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Jason 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.5762, kappa: -0, kb_relative_information_score: 194722.3604, mean_absolute_error: 0.4197, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4897, predictive_accuracy: 0.6998, prior_entropy: 1, ram_hours: 0, recall: 0.6998, relative_absolute_error: 0.8394, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4584, root_relative_squared_error: 0.9167, run_cpu_time: 11.39,
Jason 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7965, f_measure: 0.7652, kappa: 0.4231, kb_relative_information_score: 432908.7987, mean_absolute_error: 0.2976, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7664, predictive_accuracy: 0.777, prior_entropy: 1, ram_hours: 0, recall: 0.777, relative_absolute_error: 0.5953, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.8014, run_cpu_time: 19.0236,
Jason 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7307, f_measure: 0.6826, kappa: 0.2119, kb_relative_information_score: 325489.0648, mean_absolute_error: 0.3501, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6892, predictive_accuracy: 0.7175, prior_entropy: 1, ram_hours: 0.0246, recall: 0.7175, relative_absolute_error: 0.7001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4252, root_relative_squared_error: 0.8503, run_cpu_time: 561.0822,
Jason 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7337, f_measure: 0.6771, kappa: 0.201, kb_relative_information_score: 343787.6615, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7105, predictive_accuracy: 0.7287, prior_entropy: 1, ram_hours: 0, recall: 0.7287, relative_absolute_error: 0.6799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4249, root_relative_squared_error: 0.8497, run_cpu_time: 370.5979,
Jason 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7913, f_measure: 0.764, kappa: 0.4207, kb_relative_information_score: 428162.2081, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7647, predictive_accuracy: 0.7754, prior_entropy: 1, ram_hours: 0, recall: 0.7754, relative_absolute_error: 0.5999, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4029, root_relative_squared_error: 0.8057, run_cpu_time: 26.1807,
Jason 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8191, f_measure: 0.7734, kappa: 0.4445, kb_relative_information_score: 435271.4519, mean_absolute_error: 0.2971, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7743, predictive_accuracy: 0.7838, prior_entropy: 1, ram_hours: 0.0233, recall: 0.7838, relative_absolute_error: 0.5943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3886, root_relative_squared_error: 0.7772, run_cpu_time: 453.6333,
Jason 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6689, f_measure: 0.7008, kappa: 0.2593, kb_relative_information_score: 336894.7888, mean_absolute_error: 0.3444, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7019, predictive_accuracy: 0.7248, prior_entropy: 1, ram_hours: 0, recall: 0.7248, relative_absolute_error: 0.6888, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4453, root_relative_squared_error: 0.8906, run_cpu_time: 8.4139,
Jason 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5798, kappa: -0.0002, kb_relative_information_score: 159512, mean_absolute_error: 0.4202, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5798, predictive_accuracy: 0.5798, prior_entropy: 1, ram_hours: 0, recall: 0.5798, relative_absolute_error: 0.8405, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6483, root_relative_squared_error: 1.2965, run_cpu_time: 7.3627,
Jason 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.712, f_measure: 0.7033, kappa: 0.2893, kb_relative_information_score: 278262.8484, mean_absolute_error: 0.3728, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7015, predictive_accuracy: 0.7054, prior_entropy: 1, ram_hours: 0.3131, recall: 0.7054, relative_absolute_error: 0.7456, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4413, root_relative_squared_error: 0.8826, run_cpu_time: 1830.82,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8035, f_measure: 0.755, kappa: 0.4005, kb_relative_information_score: 434608.4999, mean_absolute_error: 0.2936, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7537, predictive_accuracy: 0.765, prior_entropy: 1, ram_hours: 0, recall: 0.765, relative_absolute_error: 0.5871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4017, root_relative_squared_error: 0.8033, run_cpu_time: 14.6219,
Jason 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5762, kb_relative_information_score: 399548, mean_absolute_error: 0.3002, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4897, predictive_accuracy: 0.6998, prior_entropy: 1, ram_hours: 0, recall: 0.6998, relative_absolute_error: 0.6005, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5479, root_relative_squared_error: 1.0959, run_cpu_time: 10.19,
Jason 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.816, f_measure: 0.7707, kappa: 0.4368, kb_relative_information_score: 429520.4405, mean_absolute_error: 0.3008, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7725, predictive_accuracy: 0.7823, prior_entropy: 1, ram_hours: 0.0016, recall: 0.7823, relative_absolute_error: 0.6016, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3904, root_relative_squared_error: 0.7807, run_cpu_time: 167.06,
Jason 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8165, f_measure: 0.7707, kappa: 0.4367, kb_relative_information_score: 427872.5565, mean_absolute_error: 0.3018, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7728, predictive_accuracy: 0.7825, prior_entropy: 1, ram_hours: 0.0011, recall: 0.7825, relative_absolute_error: 0.6036, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.39, root_relative_squared_error: 0.78, run_cpu_time: 135.528,
Jason 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6875, f_measure: 0.7578, kappa: 0.4057, kb_relative_information_score: 538416, mean_absolute_error: 0.2308, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.758, predictive_accuracy: 0.7694, prior_entropy: 1, ram_hours: 0, recall: 0.7694, relative_absolute_error: 0.4616, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4801, root_relative_squared_error: 0.9603, run_cpu_time: 10.2809,
Jason 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7965, f_measure: 0.7652, kappa: 0.4231, kb_relative_information_score: 432908.7987, mean_absolute_error: 0.2976, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7664, predictive_accuracy: 0.777, prior_entropy: 1, ram_hours: 0, recall: 0.777, relative_absolute_error: 0.5953, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.8014, run_cpu_time: 21.92,
Jason 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7349, f_measure: 0.6801, kappa: 0.2077, kb_relative_information_score: 343813.3725, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7106, predictive_accuracy: 0.7295, prior_entropy: 1, ram_hours: 0.0014, recall: 0.7295, relative_absolute_error: 0.6799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4247, root_relative_squared_error: 0.8495, run_cpu_time: 9011.96,
Jason 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5762, kb_relative_information_score: 399548, mean_absolute_error: 0.3002, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4897, predictive_accuracy: 0.6998, prior_entropy: 1, ram_hours: 0.0009, recall: 0.6998, relative_absolute_error: 0.6005, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5479, root_relative_squared_error: 1.0959, run_cpu_time: 60.85,
Jason 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5762, kb_relative_information_score: 399154, mean_absolute_error: 0.3004, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4897, predictive_accuracy: 0.6998, prior_entropy: 1, ram_hours: 0.0022, recall: 0.6998, relative_absolute_error: 0.6008, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5479, root_relative_squared_error: 1.0958, run_cpu_time: 65.27,
Jason 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6595, f_measure: 0.7177, kappa: 0.3164, kb_relative_information_score: 372016.3055, mean_absolute_error: 0.3245, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7141, predictive_accuracy: 0.7238, prior_entropy: 1, ram_hours: 0, recall: 0.7238, relative_absolute_error: 0.649, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.467, root_relative_squared_error: 0.9341, run_cpu_time: 7.9134,
Jason 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5219, f_measure: 0.5979, kappa: 0.0437, kb_relative_information_score: 195378, mean_absolute_error: 0.4023, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5982, predictive_accuracy: 0.5977, prior_entropy: 1, ram_hours: 0, recall: 0.5977, relative_absolute_error: 0.8046, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6343, root_relative_squared_error: 1.2686, run_cpu_time: 7.4104,
Jason 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8087, f_measure: 0.7596, kappa: 0.4156, kb_relative_information_score: 437316.8041, mean_absolute_error: 0.2922, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7572, predictive_accuracy: 0.7662, prior_entropy: 1, ram_hours: 0, recall: 0.7662, relative_absolute_error: 0.5844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4019, root_relative_squared_error: 0.8038, run_cpu_time: 12.71,
Jason 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.811, f_measure: 0.7661, kappa: 0.4297, kb_relative_information_score: 224824.8698, mean_absolute_error: 0.4073, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7645, predictive_accuracy: 0.7739, prior_entropy: 1, ram_hours: 0.0012, recall: 0.7739, relative_absolute_error: 0.8146, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4253, root_relative_squared_error: 0.8506, run_cpu_time: 132.4517,
Jason 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7628, f_measure: 0.7355, kappa: 0.3494, kb_relative_information_score: 357526.7941, mean_absolute_error: 0.3359, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7351, predictive_accuracy: 0.75, prior_entropy: 1, ram_hours: 0, recall: 0.75, relative_absolute_error: 0.6719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4143, root_relative_squared_error: 0.8286, run_cpu_time: 11.0026,
Jason 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5737, kappa: -0.0003, kb_relative_information_score: 136884, mean_absolute_error: 0.4316, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5797, predictive_accuracy: 0.5684, prior_entropy: 1, ram_hours: 0, recall: 0.5684, relative_absolute_error: 0.8631, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6569, root_relative_squared_error: 1.3139, run_cpu_time: 8.1761,
Jason 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5301, f_measure: 0.6203, kappa: 0.0658, kb_relative_information_score: 281642, mean_absolute_error: 0.3592, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6091, predictive_accuracy: 0.641, prior_entropy: 1, ram_hours: 0, recall: 0.641, relative_absolute_error: 0.7184, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5991, root_relative_squared_error: 1.1982, run_cpu_time: 8.4498,
Jason 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6595, f_measure: 0.7177, kappa: 0.3164, kb_relative_information_score: 372016.3055, mean_absolute_error: 0.3245, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7141, predictive_accuracy: 0.7238, prior_entropy: 1, recall: 0.7238, relative_absolute_error: 0.649, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.467, root_relative_squared_error: 0.9341,
Jason 10 years ago
ran flow moa.ORTO(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5762, kb_relative_information_score: 399548, mean_absolute_error: 0.3002, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4897, predictive_accuracy: 0.6998, prior_entropy: 1, recall: 0.6998, relative_absolute_error: 0.6005, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5479, root_relative_squared_error: 1.0959,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5798, kappa: 0, kb_relative_information_score: 159587.3773, mean_absolute_error: 0.4202, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5798, predictive_accuracy: 0.5798, prior_entropy: 1, recall: 0.5798, relative_absolute_error: 0.8404, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6471, root_relative_squared_error: 1.2942,
Jason 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5291, f_measure: 0.5995, kappa: 0.0424, kb_relative_information_score: 195469.511, mean_absolute_error: 0.4024, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5976, predictive_accuracy: 0.6016, prior_entropy: 1, recall: 0.6016, relative_absolute_error: 0.8047, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6039, root_relative_squared_error: 1.2078,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5191, f_measure: 0.6088, kappa: 0.0411, kb_relative_information_score: 252900, mean_absolute_error: 0.3736, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5978, predictive_accuracy: 0.6265, prior_entropy: 1, recall: 0.6265, relative_absolute_error: 0.7471, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6112, root_relative_squared_error: 1.2224,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6706, f_measure: 0.5762, kb_relative_information_score: 268232.8861, mean_absolute_error: 0.3768, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4897, predictive_accuracy: 0.6998, prior_entropy: 1, recall: 0.6998, relative_absolute_error: 0.7536, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4344, root_relative_squared_error: 0.8688,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5959, f_measure: 0.6894, kappa: 0.2557, kb_relative_information_score: 362101.8286, mean_absolute_error: 0.3222, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6874, predictive_accuracy: 0.6916, prior_entropy: 1, recall: 0.6916, relative_absolute_error: 0.6444, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5435, root_relative_squared_error: 1.0869,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7063, f_measure: 0.7572, kappa: 0.4068, kb_relative_information_score: 532375.2437, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7555, predictive_accuracy: 0.7661, prior_entropy: 1, recall: 0.7661, relative_absolute_error: 0.4676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4815, root_relative_squared_error: 0.963,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7968, f_measure: 0.7651, kappa: 0.4229, kb_relative_information_score: 432739.9865, mean_absolute_error: 0.2978, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7665, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.5956, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4006, root_relative_squared_error: 0.8012,
Jason 10 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7062, f_measure: 0.5764, kappa: 0.0002, kb_relative_information_score: 286239.8408, mean_absolute_error: 0.3685, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.623, predictive_accuracy: 0.6997, prior_entropy: 1, recall: 0.6997, relative_absolute_error: 0.737, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4295, root_relative_squared_error: 0.859,
Jason 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8084, f_measure: 0.7593, kappa: 0.4149, kb_relative_information_score: 436692.2894, mean_absolute_error: 0.2926, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.757, predictive_accuracy: 0.7661, prior_entropy: 1, recall: 0.7661, relative_absolute_error: 0.5851, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4019, root_relative_squared_error: 0.8038,
Jason 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6208, f_measure: 0.6996, kappa: 0.2621, kb_relative_information_score: 269630.9709, mean_absolute_error: 0.3824, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6953, predictive_accuracy: 0.7146, prior_entropy: 1, recall: 0.7146, relative_absolute_error: 0.7648, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4422, root_relative_squared_error: 0.8844,
Jason 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5946, kappa: 0.0003, kb_relative_information_score: 333690.2254, mean_absolute_error: 0.3332, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.58, predictive_accuracy: 0.6669, prior_entropy: 1, recall: 0.6669, relative_absolute_error: 0.6663, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5772, root_relative_squared_error: 1.1543,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6614, f_measure: 0.6984, kappa: 0.2678, kb_relative_information_score: 357197.2013, mean_absolute_error: 0.3279, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6939, predictive_accuracy: 0.706, prior_entropy: 1, recall: 0.706, relative_absolute_error: 0.6558, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4903, root_relative_squared_error: 0.9807,
Jason 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8084, f_measure: 0.7593, kappa: 0.4149, kb_relative_information_score: 436910.7255, mean_absolute_error: 0.2924, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.757, predictive_accuracy: 0.766, prior_entropy: 1, recall: 0.766, relative_absolute_error: 0.5848, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4021, root_relative_squared_error: 0.8042,
Jason 10 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5762, kb_relative_information_score: 399548, mean_absolute_error: 0.3002, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4897, predictive_accuracy: 0.6998, prior_entropy: 1, recall: 0.6998, relative_absolute_error: 0.6005, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5479, root_relative_squared_error: 1.0959,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7207, f_measure: 0.6994, kappa: 0.2618, kb_relative_information_score: 328546.188, mean_absolute_error: 0.3499, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6952, predictive_accuracy: 0.7146, prior_entropy: 1, recall: 0.7146, relative_absolute_error: 0.6997, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4403, root_relative_squared_error: 0.8805,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8, f_measure: 0.7556, kappa: 0.4021, kb_relative_information_score: 418465.8477, mean_absolute_error: 0.3029, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7543, predictive_accuracy: 0.7655, prior_entropy: 1, recall: 0.7655, relative_absolute_error: 0.6057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4011, root_relative_squared_error: 0.8021,
Jason 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5225, f_measure: 0.598, kappa: 0.0439, kb_relative_information_score: 195446.7296, mean_absolute_error: 0.4023, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5983, predictive_accuracy: 0.5977, prior_entropy: 1, recall: 0.5977, relative_absolute_error: 0.8046, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6338, root_relative_squared_error: 1.2676,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8244, f_measure: 0.773, kappa: 0.4447, kb_relative_information_score: 433704.6953, mean_absolute_error: 0.297, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7728, predictive_accuracy: 0.7821, prior_entropy: 1, recall: 0.7821, relative_absolute_error: 0.594, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3869, root_relative_squared_error: 0.7739,