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Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9428, kappa: 0.8746, kb_relative_information_score: 844608.6855, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9428, predictive_accuracy: 0.943, prior_entropy: 1, ram_hours: 0, recall: 0.943, relative_absolute_error: 0.1675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.4329, run_cpu_time: 14.83,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.9194, kappa: 0.8225, kb_relative_information_score: 789354.7697, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9195, predictive_accuracy: 0.9199, prior_entropy: 1, ram_hours: 0, recall: 0.9199, relative_absolute_error: 0.2281, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.5512, run_cpu_time: 4.2794,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1842, kb_relative_information_score: -294000, mean_absolute_error: 0.647, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1246, predictive_accuracy: 0.353, prior_entropy: 1, ram_hours: 0.0005, recall: 0.353, relative_absolute_error: 1.294, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8044, root_relative_squared_error: 1.6087, run_cpu_time: 32.0483,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9461, kappa: 0.8817, kb_relative_information_score: 841172.3941, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9461, predictive_accuracy: 0.9463, prior_entropy: 1, ram_hours: 0.0002, recall: 0.9463, relative_absolute_error: 0.1739, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.4051, run_cpu_time: 58.1154,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9524, kappa: 0.8955, kb_relative_information_score: 856448.5493, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9524, predictive_accuracy: 0.9525, prior_entropy: 1, ram_hours: 0.0037, recall: 0.9525, relative_absolute_error: 0.1573, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.19, root_relative_squared_error: 0.38, run_cpu_time: 166.7067,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7581, f_measure: 0.7812, kappa: 0.5195, kb_relative_information_score: 563892, mean_absolute_error: 0.2181, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7806, predictive_accuracy: 0.7819, prior_entropy: 1, ram_hours: 0, recall: 0.7819, relative_absolute_error: 0.4361, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.467, root_relative_squared_error: 0.9339, run_cpu_time: 3.438,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.9414, kappa: 0.8714, kb_relative_information_score: 841481.6385, mean_absolute_error: 0.0853, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9414, predictive_accuracy: 0.9415, prior_entropy: 1, ram_hours: 0, recall: 0.9415, relative_absolute_error: 0.1705, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.4374, run_cpu_time: 18.0301,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9393, kappa: 0.8667, kb_relative_information_score: 677525.9215, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9393, predictive_accuracy: 0.9395, prior_entropy: 1, ram_hours: 0.0068, recall: 0.9395, relative_absolute_error: 0.3676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2469, root_relative_squared_error: 0.4938, run_cpu_time: 202.8497,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.9202, kappa: 0.8232, kb_relative_information_score: 773097.821, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.923, predictive_accuracy: 0.9215, prior_entropy: 1, ram_hours: 0.0005, recall: 0.9215, relative_absolute_error: 0.2412, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2491, root_relative_squared_error: 0.4982, run_cpu_time: 3516.1679,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9428, kappa: 0.8746, kb_relative_information_score: 844608.6855, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9428, predictive_accuracy: 0.943, prior_entropy: 1, ram_hours: 0, recall: 0.943, relative_absolute_error: 0.1675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.4329, run_cpu_time: 8.2226,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.951, kappa: 0.8925, kb_relative_information_score: 605402.8908, mean_absolute_error: 0.2268, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.951, predictive_accuracy: 0.9511, prior_entropy: 1, ram_hours: 0.0007, recall: 0.9511, relative_absolute_error: 0.4535, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.5307, run_cpu_time: 96.8799,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.9202, kappa: 0.8232, kb_relative_information_score: 773097.821, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.923, predictive_accuracy: 0.9215, prior_entropy: 1, ram_hours: 0.0005, recall: 0.9215, relative_absolute_error: 0.2412, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2491, root_relative_squared_error: 0.4982, run_cpu_time: 3641.6793,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.5083, kappa: -0, kb_relative_information_score: 109729.3004, mean_absolute_error: 0.4566, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4186, predictive_accuracy: 0.647, prior_entropy: 1, ram_hours: 0, recall: 0.647, relative_absolute_error: 0.9132, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4779, root_relative_squared_error: 0.9558, run_cpu_time: 3.9004,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9462, kappa: 0.882, kb_relative_information_score: 842076.505, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9463, predictive_accuracy: 0.9464, prior_entropy: 1, ram_hours: 0.0002, recall: 0.9464, relative_absolute_error: 0.1728, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2023, root_relative_squared_error: 0.4046, run_cpu_time: 50.6037,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.9209, kappa: 0.8248, kb_relative_information_score: 773061.2027, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9234, predictive_accuracy: 0.9222, prior_entropy: 1, ram_hours: 0, recall: 0.9222, relative_absolute_error: 0.2412, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2492, root_relative_squared_error: 0.4985, run_cpu_time: 192.5249,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9582, f_measure: 0.9131, kappa: 0.8084, kb_relative_information_score: 754371.3473, mean_absolute_error: 0.1327, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9134, predictive_accuracy: 0.9137, prior_entropy: 1, ram_hours: 0, recall: 0.9137, relative_absolute_error: 0.2655, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2615, root_relative_squared_error: 0.5229, run_cpu_time: 5.5936,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9125, kappa: 0.808, kb_relative_information_score: 785126.0375, mean_absolute_error: 0.1128, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9124, predictive_accuracy: 0.9126, prior_entropy: 1, ram_hours: 0, recall: 0.9126, relative_absolute_error: 0.2255, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2579, root_relative_squared_error: 0.5159, run_cpu_time: 8.4303,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.9054, kappa: 0.7929, kb_relative_information_score: 775204.1363, mean_absolute_error: 0.117, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9054, predictive_accuracy: 0.9054, prior_entropy: 1, ram_hours: 0, recall: 0.9054, relative_absolute_error: 0.234, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.5438, run_cpu_time: 6.3872,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.8665, kappa: 0.7018, kb_relative_information_score: 590037.6252, mean_absolute_error: 0.2199, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8787, predictive_accuracy: 0.8718, prior_entropy: 1, ram_hours: 0.0073, recall: 0.8718, relative_absolute_error: 0.4398, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.655, run_cpu_time: 213.6705,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9215, f_measure: 0.9316, kappa: 0.8496, kb_relative_information_score: 864040, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9316, predictive_accuracy: 0.9319, prior_entropy: 1, ram_hours: 0, recall: 0.9319, relative_absolute_error: 0.136, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2603, root_relative_squared_error: 0.5205, run_cpu_time: 6.5253,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7612, f_measure: 0.812, kappa: 0.5794, kb_relative_information_score: 654274, mean_absolute_error: 0.1729, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8513, predictive_accuracy: 0.827, prior_entropy: 1, ram_hours: 0, recall: 0.827, relative_absolute_error: 0.3457, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4155, root_relative_squared_error: 0.8309, run_cpu_time: 3.4136,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1842, kb_relative_information_score: -294000, mean_absolute_error: 0.647, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1246, predictive_accuracy: 0.353, prior_entropy: 1, ram_hours: 0, recall: 0.353, relative_absolute_error: 1.294, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8044, root_relative_squared_error: 1.6087, run_cpu_time: 4.1682,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.5438, kappa: 0.0012, kb_relative_information_score: 87502, mean_absolute_error: 0.4562, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5438, predictive_accuracy: 0.5438, prior_entropy: 1, ram_hours: 0, recall: 0.5438, relative_absolute_error: 0.9125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6755, root_relative_squared_error: 1.3509, run_cpu_time: 5.76,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.8915, kappa: 0.7593, kb_relative_information_score: 736735.0108, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8944, predictive_accuracy: 0.8935, prior_entropy: 1, ram_hours: 0, recall: 0.8935, relative_absolute_error: 0.2782, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2839, root_relative_squared_error: 0.5678, run_cpu_time: 7.2,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.9139, kappa: 0.8099, kb_relative_information_score: 829688, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9148, predictive_accuracy: 0.9148, prior_entropy: 1, ram_hours: 0, recall: 0.9148, relative_absolute_error: 0.1703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.5836, run_cpu_time: 3.4487,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1842, kb_relative_information_score: -293712, mean_absolute_error: 0.6469, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1246, predictive_accuracy: 0.353, prior_entropy: 1, ram_hours: 0.001, recall: 0.353, relative_absolute_error: 1.2937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8041, root_relative_squared_error: 1.6082, run_cpu_time: 35.3643,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.8665, kappa: 0.7018, kb_relative_information_score: 590037.6252, mean_absolute_error: 0.2199, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8787, predictive_accuracy: 0.8718, prior_entropy: 1, ram_hours: 0.0123, recall: 0.8718, relative_absolute_error: 0.4398, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.655, run_cpu_time: 362.69,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.941, kappa: 0.87, kb_relative_information_score: 847782.3999, mean_absolute_error: 0.0784, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9415, predictive_accuracy: 0.9414, prior_entropy: 1, recall: 0.9414, relative_absolute_error: 0.1568, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.4484,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9621, f_measure: 0.9364, kappa: 0.8606, kb_relative_information_score: 847200.6607, mean_absolute_error: 0.0787, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9364, predictive_accuracy: 0.9366, prior_entropy: 1, recall: 0.9366, relative_absolute_error: 0.1573, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.4494,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, f_measure: 0.9381, kappa: 0.8635, kb_relative_information_score: 857342.7133, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9391, predictive_accuracy: 0.9387, prior_entropy: 1, recall: 0.9387, relative_absolute_error: 0.1455, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.4464,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.9413, kappa: 0.8711, kb_relative_information_score: 882902, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9413, predictive_accuracy: 0.9415, prior_entropy: 1, recall: 0.9415, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.242, root_relative_squared_error: 0.4839,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.9413, kappa: 0.8711, kb_relative_information_score: 882902, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9413, predictive_accuracy: 0.9415, prior_entropy: 1, recall: 0.9415, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.242, root_relative_squared_error: 0.4839,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.9413, kappa: 0.8711, kb_relative_information_score: 882900, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9413, predictive_accuracy: 0.9415, prior_entropy: 1, recall: 0.9415, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.242, root_relative_squared_error: 0.4839,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.9413, kappa: 0.8711, kb_relative_information_score: 882902, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9413, predictive_accuracy: 0.9415, prior_entropy: 1, recall: 0.9415, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.242, root_relative_squared_error: 0.4839,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.9429, kappa: 0.8747, kb_relative_information_score: 886098, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.943, prior_entropy: 1, recall: 0.943, relative_absolute_error: 0.1139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.4773,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9621, f_measure: 0.9318, kappa: 0.8489, kb_relative_information_score: 756632.1127, mean_absolute_error: 0.1335, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9344, predictive_accuracy: 0.9328, prior_entropy: 1, recall: 0.9328, relative_absolute_error: 0.2671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.4985,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.9429, kappa: 0.8747, kb_relative_information_score: 886090, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.943, prior_entropy: 1, recall: 0.943, relative_absolute_error: 0.1139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2387, root_relative_squared_error: 0.4773,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9331, f_measure: 0.9416, kappa: 0.8717, kb_relative_information_score: 883532, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9416, predictive_accuracy: 0.9418, prior_entropy: 1, recall: 0.9418, relative_absolute_error: 0.1165, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2413, root_relative_squared_error: 0.4826,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.9417, kappa: 0.8722, kb_relative_information_score: 883145.8971, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9417, predictive_accuracy: 0.9418, prior_entropy: 1, recall: 0.9418, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.234, root_relative_squared_error: 0.468,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9652, f_measure: 0.9425, kappa: 0.8737, kb_relative_information_score: 864895.8033, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9424, predictive_accuracy: 0.9426, prior_entropy: 1, recall: 0.9426, relative_absolute_error: 0.1416, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.4447,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.5083, kappa: -0, kb_relative_information_score: 100771.5063, mean_absolute_error: 0.4606, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5195, predictive_accuracy: 0.647, prior_entropy: 1, recall: 0.647, relative_absolute_error: 0.9212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4781, root_relative_squared_error: 0.9562,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.9423, kappa: 0.8735, kb_relative_information_score: 884846, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9423, predictive_accuracy: 0.9424, prior_entropy: 1, recall: 0.9424, relative_absolute_error: 0.1152, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.24, root_relative_squared_error: 0.4799,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_SGD(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.9409, kappa: 0.8701, kb_relative_information_score: 882220, mean_absolute_error: 0.0589, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9409, predictive_accuracy: 0.9411, prior_entropy: 1, recall: 0.9411, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2427, root_relative_squared_error: 0.4853,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.9139, kappa: 0.8099, kb_relative_information_score: 829688, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9148, predictive_accuracy: 0.9148, prior_entropy: 1, recall: 0.9148, 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.SGD(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.9085, kappa: 0.7979, kb_relative_information_score: 713996.7646, mean_absolute_error: 0.1556, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9096, predictive_accuracy: 0.9096, prior_entropy: 1, recall: 0.9096, relative_absolute_error: 0.3112, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2614, root_relative_squared_error: 0.5228,
Jan van Rijn 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9582, f_measure: 0.9131, kappa: 0.8084, kb_relative_information_score: 754373.7595, mean_absolute_error: 0.1327, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9134, predictive_accuracy: 0.9137, prior_entropy: 1, recall: 0.9137, relative_absolute_error: 0.2655, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2615, root_relative_squared_error: 0.5229,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9428, kappa: 0.8746, kb_relative_information_score: 844608.6855, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9428, predictive_accuracy: 0.943, prior_entropy: 1, recall: 0.943, relative_absolute_error: 0.1675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.4329,
Joaquin Vanschoren 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9428, kappa: 0.8746, kb_relative_information_score: 844608.6855, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9428, predictive_accuracy: 0.943, prior_entropy: 1, recall: 0.943, relative_absolute_error: 0.1675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.4329,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9337, f_measure: 0.9417, kappa: 0.8721, kb_relative_information_score: 883770, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9417, predictive_accuracy: 0.9419, prior_entropy: 1, recall: 0.9419, relative_absolute_error: 0.1162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2411, root_relative_squared_error: 0.4821,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.96, f_measure: 0.9381, kappa: 0.8635, kb_relative_information_score: 857655.0772, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9391, predictive_accuracy: 0.9387, prior_entropy: 1, recall: 0.9387, relative_absolute_error: 0.1452, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.4458,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9528, f_measure: 0.9429, kappa: 0.8748, kb_relative_information_score: 864888.1407, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9431, prior_entropy: 1, recall: 0.9431, relative_absolute_error: 0.1352, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2263, root_relative_squared_error: 0.4527,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.9413, kappa: 0.8711, kb_relative_information_score: 882914, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9413, predictive_accuracy: 0.9415, prior_entropy: 1, recall: 0.9415, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.242, root_relative_squared_error: 0.4839,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9331, f_measure: 0.9414, kappa: 0.8714, kb_relative_information_score: 883216, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9414, predictive_accuracy: 0.9416, prior_entropy: 1, recall: 0.9416, relative_absolute_error: 0.1168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.4833,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9333, f_measure: 0.9415, kappa: 0.8716, kb_relative_information_score: 883378, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9415, predictive_accuracy: 0.9417, prior_entropy: 1, recall: 0.9417, relative_absolute_error: 0.1166, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.483,
Joaquin Vanschoren 9 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1842, kb_relative_information_score: -294000, mean_absolute_error: 0.647, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1246, predictive_accuracy: 0.353, prior_entropy: 1, recall: 0.353, relative_absolute_error: 1.294, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8044, root_relative_squared_error: 1.6087,
Jan van Rijn 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.5438, kappa: 0.0012, kb_relative_information_score: 87502, mean_absolute_error: 0.4562, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5438, predictive_accuracy: 0.5438, prior_entropy: 1, recall: 0.5438, relative_absolute_error: 0.9125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6755, root_relative_squared_error: 1.3509,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.8496, kappa: 0.6702, kb_relative_information_score: 699445.2299, mean_absolute_error: 0.1503, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8494, predictive_accuracy: 0.8498, prior_entropy: 1, recall: 0.8498, relative_absolute_error: 0.3006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3836, root_relative_squared_error: 0.7672,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.5083, kappa: -0, kb_relative_information_score: 109729.3004, mean_absolute_error: 0.4566, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4186, predictive_accuracy: 0.647, prior_entropy: 1, recall: 0.647, relative_absolute_error: 0.9132, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4779, root_relative_squared_error: 0.9558,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.9413, kappa: 0.8711, kb_relative_information_score: 882908, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9413, predictive_accuracy: 0.9415, prior_entropy: 1, recall: 0.9415, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.242, root_relative_squared_error: 0.4839,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.9429, kappa: 0.8748, kb_relative_information_score: 886136, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9431, prior_entropy: 1, recall: 0.9431, relative_absolute_error: 0.1139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.4772,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9354, f_measure: 0.9429, kappa: 0.8748, kb_relative_information_score: 886128, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9431, prior_entropy: 1, recall: 0.9431, relative_absolute_error: 0.1139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.4772,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.9391, kappa: 0.8676, kb_relative_information_score: 877493.2961, mean_absolute_error: 0.0613, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9402, predictive_accuracy: 0.9388, prior_entropy: 1, recall: 0.9388, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2447, root_relative_squared_error: 0.4894,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9516, f_measure: 0.9382, kappa: 0.8657, kb_relative_information_score: 875715.5737, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9394, predictive_accuracy: 0.9379, prior_entropy: 1, recall: 0.9379, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2467, root_relative_squared_error: 0.4935,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1842, kb_relative_information_score: -294000, mean_absolute_error: 0.647, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1246, predictive_accuracy: 0.353, prior_entropy: 1, recall: 0.353, relative_absolute_error: 1.294, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8044, root_relative_squared_error: 1.6087,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_kNNwithPAW(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.944, kappa: 0.8774, kb_relative_information_score: 864538.8838, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.944, predictive_accuracy: 0.944, prior_entropy: 1, recall: 0.944, relative_absolute_error: 0.1415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.4303,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.9439, kappa: 0.8772, kb_relative_information_score: 887626, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.9438, prior_entropy: 1, recall: 0.9438, relative_absolute_error: 0.1124, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.237, root_relative_squared_error: 0.4741,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1842, kb_relative_information_score: -294000, mean_absolute_error: 0.647, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1246, predictive_accuracy: 0.353, prior_entropy: 1, recall: 0.353, relative_absolute_error: 1.294, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8044, root_relative_squared_error: 1.6087,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9354, f_measure: 0.9429, kappa: 0.8748, kb_relative_information_score: 886136, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9431, prior_entropy: 1, recall: 0.9431, relative_absolute_error: 0.1139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.4772,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9354, f_measure: 0.9429, kappa: 0.8748, kb_relative_information_score: 886122, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9431, prior_entropy: 1, recall: 0.9431, relative_absolute_error: 0.1139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.4772,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.9391, kappa: 0.8672, kb_relative_information_score: 864543, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9395, predictive_accuracy: 0.9389, prior_entropy: 1, recall: 0.9389, relative_absolute_error: 0.1355, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.4532,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, f_measure: 0.9318, kappa: 0.8489, kb_relative_information_score: 782055.6145, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9344, predictive_accuracy: 0.9328, prior_entropy: 1, recall: 0.9328, relative_absolute_error: 0.2388, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2381, root_relative_squared_error: 0.4762,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.8665, kappa: 0.7018, kb_relative_information_score: 590037.6252, mean_absolute_error: 0.2199, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8787, predictive_accuracy: 0.8718, prior_entropy: 1, recall: 0.8718, relative_absolute_error: 0.4398, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.655,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9467, kappa: 0.8831, kb_relative_information_score: 842440.2235, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9468, predictive_accuracy: 0.9469, prior_entropy: 1, recall: 0.9469, relative_absolute_error: 0.1727, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2008, root_relative_squared_error: 0.4016,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9465, kappa: 0.8825, kb_relative_information_score: 841897.7889, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9465, predictive_accuracy: 0.9467, prior_entropy: 1, recall: 0.9467, relative_absolute_error: 0.1733, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.201, root_relative_squared_error: 0.402,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9353, kappa: 0.8571, kb_relative_information_score: 745408.822, mean_absolute_error: 0.1435, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9364, predictive_accuracy: 0.936, prior_entropy: 1, recall: 0.936, relative_absolute_error: 0.287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2333, root_relative_squared_error: 0.4666,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9463, kappa: 0.8822, kb_relative_information_score: 841969.5263, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9463, predictive_accuracy: 0.9465, prior_entropy: 1, recall: 0.9465, relative_absolute_error: 0.1731, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.4035,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9353, kappa: 0.8571, kb_relative_information_score: 745408.822, mean_absolute_error: 0.1435, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9364, predictive_accuracy: 0.936, prior_entropy: 1, recall: 0.936, relative_absolute_error: 0.287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2333, root_relative_squared_error: 0.4666,
Joaquin Vanschoren 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9353, kappa: 0.8572, kb_relative_information_score: 745394.4546, mean_absolute_error: 0.1435, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9364, predictive_accuracy: 0.936, prior_entropy: 1, recall: 0.936, relative_absolute_error: 0.287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2333, root_relative_squared_error: 0.4665,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9737, f_measure: 0.9424, kappa: 0.8736, kb_relative_information_score: 843228.7732, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9424, predictive_accuracy: 0.9426, prior_entropy: 1, recall: 0.9426, relative_absolute_error: 0.1689, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.4337,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9352, f_measure: 0.9428, kappa: 0.8745, kb_relative_information_score: 885918, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9428, predictive_accuracy: 0.943, prior_entropy: 1, recall: 0.943, relative_absolute_error: 0.1141, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2388, root_relative_squared_error: 0.4777,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9351, f_measure: 0.9428, kappa: 0.8745, kb_relative_information_score: 885858, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9428, predictive_accuracy: 0.9429, prior_entropy: 1, recall: 0.9429, relative_absolute_error: 0.1141, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2389, root_relative_squared_error: 0.4778,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9352, f_measure: 0.9428, kappa: 0.8745, kb_relative_information_score: 885890, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9428, predictive_accuracy: 0.9429, prior_entropy: 1, recall: 0.9429, relative_absolute_error: 0.1141, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2389, root_relative_squared_error: 0.4777,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9467, kappa: 0.8831, kb_relative_information_score: 842441.6061, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9468, predictive_accuracy: 0.9469, prior_entropy: 1, recall: 0.9469, relative_absolute_error: 0.1727, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2008, root_relative_squared_error: 0.4016,
Joaquin Vanschoren 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9533, kappa: 0.8975, kb_relative_information_score: 857737.6297, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9533, predictive_accuracy: 0.9534, prior_entropy: 1, recall: 0.9534, relative_absolute_error: 0.1562, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1876, root_relative_squared_error: 0.3752,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9293, f_measure: 0.9387, kappa: 0.8652, kb_relative_information_score: 877792, mean_absolute_error: 0.0611, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9387, predictive_accuracy: 0.9389, prior_entropy: 1, recall: 0.9389, relative_absolute_error: 0.1222, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2472, root_relative_squared_error: 0.4944,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9428, kappa: 0.8745, kb_relative_information_score: 844107.5314, mean_absolute_error: 0.084, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9428, predictive_accuracy: 0.9429, prior_entropy: 1, recall: 0.9429, relative_absolute_error: 0.168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.4328,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9463, kappa: 0.8822, kb_relative_information_score: 841969.5263, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9463, predictive_accuracy: 0.9465, prior_entropy: 1, recall: 0.9465, relative_absolute_error: 0.1731, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.4035,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9352, kappa: 0.8568, kb_relative_information_score: 745456.0782, mean_absolute_error: 0.1434, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9363, predictive_accuracy: 0.9358, prior_entropy: 1, recall: 0.9358, relative_absolute_error: 0.2868, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2335, root_relative_squared_error: 0.4669,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9463, kappa: 0.8822, kb_relative_information_score: 841969.5263, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9463, predictive_accuracy: 0.9465, prior_entropy: 1, recall: 0.9465, relative_absolute_error: 0.1731, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.4035,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9463, kappa: 0.8822, kb_relative_information_score: 841969.5263, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9463, predictive_accuracy: 0.9465, prior_entropy: 1, recall: 0.9465, relative_absolute_error: 0.1731, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.4035,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9463, kappa: 0.8822, kb_relative_information_score: 841969.5263, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9463, predictive_accuracy: 0.9465, prior_entropy: 1, recall: 0.9465, relative_absolute_error: 0.1731, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.4035,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9354, f_measure: 0.9429, kappa: 0.8748, kb_relative_information_score: 886128, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9431, prior_entropy: 1, recall: 0.9431, relative_absolute_error: 0.1139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.4772,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.9294, kappa: 0.8446, kb_relative_information_score: 859614, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9296, predictive_accuracy: 0.9298, prior_entropy: 1, recall: 0.9298, relative_absolute_error: 0.1404, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2649, root_relative_squared_error: 0.5299,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9465, kappa: 0.8825, kb_relative_information_score: 841833.3463, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9465, predictive_accuracy: 0.9466, prior_entropy: 1, recall: 0.9466, relative_absolute_error: 0.1734, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2009, root_relative_squared_error: 0.4018,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9351, f_measure: 0.9428, kappa: 0.8744, kb_relative_information_score: 885802, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9427, predictive_accuracy: 0.9429, prior_entropy: 1, recall: 0.9429, relative_absolute_error: 0.1142, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.239, root_relative_squared_error: 0.4779,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9532, kappa: 0.8972, kb_relative_information_score: 858152.3521, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9532, predictive_accuracy: 0.9533, prior_entropy: 1, recall: 0.9533, relative_absolute_error: 0.1556, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1881, root_relative_squared_error: 0.3762,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.9391, kappa: 0.8662, kb_relative_information_score: 878694, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9392, predictive_accuracy: 0.9393, prior_entropy: 1, recall: 0.9393, relative_absolute_error: 0.1213, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2463, root_relative_squared_error: 0.4926,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9352, f_measure: 0.9428, kappa: 0.8745, kb_relative_information_score: 885890, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9428, predictive_accuracy: 0.9429, prior_entropy: 1, recall: 0.9429, relative_absolute_error: 0.1141, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2389, root_relative_squared_error: 0.4777,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9217, f_measure: 0.9327, kappa: 0.8521, kb_relative_information_score: 866216, mean_absolute_error: 0.0669, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9329, predictive_accuracy: 0.9331, prior_entropy: 1, recall: 0.9331, relative_absolute_error: 0.1338, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.5173,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9465, kappa: 0.8825, kb_relative_information_score: 841897.7889, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9465, predictive_accuracy: 0.9467, prior_entropy: 1, recall: 0.9467, relative_absolute_error: 0.1733, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.201, root_relative_squared_error: 0.402,