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Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.917, kappa: 0.8922, kb_relative_information_score: 815995.7687, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9167, predictive_accuracy: 0.9174, prior_entropy: 2.8074, ram_hours: 0.0149, recall: 0.9174, relative_absolute_error: 0.2984, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1532, root_relative_squared_error: 0.4377, run_cpu_time: 943.3825,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7723, f_measure: 0.5996, kappa: 0.5282, kb_relative_information_score: 609894.5052, mean_absolute_error: 0.1033, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5865, predictive_accuracy: 0.6389, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6389, relative_absolute_error: 0.4216, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3211, root_relative_squared_error: 0.9178, run_cpu_time: 8.2116,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.8857, kappa: 0.8506, kb_relative_information_score: 853385.8429, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8902, predictive_accuracy: 0.8856, prior_entropy: 2.8074, ram_hours: 0, recall: 0.8856, relative_absolute_error: 0.1849, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.4723, run_cpu_time: 9.0006,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7267, f_measure: 0.4701, kappa: 0.4029, kb_relative_information_score: 533219.964, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4386, predictive_accuracy: 0.5675, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5675, relative_absolute_error: 0.5046, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3515, root_relative_squared_error: 1.0046, run_cpu_time: 6.7161,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.2252, kappa: 0, kb_relative_information_score: 228698.2798, mean_absolute_error: 0.2188, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.183, predictive_accuracy: 0.3965, prior_entropy: 2.8074, ram_hours: 0, recall: 0.3965, relative_absolute_error: 0.8936, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3308, root_relative_squared_error: 0.9454, run_cpu_time: 10.965,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.741, f_measure: 0.4863, kappa: 0.428, kb_relative_information_score: 552774.3109, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4546, predictive_accuracy: 0.5856, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5856, relative_absolute_error: 0.4835, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3441, root_relative_squared_error: 0.9833, run_cpu_time: 6.3083,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9173, kappa: 0.891, kb_relative_information_score: 905614.3096, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9187, predictive_accuracy: 0.9164, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9164, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.3835, run_cpu_time: 40.4474,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2252, kb_relative_information_score: 348696.3873, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.1572, predictive_accuracy: 0.3965, prior_entropy: 2.8074, ram_hours: 0, recall: 0.3965, relative_absolute_error: 0.7041, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4152, root_relative_squared_error: 1.1867, run_cpu_time: 8.72,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9249, kappa: 0.9019, kb_relative_information_score: 848285.6719, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9254, predictive_accuracy: 0.9249, prior_entropy: 2.8074, ram_hours: 0.0009, recall: 0.9249, relative_absolute_error: 0.2448, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1403, root_relative_squared_error: 0.401, run_cpu_time: 161.7436,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9206, kappa: 0.8941, kb_relative_information_score: 907393.0931, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9243, predictive_accuracy: 0.9186, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9186, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1303, root_relative_squared_error: 0.3722, run_cpu_time: 31.6542,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2339, kappa: -0, kb_relative_information_score: 173182.1208, mean_absolute_error: 0.2189, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.2339, predictive_accuracy: 0.2339, prior_entropy: 2.8074, ram_hours: 0, recall: 0.2339, relative_absolute_error: 0.8938, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4679, root_relative_squared_error: 1.337, run_cpu_time: 7.0726,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.93, kappa: 0.9068, kb_relative_information_score: 917999.7257, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9283, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9283, relative_absolute_error: 0.1096, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1229, root_relative_squared_error: 0.3512, run_cpu_time: 29.64,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9257, kappa: 0.9022, kb_relative_information_score: 909415.3974, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9269, predictive_accuracy: 0.925, prior_entropy: 2.8074, ram_hours: 0.0008, recall: 0.925, relative_absolute_error: 0.1245, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.3581, run_cpu_time: 191.2787,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.8772, kappa: 0.8452, kb_relative_information_score: 853683.5227, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8775, predictive_accuracy: 0.882, prior_entropy: 2.8074, ram_hours: 0, recall: 0.882, relative_absolute_error: 0.1968, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1585, root_relative_squared_error: 0.453, run_cpu_time: 16.3057,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.838, f_measure: 0.4793, kappa: 0.3536, kb_relative_information_score: 480257.9387, mean_absolute_error: 0.1445, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4737, predictive_accuracy: 0.5445, prior_entropy: 2.8074, ram_hours: 0.0002, recall: 0.5445, relative_absolute_error: 0.5899, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2805, root_relative_squared_error: 0.8017, run_cpu_time: 61.0292,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.919, kappa: 0.8953, kb_relative_information_score: 343225.3609, mean_absolute_error: 0.2058, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9193, predictive_accuracy: 0.92, prior_entropy: 2.8074, ram_hours: 0, recall: 0.92, relative_absolute_error: 0.8405, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3038, root_relative_squared_error: 0.8681, run_cpu_time: 23.7199,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9183, kappa: 0.8982, kb_relative_information_score: 910477.5513, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9189, predictive_accuracy: 0.9226, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9226, relative_absolute_error: 0.1211, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1264, root_relative_squared_error: 0.3613, run_cpu_time: 292.497,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2252, kb_relative_information_score: 348696.3873, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.1572, predictive_accuracy: 0.3965, prior_entropy: 2.8074, ram_hours: 0, recall: 0.3965, relative_absolute_error: 0.7041, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4152, root_relative_squared_error: 1.1867, run_cpu_time: 9.9051,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.8855, kappa: 0.8511, kb_relative_information_score: 850261.7931, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8858, predictive_accuracy: 0.8859, prior_entropy: 2.8074, ram_hours: 0.001, recall: 0.8859, relative_absolute_error: 0.2057, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1584, root_relative_squared_error: 0.4526, run_cpu_time: 351.1423,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9218, kappa: 0.8969, kb_relative_information_score: 910298.905, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9233, predictive_accuracy: 0.9209, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9209, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1298, root_relative_squared_error: 0.371, run_cpu_time: 35.46,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6861, f_measure: 0.4087, kappa: 0.2347, kb_relative_information_score: 364233.2076, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4017, predictive_accuracy: 0.458, prior_entropy: 2.8074, ram_hours: 0, recall: 0.458, relative_absolute_error: 0.7499, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.9293, run_cpu_time: 8.9056,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9218, kappa: 0.8969, kb_relative_information_score: 910298.905, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9233, predictive_accuracy: 0.9209, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9209, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1298, root_relative_squared_error: 0.371, run_cpu_time: 35.81,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9256, kappa: 0.902, kb_relative_information_score: 910591.8251, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9269, predictive_accuracy: 0.9249, prior_entropy: 2.8074, ram_hours: 0.0008, recall: 0.9249, relative_absolute_error: 0.122, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.358, run_cpu_time: 166.2169,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9185, kappa: 0.8985, kb_relative_information_score: 910490.1853, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9192, predictive_accuracy: 0.9228, prior_entropy: 2.8074, ram_hours: 0.0008, recall: 0.9228, relative_absolute_error: 0.1211, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1264, root_relative_squared_error: 0.3612, run_cpu_time: 5261.0345,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2252, kb_relative_information_score: 348336.3635, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.1572, predictive_accuracy: 0.3965, prior_entropy: 2.8074, ram_hours: 0.0018, recall: 0.3965, relative_absolute_error: 0.7044, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4152, root_relative_squared_error: 1.1865, run_cpu_time: 61.8629,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9319, kappa: 0.9104, kb_relative_information_score: 893862.9663, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9329, predictive_accuracy: 0.9313, prior_entropy: 2.8074, recall: 0.9313, relative_absolute_error: 0.1573, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.3815,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9251, kappa: 0.9041, kb_relative_information_score: 876309.7697, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9246, predictive_accuracy: 0.9268, prior_entropy: 2.8074, recall: 0.9268, relative_absolute_error: 0.1868, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1436, root_relative_squared_error: 0.4105,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.9346, kappa: 0.9157, kb_relative_information_score: 930536.1477, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9343, predictive_accuracy: 0.9356, prior_entropy: 2.8074, recall: 0.9356, relative_absolute_error: 0.0751, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.3875,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.931, kappa: 0.9099, kb_relative_information_score: 865165.8803, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9315, predictive_accuracy: 0.931, prior_entropy: 2.8074, recall: 0.931, relative_absolute_error: 0.2096, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1408, root_relative_squared_error: 0.4023,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.926, kappa: 0.9042, kb_relative_information_score: 920911.6835, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9258, predictive_accuracy: 0.9267, prior_entropy: 2.8074, recall: 0.9267, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.4135,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.926, kappa: 0.9042, kb_relative_information_score: 920911.6835, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9258, predictive_accuracy: 0.9267, prior_entropy: 2.8074, recall: 0.9267, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.4135,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.926, kappa: 0.9042, kb_relative_information_score: 920911.6835, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9258, predictive_accuracy: 0.9267, prior_entropy: 2.8074, recall: 0.9267, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.4135,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9605, f_measure: 0.9299, kappa: 0.9067, kb_relative_information_score: 922592.0256, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9325, predictive_accuracy: 0.9283, prior_entropy: 2.8074, recall: 0.9283, relative_absolute_error: 0.0837, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1432, root_relative_squared_error: 0.4091,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.926, kappa: 0.9042, kb_relative_information_score: 920922.4757, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9258, predictive_accuracy: 0.9267, prior_entropy: 2.8074, recall: 0.9267, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.4135,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.9214, kappa: 0.8992, kb_relative_information_score: 820026.1083, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9216, predictive_accuracy: 0.9232, prior_entropy: 2.8074, recall: 0.9232, relative_absolute_error: 0.2819, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1639, root_relative_squared_error: 0.4684,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.741, f_measure: 0.4863, kappa: 0.428, kb_relative_information_score: 552774.3109, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4546, predictive_accuracy: 0.5856, prior_entropy: 2.8074, recall: 0.5856, relative_absolute_error: 0.4835, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3441, root_relative_squared_error: 0.9833,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9218, kappa: 0.8969, kb_relative_information_score: 910298.905, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9233, predictive_accuracy: 0.9209, prior_entropy: 2.8074, recall: 0.9209, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1298, root_relative_squared_error: 0.371,
Jan van Rijn 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2339, kappa: -0, kb_relative_information_score: 173182.1208, mean_absolute_error: 0.2189, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.2339, predictive_accuracy: 0.2339, prior_entropy: 2.8074, recall: 0.2339, relative_absolute_error: 0.8938, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4679, root_relative_squared_error: 1.337,
Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9218, kappa: 0.8969, kb_relative_information_score: 910298.905, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9233, predictive_accuracy: 0.9209, prior_entropy: 2.8074, recall: 0.9209, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1298, root_relative_squared_error: 0.371,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9318, kappa: 0.9101, kb_relative_information_score: 929077.9582, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9331, predictive_accuracy: 0.931, prior_entropy: 2.8074, recall: 0.931, relative_absolute_error: 0.0887, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1272, root_relative_squared_error: 0.3634,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9284, kappa: 0.9054, kb_relative_information_score: 927323.4552, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0866, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1331, root_relative_squared_error: 0.3805,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.9307, kappa: 0.9094, kb_relative_information_score: 925091.494, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9313, predictive_accuracy: 0.9306, prior_entropy: 2.8074, recall: 0.9306, relative_absolute_error: 0.081, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1408, root_relative_squared_error: 0.4024,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, f_measure: 0.9342, kappa: 0.9148, kb_relative_information_score: 929646.8722, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.934, predictive_accuracy: 0.9348, prior_entropy: 2.8074, recall: 0.9348, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1365, root_relative_squared_error: 0.39,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, f_measure: 0.9342, kappa: 0.9148, kb_relative_information_score: 929646.8722, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.934, predictive_accuracy: 0.9348, prior_entropy: 2.8074, recall: 0.9348, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1365, root_relative_squared_error: 0.39,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9284, kappa: 0.9054, kb_relative_information_score: 921690.8788, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0847, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4115,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9005, kappa: 0.8701, kb_relative_information_score: 867379.6839, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9013, predictive_accuracy: 0.9004, prior_entropy: 2.8074, recall: 0.9004, relative_absolute_error: 0.1848, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.4178,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, f_measure: 0.927, kappa: 0.9038, kb_relative_information_score: 920374.2331, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9281, predictive_accuracy: 0.9262, prior_entropy: 2.8074, recall: 0.9262, relative_absolute_error: 0.0861, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1452, root_relative_squared_error: 0.4149,
Joaquin Vanschoren 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.8772, kappa: 0.8452, kb_relative_information_score: 853683.5227, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8775, predictive_accuracy: 0.882, prior_entropy: 2.8074, recall: 0.882, relative_absolute_error: 0.1968, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1585, root_relative_squared_error: 0.453,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.2252, kappa: 0, kb_relative_information_score: 228698.2798, mean_absolute_error: 0.2188, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.183, predictive_accuracy: 0.3965, prior_entropy: 2.8074, recall: 0.3965, relative_absolute_error: 0.8936, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3308, root_relative_squared_error: 0.9454,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7316, f_measure: 0.4706, kappa: 0.4036, kb_relative_information_score: 533994.8895, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.439, predictive_accuracy: 0.568, prior_entropy: 2.8074, recall: 0.568, relative_absolute_error: 0.504, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.351, root_relative_squared_error: 1.003,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.9302, kappa: 0.9089, kb_relative_information_score: 924746.1443, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9305, predictive_accuracy: 0.9303, prior_entropy: 2.8074, recall: 0.9303, relative_absolute_error: 0.0814, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.4034,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.93, kappa: 0.9067, kb_relative_information_score: 922649.2241, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9283, prior_entropy: 2.8074, recall: 0.9283, relative_absolute_error: 0.0836, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.4089,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.9347, kappa: 0.9157, kb_relative_information_score: 930560.9697, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9344, predictive_accuracy: 0.9357, prior_entropy: 2.8074, recall: 0.9357, relative_absolute_error: 0.0751, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.3875,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9284, kappa: 0.9054, kb_relative_information_score: 921685.4827, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0847, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4115,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9283, kappa: 0.9054, kb_relative_information_score: 921646.6308, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9297, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0847, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4116,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9284, kappa: 0.9055, kb_relative_information_score: 921755.6318, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9275, prior_entropy: 2.8074, recall: 0.9275, relative_absolute_error: 0.0846, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.4113,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9239, kappa: 0.9012, kb_relative_information_score: 927317.9777, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.925, predictive_accuracy: 0.9245, prior_entropy: 2.8074, recall: 0.9245, relative_absolute_error: 0.0867, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1331, root_relative_squared_error: 0.3805,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9317, kappa: 0.9103, kb_relative_information_score: 929024.2025, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9312, prior_entropy: 2.8074, recall: 0.9312, relative_absolute_error: 0.0887, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1272, root_relative_squared_error: 0.3636,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.9296, kappa: 0.9087, kb_relative_information_score: 924608.0044, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9295, predictive_accuracy: 0.9301, prior_entropy: 2.8074, recall: 0.9301, relative_absolute_error: 0.0815, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1413, root_relative_squared_error: 0.4037,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.9347, kappa: 0.9157, kb_relative_information_score: 930559.8905, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9344, predictive_accuracy: 0.9357, prior_entropy: 2.8074, recall: 0.9357, relative_absolute_error: 0.0751, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.3875,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.9341, kappa: 0.9151, kb_relative_information_score: 930108.7774, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.9352, prior_entropy: 2.8074, recall: 0.9352, relative_absolute_error: 0.0756, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.136, root_relative_squared_error: 0.3887,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9255, kappa: 0.9019, kb_relative_information_score: 910536.8751, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9268, predictive_accuracy: 0.9247, prior_entropy: 2.8074, recall: 0.9247, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1254, root_relative_squared_error: 0.3584,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9307, kappa: 0.9107, kb_relative_information_score: 842188.92, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9307, predictive_accuracy: 0.9318, prior_entropy: 2.8074, recall: 0.9318, relative_absolute_error: 0.2466, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1421, root_relative_squared_error: 0.4061,
Joaquin Vanschoren 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9307, kappa: 0.9107, kb_relative_information_score: 842363.1711, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9306, predictive_accuracy: 0.9318, prior_entropy: 2.8074, recall: 0.9318, relative_absolute_error: 0.2462, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1421, root_relative_squared_error: 0.4061,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9305, kappa: 0.9105, kb_relative_information_score: 842565.9399, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9304, predictive_accuracy: 0.9316, prior_entropy: 2.8074, recall: 0.9316, relative_absolute_error: 0.2457, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1422, root_relative_squared_error: 0.4063,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.8958, kappa: 0.8642, kb_relative_information_score: 859979.1837, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8964, predictive_accuracy: 0.8959, prior_entropy: 2.8074, recall: 0.8959, relative_absolute_error: 0.1949, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.4299,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.9277, kappa: 0.9049, kb_relative_information_score: 921318.5486, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9287, predictive_accuracy: 0.9271, prior_entropy: 2.8074, recall: 0.9271, relative_absolute_error: 0.0851, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1443, root_relative_squared_error: 0.4124,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.9254, kappa: 0.9028, kb_relative_information_score: 919644.6818, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9255, predictive_accuracy: 0.9255, prior_entropy: 2.8074, recall: 0.9255, relative_absolute_error: 0.0869, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1459, root_relative_squared_error: 0.4168,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.9253, kappa: 0.9027, kb_relative_information_score: 919548.6315, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9254, predictive_accuracy: 0.9255, prior_entropy: 2.8074, recall: 0.9255, relative_absolute_error: 0.087, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1459, root_relative_squared_error: 0.4171,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.9253, kappa: 0.9027, kb_relative_information_score: 919581.008, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9254, predictive_accuracy: 0.9255, prior_entropy: 2.8074, recall: 0.9255, relative_absolute_error: 0.0869, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1459, root_relative_squared_error: 0.417,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.9254, kappa: 0.9028, kb_relative_information_score: 919644.6818, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9255, predictive_accuracy: 0.9255, prior_entropy: 2.8074, recall: 0.9255, relative_absolute_error: 0.0869, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1459, root_relative_squared_error: 0.4168,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.9277, kappa: 0.905, kb_relative_information_score: 921348.7667, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9287, predictive_accuracy: 0.9271, prior_entropy: 2.8074, recall: 0.9271, relative_absolute_error: 0.085, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1443, root_relative_squared_error: 0.4124,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9591, f_measure: 0.9277, kappa: 0.9049, kb_relative_information_score: 921273.2215, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9286, predictive_accuracy: 0.9271, prior_entropy: 2.8074, recall: 0.9271, relative_absolute_error: 0.0851, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1444, root_relative_squared_error: 0.4126,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9255, kappa: 0.9019, kb_relative_information_score: 910536.8751, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9268, predictive_accuracy: 0.9247, prior_entropy: 2.8074, recall: 0.9247, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1254, root_relative_squared_error: 0.3584,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.9278, kappa: 0.9049, kb_relative_information_score: 921289.4097, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9289, predictive_accuracy: 0.9271, prior_entropy: 2.8074, recall: 0.9271, relative_absolute_error: 0.0851, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1444, root_relative_squared_error: 0.4125,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9253, kappa: 0.9017, kb_relative_information_score: 910458.8197, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9267, predictive_accuracy: 0.9246, prior_entropy: 2.8074, recall: 0.9246, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1256, root_relative_squared_error: 0.359,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9253, kappa: 0.9017, kb_relative_information_score: 910458.8197, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9267, predictive_accuracy: 0.9246, prior_entropy: 2.8074, recall: 0.9246, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1256, root_relative_squared_error: 0.359,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9307, kappa: 0.9108, kb_relative_information_score: 841824.5404, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9307, predictive_accuracy: 0.9319, prior_entropy: 2.8074, recall: 0.9319, relative_absolute_error: 0.2474, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1421, root_relative_squared_error: 0.4062,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9253, kappa: 0.9017, kb_relative_information_score: 910458.8197, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9267, predictive_accuracy: 0.9246, prior_entropy: 2.8074, recall: 0.9246, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1256, root_relative_squared_error: 0.359,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9277, kappa: 0.9049, kb_relative_information_score: 916228.7355, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9287, predictive_accuracy: 0.9271, prior_entropy: 2.8074, recall: 0.9271, relative_absolute_error: 0.1121, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1239, root_relative_squared_error: 0.3542,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9253, kappa: 0.9017, kb_relative_information_score: 910458.8197, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9267, predictive_accuracy: 0.9246, prior_entropy: 2.8074, recall: 0.9246, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1256, root_relative_squared_error: 0.359,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9294, kappa: 0.9079, kb_relative_information_score: 917298.6823, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9296, predictive_accuracy: 0.9295, prior_entropy: 2.8074, recall: 0.9295, relative_absolute_error: 0.1115, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.123, root_relative_squared_error: 0.3515,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9284, kappa: 0.9054, kb_relative_information_score: 921690.8788, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0847, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4115,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.957, f_measure: 0.9241, kappa: 0.9015, kb_relative_information_score: 918682.0196, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9239, predictive_accuracy: 0.9247, prior_entropy: 2.8074, recall: 0.9247, relative_absolute_error: 0.0879, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1467, root_relative_squared_error: 0.4193,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.9254, kappa: 0.903, kb_relative_information_score: 919815.1983, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9254, predictive_accuracy: 0.9257, prior_entropy: 2.8074, recall: 0.9257, relative_absolute_error: 0.0867, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1457, root_relative_squared_error: 0.4164,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.9277, kappa: 0.9049, kb_relative_information_score: 921317.4694, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9287, predictive_accuracy: 0.9271, prior_entropy: 2.8074, recall: 0.9271, relative_absolute_error: 0.0851, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1443, root_relative_squared_error: 0.4125,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.9258, kappa: 0.9032, kb_relative_information_score: 919984.6354, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9261, predictive_accuracy: 0.9259, prior_entropy: 2.8074, recall: 0.9259, relative_absolute_error: 0.0865, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.4159,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.8884, kappa: 0.8549, kb_relative_information_score: 852897.3536, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8888, predictive_accuracy: 0.8888, prior_entropy: 2.8074, recall: 0.8888, relative_absolute_error: 0.2031, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1556, root_relative_squared_error: 0.4447,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9256, kappa: 0.902, kb_relative_information_score: 910615.397, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.927, predictive_accuracy: 0.9249, prior_entropy: 2.8074, recall: 0.9249, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1252, root_relative_squared_error: 0.3579,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9258, kappa: 0.9022, kb_relative_information_score: 910628.5668, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9271, predictive_accuracy: 0.925, prior_entropy: 2.8074, recall: 0.925, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1252, root_relative_squared_error: 0.3578,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9253, kappa: 0.9017, kb_relative_information_score: 910458.8197, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9267, predictive_accuracy: 0.9246, prior_entropy: 2.8074, recall: 0.9246, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1256, root_relative_squared_error: 0.359,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9248, kappa: 0.901, kb_relative_information_score: 910217.8997, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9263, predictive_accuracy: 0.9241, prior_entropy: 2.8074, recall: 0.9241, relative_absolute_error: 0.122, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1262, root_relative_squared_error: 0.3607,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9256, kappa: 0.902, kb_relative_information_score: 910615.397, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.927, predictive_accuracy: 0.9249, prior_entropy: 2.8074, recall: 0.9249, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1252, root_relative_squared_error: 0.3579,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.9347, kappa: 0.9157, kb_relative_information_score: 930560.9697, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9344, predictive_accuracy: 0.9357, prior_entropy: 2.8074, recall: 0.9357, relative_absolute_error: 0.0751, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.3875,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9595, f_measure: 0.9286, kappa: 0.9084, kb_relative_information_score: 924550.8059, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.928, predictive_accuracy: 0.9301, prior_entropy: 2.8074, recall: 0.9301, relative_absolute_error: 0.0816, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1413, root_relative_squared_error: 0.4039,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9318, kappa: 0.9101, kb_relative_information_score: 929079.4569, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9331, predictive_accuracy: 0.931, prior_entropy: 2.8074, recall: 0.931, relative_absolute_error: 0.0887, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1272, root_relative_squared_error: 0.3634,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9284, kappa: 0.9054, kb_relative_information_score: 927323.4552, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0866, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1331, root_relative_squared_error: 0.3805,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.9296, kappa: 0.9087, kb_relative_information_score: 924608.0044, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9295, predictive_accuracy: 0.9301, prior_entropy: 2.8074, recall: 0.9301, relative_absolute_error: 0.0815, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1413, root_relative_squared_error: 0.4037,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9317, kappa: 0.9103, kb_relative_information_score: 929026.7777, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9312, prior_entropy: 2.8074, recall: 0.9312, relative_absolute_error: 0.0887, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1272, root_relative_squared_error: 0.3636,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9306, kappa: 0.9101, kb_relative_information_score: 924180.883, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9311, predictive_accuracy: 0.9313, prior_entropy: 2.8074, recall: 0.9313, relative_absolute_error: 0.101, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1249, root_relative_squared_error: 0.357,