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.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.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.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.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.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,
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.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.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.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.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.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.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.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,
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.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.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.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.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,
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.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, 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,
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, 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,
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, 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 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, 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,
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, 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,
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, 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,
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, 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,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.8915, kappa: 0.783, kb_relative_information_score: 825490.4077, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8915, predictive_accuracy: 0.8915, prior_entropy: 2.3219, recall: 0.8915, relative_absolute_error: 0.2507, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.4805,
Jan van Rijn 10 years ago
ran flow moa.ORTO(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, 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,
Jan van Rijn 9 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6407, f_measure: 0.6344, kappa: 0.2696, kb_relative_information_score: 592355.6549, mean_absolute_error: 0.1859, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6355, predictive_accuracy: 0.6348, prior_entropy: 2.3219, recall: 0.6348, relative_absolute_error: 0.5809, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3044, root_relative_squared_error: 0.7611,
Jan van Rijn 9 years ago
ran flow moa.ADACC_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: 0.8509, f_measure: 0.7907, kappa: 0.5822, kb_relative_information_score: 745147.0484, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.793, predictive_accuracy: 0.7911, prior_entropy: 2.3219, recall: 0.7911, relative_absolute_error: 0.3285, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2539, root_relative_squared_error: 0.6347,
Jan van Rijn 9 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7893, f_measure: 0.7604, kappa: 0.5209, kb_relative_information_score: 690767.7148, mean_absolute_error: 0.121, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7605, predictive_accuracy: 0.7604, prior_entropy: 2.3219, recall: 0.7604, relative_absolute_error: 0.3781, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2728, root_relative_squared_error: 0.6821,
Jan van Rijn 9 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: 0.9494, f_measure: 0.9369, kappa: 0.8738, kb_relative_information_score: 909533.6628, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9369, predictive_accuracy: 0.9369, prior_entropy: 2.3219, recall: 0.9369, relative_absolute_error: 0.1189, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1556, root_relative_squared_error: 0.3889,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_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: 0.9095, f_measure: 0.8401, kappa: 0.6802, kb_relative_information_score: 764738.1961, mean_absolute_error: 0.11, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8401, predictive_accuracy: 0.8401, prior_entropy: 2.3219, recall: 0.8401, relative_absolute_error: 0.3437, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.5536,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_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: 0.5689, f_measure: 0.5689, kappa: 0.1379, kb_relative_information_score: 509170.3197, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5689, predictive_accuracy: 0.5689, prior_entropy: 2.3219, recall: 0.5689, relative_absolute_error: 0.5388, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4152, root_relative_squared_error: 1.0381,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_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: 0.6945, f_measure: 0.6575, kappa: 0.3151, kb_relative_information_score: 606048.4924, mean_absolute_error: 0.1804, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6576, predictive_accuracy: 0.6575, prior_entropy: 2.3219, recall: 0.6575, relative_absolute_error: 0.5636, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2975, root_relative_squared_error: 0.7438,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_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: 0.8334, f_measure: 0.7388, kappa: 0.4777, kb_relative_information_score: 714035.3363, mean_absolute_error: 0.1058, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7388, predictive_accuracy: 0.7388, prior_entropy: 2.3219, recall: 0.7388, relative_absolute_error: 0.3306, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2825, root_relative_squared_error: 0.7062,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_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: 0.9108, f_measure: 0.872, kappa: 0.7441, kb_relative_information_score: 847238.5321, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8722, predictive_accuracy: 0.872, prior_entropy: 2.3219, recall: 0.872, relative_absolute_error: 0.1874, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.207, root_relative_squared_error: 0.5176,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_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: 0.7955, f_measure: 0.7922, kappa: 0.5903, kb_relative_information_score: 766759.5618, mean_absolute_error: 0.082, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.813, predictive_accuracy: 0.7951, prior_entropy: 2.3219, recall: 0.7951, relative_absolute_error: 0.2561, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2861, root_relative_squared_error: 0.7154,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_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, 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,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9362, kappa: 0.8724, kb_relative_information_score: 860573.0665, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9362, predictive_accuracy: 0.9362, prior_entropy: 2.3219, recall: 0.9362, relative_absolute_error: 0.2044, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1732, root_relative_squared_error: 0.4331,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_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: 0.9485, f_measure: 0.9293, kappa: 0.8586, kb_relative_information_score: 773257.7268, mean_absolute_error: 0.1122, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9293, predictive_accuracy: 0.9293, prior_entropy: 2.3219, recall: 0.9293, relative_absolute_error: 0.3505, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.5228,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.923, f_measure: 0.8628, kappa: 0.7255, kb_relative_information_score: 789796.2299, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8628, predictive_accuracy: 0.8628, prior_entropy: 2.3219, recall: 0.8628, relative_absolute_error: 0.3073, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.5243,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_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: 0.9485, f_measure: 0.9381, kappa: 0.8761, kb_relative_information_score: 639601.7898, mean_absolute_error: 0.1756, 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: 0.5486, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2785, root_relative_squared_error: 0.6963,
Jan van Rijn 9 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: 0.8916, 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,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9481, f_measure: 0.9348, kappa: 0.8695, kb_relative_information_score: 638183.9935, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9348, predictive_accuracy: 0.9348, prior_entropy: 2.3219, recall: 0.9348, relative_absolute_error: 0.5502, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2793, root_relative_squared_error: 0.6984,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... Classifier_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: 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, 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,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_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: 0.825, kb_relative_information_score: 769981.8592, 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, recall: 0.9125, relative_absolute_error: 0.3541, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.5285,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_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: 0.9213, f_measure: 0.8583, kappa: 0.7167, kb_relative_information_score: 761831.6637, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8584, predictive_accuracy: 0.8584, prior_entropy: 2.3219, recall: 0.8584, relative_absolute_error: 0.3563, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2207, root_relative_squared_error: 0.5517,
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 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,
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: 0.9492, 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,
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,
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.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.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,
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.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.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.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.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.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.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: 0.9382, 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,
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,
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.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.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: 0.9175, f_measure: 0.9175, kappa: 0.835, kb_relative_information_score: 906063.9094, mean_absolute_error: 0.033, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9175, predictive_accuracy: 0.9175, prior_entropy: 2.3219, recall: 0.9175, relative_absolute_error: 0.1031, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.4541,
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.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: 0.898, kappa: 0.796, kb_relative_information_score: 834465.1344, mean_absolute_error: 0.0772, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.898, predictive_accuracy: 0.898, prior_entropy: 2.3219, recall: 0.898, relative_absolute_error: 0.2411, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1844, root_relative_squared_error: 0.4609,
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: 0.9391, f_measure: 0.8976, kappa: 0.7951, kb_relative_information_score: 834390.2776, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8976, predictive_accuracy: 0.8976, prior_entropy: 2.3219, recall: 0.8976, relative_absolute_error: 0.2409, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.4617,
Joaquin Vanschoren 8 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.8673, kappa: 0.7347, kb_relative_information_score: 712137.3372, mean_absolute_error: 0.1415, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8673, predictive_accuracy: 0.8673, prior_entropy: 2.3219, recall: 0.8673, relative_absolute_error: 0.4423, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2398, root_relative_squared_error: 0.5994,
Joaquin Vanschoren 8 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9342, f_measure: 0.893, kappa: 0.7859, kb_relative_information_score: 828245.5122, mean_absolute_error: 0.0792, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.893, predictive_accuracy: 0.893, prior_entropy: 2.3219, recall: 0.893, relative_absolute_error: 0.2476, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1906, root_relative_squared_error: 0.4764,
Joaquin Vanschoren 8 years ago
ran flow moa.TargetMean(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, 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,
Joaquin Vanschoren 8 years ago
ran flow moa.AMRulesRegressor(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, 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,
Joaquin Vanschoren 8 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9092, f_measure: 0.8387, kappa: 0.6781, kb_relative_information_score: 764121.2667, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8418, predictive_accuracy: 0.8391, prior_entropy: 2.3219, recall: 0.8391, relative_absolute_error: 0.3446, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.5581,

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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