Task
Supervised Data Stream Classification on Hyperplane_10_1E-4

Supervised Data Stream Classification on Hyperplane_10_1E-4

Task 191 Supervised Data Stream Classification Hyperplane_10_1E-4 301 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9363, f_measure: 0.8939, kappa: 0.7878, kb_relative_information_score: 710403.4381, mean_absolute_error: 0.1443, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8939, predictive_accuracy: 0.8939, prior_entropy: 2.3219, ram_hours: 0.0003, recall: 0.8939, relative_absolute_error: 0.451, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2383, root_relative_squared_error: 0.5957, run_cpu_time: 91.28,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3335, kb_relative_information_score: 430865.5735, mean_absolute_error: 0.1999, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2502, predictive_accuracy: 0.5002, prior_entropy: 2.3219, ram_hours: 0.0057, recall: 0.5002, relative_absolute_error: 0.6248, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4471, root_relative_squared_error: 1.1178, run_cpu_time: 147.8,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.8905, kappa: 0.781, kb_relative_information_score: 827480.0378, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8905, predictive_accuracy: 0.8905, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8905, relative_absolute_error: 0.2473, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.192, root_relative_squared_error: 0.48, run_cpu_time: 15.89,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9044, f_measure: 0.8325, kappa: 0.6657, kb_relative_information_score: 756269.7566, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8358, predictive_accuracy: 0.8329, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8329, relative_absolute_error: 0.3562, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.5673, run_cpu_time: 254.17,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7954, f_measure: 0.7924, kappa: 0.5907, kb_relative_information_score: 766974.7766, mean_absolute_error: 0.0819, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8132, predictive_accuracy: 0.7953, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7953, relative_absolute_error: 0.2558, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2861, root_relative_squared_error: 0.7153, run_cpu_time: 6.09,
Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.9125, kappa: 0.8251, kb_relative_information_score: 769923.4138, mean_absolute_error: 0.1133, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9125, predictive_accuracy: 0.9125, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9125, relative_absolute_error: 0.3542, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.5286, run_cpu_time: 9.54,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.8905, kappa: 0.781, kb_relative_information_score: 827480.0378, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8905, predictive_accuracy: 0.8905, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8905, relative_absolute_error: 0.2473, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.192, root_relative_squared_error: 0.48, run_cpu_time: 14.65,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9393, f_measure: 0.8956, kappa: 0.7912, kb_relative_information_score: 833249.3526, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8956, predictive_accuracy: 0.8956, prior_entropy: 2.3219, ram_hours: 0.0057, recall: 0.8956, relative_absolute_error: 0.2419, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.4644, run_cpu_time: 299.41,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.8338, kappa: 0.6681, kb_relative_information_score: 756387.3605, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8363, predictive_accuracy: 0.8341, prior_entropy: 2.3219, ram_hours: 0.0006, recall: 0.8341, relative_absolute_error: 0.3562, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2268, root_relative_squared_error: 0.567, run_cpu_time: 4301.04,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.8338, kappa: 0.6681, kb_relative_information_score: 756387.3605, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8363, predictive_accuracy: 0.8341, prior_entropy: 2.3219, ram_hours: 0.0007, recall: 0.8341, relative_absolute_error: 0.3562, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2268, root_relative_squared_error: 0.567, run_cpu_time: 5024.36,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.8338, kappa: 0.6681, kb_relative_information_score: 756387.3605, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8363, predictive_accuracy: 0.8341, prior_entropy: 2.3219, ram_hours: 0.0007, recall: 0.8341, relative_absolute_error: 0.3562, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2268, root_relative_squared_error: 0.567, run_cpu_time: 5070.15,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.9222, kappa: 0.8444, kb_relative_information_score: 911421.243, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9222, predictive_accuracy: 0.9222, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9222, relative_absolute_error: 0.0972, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1764, root_relative_squared_error: 0.441, run_cpu_time: 5.85,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.5002, kappa: 0.0005, kb_relative_information_score: 430956.6652, mean_absolute_error: 0.1999, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5002, predictive_accuracy: 0.5002, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5002, relative_absolute_error: 0.6247, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4471, root_relative_squared_error: 1.1178, run_cpu_time: 6.58,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7688, f_measure: 0.7443, kappa: 0.4893, kb_relative_information_score: 673372.2165, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7461, predictive_accuracy: 0.7447, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7447, relative_absolute_error: 0.4012, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2823, root_relative_squared_error: 0.7058, run_cpu_time: 8.06,
Jan van Rijn 10 years ago
ran flow moa.AMRules(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3335, kb_relative_information_score: 430865.5735, mean_absolute_error: 0.1999, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2502, predictive_accuracy: 0.5002, prior_entropy: 2.3219, ram_hours: 0.0029, recall: 0.5002, relative_absolute_error: 0.6248, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4471, root_relative_squared_error: 1.1178, run_cpu_time: 147.43,
Joaquin Vanschoren 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.8974, kappa: 0.7948, kb_relative_information_score: 829549.5897, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8974, predictive_accuracy: 0.8974, prior_entropy: 2.3219, recall: 0.8974, relative_absolute_error: 0.2496, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.4673, run_cpu_time: 60.6663,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.8868, kappa: 0.7736, kb_relative_information_score: 823790.3287, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8868, predictive_accuracy: 0.8868, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8868, relative_absolute_error: 0.251, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.488, run_cpu_time: 42.17,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8856, f_measure: 0.8159, kappa: 0.6318, kb_relative_information_score: 718515.9981, mean_absolute_error: 0.1329, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.816, predictive_accuracy: 0.8159, prior_entropy: 2.3219, ram_hours: 0.1428, recall: 0.8159, relative_absolute_error: 0.4154, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.241, root_relative_squared_error: 0.6026, run_cpu_time: 2598.88,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9385, f_measure: 0.8925, kappa: 0.7851, kb_relative_information_score: 767525.0135, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8931, predictive_accuracy: 0.8925, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8925, relative_absolute_error: 0.355, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.534, run_cpu_time: 20.13,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9412, f_measure: 0.9007, kappa: 0.8014, kb_relative_information_score: 825082.8211, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9007, predictive_accuracy: 0.9007, prior_entropy: 2.3219, ram_hours: 0.0003, recall: 0.9007, relative_absolute_error: 0.2594, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1875, root_relative_squared_error: 0.4687, run_cpu_time: 123.08,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5697, f_measure: 0.5689, kappa: 0.1392, kb_relative_information_score: 509487.7341, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.57, predictive_accuracy: 0.5696, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5696, relative_absolute_error: 0.5384, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4149, root_relative_squared_error: 1.0372, run_cpu_time: 6.99,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7397, f_measure: 0.7433, kappa: 0.4866, kb_relative_information_score: 693940.7088, mean_absolute_error: 0.113, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7433, predictive_accuracy: 0.7433, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7433, relative_absolute_error: 0.3532, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3029, root_relative_squared_error: 0.7573, run_cpu_time: 9.57,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.8974, kappa: 0.7948, kb_relative_information_score: 829549.5897, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8974, predictive_accuracy: 0.8974, prior_entropy: 2.3219, ram_hours: 0.0003, recall: 0.8974, relative_absolute_error: 0.2496, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.4673, run_cpu_time: 94.32,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3335, kb_relative_information_score: 430459.9471, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2502, predictive_accuracy: 0.5002, prior_entropy: 2.3219, ram_hours: 0.0012, recall: 0.5002, relative_absolute_error: 0.6251, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4471, root_relative_squared_error: 1.1177, run_cpu_time: 58.65,
Jan van Rijn 10 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3335, kb_relative_information_score: 430865.5735, mean_absolute_error: 0.1999, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2502, predictive_accuracy: 0.5002, prior_entropy: 2.3219, ram_hours: 0.222, recall: 0.5002, relative_absolute_error: 0.6248, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4471, root_relative_squared_error: 1.1178, run_cpu_time: 1629.15,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.8868, kappa: 0.7736, kb_relative_information_score: 823790.3287, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8868, predictive_accuracy: 0.8868, prior_entropy: 2.3219, recall: 0.8868, relative_absolute_error: 0.251, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.488, run_cpu_time: 42.6779,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.902, kappa: 0.804, kb_relative_information_score: 634217.1245, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.902, predictive_accuracy: 0.902, prior_entropy: 2.3219, ram_hours: 0, recall: 0.902, relative_absolute_error: 0.5536, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2813, root_relative_squared_error: 0.7032, run_cpu_time: 9.4,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3335, kb_relative_information_score: 430865.5735, mean_absolute_error: 0.1999, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2502, predictive_accuracy: 0.5002, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5002, relative_absolute_error: 0.6248, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4471, root_relative_squared_error: 1.1178, run_cpu_time: 6.68,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.4094, kappa: -0.0015, kb_relative_information_score: 569319.5654, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4981, predictive_accuracy: 0.4994, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4994, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3162, root_relative_squared_error: 0.7906, run_cpu_time: 7.35,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.812, f_measure: 0.7291, kappa: 0.4583, kb_relative_information_score: 688301.5924, mean_absolute_error: 0.1364, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7292, predictive_accuracy: 0.7291, prior_entropy: 2.3219, ram_hours: 0.023, recall: 0.7291, relative_absolute_error: 0.4261, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.6664, run_cpu_time: 576.85,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8522, f_measure: 0.7808, kappa: 0.5616, kb_relative_information_score: 719416.3006, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7809, predictive_accuracy: 0.7808, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7808, relative_absolute_error: 0.3834, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2494, root_relative_squared_error: 0.6234, run_cpu_time: 11.72,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.9176, kappa: 0.8353, kb_relative_information_score: 899020.4325, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9181, predictive_accuracy: 0.9177, prior_entropy: 2.3219, recall: 0.9177, relative_absolute_error: 0.1279, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1681, root_relative_squared_error: 0.4203,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.946, f_measure: 0.9281, kappa: 0.8562, kb_relative_information_score: 900320.969, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9281, predictive_accuracy: 0.9281, prior_entropy: 2.3219, recall: 0.9281, relative_absolute_error: 0.1262, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1671, root_relative_squared_error: 0.4178,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9371, f_measure: 0.9371, kappa: 0.8742, kb_relative_information_score: 928404.1612, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9371, predictive_accuracy: 0.9371, prior_entropy: 2.3219, recall: 0.9371, relative_absolute_error: 0.0786, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1586, root_relative_squared_error: 0.3965,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9371, f_measure: 0.9371, kappa: 0.8742, kb_relative_information_score: 928405.2999, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9371, predictive_accuracy: 0.9371, prior_entropy: 2.3219, recall: 0.9371, relative_absolute_error: 0.0786, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1586, root_relative_squared_error: 0.3965,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8924, f_measure: 0.8924, kappa: 0.7847, kb_relative_information_score: 877440.604, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8924, predictive_accuracy: 0.8924, prior_entropy: 2.3219, recall: 0.8924, relative_absolute_error: 0.1345, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.5187,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9371, f_measure: 0.9371, kappa: 0.8742, kb_relative_information_score: 928404.1612, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9371, predictive_accuracy: 0.9371, prior_entropy: 2.3219, recall: 0.9371, relative_absolute_error: 0.0786, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1586, root_relative_squared_error: 0.3965,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8764, kb_relative_information_score: 929654.3955, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.393,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9209, kappa: 0.8417, kb_relative_information_score: 882239.7618, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9209, predictive_accuracy: 0.9209, prior_entropy: 2.3219, recall: 0.9209, relative_absolute_error: 0.158, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.171, root_relative_squared_error: 0.4276,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.9392, kappa: 0.8783, kb_relative_information_score: 930713.3371, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9392, predictive_accuracy: 0.9392, prior_entropy: 2.3219, recall: 0.9392, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.156, root_relative_squared_error: 0.39,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8916, f_measure: 0.7755, kappa: 0.5592, kb_relative_information_score: 654787.3504, mean_absolute_error: 0.1662, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8019, predictive_accuracy: 0.7796, prior_entropy: 2.3219, recall: 0.7796, relative_absolute_error: 0.5195, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.6798,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7954, f_measure: 0.7924, kappa: 0.5907, kb_relative_information_score: 766974.7766, mean_absolute_error: 0.0819, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8132, predictive_accuracy: 0.7953, prior_entropy: 2.3219, recall: 0.7953, relative_absolute_error: 0.2558, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2861, root_relative_squared_error: 0.7153,
Joaquin Vanschoren 8 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.8905, kappa: 0.781, kb_relative_information_score: 827480.0378, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8905, predictive_accuracy: 0.8905, prior_entropy: 2.3219, recall: 0.8905, relative_absolute_error: 0.2473, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.192, root_relative_squared_error: 0.48,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.9249, kappa: 0.8498, kb_relative_information_score: 911956.8017, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9249, predictive_accuracy: 0.9249, prior_entropy: 2.3219, recall: 0.9249, relative_absolute_error: 0.1072, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1635, root_relative_squared_error: 0.4088,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 921346.5539, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0929, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1595, root_relative_squared_error: 0.3987,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929670.3366, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.393,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929669.1979, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.393,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9384, f_measure: 0.9384, kappa: 0.8768, kb_relative_information_score: 929859.3519, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9384, predictive_accuracy: 0.9384, prior_entropy: 2.3219, recall: 0.9384, relative_absolute_error: 0.077, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.157, root_relative_squared_error: 0.3924,
Joaquin Vanschoren 8 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9467, f_measure: 0.9286, kappa: 0.8572, kb_relative_information_score: 847741.8912, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9286, predictive_accuracy: 0.9286, prior_entropy: 2.3219, recall: 0.9286, relative_absolute_error: 0.2247, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.448,
Joaquin Vanschoren 8 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8522, f_measure: 0.7808, kappa: 0.5616, kb_relative_information_score: 719416.3006, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7809, predictive_accuracy: 0.7808, prior_entropy: 2.3219, recall: 0.7808, relative_absolute_error: 0.3834, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2494, root_relative_squared_error: 0.6234,
Joaquin Vanschoren 8 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.4094, kappa: -0.0015, kb_relative_information_score: 569319.5654, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4981, predictive_accuracy: 0.4994, prior_entropy: 2.3219, recall: 0.4994, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3162, root_relative_squared_error: 0.7906,
Joaquin Vanschoren 8 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.5002, kappa: 0.0005, kb_relative_information_score: 430956.6652, mean_absolute_error: 0.1999, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5002, predictive_accuracy: 0.5002, prior_entropy: 2.3219, recall: 0.5002, relative_absolute_error: 0.6247, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4471, root_relative_squared_error: 1.1178,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929666.9206, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.393,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929681.723, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.3929,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929666.9206, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.393,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.8905, kappa: 0.781, kb_relative_information_score: 827480.0378, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8905, predictive_accuracy: 0.8905, prior_entropy: 2.3219, recall: 0.8905, relative_absolute_error: 0.2473, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.192, root_relative_squared_error: 0.48,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929665.782, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.393,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929684.0003, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.3929,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929682.8617, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.3929,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.926, kappa: 0.8521, kb_relative_information_score: 921035.3251, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9268, predictive_accuracy: 0.9261, prior_entropy: 2.3219, recall: 0.9261, relative_absolute_error: 0.0932, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.3995,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9249, kappa: 0.8498, kb_relative_information_score: 911375.2876, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9249, predictive_accuracy: 0.9249, prior_entropy: 2.3219, recall: 0.9249, relative_absolute_error: 0.1078, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.164, root_relative_squared_error: 0.4101,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9464, f_measure: 0.9209, kappa: 0.8417, kb_relative_information_score: 887292.4877, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9209, predictive_accuracy: 0.9209, prior_entropy: 2.3219, recall: 0.9209, relative_absolute_error: 0.1503, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1685, root_relative_squared_error: 0.4211,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.812, f_measure: 0.7291, kappa: 0.4583, kb_relative_information_score: 688301.5924, mean_absolute_error: 0.1364, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7292, predictive_accuracy: 0.7291, prior_entropy: 2.3219, recall: 0.7291, relative_absolute_error: 0.4261, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.6664,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9128, f_measure: 0.9128, kappa: 0.8256, kb_relative_information_score: 900736.1806, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9128, predictive_accuracy: 0.9128, prior_entropy: 2.3219, recall: 0.9128, relative_absolute_error: 0.109, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1867, root_relative_squared_error: 0.4668,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8988, kappa: 0.7976, kb_relative_information_score: 829948.5867, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8988, predictive_accuracy: 0.8988, prior_entropy: 2.3219, recall: 0.8988, relative_absolute_error: 0.2497, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.4658,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.899, kappa: 0.798, kb_relative_information_score: 829880.3987, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.899, predictive_accuracy: 0.899, prior_entropy: 2.3219, recall: 0.899, relative_absolute_error: 0.2499, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.4657,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.8973, kappa: 0.7947, kb_relative_information_score: 829518.1147, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8973, predictive_accuracy: 0.8973, prior_entropy: 2.3219, recall: 0.8973, relative_absolute_error: 0.2497, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.4672,
Joaquin Vanschoren 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9438, f_measure: 0.9188, kappa: 0.8352, kb_relative_information_score: 821817.5407, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9204, predictive_accuracy: 0.9173, prior_entropy: 2.3219, recall: 0.9173, relative_absolute_error: 0.2693, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.4602,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.9374, kappa: 0.8748, kb_relative_information_score: 928737.7848, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9374, predictive_accuracy: 0.9374, prior_entropy: 2.3219, recall: 0.9374, relative_absolute_error: 0.0782, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1582, root_relative_squared_error: 0.3956,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8763, kb_relative_information_score: 929597.4632, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.3932,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8763, kb_relative_information_score: 929600.8791, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.3932,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8763, kb_relative_information_score: 929592.9086, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.3932,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8988, kappa: 0.7976, kb_relative_information_score: 829949.4609, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8988, predictive_accuracy: 0.8988, prior_entropy: 2.3219, recall: 0.8988, relative_absolute_error: 0.2497, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.4658,
Joaquin Vanschoren 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.8975, kappa: 0.795, kb_relative_information_score: 834133.3633, mean_absolute_error: 0.0773, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8975, predictive_accuracy: 0.8975, prior_entropy: 2.3219, recall: 0.8975, relative_absolute_error: 0.2415, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.4614,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.9374, kappa: 0.8749, kb_relative_information_score: 928756.0031, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9374, predictive_accuracy: 0.9374, prior_entropy: 2.3219, recall: 0.9374, relative_absolute_error: 0.0782, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1582, root_relative_squared_error: 0.3955,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8763, kb_relative_information_score: 929588.354, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.3932,
Jan van Rijn 8 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.9382, kappa: 0.8763, kb_relative_information_score: 894151.2358, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.1452, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.4068,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.8973, kappa: 0.7947, kb_relative_information_score: 829518.1147, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8973, predictive_accuracy: 0.8973, prior_entropy: 2.3219, recall: 0.8973, relative_absolute_error: 0.2497, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.4672,
Jan van Rijn 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.9185, kappa: 0.8346, kb_relative_information_score: 821809.4341, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9201, predictive_accuracy: 0.917, prior_entropy: 2.3219, recall: 0.917, relative_absolute_error: 0.2693, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.4603,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.8973, kappa: 0.7947, kb_relative_information_score: 829518.1147, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8973, predictive_accuracy: 0.8973, prior_entropy: 2.3219, recall: 0.8973, relative_absolute_error: 0.2497, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.4672,
Jan van Rijn 8 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.949, f_measure: 0.9381, kappa: 0.8762, kb_relative_information_score: 894169.9978, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9381, predictive_accuracy: 0.9381, prior_entropy: 2.3219, recall: 0.9381, relative_absolute_error: 0.1451, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1628, root_relative_squared_error: 0.4069,
Jan van Rijn 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9438, f_measure: 0.9187, kappa: 0.835, kb_relative_information_score: 821814.4114, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9203, predictive_accuracy: 0.9173, prior_entropy: 2.3219, recall: 0.9173, relative_absolute_error: 0.2693, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.4602,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929666.9206, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.393,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9255, f_measure: 0.9255, kappa: 0.8511, kb_relative_information_score: 915199.2733, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9255, predictive_accuracy: 0.9255, prior_entropy: 2.3219, recall: 0.9255, relative_absolute_error: 0.0931, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.4315,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.9374, kappa: 0.8748, kb_relative_information_score: 928696.7935, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9374, predictive_accuracy: 0.9374, prior_entropy: 2.3219, recall: 0.9374, relative_absolute_error: 0.0783, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.3957,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.8991, kappa: 0.7982, kb_relative_information_score: 829861.1194, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8991, predictive_accuracy: 0.8991, prior_entropy: 2.3219, recall: 0.8991, relative_absolute_error: 0.25, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.4657,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9398, f_measure: 0.8967, kappa: 0.7934, kb_relative_information_score: 833781.5607, mean_absolute_error: 0.0773, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8967, predictive_accuracy: 0.8967, prior_entropy: 2.3219, recall: 0.8967, relative_absolute_error: 0.2417, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.185, root_relative_squared_error: 0.4625,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9373, f_measure: 0.9373, kappa: 0.8746, kb_relative_information_score: 928630.752, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9373, predictive_accuracy: 0.9373, prior_entropy: 2.3219, recall: 0.9373, relative_absolute_error: 0.0783, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.3959,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8763, kb_relative_information_score: 929592.9086, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.3932,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.9353, kappa: 0.8707, kb_relative_information_score: 926358.0128, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9353, predictive_accuracy: 0.9353, prior_entropy: 2.3219, recall: 0.9353, relative_absolute_error: 0.0808, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.4021,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.8973, kappa: 0.7947, kb_relative_information_score: 829518.1147, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8973, predictive_accuracy: 0.8973, prior_entropy: 2.3219, recall: 0.8973, relative_absolute_error: 0.2497, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.4672,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.899, kappa: 0.798, kb_relative_information_score: 829881.1104, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.899, predictive_accuracy: 0.899, prior_entropy: 2.3219, recall: 0.899, relative_absolute_error: 0.2499, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.4657,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9373, f_measure: 0.9373, kappa: 0.8746, kb_relative_information_score: 928630.752, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9373, predictive_accuracy: 0.9373, prior_entropy: 2.3219, recall: 0.9373, relative_absolute_error: 0.0783, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.3959,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.8954, kappa: 0.7907, kb_relative_information_score: 828763.5729, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8954, predictive_accuracy: 0.8954, prior_entropy: 2.3219, recall: 0.8954, relative_absolute_error: 0.25, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.4693,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9227, kappa: 0.8453, kb_relative_information_score: 877144.6465, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9227, predictive_accuracy: 0.9227, prior_entropy: 2.3219, recall: 0.9227, relative_absolute_error: 0.1675, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.173, root_relative_squared_error: 0.4325,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9463, f_measure: 0.9198, kappa: 0.8397, kb_relative_information_score: 889588.901, mean_absolute_error: 0.0466, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9198, predictive_accuracy: 0.9198, prior_entropy: 2.3219, recall: 0.9198, relative_absolute_error: 0.1455, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.169, root_relative_squared_error: 0.4225,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9384, f_measure: 0.9384, kappa: 0.8768, kb_relative_information_score: 929854.7974, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9384, predictive_accuracy: 0.9384, prior_entropy: 2.3219, recall: 0.9384, relative_absolute_error: 0.077, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.157, root_relative_squared_error: 0.3924,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 921345.6938, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0929, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1595, root_relative_squared_error: 0.3987,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929670.3366, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.393,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9384, f_measure: 0.9384, kappa: 0.8768, kb_relative_information_score: 929859.3519, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9384, predictive_accuracy: 0.9384, prior_entropy: 2.3219, recall: 0.9384, relative_absolute_error: 0.077, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.157, root_relative_squared_error: 0.3924,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

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

Given inputs

estimation_procedure Interleaved Test then Train
source_data Hyperplane_10_1E-4 (1)
target_feature class

Expected outputs

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

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