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OpenML
Task
Supervised Data Stream Classification on BNG(vote)

Supervised Data Stream Classification on BNG(vote)

Task 182 Supervised Data Stream Classification BNG(vote) 304 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • binstreams ecmlpkdd2015 streamensembles streams streams-full study_11 study_16
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Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9651, kappa: 0.9264, kb_relative_information_score: 118064.9534, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9651, predictive_accuracy: 0.9652, prior_entropy: 1, recall: 0.9652, relative_absolute_error: 0.1072, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1664, root_relative_squared_error: 0.3328,
Jason 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.971, f_measure: 0.9183, kappa: 0.8273, kb_relative_information_score: 77980.5484, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9183, predictive_accuracy: 0.9185, prior_entropy: 1, recall: 0.9185, relative_absolute_error: 0.4513, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2849, root_relative_squared_error: 0.5698,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9583, f_measure: 0.9517, kappa: 0.8985, kb_relative_information_score: 118430.7905, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9523, predictive_accuracy: 0.9515, prior_entropy: 1, recall: 0.9515, relative_absolute_error: 0.0964, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2153, root_relative_squared_error: 0.4306,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.961, kappa: 0.9177, kb_relative_information_score: 120478.943, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.961, predictive_accuracy: 0.9609, prior_entropy: 1, recall: 0.9609, relative_absolute_error: 0.0815, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.3702,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9635, kappa: 0.923, kb_relative_information_score: 117261.9644, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9635, predictive_accuracy: 0.9635, prior_entropy: 1, recall: 0.9635, relative_absolute_error: 0.1154, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1694, root_relative_squared_error: 0.3388,
Jason 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9183, kappa: 0.8288, kb_relative_information_score: 109080.6759, mean_absolute_error: 0.0844, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.92, predictive_accuracy: 0.9178, prior_entropy: 1, recall: 0.9178, relative_absolute_error: 0.1687, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2695, root_relative_squared_error: 0.5389,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9614, kappa: 0.9185, kb_relative_information_score: 116726.4088, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9613, predictive_accuracy: 0.9614, prior_entropy: 1, recall: 0.9614, relative_absolute_error: 0.1185, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.3502,
Jason 10 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4665, kb_relative_information_score: 29746, mean_absolute_error: 0.3865, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.3763, predictive_accuracy: 0.6135, prior_entropy: 1, recall: 0.6135, relative_absolute_error: 0.7731, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6217, root_relative_squared_error: 1.2434,
Jason 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9352, f_measure: 0.9378, kappa: 0.869, kb_relative_information_score: 114770.818, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9379, predictive_accuracy: 0.9378, prior_entropy: 1, recall: 0.9378, relative_absolute_error: 0.1244, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2492, root_relative_squared_error: 0.4984,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9528, kappa: 0.9005, kb_relative_information_score: 117584.7528, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9528, predictive_accuracy: 0.9528, prior_entropy: 1, recall: 0.9528, relative_absolute_error: 0.1051, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2013, root_relative_squared_error: 0.4026,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9638, kappa: 0.9236, kb_relative_information_score: 117315.8939, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9638, predictive_accuracy: 0.9638, prior_entropy: 1, recall: 0.9638, relative_absolute_error: 0.1151, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1712, root_relative_squared_error: 0.3425,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.9496, kappa: 0.8942, kb_relative_information_score: 109759.0107, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9504, predictive_accuracy: 0.9494, prior_entropy: 1, recall: 0.9494, relative_absolute_error: 0.1834, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2177, root_relative_squared_error: 0.4355,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.951, f_measure: 0.9496, kappa: 0.8942, kb_relative_information_score: 117802, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9504, predictive_accuracy: 0.9494, prior_entropy: 1, recall: 0.9494, relative_absolute_error: 0.1012, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.225, root_relative_squared_error: 0.45,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9613, kappa: 0.9185, kb_relative_information_score: 116245.7942, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 1, recall: 0.9613, relative_absolute_error: 0.1249, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1759, root_relative_squared_error: 0.3518,
Jason 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9625, kappa: 0.9209, kb_relative_information_score: 119560.6619, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9625, predictive_accuracy: 0.9625, prior_entropy: 1, recall: 0.9625, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.3513,
Jason 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9639, f_measure: 0.9583, kappa: 0.9122, kb_relative_information_score: 116068.042, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9584, predictive_accuracy: 0.9583, prior_entropy: 1, recall: 0.9583, relative_absolute_error: 0.1251, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1927, root_relative_squared_error: 0.3854,
Jason 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.8675, kappa: 0.7303, kb_relative_information_score: 90364.0119, mean_absolute_error: 0.1603, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.8876, predictive_accuracy: 0.8658, prior_entropy: 1, recall: 0.8658, relative_absolute_error: 0.3207, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3237, root_relative_squared_error: 0.6474,
Jason 10 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.9496, kappa: 0.8942, kb_relative_information_score: 109452.2503, mean_absolute_error: 0.0931, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9504, predictive_accuracy: 0.9494, prior_entropy: 1, recall: 0.9494, relative_absolute_error: 0.1863, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.215, root_relative_squared_error: 0.43,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.964, kappa: 0.924, kb_relative_information_score: 117594.0332, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.964, prior_entropy: 1, recall: 0.964, relative_absolute_error: 0.1124, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.3471,
Jason 10 years ago
ran flow moa.ORTO(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4665, kb_relative_information_score: 29746, mean_absolute_error: 0.3865, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.3763, predictive_accuracy: 0.6135, prior_entropy: 1, recall: 0.6135, relative_absolute_error: 0.7731, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6217, root_relative_squared_error: 1.2434,
Jason 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.9508, kappa: 0.8965, kb_relative_information_score: 114101.1786, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9511, predictive_accuracy: 0.9507, prior_entropy: 1, recall: 0.9507, relative_absolute_error: 0.1401, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.4143,
Jason 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.9543, kappa: 0.9037, kb_relative_information_score: 119088, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9543, predictive_accuracy: 0.9543, prior_entropy: 1, ram_hours: 0, recall: 0.9543, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2138, root_relative_squared_error: 0.4276, run_cpu_time: 0.68,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.9193, kappa: 0.8308, kb_relative_information_score: 108911.126, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9204, predictive_accuracy: 0.919, prior_entropy: 1, ram_hours: 0, recall: 0.919, relative_absolute_error: 0.1702, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.5325, run_cpu_time: 1.23,
Jason 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9653, kappa: 0.9268, kb_relative_information_score: 117698.3269, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9653, predictive_accuracy: 0.9653, prior_entropy: 1, ram_hours: 0, recall: 0.9653, relative_absolute_error: 0.1124, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.331, run_cpu_time: 6.44,
Jason 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.9508, kappa: 0.8965, kb_relative_information_score: 114101.1786, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9511, predictive_accuracy: 0.9507, prior_entropy: 1, ram_hours: 0, recall: 0.9507, relative_absolute_error: 0.1401, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.4143, run_cpu_time: 0.83,
Jason 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9216, kappa: 0.835, kb_relative_information_score: 104026.1774, mean_absolute_error: 0.1097, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9219, predictive_accuracy: 0.9214, prior_entropy: 1, ram_hours: 0, recall: 0.9214, relative_absolute_error: 0.2194, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2476, root_relative_squared_error: 0.4951, run_cpu_time: 6.36,
Jason 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.9496, kappa: 0.8942, kb_relative_information_score: 117592, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9504, predictive_accuracy: 0.9494, prior_entropy: 1, ram_hours: 0, recall: 0.9494, relative_absolute_error: 0.1028, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2225, root_relative_squared_error: 0.445, run_cpu_time: 0.62,
Jason 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.964, kappa: 0.924, kb_relative_information_score: 117594.0332, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.964, prior_entropy: 1, ram_hours: 0, recall: 0.964, relative_absolute_error: 0.1124, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.3471, run_cpu_time: 1.54,
Jason 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4665, kb_relative_information_score: 29746, mean_absolute_error: 0.3865, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.3763, predictive_accuracy: 0.6135, prior_entropy: 1, ram_hours: 0, recall: 0.6135, relative_absolute_error: 0.7731, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6217, root_relative_squared_error: 1.2434, run_cpu_time: 0.77,
Jason 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.915, kappa: 0.8202, kb_relative_information_score: 100900.0578, mean_absolute_error: 0.1228, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9151, predictive_accuracy: 0.9153, prior_entropy: 1, ram_hours: 0, recall: 0.9153, relative_absolute_error: 0.2456, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.4997, run_cpu_time: 1.04,
Jason 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.9588, kappa: 0.9132, kb_relative_information_score: 120048, mean_absolute_error: 0.0421, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9588, predictive_accuracy: 0.9587, prior_entropy: 1, ram_hours: 0, recall: 0.9587, relative_absolute_error: 0.0841, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2004, root_relative_squared_error: 0.4007, run_cpu_time: 1.99,
Jason 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9704, f_measure: 0.9587, kappa: 0.913, kb_relative_information_score: 113566.3511, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9588, predictive_accuracy: 0.9586, prior_entropy: 1, ram_hours: 0, recall: 0.9586, relative_absolute_error: 0.1491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1951, root_relative_squared_error: 0.3902, run_cpu_time: 0.8,
Jason 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.967, kappa: 0.9304, kb_relative_information_score: 84209.1226, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.967, predictive_accuracy: 0.967, prior_entropy: 1, ram_hours: 0, recall: 0.967, relative_absolute_error: 0.4167, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2455, root_relative_squared_error: 0.4911, run_cpu_time: 8.09,
Jason 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4665, kb_relative_information_score: 29746, mean_absolute_error: 0.3865, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.3763, predictive_accuracy: 0.6135, prior_entropy: 1, ram_hours: 0, recall: 0.6135, relative_absolute_error: 0.7731, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6217, root_relative_squared_error: 1.2434, run_cpu_time: 0.78,
Jason 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9645, kappa: 0.9252, kb_relative_information_score: 117820.6927, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9645, predictive_accuracy: 0.9645, prior_entropy: 1, ram_hours: 0, recall: 0.9645, relative_absolute_error: 0.1104, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1722, root_relative_squared_error: 0.3445, run_cpu_time: 3.37,
Jason 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4981, f_measure: 0.4665, kappa: -0, kb_relative_information_score: 8863.4047, mean_absolute_error: 0.474, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.3763, predictive_accuracy: 0.6135, prior_entropy: 1, ram_hours: 0, recall: 0.6135, relative_absolute_error: 0.9479, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.487, root_relative_squared_error: 0.974, run_cpu_time: 0.75,
Jason 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9653, kappa: 0.9268, kb_relative_information_score: 117698.3269, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9653, predictive_accuracy: 0.9653, prior_entropy: 1, ram_hours: 0, recall: 0.9653, relative_absolute_error: 0.1124, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.331, run_cpu_time: 9.45,
Jason 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9613, kappa: 0.9185, kb_relative_information_score: 97783.0237, mean_absolute_error: 0.1474, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 1, ram_hours: 0.0001, recall: 0.9613, relative_absolute_error: 0.2949, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.211, root_relative_squared_error: 0.4221, run_cpu_time: 25.29,
Jason 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.4665, kb_relative_information_score: 29536, mean_absolute_error: 0.3873, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.3763, predictive_accuracy: 0.6135, prior_entropy: 1, ram_hours: 0, recall: 0.6135, relative_absolute_error: 0.7747, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6208, root_relative_squared_error: 1.2416, run_cpu_time: 5.08,
Jason 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9416, kappa: 0.8774, kb_relative_information_score: 112012.5572, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9423, predictive_accuracy: 0.9414, prior_entropy: 1, ram_hours: 0.0001, recall: 0.9414, relative_absolute_error: 0.1527, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.4173, run_cpu_time: 613.95,
Jason 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.964, kappa: 0.924, kb_relative_information_score: 117594.0332, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.964, prior_entropy: 1, ram_hours: 0, recall: 0.964, relative_absolute_error: 0.1124, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.3471, run_cpu_time: 1.47,
Jason 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9418, kappa: 0.8777, kb_relative_information_score: 112013.7583, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9424, predictive_accuracy: 0.9416, prior_entropy: 1, ram_hours: 0, recall: 0.9416, relative_absolute_error: 0.1526, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.4173, run_cpu_time: 39.88,
Jason 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9182, kappa: 0.8287, kb_relative_information_score: 109075.0229, mean_absolute_error: 0.0844, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.92, predictive_accuracy: 0.9178, prior_entropy: 1, ram_hours: 0, recall: 0.9178, relative_absolute_error: 0.1688, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2695, root_relative_squared_error: 0.539, run_cpu_time: 1.25,
Jason 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.935, f_measure: 0.9379, kappa: 0.8691, kb_relative_information_score: 114782, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9379, predictive_accuracy: 0.9379, prior_entropy: 1, ram_hours: 0, recall: 0.9379, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.4986, run_cpu_time: 0.65,
Jason 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9692, kappa: 0.9352, kb_relative_information_score: 119382.4989, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9693, predictive_accuracy: 0.9692, prior_entropy: 1, ram_hours: 0, recall: 0.9692, relative_absolute_error: 0.0973, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1553, root_relative_squared_error: 0.3106, run_cpu_time: 17.61,

    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(vote) (1)
    target_feature Class

    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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