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Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, f_measure: 0.4229, kappa: 0.0016, kb_relative_information_score: 6866, mean_absolute_error: 0.4242, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.5716, predictive_accuracy: 0.5758, prior_entropy: 1, ram_hours: 0, recall: 0.5758, relative_absolute_error: 0.8485, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6513, root_relative_squared_error: 1.3027, run_cpu_time: 0.23,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.599, f_measure: 0.5668, kappa: 0.1667, kb_relative_information_score: 11912.585, mean_absolute_error: 0.3684, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6653, predictive_accuracy: 0.631, prior_entropy: 1, ram_hours: 0, recall: 0.631, relative_absolute_error: 0.7369, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5987, root_relative_squared_error: 1.1975, run_cpu_time: 0.28,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.935, f_measure: 0.8672, kappa: 0.7278, kb_relative_information_score: 17575.1307, mean_absolute_error: 0.3319, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8672, predictive_accuracy: 0.8674, prior_entropy: 1, ram_hours: 0, recall: 0.8674, relative_absolute_error: 0.6639, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3642, root_relative_squared_error: 0.7285, run_cpu_time: 3.33,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9548, f_measure: 0.8976, kappa: 0.7899, kb_relative_information_score: 32119.5394, mean_absolute_error: 0.1563, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.898, predictive_accuracy: 0.898, prior_entropy: 1, ram_hours: 0, recall: 0.898, relative_absolute_error: 0.3127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.277, root_relative_squared_error: 0.554, run_cpu_time: 11.2429,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8499, f_measure: 0.8533, kappa: 0.6998, kb_relative_information_score: 32018, mean_absolute_error: 0.1467, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8533, predictive_accuracy: 0.8533, prior_entropy: 1, ram_hours: 0, recall: 0.8533, relative_absolute_error: 0.2934, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.383, root_relative_squared_error: 0.766, run_cpu_time: 0.25,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6065, f_measure: 0.5649, kappa: 0.1481, kb_relative_information_score: 10806.9063, mean_absolute_error: 0.3808, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6269, predictive_accuracy: 0.6189, prior_entropy: 1, ram_hours: 0, recall: 0.6189, relative_absolute_error: 0.7616, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6016, root_relative_squared_error: 1.2032, run_cpu_time: 0.22,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7497, f_measure: 0.7181, kappa: 0.4254, kb_relative_information_score: 18615.1002, mean_absolute_error: 0.3013, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7497, predictive_accuracy: 0.7336, prior_entropy: 1, ram_hours: 0, recall: 0.7336, relative_absolute_error: 0.6027, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4647, root_relative_squared_error: 0.9295, run_cpu_time: 0.38,
Jan van Rijn 11 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, ram_hours: 0.0001, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172, run_cpu_time: 17.5,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8015, f_measure: 0.7369, kappa: 0.4584, kb_relative_information_score: 17068.5407, mean_absolute_error: 0.3226, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.742, predictive_accuracy: 0.742, prior_entropy: 1, ram_hours: 0, recall: 0.742, relative_absolute_error: 0.6452, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4238, root_relative_squared_error: 0.8476, run_cpu_time: 0.41,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8668, f_measure: 0.784, kappa: 0.5582, kb_relative_information_score: 22767.4454, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7842, predictive_accuracy: 0.7838, prior_entropy: 1, ram_hours: 0, recall: 0.7838, relative_absolute_error: 0.5113, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3839, root_relative_squared_error: 0.7678, run_cpu_time: 9.47,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8121, f_measure: 0.7281, kappa: 0.4404, kb_relative_information_score: 17497.4634, mean_absolute_error: 0.3157, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7306, predictive_accuracy: 0.7321, prior_entropy: 1, ram_hours: 0, recall: 0.7321, relative_absolute_error: 0.6314, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4207, root_relative_squared_error: 0.8414, run_cpu_time: 2.92,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8677, f_measure: 0.7852, kappa: 0.5603, kb_relative_information_score: 22758.2077, mean_absolute_error: 0.256, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7851, predictive_accuracy: 0.7853, prior_entropy: 1, ram_hours: 0, recall: 0.7853, relative_absolute_error: 0.512, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3831, root_relative_squared_error: 0.7661, run_cpu_time: 191.45,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5041, f_measure: 0.4213, kappa: 0.0002, kb_relative_information_score: 1396.6524, mean_absolute_error: 0.4885, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.5241, predictive_accuracy: 0.5753, prior_entropy: 1, ram_hours: 0, recall: 0.5753, relative_absolute_error: 0.977, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9887, run_cpu_time: 0.26,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.503, f_measure: 0.4388, kappa: 0.0069, kb_relative_information_score: 6814, mean_absolute_error: 0.4248, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.5405, predictive_accuracy: 0.5751, prior_entropy: 1, ram_hours: 0, recall: 0.5751, relative_absolute_error: 0.8496, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6475, root_relative_squared_error: 1.2951, run_cpu_time: 0.35,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9126, f_measure: 0.842, kappa: 0.6752, kb_relative_information_score: 27469.2233, mean_absolute_error: 0.2073, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8441, predictive_accuracy: 0.8435, prior_entropy: 1, ram_hours: 0, recall: 0.8435, relative_absolute_error: 0.4145, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.337, root_relative_squared_error: 0.6741, run_cpu_time: 3.28,
Jan van Rijn 11 years ago
ran flow moa.AMRules(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, ram_hours: 0, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172, run_cpu_time: 1.34,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7914, kappa: 0.5723, kb_relative_information_score: 23692.8283, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7913, predictive_accuracy: 0.792, prior_entropy: 1, ram_hours: 0, recall: 0.792, relative_absolute_error: 0.4918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3999, root_relative_squared_error: 0.7998, run_cpu_time: 0.6,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.551, f_measure: 0.5643, kappa: 0.1057, kb_relative_information_score: 7248, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.567, predictive_accuracy: 0.5798, prior_entropy: 1, ram_hours: 0, recall: 0.5798, relative_absolute_error: 0.84, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6438, root_relative_squared_error: 1.2876, run_cpu_time: 0.21,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7914, kappa: 0.5723, kb_relative_information_score: 23692.8283, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7913, predictive_accuracy: 0.792, prior_entropy: 1, ram_hours: 0, recall: 0.792, relative_absolute_error: 0.4918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3999, root_relative_squared_error: 0.7998, run_cpu_time: 1.9,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8387, f_measure: 0.8426, kappa: 0.6777, kb_relative_information_score: 31048, mean_absolute_error: 0.1574, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8425, predictive_accuracy: 0.8426, prior_entropy: 1, ram_hours: 0, recall: 0.8426, relative_absolute_error: 0.3148, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.7935, run_cpu_time: 0.24,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8991, f_measure: 0.8236, kappa: 0.6379, kb_relative_information_score: 24271.4714, mean_absolute_error: 0.2458, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8237, predictive_accuracy: 0.8243, prior_entropy: 1, ram_hours: 0, recall: 0.8243, relative_absolute_error: 0.4916, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3529, root_relative_squared_error: 0.7058, run_cpu_time: 2.32,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9432, f_measure: 0.8874, kappa: 0.769, kb_relative_information_score: 25122.8875, mean_absolute_error: 0.2441, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8874, predictive_accuracy: 0.8876, prior_entropy: 1, ram_hours: 0.0001, recall: 0.8876, relative_absolute_error: 0.4882, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6302, run_cpu_time: 16.29,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, ram_hours: 0, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172, run_cpu_time: 1.35,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, ram_hours: 0, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172, run_cpu_time: 0.24,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7444, f_measure: 0.67, kappa: 0.3256, kb_relative_information_score: 13311.4482, mean_absolute_error: 0.3602, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6894, predictive_accuracy: 0.6859, prior_entropy: 1, ram_hours: 0, recall: 0.6859, relative_absolute_error: 0.7203, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4589, root_relative_squared_error: 0.9177, run_cpu_time: 0.47,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4969, f_measure: 0.253, kb_relative_information_score: -6826, mean_absolute_error: 0.5753, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, ram_hours: 0, recall: 0.4245, relative_absolute_error: 1.1506, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7549, root_relative_squared_error: 1.5097, run_cpu_time: 2,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8778, f_measure: 0.8325, kappa: 0.6556, kb_relative_information_score: 28187.2803, mean_absolute_error: 0.1951, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8341, predictive_accuracy: 0.8339, prior_entropy: 1, ram_hours: 0, recall: 0.8339, relative_absolute_error: 0.3902, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3723, root_relative_squared_error: 0.7446, run_cpu_time: 0.93,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8012, f_measure: 0.8095, kappa: 0.6086, kb_relative_information_score: 28156, mean_absolute_error: 0.1893, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8101, predictive_accuracy: 0.8107, prior_entropy: 1, recall: 0.8107, relative_absolute_error: 0.3786, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4351, root_relative_squared_error: 0.8702,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8112, f_measure: 0.8175, kappa: 0.6256, kb_relative_information_score: 28820, mean_absolute_error: 0.182, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8174, predictive_accuracy: 0.818, prior_entropy: 1, recall: 0.818, relative_absolute_error: 0.364, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4266, root_relative_squared_error: 0.8532,
Jan van Rijn 9 years ago
ran flow moa.NaiveBayes(2) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7497, f_measure: 0.7181, kappa: 0.4254, kb_relative_information_score: 18615.1002, mean_absolute_error: 0.3013, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7497, predictive_accuracy: 0.7336, prior_entropy: 1, recall: 0.7336, relative_absolute_error: 0.6027, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4647, root_relative_squared_error: 0.9295,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9056, f_measure: 0.8665, kappa: 0.7278, kb_relative_information_score: 30902.7374, mean_absolute_error: 0.1666, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8677, predictive_accuracy: 0.8662, prior_entropy: 1, recall: 0.8662, relative_absolute_error: 0.3333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3375, root_relative_squared_error: 0.6751,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9045, f_measure: 0.8685, kappa: 0.7321, kb_relative_information_score: 31247.019, mean_absolute_error: 0.1621, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8701, predictive_accuracy: 0.8681, prior_entropy: 1, recall: 0.8681, relative_absolute_error: 0.3242, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3386, root_relative_squared_error: 0.6772,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.8538, kappa: 0.7021, kb_relative_information_score: 31974.5746, mean_absolute_error: 0.1473, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8552, predictive_accuracy: 0.8534, prior_entropy: 1, recall: 0.8534, relative_absolute_error: 0.2946, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3727, root_relative_squared_error: 0.7454,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_SPegasos(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8895, f_measure: 0.8862, kappa: 0.769, kb_relative_information_score: 34948, mean_absolute_error: 0.1144, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8899, predictive_accuracy: 0.8856, prior_entropy: 1, recall: 0.8856, relative_absolute_error: 0.2287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3382, root_relative_squared_error: 0.6764,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_kNNwithPAW(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9311, f_measure: 0.8791, kappa: 0.7539, kb_relative_information_score: 32500.4608, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8809, predictive_accuracy: 0.8787, prior_entropy: 1, recall: 0.8787, relative_absolute_error: 0.292, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.311, root_relative_squared_error: 0.6221,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_SPegasos(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8845, f_measure: 0.881, kappa: 0.7587, kb_relative_information_score: 34480, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8851, predictive_accuracy: 0.8805, prior_entropy: 1, recall: 0.8805, relative_absolute_error: 0.2391, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3457, root_relative_squared_error: 0.6915,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.7962, kappa: 0.582, kb_relative_information_score: 22270.934, mean_absolute_error: 0.2647, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8196, predictive_accuracy: 0.804, prior_entropy: 1, recall: 0.804, relative_absolute_error: 0.5293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3844, root_relative_squared_error: 0.7689,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_kNN(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.8653, kappa: 0.7244, kb_relative_information_score: 30574.52, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8654, predictive_accuracy: 0.8652, prior_entropy: 1, recall: 0.8652, relative_absolute_error: 0.3401, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3247, root_relative_squared_error: 0.6494,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_MajorityClass(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, f_measure: 0.4378, kappa: 0.0009, kb_relative_information_score: 737.2966, mean_absolute_error: 0.4941, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.5145, predictive_accuracy: 0.5719, prior_entropy: 1, recall: 0.5719, relative_absolute_error: 0.9882, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9923,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_SPegasos(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9321, f_measure: 0.8811, kappa: 0.7582, kb_relative_information_score: 33300.3351, mean_absolute_error: 0.1361, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8836, predictive_accuracy: 0.8807, prior_entropy: 1, recall: 0.8807, relative_absolute_error: 0.2723, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3171, root_relative_squared_error: 0.6342,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8136, f_measure: 0.8198, kappa: 0.6304, kb_relative_information_score: 29030, mean_absolute_error: 0.1797, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8198, predictive_accuracy: 0.8203, prior_entropy: 1, recall: 0.8203, relative_absolute_error: 0.3593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4239, root_relative_squared_error: 0.8477,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_Perceptron(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9333, f_measure: 0.8792, kappa: 0.7533, kb_relative_information_score: 32871.8393, mean_absolute_error: 0.1418, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8797, predictive_accuracy: 0.8789, prior_entropy: 1, recall: 0.8789, relative_absolute_error: 0.2835, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3166, root_relative_squared_error: 0.6333,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_NaiveBayes(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.8483, kappa: 0.6903, kb_relative_information_score: 31364.7121, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.849, predictive_accuracy: 0.8479, prior_entropy: 1, recall: 0.8479, relative_absolute_error: 0.3092, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3631, root_relative_squared_error: 0.7261,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_SPegasos(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8772, kappa: 0.7503, kb_relative_information_score: 34138, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8798, predictive_accuracy: 0.8767, prior_entropy: 1, recall: 0.8767, relative_absolute_error: 0.2466, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3511, root_relative_squared_error: 0.7023,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_SGD(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.7308, kappa: 0.46, kb_relative_information_score: 10855.2175, mean_absolute_error: 0.3998, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8044, predictive_accuracy: 0.7541, prior_entropy: 1, recall: 0.7541, relative_absolute_error: 0.7997, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4223, root_relative_squared_error: 0.8445,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.8965, kappa: 0.7875, kb_relative_information_score: 31316.0757, mean_absolute_error: 0.167, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8969, predictive_accuracy: 0.8968, prior_entropy: 1, recall: 0.8968, relative_absolute_error: 0.334, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.5567,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.952, f_measure: 0.888, kappa: 0.7702, kb_relative_information_score: 30474.8088, mean_absolute_error: 0.1767, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8886, predictive_accuracy: 0.8885, prior_entropy: 1, recall: 0.8885, relative_absolute_error: 0.3534, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2873, root_relative_squared_error: 0.5745,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_SGD(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7794, f_measure: 0.7958, kappa: 0.5809, kb_relative_information_score: 27462, mean_absolute_error: 0.197, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8162, predictive_accuracy: 0.803, prior_entropy: 1, recall: 0.803, relative_absolute_error: 0.3939, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4438, root_relative_squared_error: 0.8876,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7914, kappa: 0.5723, kb_relative_information_score: 23692.8283, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7913, predictive_accuracy: 0.792, prior_entropy: 1, recall: 0.792, relative_absolute_error: 0.4918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3999, root_relative_squared_error: 0.7998,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8076, f_measure: 0.8139, kappa: 0.6183, kb_relative_information_score: 28496, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8138, predictive_accuracy: 0.8144, prior_entropy: 1, recall: 0.8144, relative_absolute_error: 0.3711, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4308, root_relative_squared_error: 0.8615,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8042, f_measure: 0.8107, kappa: 0.6117, kb_relative_information_score: 28208, mean_absolute_error: 0.1887, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8106, predictive_accuracy: 0.8113, prior_entropy: 1, recall: 0.8113, relative_absolute_error: 0.3775, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4344, root_relative_squared_error: 0.8689,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8354, f_measure: 0.8413, kappa: 0.6744, kb_relative_information_score: 30968, mean_absolute_error: 0.1583, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8413, predictive_accuracy: 0.8417, prior_entropy: 1, recall: 0.8417, relative_absolute_error: 0.3166, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3978, root_relative_squared_error: 0.7957,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8291, f_measure: 0.8332, kappa: 0.6586, kb_relative_information_score: 30200, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8332, predictive_accuracy: 0.8332, prior_entropy: 1, recall: 0.8332, relative_absolute_error: 0.3335, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4084, root_relative_squared_error: 0.8167,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8349, f_measure: 0.841, kappa: 0.6737, kb_relative_information_score: 30948, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8411, predictive_accuracy: 0.8415, prior_entropy: 1, recall: 0.8415, relative_absolute_error: 0.317, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3981, root_relative_squared_error: 0.7962,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8349, f_measure: 0.841, kappa: 0.6737, kb_relative_information_score: 30948, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8411, predictive_accuracy: 0.8415, prior_entropy: 1, recall: 0.8415, relative_absolute_error: 0.317, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3981, root_relative_squared_error: 0.7962,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8349, f_measure: 0.841, kappa: 0.6737, kb_relative_information_score: 30946, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.841, predictive_accuracy: 0.8415, prior_entropy: 1, recall: 0.8415, relative_absolute_error: 0.317, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3982, root_relative_squared_error: 0.7963,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8349, f_measure: 0.841, kappa: 0.6737, kb_relative_information_score: 30946, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.841, predictive_accuracy: 0.8415, prior_entropy: 1, recall: 0.8415, relative_absolute_error: 0.317, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3982, root_relative_squared_error: 0.7963,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8347, f_measure: 0.8408, kappa: 0.6734, kb_relative_information_score: 30932, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8409, predictive_accuracy: 0.8413, prior_entropy: 1, recall: 0.8413, relative_absolute_error: 0.3174, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3983, root_relative_squared_error: 0.7967,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.8408, kappa: 0.6734, kb_relative_information_score: 30930, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8409, predictive_accuracy: 0.8413, prior_entropy: 1, recall: 0.8413, relative_absolute_error: 0.3174, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3984, root_relative_squared_error: 0.7967,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8595, f_measure: 0.8108, kappa: 0.6189, kb_relative_information_score: 27716, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8202, predictive_accuracy: 0.8097, prior_entropy: 1, recall: 0.8097, relative_absolute_error: 0.3883, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3809, root_relative_squared_error: 0.7617,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8764, f_measure: 0.8258, kappa: 0.6419, kb_relative_information_score: 27036.4855, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8271, predictive_accuracy: 0.8271, prior_entropy: 1, recall: 0.8271, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3671, root_relative_squared_error: 0.7342,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8843, f_measure: 0.7962, kappa: 0.582, kb_relative_information_score: 23290.5116, mean_absolute_error: 0.2532, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8196, predictive_accuracy: 0.804, prior_entropy: 1, recall: 0.804, relative_absolute_error: 0.5064, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3762, root_relative_squared_error: 0.7524,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8861, f_measure: 0.828, kappa: 0.6465, kb_relative_information_score: 25742.2222, mean_absolute_error: 0.2224, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8293, predictive_accuracy: 0.8293, prior_entropy: 1, recall: 0.8293, relative_absolute_error: 0.4447, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3656, root_relative_squared_error: 0.7312,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, f_measure: 0.8258, kappa: 0.6419, kb_relative_information_score: 27107.8872, mean_absolute_error: 0.2049, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8271, predictive_accuracy: 0.8271, prior_entropy: 1, recall: 0.8271, relative_absolute_error: 0.4099, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3664, root_relative_squared_error: 0.7328,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8637, f_measure: 0.8198, kappa: 0.6304, kb_relative_information_score: 27768.6904, mean_absolute_error: 0.1938, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8198, predictive_accuracy: 0.8203, prior_entropy: 1, recall: 0.8203, relative_absolute_error: 0.3875, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3803, root_relative_squared_error: 0.7607,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.8206, kappa: 0.6331, kb_relative_information_score: 25507.2097, mean_absolute_error: 0.2248, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8208, predictive_accuracy: 0.8204, prior_entropy: 1, recall: 0.8204, relative_absolute_error: 0.4496, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3677, root_relative_squared_error: 0.7353,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.7962, kappa: 0.582, kb_relative_information_score: 22270.934, mean_absolute_error: 0.2647, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8196, predictive_accuracy: 0.804, prior_entropy: 1, recall: 0.804, relative_absolute_error: 0.5293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3844, root_relative_squared_error: 0.7689,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8121, f_measure: 0.7281, kappa: 0.4404, kb_relative_information_score: 17497.4634, mean_absolute_error: 0.3157, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7306, predictive_accuracy: 0.7321, prior_entropy: 1, recall: 0.7321, relative_absolute_error: 0.6314, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4207, root_relative_squared_error: 0.8414,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, f_measure: 0.8343, kappa: 0.6601, kb_relative_information_score: 30330, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8342, predictive_accuracy: 0.8347, prior_entropy: 1, recall: 0.8347, relative_absolute_error: 0.3306, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4066, root_relative_squared_error: 0.8132,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8285, f_measure: 0.8341, kappa: 0.6599, kb_relative_information_score: 30318, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8341, predictive_accuracy: 0.8345, prior_entropy: 1, recall: 0.8345, relative_absolute_error: 0.3309, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4068, root_relative_squared_error: 0.8135,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8284, f_measure: 0.834, kappa: 0.6596, kb_relative_information_score: 30306, mean_absolute_error: 0.1656, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.834, predictive_accuracy: 0.8344, prior_entropy: 1, recall: 0.8344, relative_absolute_error: 0.3312, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4069, root_relative_squared_error: 0.8138,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8278, f_measure: 0.8329, kappa: 0.6576, kb_relative_information_score: 30196, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8328, predictive_accuracy: 0.8332, prior_entropy: 1, recall: 0.8332, relative_absolute_error: 0.3336, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4084, root_relative_squared_error: 0.8168,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8278, f_measure: 0.8333, kappa: 0.6582, kb_relative_information_score: 30236, mean_absolute_error: 0.1664, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8332, predictive_accuracy: 0.8336, prior_entropy: 1, recall: 0.8336, relative_absolute_error: 0.3327, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4079, root_relative_squared_error: 0.8157,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, f_measure: 0.8343, kappa: 0.6601, kb_relative_information_score: 30332, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8342, predictive_accuracy: 0.8347, prior_entropy: 1, recall: 0.8347, relative_absolute_error: 0.3306, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4066, root_relative_squared_error: 0.8131,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8285, f_measure: 0.8341, kappa: 0.6599, kb_relative_information_score: 30318, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8341, predictive_accuracy: 0.8345, prior_entropy: 1, recall: 0.8345, relative_absolute_error: 0.3309, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4068, root_relative_squared_error: 0.8135,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8403, f_measure: 0.8473, kappa: 0.6864, kb_relative_information_score: 31540, mean_absolute_error: 0.152, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8478, predictive_accuracy: 0.848, prior_entropy: 1, recall: 0.848, relative_absolute_error: 0.3039, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3898, root_relative_squared_error: 0.7797,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8727, f_measure: 0.8762, kappa: 0.7465, kb_relative_information_score: 34104, mean_absolute_error: 0.1237, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8762, predictive_accuracy: 0.8763, prior_entropy: 1, recall: 0.8763, relative_absolute_error: 0.2474, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3517, root_relative_squared_error: 0.7034,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9035, f_measure: 0.8263, kappa: 0.6435, kb_relative_information_score: 24293.0455, mean_absolute_error: 0.2461, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8264, predictive_accuracy: 0.827, prior_entropy: 1, recall: 0.827, relative_absolute_error: 0.4922, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3496, root_relative_squared_error: 0.6993,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9263, f_measure: 0.8538, kappa: 0.6991, kb_relative_information_score: 23654.3293, mean_absolute_error: 0.2587, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8593, predictive_accuracy: 0.8559, prior_entropy: 1, recall: 0.8559, relative_absolute_error: 0.5173, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3373, root_relative_squared_error: 0.6746,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.8299, kappa: 0.6509, kb_relative_information_score: 24521.5607, mean_absolute_error: 0.2434, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.83, predictive_accuracy: 0.8305, prior_entropy: 1, recall: 0.8305, relative_absolute_error: 0.4868, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.6943,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8265, kappa: 0.644, kb_relative_information_score: 24424.6055, mean_absolute_error: 0.2446, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8266, predictive_accuracy: 0.8271, prior_entropy: 1, recall: 0.8271, relative_absolute_error: 0.4892, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3481, root_relative_squared_error: 0.6961,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.8299, kappa: 0.6509, kb_relative_information_score: 24521.5607, mean_absolute_error: 0.2434, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.83, predictive_accuracy: 0.8305, prior_entropy: 1, recall: 0.8305, relative_absolute_error: 0.4868, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.6943,
Jan van Rijn 9 years ago
ran flow moa.NaiveBayes(3) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7497, f_measure: 0.7181, kappa: 0.4254, kb_relative_information_score: 18615.1002, mean_absolute_error: 0.3013, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7497, predictive_accuracy: 0.7336, prior_entropy: 1, recall: 0.7336, relative_absolute_error: 0.6027, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4647, root_relative_squared_error: 0.9295,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8265, kappa: 0.644, kb_relative_information_score: 24424.6055, mean_absolute_error: 0.2446, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8266, predictive_accuracy: 0.8271, prior_entropy: 1, recall: 0.8271, relative_absolute_error: 0.4892, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3481, root_relative_squared_error: 0.6961,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.8253, kappa: 0.6416, kb_relative_information_score: 24308.5752, mean_absolute_error: 0.2457, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8253, predictive_accuracy: 0.8258, prior_entropy: 1, recall: 0.8258, relative_absolute_error: 0.4915, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3492, root_relative_squared_error: 0.6984,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.8299, kappa: 0.6509, kb_relative_information_score: 24521.5607, mean_absolute_error: 0.2434, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.83, predictive_accuracy: 0.8305, prior_entropy: 1, recall: 0.8305, relative_absolute_error: 0.4868, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.6943,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8709, f_measure: 0.8164, kappa: 0.623, kb_relative_information_score: 25710.2084, mean_absolute_error: 0.2242, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8167, predictive_accuracy: 0.8173, prior_entropy: 1, recall: 0.8173, relative_absolute_error: 0.4485, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3778, root_relative_squared_error: 0.7557,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.8299, kappa: 0.6509, kb_relative_information_score: 24521.5607, mean_absolute_error: 0.2434, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.83, predictive_accuracy: 0.8305, prior_entropy: 1, recall: 0.8305, relative_absolute_error: 0.4868, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.6943,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.8299, kappa: 0.6509, kb_relative_information_score: 24521.5607, mean_absolute_error: 0.2434, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.83, predictive_accuracy: 0.8305, prior_entropy: 1, recall: 0.8305, relative_absolute_error: 0.4868, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.6943,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8098, f_measure: 0.8169, kappa: 0.6242, kb_relative_information_score: 28792, mean_absolute_error: 0.1823, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8171, predictive_accuracy: 0.8177, prior_entropy: 1, recall: 0.8177, relative_absolute_error: 0.3646, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.427, root_relative_squared_error: 0.8539,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8015, f_measure: 0.809, kappa: 0.6079, kb_relative_information_score: 28086, mean_absolute_error: 0.1901, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8092, predictive_accuracy: 0.8099, prior_entropy: 1, recall: 0.8099, relative_absolute_error: 0.3802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.436, root_relative_squared_error: 0.872,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8294, f_measure: 0.836, kappa: 0.6633, kb_relative_information_score: 30504, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8361, 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: 0.8085,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7954, f_measure: 0.8034, kappa: 0.5961, kb_relative_information_score: 27586, mean_absolute_error: 0.1956, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8037, predictive_accuracy: 0.8044, prior_entropy: 1, recall: 0.8044, relative_absolute_error: 0.3912, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4423, root_relative_squared_error: 0.8845,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9035, f_measure: 0.8263, kappa: 0.6435, kb_relative_information_score: 24293.0455, mean_absolute_error: 0.2461, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8264, predictive_accuracy: 0.827, prior_entropy: 1, recall: 0.827, relative_absolute_error: 0.4922, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3496, root_relative_squared_error: 0.6993,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.8987, kappa: 0.7922, kb_relative_information_score: 31960.7474, mean_absolute_error: 0.1589, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8991, predictive_accuracy: 0.8991, prior_entropy: 1, recall: 0.8991, relative_absolute_error: 0.3178, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2744, root_relative_squared_error: 0.5489,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9601, f_measure: 0.9007, kappa: 0.7961, kb_relative_information_score: 31832.8088, mean_absolute_error: 0.161, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.901, predictive_accuracy: 0.901, prior_entropy: 1, recall: 0.901, relative_absolute_error: 0.322, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5452,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9259, f_measure: 0.8524, kappa: 0.6961, kb_relative_information_score: 23365.4271, mean_absolute_error: 0.262, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8584, predictive_accuracy: 0.8546, prior_entropy: 1, recall: 0.8546, relative_absolute_error: 0.5239, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3393, root_relative_squared_error: 0.6786,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9307, f_measure: 0.862, kappa: 0.716, kb_relative_information_score: 25233.6461, mean_absolute_error: 0.2405, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8654, predictive_accuracy: 0.8635, prior_entropy: 1, recall: 0.8635, relative_absolute_error: 0.4811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.6511,