861, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.0807, predictive_accuracy: 0.1628, prior_entropy: 3.1699, recall: 0.1628, relative_absolute_error: 0.9423, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.4288, root_relative_squared_error: 1.3646,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5353, f_measure: 0.0865, kappa: 0.0698, kb_relative_information_score: 116766.833, mean_absolute_error: 0.1863, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.0805, predictive_accuracy: 0.1617, prior_entropy: 3.1699, recall: 0.1617, relative_absolute_error: 0.9431, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.4316, root_relative_squared_error: 1.3734,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5591, f_measure: 0.0269, kappa: 0.0055, kb_relative_information_score: 89662.2229, mean_absolute_error: 0.1957, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.1092, predictive_accuracy: 0.1023, prior_entropy: 3.1699, recall: 0.1023, relative_absolute_error: 0.9908, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.4158, root_relative_squared_error: 1.323,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, f_measure: 0.0196, kappa: 0.0013, kb_relative_information_score: 50138.9367, mean_absolute_error: 0.2003, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.1183, predictive_accuracy: 0.0985, prior_entropy: 3.1699, recall: 0.0985, relative_absolute_error: 1.0142, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.4476, root_relative_squared_error: 1.4242,
Joaquin Vanschoren 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.83, f_measure: 0.6991, kappa: 0.6587, kb_relative_information_score: 682503.3971, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7009, predictive_accuracy: 0.6987, prior_entropy: 3.1699, recall: 0.6987, relative_absolute_error: 0.339, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.8234,
Jan van Rijn 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.7638, kappa: 0.7372, kb_relative_information_score: 701907.4461, mean_absolute_error: 0.0863, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7654, predictive_accuracy: 0.7684, prior_entropy: 3.1699, recall: 0.7684, relative_absolute_error: 0.4371, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.6265,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8827, f_measure: 0.7912, kappa: 0.7649, kb_relative_information_score: 781580.2316, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7908, predictive_accuracy: 0.7927, prior_entropy: 3.1699, recall: 0.7927, relative_absolute_error: 0.2332, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.683,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8827, f_measure: 0.7913, kappa: 0.765, kb_relative_information_score: 781629.7511, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7908, predictive_accuracy: 0.7927, prior_entropy: 3.1699, recall: 0.7927, relative_absolute_error: 0.2332, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.6829,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, f_measure: 0.7916, kappa: 0.7654, kb_relative_information_score: 782073.319, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7911, predictive_accuracy: 0.7932, prior_entropy: 3.1699, recall: 0.7932, relative_absolute_error: 0.2327, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2144, root_relative_squared_error: 0.6822,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8825, f_measure: 0.7912, kappa: 0.7645, kb_relative_information_score: 781213.577, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7908, predictive_accuracy: 0.7923, prior_entropy: 3.1699, recall: 0.7923, relative_absolute_error: 0.2336, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.6835,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.7906, kappa: 0.7639, kb_relative_information_score: 780692.0423, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7904, predictive_accuracy: 0.7919, prior_entropy: 3.1699, recall: 0.7919, relative_absolute_error: 0.2342, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.6844,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.7906, kappa: 0.7639, kb_relative_information_score: 780692.0423, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7904, predictive_accuracy: 0.7919, prior_entropy: 3.1699, recall: 0.7919, relative_absolute_error: 0.2342, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.6844,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.7906, kappa: 0.7639, kb_relative_information_score: 780692.0423, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7904, predictive_accuracy: 0.7919, prior_entropy: 3.1699, recall: 0.7919, relative_absolute_error: 0.2342, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.6844,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.7906, kappa: 0.764, kb_relative_information_score: 767658.1653, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7904, predictive_accuracy: 0.7919, prior_entropy: 3.1699, recall: 0.7919, relative_absolute_error: 0.3193, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.5852,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.7867, kappa: 0.7601, kb_relative_information_score: 645578.8644, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7958, predictive_accuracy: 0.7881, prior_entropy: 3.1699, recall: 0.7881, relative_absolute_error: 0.5443, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.215, root_relative_squared_error: 0.6841,
Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.7432, kappa: 0.7098, kb_relative_information_score: 608831.962, mean_absolute_error: 0.1121, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7453, predictive_accuracy: 0.744, prior_entropy: 3.1699, recall: 0.744, relative_absolute_error: 0.5675, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2171, root_relative_squared_error: 0.6908,
Joaquin Vanschoren 9 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.957, f_measure: 0.7757, kappa: 0.7501, kb_relative_information_score: 719897.2914, mean_absolute_error: 0.0813, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7771, predictive_accuracy: 0.7798, prior_entropy: 3.1699, recall: 0.7798, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.6096,
Joaquin Vanschoren 9 years ago
ran flow moa.AMRulesRegressor(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0224, kb_relative_information_score: 64063.3853, mean_absolute_error: 0.1974, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.0125, predictive_accuracy: 0.1117, prior_entropy: 3.1699, recall: 0.1117, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.4443, root_relative_squared_error: 1.4138,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.8377, kappa: 0.817, kb_relative_information_score: 802287.8587, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.8374, predictive_accuracy: 0.8386, prior_entropy: 3.1699, recall: 0.8386, relative_absolute_error: 0.295, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1613, root_relative_squared_error: 0.5134,
Joaquin Vanschoren 9 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0224, kb_relative_information_score: 64063.3853, mean_absolute_error: 0.1974, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.0125, predictive_accuracy: 0.1117, prior_entropy: 3.1699, recall: 0.1117, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.4443, root_relative_squared_error: 1.4138,
Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.7855, kappa: 0.7581, kb_relative_information_score: 765506.7371, mean_absolute_error: 0.0638, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7853, predictive_accuracy: 0.7867, prior_entropy: 3.1699, recall: 0.7867, relative_absolute_error: 0.3232, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.5871,

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

estimation_procedure Interleaved Test then Train
source_data BNG(JapaneseVowels) (1)
target_feature speaker

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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