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Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0715, kb_relative_information_score: -584366, mean_absolute_error: 0.7922, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.0432, predictive_accuracy: 0.2078, prior_entropy: 1, ram_hours: 0.0011, recall: 0.2078, relative_absolute_error: 1.5844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.89, root_relative_squared_error: 1.7801, run_cpu_time: 61.0616,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.9244, kappa: 0.766, kb_relative_information_score: 782384.0446, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9242, predictive_accuracy: 0.9259, prior_entropy: 1, ram_hours: 0.0055, recall: 0.9259, relative_absolute_error: 0.2361, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.4682, run_cpu_time: 267.4268,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0715, kb_relative_information_score: -584366, mean_absolute_error: 0.7922, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.0432, predictive_accuracy: 0.2078, prior_entropy: 1, ram_hours: 0, recall: 0.2078, relative_absolute_error: 1.5844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.89, root_relative_squared_error: 1.7801, run_cpu_time: 7.4435,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.881, kappa: 0.6315, kb_relative_information_score: 561161.3506, mean_absolute_error: 0.2407, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8798, predictive_accuracy: 0.8836, prior_entropy: 1, ram_hours: 0.2186, recall: 0.8836, relative_absolute_error: 0.4815, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3089, root_relative_squared_error: 0.6178, run_cpu_time: 4914.23,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.564, f_measure: 0.7222, kappa: 0.135, kb_relative_information_score: 459972, mean_absolute_error: 0.27, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7156, predictive_accuracy: 0.73, prior_entropy: 1, ram_hours: 0, recall: 0.73, relative_absolute_error: 0.54, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5196, root_relative_squared_error: 1.0393, run_cpu_time: 6.0516,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.9183, kappa: 0.7468, kb_relative_information_score: 769601.7891, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.918, predictive_accuracy: 0.9202, prior_entropy: 1, ram_hours: 0.0003, recall: 0.9202, relative_absolute_error: 0.2496, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2431, root_relative_squared_error: 0.4861, run_cpu_time: 87.3817,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8246, f_measure: 0.8809, kappa: 0.6416, kb_relative_information_score: 722628.4769, mean_absolute_error: 0.1451, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8822, predictive_accuracy: 0.8798, prior_entropy: 1, ram_hours: 0, recall: 0.8798, relative_absolute_error: 0.2901, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3288, root_relative_squared_error: 0.6576, run_cpu_time: 7.8594,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.9218, kappa: 0.76, kb_relative_information_score: 522382.0112, mean_absolute_error: 0.2674, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9214, predictive_accuracy: 0.9227, prior_entropy: 1, ram_hours: 0.0005, recall: 0.9227, relative_absolute_error: 0.5349, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.6101, run_cpu_time: 113.48,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.9136, kappa: 0.7329, kb_relative_information_score: 770181.8861, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9152, prior_entropy: 1, ram_hours: 0, recall: 0.9152, relative_absolute_error: 0.246, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.5111, run_cpu_time: 14.3193,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.671, kappa: 0.0008, kb_relative_information_score: 342010, mean_absolute_error: 0.329, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.671, predictive_accuracy: 0.671, prior_entropy: 1, ram_hours: 0, recall: 0.671, relative_absolute_error: 0.658, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5736, root_relative_squared_error: 1.1472, run_cpu_time: 5.8065,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.8808, kappa: 0.6282, kb_relative_information_score: 685852.4264, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8797, predictive_accuracy: 0.8844, prior_entropy: 1, ram_hours: 0, recall: 0.8844, relative_absolute_error: 0.3338, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2917, root_relative_squared_error: 0.5833, run_cpu_time: 7.3631,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8793, kappa: 0.6412, kb_relative_information_score: 723493.1712, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8828, predictive_accuracy: 0.877, prior_entropy: 1, ram_hours: 0, recall: 0.877, relative_absolute_error: 0.2844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.6148, run_cpu_time: 9.9844,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7342, f_measure: 0.8335, kappa: 0.4856, kb_relative_information_score: 673250, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8313, predictive_accuracy: 0.8366, prior_entropy: 1, ram_hours: 0, recall: 0.8366, relative_absolute_error: 0.3268, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4042, root_relative_squared_error: 0.8084, run_cpu_time: 5.824,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0715, kb_relative_information_score: -583792, mean_absolute_error: 0.7919, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.0432, predictive_accuracy: 0.2078, prior_entropy: 1, ram_hours: 0.0024, recall: 0.2078, relative_absolute_error: 1.5838, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8897, root_relative_squared_error: 1.7795, run_cpu_time: 74.69,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.7003, kappa: -0, kb_relative_information_score: 387560.3176, mean_absolute_error: 0.3295, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6276, predictive_accuracy: 0.7922, prior_entropy: 1, ram_hours: 0, recall: 0.7922, relative_absolute_error: 0.659, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4057, root_relative_squared_error: 0.8115, run_cpu_time: 7.6337,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9599, f_measure: 0.9184, kappa: 0.7469, kb_relative_information_score: 769852.2211, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9181, predictive_accuracy: 0.9202, prior_entropy: 1, ram_hours: 0.0003, recall: 0.9202, relative_absolute_error: 0.2493, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.243, root_relative_squared_error: 0.486, run_cpu_time: 93.93,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6948, f_measure: 0.8269, kappa: 0.4444, kb_relative_information_score: 680044, mean_absolute_error: 0.16, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8262, predictive_accuracy: 0.8397, prior_entropy: 1, ram_hours: 0, recall: 0.8397, relative_absolute_error: 0.32, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3997, root_relative_squared_error: 0.7993, run_cpu_time: 5.9536,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.9123, kappa: 0.7292, kb_relative_information_score: 768026.8081, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9118, predictive_accuracy: 0.914, prior_entropy: 1, ram_hours: 0, recall: 0.914, relative_absolute_error: 0.2482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2572, root_relative_squared_error: 0.5144, run_cpu_time: 27.6058,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8037, f_measure: 0.8903, kappa: 0.6552, kb_relative_information_score: 790242, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8905, predictive_accuracy: 0.8948, prior_entropy: 1, ram_hours: 0, recall: 0.8948, relative_absolute_error: 0.2098, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3235, root_relative_squared_error: 0.6469, run_cpu_time: 8.3158,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9254, f_measure: 0.8782, kappa: 0.6406, kb_relative_information_score: 714424.6212, mean_absolute_error: 0.1475, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8751, prior_entropy: 1, ram_hours: 0, recall: 0.8751, relative_absolute_error: 0.2949, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3066, root_relative_squared_error: 0.6132, run_cpu_time: 13.3546,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8316, f_measure: 0.8392, kappa: 0.5036, kb_relative_information_score: 603521.079, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8372, predictive_accuracy: 0.8421, prior_entropy: 1, ram_hours: 0, recall: 0.8421, relative_absolute_error: 0.421, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3409, root_relative_squared_error: 0.6818, run_cpu_time: 8.0072,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.9136, kappa: 0.7329, kb_relative_information_score: 770181.8861, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9152, prior_entropy: 1, ram_hours: 0, recall: 0.9152, relative_absolute_error: 0.246, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.5111, run_cpu_time: 12.9928,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9138, f_measure: 0.8824, kappa: 0.6298, kb_relative_information_score: 697266.0929, mean_absolute_error: 0.1591, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8822, predictive_accuracy: 0.8873, prior_entropy: 1, ram_hours: 0, recall: 0.8873, relative_absolute_error: 0.3182, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2898, root_relative_squared_error: 0.5795, run_cpu_time: 326.43,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8403, f_measure: 0.8158, kappa: 0.3953, kb_relative_information_score: 579476.9302, mean_absolute_error: 0.2207, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8258, predictive_accuracy: 0.8387, prior_entropy: 1, ram_hours: 0.0224, recall: 0.8387, relative_absolute_error: 0.4413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.34, root_relative_squared_error: 0.6799, run_cpu_time: 418.4779,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9145, f_measure: 0.8816, kappa: 0.6264, kb_relative_information_score: 697274.7248, mean_absolute_error: 0.1591, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8818, predictive_accuracy: 0.8869, prior_entropy: 1, ram_hours: 0.0009, recall: 0.8869, relative_absolute_error: 0.3182, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.5794, run_cpu_time: 6043.8529,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9078, f_measure: 0.9069, kappa: 0.7119, kb_relative_information_score: 767419.4953, mean_absolute_error: 0.1199, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9063, predictive_accuracy: 0.9088, prior_entropy: 1, recall: 0.9088, relative_absolute_error: 0.2399, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2759, root_relative_squared_error: 0.5517,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9037, f_measure: 0.8996, kappa: 0.6962, kb_relative_information_score: 765293.2155, mean_absolute_error: 0.121, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9, predictive_accuracy: 0.8993, prior_entropy: 1, recall: 0.8993, relative_absolute_error: 0.2419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.277, root_relative_squared_error: 0.5539,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8447, f_measure: 0.9121, kappa: 0.7264, kb_relative_information_score: 829032, mean_absolute_error: 0.0855, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.912, predictive_accuracy: 0.9145, prior_entropy: 1, recall: 0.9145, relative_absolute_error: 0.171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.5848,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8447, f_measure: 0.9121, kappa: 0.7264, kb_relative_information_score: 829032, mean_absolute_error: 0.0855, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.912, predictive_accuracy: 0.9145, prior_entropy: 1, recall: 0.9145, relative_absolute_error: 0.171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.5848,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8447, f_measure: 0.9121, kappa: 0.7264, kb_relative_information_score: 829034, mean_absolute_error: 0.0855, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.912, predictive_accuracy: 0.9145, prior_entropy: 1, recall: 0.9145, relative_absolute_error: 0.171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.5848,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8447, f_measure: 0.9121, kappa: 0.7264, kb_relative_information_score: 829032, mean_absolute_error: 0.0855, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.912, predictive_accuracy: 0.9145, prior_entropy: 1, recall: 0.9145, relative_absolute_error: 0.171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.5848,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.9136, kappa: 0.7328, kb_relative_information_score: 830450, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9152, prior_entropy: 1, recall: 0.9152, relative_absolute_error: 0.1696, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2912, root_relative_squared_error: 0.5823,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9034, f_measure: 0.8963, kappa: 0.6717, kb_relative_information_score: 732667.3565, mean_absolute_error: 0.1401, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8982, predictive_accuracy: 0.9015, prior_entropy: 1, recall: 0.9015, relative_absolute_error: 0.2802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.5635,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7003, kappa: -0, kb_relative_information_score: 368063.8163, mean_absolute_error: 0.3401, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6276, predictive_accuracy: 0.7922, prior_entropy: 1, recall: 0.7922, relative_absolute_error: 0.6801, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4062, root_relative_squared_error: 0.8123,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9077, f_measure: 0.9127, kappa: 0.731, kb_relative_information_score: 793769.1306, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9121, predictive_accuracy: 0.914, prior_entropy: 1, recall: 0.914, relative_absolute_error: 0.2171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.5437,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_SGD(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8449, f_measure: 0.9109, kappa: 0.7233, kb_relative_information_score: 826192, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9105, predictive_accuracy: 0.9131, prior_entropy: 1, recall: 0.9131, relative_absolute_error: 0.1738, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2948, root_relative_squared_error: 0.5896,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.9124, kappa: 0.7297, kb_relative_information_score: 827788, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9118, predictive_accuracy: 0.9139, prior_entropy: 1, recall: 0.9139, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2934, root_relative_squared_error: 0.5869,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_kNN(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, f_measure: 0.913, kappa: 0.7306, kb_relative_information_score: 779309.226, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9126, predictive_accuracy: 0.9149, prior_entropy: 1, recall: 0.9149, relative_absolute_error: 0.236, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2684, root_relative_squared_error: 0.5368,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7342, f_measure: 0.8335, kappa: 0.4856, kb_relative_information_score: 673250, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8313, predictive_accuracy: 0.8366, prior_entropy: 1, recall: 0.8366, relative_absolute_error: 0.3268, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4042, root_relative_squared_error: 0.8084,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.9136, kappa: 0.7329, kb_relative_information_score: 770181.7134, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9152, prior_entropy: 1, recall: 0.9152, relative_absolute_error: 0.246, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.5111,
Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.9136, kappa: 0.7329, kb_relative_information_score: 770181.7134, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9152, prior_entropy: 1, recall: 0.9152, relative_absolute_error: 0.246, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.5111,
Jan van Rijn 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.8808, kappa: 0.6282, kb_relative_information_score: 685852.4264, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8797, predictive_accuracy: 0.8844, prior_entropy: 1, recall: 0.8844, relative_absolute_error: 0.3338, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2917, root_relative_squared_error: 0.5833,
Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8403, f_measure: 0.8158, kappa: 0.3953, kb_relative_information_score: 579476.9302, mean_absolute_error: 0.2207, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8258, predictive_accuracy: 0.8387, prior_entropy: 1, recall: 0.8387, relative_absolute_error: 0.4413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.34, root_relative_squared_error: 0.6799,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9027, f_measure: 0.9057, kappa: 0.7085, kb_relative_information_score: 790447.6272, mean_absolute_error: 0.1065, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9049, predictive_accuracy: 0.9074, prior_entropy: 1, recall: 0.9074, relative_absolute_error: 0.2131, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2738, root_relative_squared_error: 0.5475,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8812, f_measure: 0.9136, kappa: 0.733, kb_relative_information_score: 802331.6917, mean_absolute_error: 0.0989, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9131, predictive_accuracy: 0.9153, prior_entropy: 1, recall: 0.9153, relative_absolute_error: 0.1979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2786, root_relative_squared_error: 0.5572,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.845, f_measure: 0.9122, kappa: 0.7269, kb_relative_information_score: 829242, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9121, predictive_accuracy: 0.9146, prior_entropy: 1, recall: 0.9146, relative_absolute_error: 0.1708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.5844,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8452, f_measure: 0.9122, kappa: 0.7269, kb_relative_information_score: 829172, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.912, predictive_accuracy: 0.9146, prior_entropy: 1, recall: 0.9146, relative_absolute_error: 0.1708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2923, root_relative_squared_error: 0.5845,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8452, f_measure: 0.9122, kappa: 0.7267, kb_relative_information_score: 829056, mean_absolute_error: 0.0855, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.912, predictive_accuracy: 0.9145, prior_entropy: 1, recall: 0.9145, relative_absolute_error: 0.1709, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.5847,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9258, kappa: 0.7703, kb_relative_information_score: 782216.5204, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9256, predictive_accuracy: 0.9273, prior_entropy: 1, recall: 0.9273, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.4639,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7827, f_measure: 0.8679, kappa: 0.5905, kb_relative_information_score: 741854, mean_absolute_error: 0.1291, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8663, predictive_accuracy: 0.8709, prior_entropy: 1, recall: 0.8709, relative_absolute_error: 0.2581, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3593, root_relative_squared_error: 0.7185,
Joaquin Vanschoren 9 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0715, kb_relative_information_score: -584366, mean_absolute_error: 0.7922, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.0432, predictive_accuracy: 0.2078, prior_entropy: 1, recall: 0.2078, relative_absolute_error: 1.5844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.89, root_relative_squared_error: 1.7801,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.9258, kappa: 0.7703, kb_relative_information_score: 782675.8881, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9256, predictive_accuracy: 0.9273, prior_entropy: 1, recall: 0.9273, relative_absolute_error: 0.2365, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.4638,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.582, f_measure: 0.7296, kappa: 0.1653, kb_relative_information_score: 468700.0589, mean_absolute_error: 0.2656, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7254, predictive_accuracy: 0.7343, prior_entropy: 1, recall: 0.7343, relative_absolute_error: 0.5313, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.515, root_relative_squared_error: 1.0301,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.7003, kappa: -0, kb_relative_information_score: 387560.3176, mean_absolute_error: 0.3295, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6276, predictive_accuracy: 0.7922, prior_entropy: 1, recall: 0.7922, relative_absolute_error: 0.659, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4057, root_relative_squared_error: 0.8115,
Jan van Rijn 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.671, kappa: 0.0008, kb_relative_information_score: 342010, mean_absolute_error: 0.329, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.671, predictive_accuracy: 0.671, prior_entropy: 1, recall: 0.671, relative_absolute_error: 0.658, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5736, root_relative_squared_error: 1.1472,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8531, f_measure: 0.9136, kappa: 0.7328, kb_relative_information_score: 830480, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9152, prior_entropy: 1, recall: 0.9152, relative_absolute_error: 0.1695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.5823,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8722, f_measure: 0.9163, kappa: 0.7455, kb_relative_information_score: 832624, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9162, predictive_accuracy: 0.9163, prior_entropy: 1, recall: 0.9163, relative_absolute_error: 0.1674, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2893, root_relative_squared_error: 0.5786,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0715, kb_relative_information_score: -584366, mean_absolute_error: 0.7922, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.0432, predictive_accuracy: 0.2078, prior_entropy: 1, recall: 0.2078, relative_absolute_error: 1.5844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.89, root_relative_squared_error: 1.7801,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.8987, kappa: 0.7076, kb_relative_information_score: 788677.1351, mean_absolute_error: 0.1057, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.909, predictive_accuracy: 0.8946, prior_entropy: 1, recall: 0.8946, relative_absolute_error: 0.2115, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3186, root_relative_squared_error: 0.6372,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0715, kb_relative_information_score: -584366, mean_absolute_error: 0.7922, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.0432, predictive_accuracy: 0.2078, prior_entropy: 1, recall: 0.2078, relative_absolute_error: 1.5844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.89, root_relative_squared_error: 1.7801,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, f_measure: 0.9128, kappa: 0.7293, kb_relative_information_score: 829722, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9124, predictive_accuracy: 0.9149, prior_entropy: 1, recall: 0.9149, relative_absolute_error: 0.1703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.5836,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8532, f_measure: 0.9136, kappa: 0.733, kb_relative_information_score: 830528, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9131, predictive_accuracy: 0.9153, prior_entropy: 1, recall: 0.9153, relative_absolute_error: 0.1695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.5822,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8532, f_measure: 0.9136, kappa: 0.7329, kb_relative_information_score: 830508, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9131, predictive_accuracy: 0.9153, prior_entropy: 1, recall: 0.9153, relative_absolute_error: 0.1695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.5822,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8532, f_measure: 0.9136, kappa: 0.733, kb_relative_information_score: 830542, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9131, predictive_accuracy: 0.9153, prior_entropy: 1, recall: 0.9153, relative_absolute_error: 0.1695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.5822,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8793, f_measure: 0.906, kappa: 0.7178, kb_relative_information_score: 801680, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9075, predictive_accuracy: 0.9049, prior_entropy: 1, recall: 0.9049, relative_absolute_error: 0.1983, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.279, root_relative_squared_error: 0.558,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9005, f_measure: 0.9057, kappa: 0.7085, kb_relative_information_score: 789804.6779, mean_absolute_error: 0.1068, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9049, predictive_accuracy: 0.9074, prior_entropy: 1, recall: 0.9074, relative_absolute_error: 0.2137, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2742, root_relative_squared_error: 0.5484,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.8963, kappa: 0.6717, kb_relative_information_score: 738792.6394, mean_absolute_error: 0.1369, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8982, predictive_accuracy: 0.9015, prior_entropy: 1, recall: 0.9015, relative_absolute_error: 0.2738, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.5584,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, f_measure: 0.9128, kappa: 0.7293, kb_relative_information_score: 829732, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9124, predictive_accuracy: 0.9149, prior_entropy: 1, recall: 0.9149, relative_absolute_error: 0.1703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.5836,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8448, f_measure: 0.9123, kappa: 0.727, kb_relative_information_score: 829504, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9122, predictive_accuracy: 0.9148, prior_entropy: 1, recall: 0.9148, relative_absolute_error: 0.1705, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.292, root_relative_squared_error: 0.5839,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.9195, kappa: 0.7505, kb_relative_information_score: 771173.797, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9192, predictive_accuracy: 0.9213, prior_entropy: 1, recall: 0.9213, relative_absolute_error: 0.2483, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2409, root_relative_squared_error: 0.4818,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.896, kappa: 0.6699, kb_relative_information_score: 684920.9427, mean_absolute_error: 0.1707, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8988, predictive_accuracy: 0.9017, prior_entropy: 1, recall: 0.9017, relative_absolute_error: 0.3415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2772, root_relative_squared_error: 0.5544,
Joaquin Vanschoren 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.896, kappa: 0.6699, kb_relative_information_score: 684921.1693, mean_absolute_error: 0.1707, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8988, predictive_accuracy: 0.9017, prior_entropy: 1, recall: 0.9017, relative_absolute_error: 0.3415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2772, root_relative_squared_error: 0.5544,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.8957, kappa: 0.6687, kb_relative_information_score: 684943.2055, mean_absolute_error: 0.1707, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8985, predictive_accuracy: 0.9014, prior_entropy: 1, recall: 0.9014, relative_absolute_error: 0.3413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.5548,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.9256, kappa: 0.7696, kb_relative_information_score: 782605.584, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9254, predictive_accuracy: 0.9271, prior_entropy: 1, recall: 0.9271, relative_absolute_error: 0.2365, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.4643,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.9135, kappa: 0.7325, kb_relative_information_score: 830282, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9129, predictive_accuracy: 0.9151, prior_entropy: 1, recall: 0.9151, relative_absolute_error: 0.1697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.5826,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8484, f_measure: 0.9104, kappa: 0.7231, kb_relative_information_score: 824308, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9098, predictive_accuracy: 0.9122, prior_entropy: 1, recall: 0.9122, relative_absolute_error: 0.1757, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2964, root_relative_squared_error: 0.5928,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, f_measure: 0.9104, kappa: 0.723, kb_relative_information_score: 824238, mean_absolute_error: 0.0879, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9098, predictive_accuracy: 0.9121, prior_entropy: 1, recall: 0.9121, relative_absolute_error: 0.1758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2964, root_relative_squared_error: 0.5929,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8529, f_measure: 0.9135, kappa: 0.7326, kb_relative_information_score: 830288, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9151, prior_entropy: 1, recall: 0.9151, relative_absolute_error: 0.1697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.5826,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8529, f_measure: 0.9135, kappa: 0.7326, kb_relative_information_score: 830292, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9151, prior_entropy: 1, recall: 0.9151, relative_absolute_error: 0.1697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.5826,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.9191, kappa: 0.7492, kb_relative_information_score: 770318.9021, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9188, predictive_accuracy: 0.9209, prior_entropy: 1, recall: 0.9209, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.4832,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.8961, kappa: 0.6701, kb_relative_information_score: 684880.7673, mean_absolute_error: 0.1708, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8989, predictive_accuracy: 0.9018, prior_entropy: 1, recall: 0.9018, relative_absolute_error: 0.3415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2772, root_relative_squared_error: 0.5544,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.9191, kappa: 0.7492, kb_relative_information_score: 770318.9021, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9188, predictive_accuracy: 0.9209, prior_entropy: 1, recall: 0.9209, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.4832,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.9191, kappa: 0.7492, kb_relative_information_score: 770318.9021, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9188, predictive_accuracy: 0.9209, prior_entropy: 1, recall: 0.9209, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.4832,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.9191, kappa: 0.7492, kb_relative_information_score: 770318.9021, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9188, predictive_accuracy: 0.9209, prior_entropy: 1, recall: 0.9209, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.4832,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.9128, kappa: 0.7301, kb_relative_information_score: 768526.4406, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9123, predictive_accuracy: 0.9147, prior_entropy: 1, recall: 0.9147, relative_absolute_error: 0.248, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.5126,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.9135, kappa: 0.7325, kb_relative_information_score: 769933.0216, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9151, prior_entropy: 1, recall: 0.9151, relative_absolute_error: 0.2463, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.511,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8532, f_measure: 0.9136, kappa: 0.733, kb_relative_information_score: 830540, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9131, predictive_accuracy: 0.9153, prior_entropy: 1, recall: 0.9153, relative_absolute_error: 0.1695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.5822,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.9196, kappa: 0.7508, kb_relative_information_score: 770923.7321, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9193, predictive_accuracy: 0.9214, prior_entropy: 1, recall: 0.9214, relative_absolute_error: 0.2487, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.4814,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8179, f_measure: 0.8913, kappa: 0.6631, kb_relative_information_score: 787252, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8902, predictive_accuracy: 0.8936, prior_entropy: 1, recall: 0.8936, relative_absolute_error: 0.2127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.6523,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8481, f_measure: 0.9101, kappa: 0.7221, kb_relative_information_score: 823590, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9095, predictive_accuracy: 0.9118, prior_entropy: 1, recall: 0.9118, relative_absolute_error: 0.1764, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.297, root_relative_squared_error: 0.594,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.9195, kappa: 0.7505, kb_relative_information_score: 771173.797, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9192, predictive_accuracy: 0.9213, prior_entropy: 1, recall: 0.9213, relative_absolute_error: 0.2483, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2409, root_relative_squared_error: 0.4818,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.9135, kappa: 0.7326, kb_relative_information_score: 830288, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9151, prior_entropy: 1, recall: 0.9151, relative_absolute_error: 0.1697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.5826,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, f_measure: 0.9104, kappa: 0.723, kb_relative_information_score: 824238, mean_absolute_error: 0.0879, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9098, predictive_accuracy: 0.9121, prior_entropy: 1, recall: 0.9121, relative_absolute_error: 0.1758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2964, root_relative_squared_error: 0.5929,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.9135, kappa: 0.7325, kb_relative_information_score: 830282, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9129, predictive_accuracy: 0.9151, prior_entropy: 1, recall: 0.9151, relative_absolute_error: 0.1697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.5826,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8397, f_measure: 0.904, kappa: 0.7035, kb_relative_information_score: 811412, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9032, predictive_accuracy: 0.9057, prior_entropy: 1, recall: 0.9057, relative_absolute_error: 0.1886, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3071, root_relative_squared_error: 0.6141,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.9256, kappa: 0.7699, kb_relative_information_score: 783282.2312, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9254, predictive_accuracy: 0.9271, prior_entropy: 1, recall: 0.9271, relative_absolute_error: 0.2355, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.465,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.9196, kappa: 0.7508, kb_relative_information_score: 770725.3982, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9194, predictive_accuracy: 0.9214, prior_entropy: 1, recall: 0.9214, relative_absolute_error: 0.2489, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.4813,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8482, f_measure: 0.9103, kappa: 0.7228, kb_relative_information_score: 824116, mean_absolute_error: 0.0879, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9097, predictive_accuracy: 0.9121, prior_entropy: 1, recall: 0.9121, relative_absolute_error: 0.1759, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2966, root_relative_squared_error: 0.5931,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.9191, kappa: 0.7492, kb_relative_information_score: 770320.3802, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9188, predictive_accuracy: 0.9209, prior_entropy: 1, recall: 0.9209, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.4832,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.96, f_measure: 0.9186, kappa: 0.7477, kb_relative_information_score: 770079.6611, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9183, predictive_accuracy: 0.9204, prior_entropy: 1, recall: 0.9204, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2428, root_relative_squared_error: 0.4856,