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Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Felicia West 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Mandy 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,
Jason 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,
Jason 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,
Jason 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,
Jason 10 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,
Jason 10 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,
Jason 10 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,
Jason 10 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,
Jason 10 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,
Jason 10 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,
Jason 10 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,
Jason 10 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,
Jason 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: 0.9494, 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,
Jason 10 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,
Jason 10 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,
Jason 10 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,
Jason 10 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,
Jason 10 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,
Jason 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: 0.8916, 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,
Jason 10 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,
Jason 10 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,
Jason 10 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,