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Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9638, kappa: 0.9237, kb_relative_information_score: 120144.3601, mean_absolute_error: 0.0425, 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: 0.0849, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1791, root_relative_squared_error: 0.3582,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.9593, kappa: 0.9142, kb_relative_information_score: 118688.716, mean_absolute_error: 0.0479, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9594, predictive_accuracy: 0.9594, prior_entropy: 1, recall: 0.9594, relative_absolute_error: 0.0958, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.3722,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.9639, kappa: 0.9239, kb_relative_information_score: 121622, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9639, predictive_accuracy: 0.964, prior_entropy: 1, recall: 0.964, relative_absolute_error: 0.0721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1899, root_relative_squared_error: 0.3797,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9638, kappa: 0.9236, kb_relative_information_score: 118738.6225, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9638, predictive_accuracy: 0.9637, prior_entropy: 1, recall: 0.9637, relative_absolute_error: 0.0955, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.3715,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.9641, kappa: 0.9242, kb_relative_information_score: 121652, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.3791,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.9641, kappa: 0.9242, kb_relative_information_score: 121652, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.3791,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.9641, kappa: 0.9242, kb_relative_information_score: 121652, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.3791,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.9639, kappa: 0.9239, kb_relative_information_score: 121618, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9639, predictive_accuracy: 0.9639, prior_entropy: 1, recall: 0.9639, relative_absolute_error: 0.0721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1899, root_relative_squared_error: 0.3798,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.9641, kappa: 0.9242, kb_relative_information_score: 121656, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0718, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1895, root_relative_squared_error: 0.379,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9622, f_measure: 0.9646, kappa: 0.9252, kb_relative_information_score: 121786, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9646, predictive_accuracy: 0.9646, prior_entropy: 1, recall: 0.9646, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1882, root_relative_squared_error: 0.3764,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9487, kappa: 0.8921, kb_relative_information_score: 116819.3828, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.949, predictive_accuracy: 0.9486, prior_entropy: 1, recall: 0.9486, relative_absolute_error: 0.1105, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.3897,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_Perceptron(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: 0.9624, kappa: 0.9206, kb_relative_information_score: 119957.7778, mean_absolute_error: 0.0439, 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: 0.0879, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1829, root_relative_squared_error: 0.3659,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.4665, kb_relative_information_score: 10330.0485, mean_absolute_error: 0.4691, 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: 0.9382, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4875, root_relative_squared_error: 0.9751,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_SGD(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.954, kappa: 0.9035, kb_relative_information_score: 71374.097, mean_absolute_error: 0.2576, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9549, predictive_accuracy: 0.9538, prior_entropy: 1, recall: 0.9538, relative_absolute_error: 0.5152, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2971, root_relative_squared_error: 0.5941,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9532, f_measure: 0.9588, kappa: 0.9127, kb_relative_information_score: 120300, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.959, predictive_accuracy: 0.9589, prior_entropy: 1, recall: 0.9589, relative_absolute_error: 0.0822, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2027, root_relative_squared_error: 0.4054,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) 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,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) 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, 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,
Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) 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,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9642, f_measure: 0.9654, kappa: 0.9272, kb_relative_information_score: 122008, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9655, predictive_accuracy: 0.9654, prior_entropy: 1, recall: 0.9654, relative_absolute_error: 0.0692, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.3719,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9641, kappa: 0.9242, kb_relative_information_score: 121424.7758, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0736, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1772, root_relative_squared_error: 0.3545,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9622, f_measure: 0.9641, kappa: 0.9243, kb_relative_information_score: 121654, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1895, root_relative_squared_error: 0.3791,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.9641, kappa: 0.9242, kb_relative_information_score: 121656, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0718, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1895, root_relative_squared_error: 0.379,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.972, f_measure: 0.9594, kappa: 0.9141, kb_relative_information_score: 119051.5968, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9596, predictive_accuracy: 0.9595, prior_entropy: 1, recall: 0.9595, relative_absolute_error: 0.0952, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.3829,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) 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, 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,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9576, kappa: 0.9106, kb_relative_information_score: 116822.3385, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9576, predictive_accuracy: 0.9576, prior_entropy: 1, recall: 0.9576, relative_absolute_error: 0.1154, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.3707,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.5248, kappa: -0.002, kb_relative_information_score: 6506, mean_absolute_error: 0.4752, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.5248, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9504, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6893, root_relative_squared_error: 1.3787,
Joaquin Vanschoren 9 years ago
ran flow moa.RandomHoeffdingTree(2) 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, 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,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9622, f_measure: 0.9644, kappa: 0.925, kb_relative_information_score: 121754, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9644, predictive_accuracy: 0.9645, prior_entropy: 1, recall: 0.9645, relative_absolute_error: 0.0711, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.3771,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.9641, kappa: 0.9242, kb_relative_information_score: 121654, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1895, root_relative_squared_error: 0.3791,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.96, f_measure: 0.9619, kappa: 0.9194, kb_relative_information_score: 121110.5282, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9621, predictive_accuracy: 0.962, prior_entropy: 1, recall: 0.962, relative_absolute_error: 0.076, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1944, root_relative_squared_error: 0.3888,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_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, 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,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_kNNwithPAW(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9741, f_measure: 0.9624, kappa: 0.9205, kb_relative_information_score: 119680.0437, mean_absolute_error: 0.045, 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: 0.0901, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.3602,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.9583, kappa: 0.9116, kb_relative_information_score: 120184, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9588, predictive_accuracy: 0.9585, prior_entropy: 1, recall: 0.9585, relative_absolute_error: 0.0831, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2038, root_relative_squared_error: 0.4076,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9528, f_measure: 0.9592, kappa: 0.9136, kb_relative_information_score: 120430, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9597, predictive_accuracy: 0.9594, prior_entropy: 1, recall: 0.9594, relative_absolute_error: 0.0812, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2015, root_relative_squared_error: 0.403,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) 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,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.964, kappa: 0.924, kb_relative_information_score: 121630, mean_absolute_error: 0.036, 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: 0.072, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.3796,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.964, kappa: 0.9242, kb_relative_information_score: 121648, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.3792,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9638, kappa: 0.9237, kb_relative_information_score: 121588, mean_absolute_error: 0.0362, 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: 0.0724, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1902, root_relative_squared_error: 0.3804,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.9487, kappa: 0.8921, kb_relative_information_score: 116921.281, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.949, predictive_accuracy: 0.9486, prior_entropy: 1, recall: 0.9486, relative_absolute_error: 0.1098, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.3881,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.9638, kappa: 0.9237, kb_relative_information_score: 120124.0301, mean_absolute_error: 0.0425, 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: 0.0851, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.3585,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9637, kappa: 0.9232, kb_relative_information_score: 121424, mean_absolute_error: 0.0368, 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: 0.0736, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.3545,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) 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, 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,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9659, kappa: 0.9281, kb_relative_information_score: 117671.8107, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9659, predictive_accuracy: 0.9659, prior_entropy: 1, recall: 0.9659, relative_absolute_error: 0.113, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.3289,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9655, kappa: 0.9273, kb_relative_information_score: 117725.6456, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9655, predictive_accuracy: 0.9655, prior_entropy: 1, recall: 0.9655, relative_absolute_error: 0.1125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.3261,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9661, kappa: 0.9284, kb_relative_information_score: 117817.8316, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9661, predictive_accuracy: 0.9661, prior_entropy: 1, recall: 0.9661, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1632, root_relative_squared_error: 0.3264,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9613, kappa: 0.9184, kb_relative_information_score: 114302.4615, mean_absolute_error: 0.0708, 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: 0.1416, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1764, root_relative_squared_error: 0.3528,
Joaquin Vanschoren 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9613, kappa: 0.9185, kb_relative_information_score: 114286.7132, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9614, predictive_accuracy: 0.9613, prior_entropy: 1, recall: 0.9613, relative_absolute_error: 0.1418, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.3529,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9659, kappa: 0.9281, kb_relative_information_score: 117671.8107, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9659, predictive_accuracy: 0.9659, prior_entropy: 1, recall: 0.9659, relative_absolute_error: 0.113, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.3289,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9599, f_measure: 0.9619, kappa: 0.9197, kb_relative_information_score: 121084, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9619, predictive_accuracy: 0.9619, prior_entropy: 1, recall: 0.9619, relative_absolute_error: 0.0762, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.3904,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.9627, kappa: 0.9213, kb_relative_information_score: 121282, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9627, predictive_accuracy: 0.9627, prior_entropy: 1, recall: 0.9627, relative_absolute_error: 0.0747, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1933, root_relative_squared_error: 0.3865,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.9637, kappa: 0.9235, kb_relative_information_score: 121566, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9637, predictive_accuracy: 0.9637, prior_entropy: 1, recall: 0.9637, relative_absolute_error: 0.0725, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1904, root_relative_squared_error: 0.3809,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9637, kappa: 0.9234, kb_relative_information_score: 121548, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9637, predictive_accuracy: 0.9637, prior_entropy: 1, recall: 0.9637, relative_absolute_error: 0.0727, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1906, root_relative_squared_error: 0.3812,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.9637, kappa: 0.9235, kb_relative_information_score: 121560, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9637, predictive_accuracy: 0.9637, prior_entropy: 1, recall: 0.9637, relative_absolute_error: 0.0726, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.381,
Joaquin Vanschoren 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) 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: 0.9694, kappa: 0.9354, kb_relative_information_score: 119408.9437, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9694, predictive_accuracy: 0.9694, prior_entropy: 1, recall: 0.9694, relative_absolute_error: 0.097, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1549, root_relative_squared_error: 0.3098,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9698, kappa: 0.9363, kb_relative_information_score: 119465.8342, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9698, predictive_accuracy: 0.9698, prior_entropy: 1, recall: 0.9698, relative_absolute_error: 0.0967, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1537, root_relative_squared_error: 0.3074,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.9635, kappa: 0.923, kb_relative_information_score: 121504, mean_absolute_error: 0.0365, 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: 0.073, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.191, root_relative_squared_error: 0.3821,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) 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: 0.9637, kappa: 0.9234, kb_relative_information_score: 118453.4083, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9637, predictive_accuracy: 0.9637, prior_entropy: 1, recall: 0.9637, relative_absolute_error: 0.1034, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1724, root_relative_squared_error: 0.3448,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9611, kappa: 0.9181, kb_relative_information_score: 114305.9602, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9612, predictive_accuracy: 0.9611, prior_entropy: 1, recall: 0.9611, relative_absolute_error: 0.1416, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1764, root_relative_squared_error: 0.3529,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9661, kappa: 0.9284, kb_relative_information_score: 117817.8316, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9661, predictive_accuracy: 0.9661, prior_entropy: 1, recall: 0.9661, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1632, root_relative_squared_error: 0.3264,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9661, kappa: 0.9284, kb_relative_information_score: 117817.8316, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9661, predictive_accuracy: 0.9661, prior_entropy: 1, recall: 0.9661, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1632, root_relative_squared_error: 0.3264,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9642, kappa: 0.9246, kb_relative_information_score: 118425.6699, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9642, predictive_accuracy: 0.9642, prior_entropy: 1, recall: 0.9642, relative_absolute_error: 0.1041, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.3423,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9592, kappa: 0.9139, kb_relative_information_score: 120362, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9592, predictive_accuracy: 0.9591, prior_entropy: 1, recall: 0.9591, relative_absolute_error: 0.0817, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2021, root_relative_squared_error: 0.4043,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) 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: 0.9658, kappa: 0.9278, kb_relative_information_score: 117708.3096, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9658, predictive_accuracy: 0.9658, prior_entropy: 1, recall: 0.9658, relative_absolute_error: 0.1127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1634, root_relative_squared_error: 0.3267,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(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: 0.9628, kappa: 0.9216, kb_relative_information_score: 121326, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9628, predictive_accuracy: 0.9628, prior_entropy: 1, recall: 0.9628, relative_absolute_error: 0.0744, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1928, root_relative_squared_error: 0.3856,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(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: 0.9628, kappa: 0.9216, kb_relative_information_score: 121322, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9628, predictive_accuracy: 0.9628, prior_entropy: 1, recall: 0.9628, relative_absolute_error: 0.0744, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.3857,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.9637, kappa: 0.9234, kb_relative_information_score: 121558, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9637, predictive_accuracy: 0.9637, prior_entropy: 1, recall: 0.9637, relative_absolute_error: 0.0726, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.381,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.9608, kappa: 0.9173, kb_relative_information_score: 120780, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9608, predictive_accuracy: 0.9607, prior_entropy: 1, recall: 0.9607, relative_absolute_error: 0.0785, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1981, root_relative_squared_error: 0.3963,
Jan van Rijn 9 years ago
ran flow moa.BLAST(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9642, kappa: 0.9246, kb_relative_information_score: 118425.6699, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9642, predictive_accuracy: 0.9642, prior_entropy: 1, recall: 0.9642, relative_absolute_error: 0.1041, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.3423,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9661, kappa: 0.9284, kb_relative_information_score: 117817.8316, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9661, predictive_accuracy: 0.9661, prior_entropy: 1, recall: 0.9661, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1632, root_relative_squared_error: 0.3264,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9655, kappa: 0.9273, kb_relative_information_score: 117725.6456, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9655, predictive_accuracy: 0.9655, prior_entropy: 1, recall: 0.9655, relative_absolute_error: 0.1125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.3261,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.9641, kappa: 0.9242, kb_relative_information_score: 121654, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1895, root_relative_squared_error: 0.3791,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(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: 0.9628, kappa: 0.9216, kb_relative_information_score: 121322, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9628, predictive_accuracy: 0.9628, prior_entropy: 1, recall: 0.9628, relative_absolute_error: 0.0744, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.3857,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.966, kappa: 0.9283, kb_relative_information_score: 117811.1202, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.966, predictive_accuracy: 0.966, prior_entropy: 1, recall: 0.966, relative_absolute_error: 0.1116, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.3261,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) 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: 0.9658, kappa: 0.9278, kb_relative_information_score: 117708.3096, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9658, predictive_accuracy: 0.9658, prior_entropy: 1, recall: 0.9658, relative_absolute_error: 0.1127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1634, root_relative_squared_error: 0.3267,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.9641, kappa: 0.9242, kb_relative_information_score: 121654, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1895, root_relative_squared_error: 0.3791,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9569, kappa: 0.9093, kb_relative_information_score: 117886.2788, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9571, predictive_accuracy: 0.9569, prior_entropy: 1, recall: 0.9569, relative_absolute_error: 0.1034, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.3738,