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Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5379, f_measure: 0.4052, kappa: 0.075, kb_relative_information_score: 11151.1203, mean_absolute_error: 0.388, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4016, predictive_accuracy: 0.4198, prior_entropy: 1.585, ram_hours: 0, recall: 0.4198, relative_absolute_error: 0.873, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6196, root_relative_squared_error: 1.3145, run_cpu_time: 0.25,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6348, f_measure: 0.4693, kappa: 0.1759, kb_relative_information_score: 10685.4134, mean_absolute_error: 0.3926, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4681, predictive_accuracy: 0.4715, prior_entropy: 1.585, ram_hours: 0, recall: 0.4715, relative_absolute_error: 0.8833, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4603, root_relative_squared_error: 0.9764, run_cpu_time: 196.0464,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5564, f_measure: 0.2818, kappa: 0.0982, kb_relative_information_score: 5813.6941, mean_absolute_error: 0.4358, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3188, predictive_accuracy: 0.3464, prior_entropy: 1.585, ram_hours: 0, recall: 0.3464, relative_absolute_error: 0.9804, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6601, root_relative_squared_error: 1.4003, run_cpu_time: 0.244,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6988, f_measure: 0.5274, kappa: 0.2675, kb_relative_information_score: 12769.1608, mean_absolute_error: 0.3767, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5271, predictive_accuracy: 0.5278, prior_entropy: 1.585, ram_hours: 0, recall: 0.5278, relative_absolute_error: 0.8476, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4399, root_relative_squared_error: 0.9332, run_cpu_time: 0.4524,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2547, kb_relative_information_score: 11856.7702, mean_absolute_error: 0.3825, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.1816, predictive_accuracy: 0.4262, prior_entropy: 1.585, ram_hours: 0, recall: 0.4262, relative_absolute_error: 0.8607, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6185, root_relative_squared_error: 1.312, run_cpu_time: 0.6475,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6814, f_measure: 0.5098, kappa: 0.2485, kb_relative_information_score: 13448.4524, mean_absolute_error: 0.3716, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5145, predictive_accuracy: 0.508, prior_entropy: 1.585, ram_hours: 0, recall: 0.508, relative_absolute_error: 0.8361, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4512, root_relative_squared_error: 0.9571, run_cpu_time: 0.5185,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6342, f_measure: 0.469, kappa: 0.1756, kb_relative_information_score: 10695.7097, mean_absolute_error: 0.3925, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4678, predictive_accuracy: 0.4718, prior_entropy: 1.585, ram_hours: 0, recall: 0.4718, relative_absolute_error: 0.8832, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4604, root_relative_squared_error: 0.9766, run_cpu_time: 9.3817,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6988, f_measure: 0.5274, kappa: 0.2675, kb_relative_information_score: 12769.1608, mean_absolute_error: 0.3767, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5271, predictive_accuracy: 0.5278, prior_entropy: 1.585, ram_hours: 0, recall: 0.5278, relative_absolute_error: 0.8476, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4399, root_relative_squared_error: 0.9332, run_cpu_time: 0.4736,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.5383, kappa: 0.2843, kb_relative_information_score: 12444.7573, mean_absolute_error: 0.379, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5374, predictive_accuracy: 0.5401, prior_entropy: 1.585, ram_hours: 0, recall: 0.5401, relative_absolute_error: 0.8528, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4366, root_relative_squared_error: 0.9261, run_cpu_time: 2.4304,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6339, f_measure: 0.4582, kappa: 0.1713, kb_relative_information_score: 8390.0407, mean_absolute_error: 0.4045, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4584, predictive_accuracy: 0.4675, prior_entropy: 1.585, ram_hours: 0, recall: 0.4675, relative_absolute_error: 0.9102, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4517, root_relative_squared_error: 0.9583, run_cpu_time: 0.3907,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6485, f_measure: 0.5023, kappa: 0.2237, kb_relative_information_score: 12482.8468, mean_absolute_error: 0.379, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5038, predictive_accuracy: 0.5086, prior_entropy: 1.585, ram_hours: 0, recall: 0.5086, relative_absolute_error: 0.8528, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4619, root_relative_squared_error: 0.9798, run_cpu_time: 0.2482,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7143, f_measure: 0.5417, kappa: 0.2877, kb_relative_information_score: 12893.8566, mean_absolute_error: 0.376, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5409, predictive_accuracy: 0.5448, prior_entropy: 1.585, ram_hours: 0, recall: 0.5448, relative_absolute_error: 0.846, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.434, root_relative_squared_error: 0.9206, run_cpu_time: 4.8908,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4938, f_measure: 0.2548, kappa: -0.0002, kb_relative_information_score: 4364.4323, mean_absolute_error: 0.4307, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.247, predictive_accuracy: 0.4261, prior_entropy: 1.585, ram_hours: 0, recall: 0.4261, relative_absolute_error: 0.969, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4641, root_relative_squared_error: 0.9846, run_cpu_time: 0.3059,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6893, f_measure: 0.5137, kappa: 0.2584, kb_relative_information_score: 13392.2383, mean_absolute_error: 0.3712, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5216, predictive_accuracy: 0.5117, prior_entropy: 1.585, ram_hours: 0, recall: 0.5117, relative_absolute_error: 0.8351, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4478, root_relative_squared_error: 0.9499, run_cpu_time: 0.3363,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7022, f_measure: 0.5277, kappa: 0.2674, kb_relative_information_score: 12541.3128, mean_absolute_error: 0.3784, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5269, predictive_accuracy: 0.5291, prior_entropy: 1.585, ram_hours: 0, recall: 0.5291, relative_absolute_error: 0.8513, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.438, root_relative_squared_error: 0.9292, run_cpu_time: 3.72,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6174, f_measure: 0.4861, kappa: 0.1998, kb_relative_information_score: 12948.0963, mean_absolute_error: 0.3768, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4861, predictive_accuracy: 0.4931, prior_entropy: 1.585, ram_hours: 0, recall: 0.4931, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4915, root_relative_squared_error: 1.0426, run_cpu_time: 0.3299,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6419, f_measure: 0.5029, kappa: 0.2329, kb_relative_information_score: 13734.3684, mean_absolute_error: 0.3719, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5034, predictive_accuracy: 0.506, prior_entropy: 1.585, ram_hours: 0, recall: 0.506, relative_absolute_error: 0.8369, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4699, root_relative_squared_error: 0.9969, run_cpu_time: 0.4108,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6962, f_measure: 0.5244, kappa: 0.261, kb_relative_information_score: 12682.2095, mean_absolute_error: 0.3774, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5237, predictive_accuracy: 0.5262, prior_entropy: 1.585, ram_hours: 0, recall: 0.5262, relative_absolute_error: 0.8492, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4405, root_relative_squared_error: 0.9344, run_cpu_time: 0.534,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7022, f_measure: 0.5277, kappa: 0.2674, kb_relative_information_score: 12541.3128, mean_absolute_error: 0.3784, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5269, predictive_accuracy: 0.5291, prior_entropy: 1.585, ram_hours: 0, recall: 0.5291, relative_absolute_error: 0.8513, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.438, root_relative_squared_error: 0.9292, run_cpu_time: 1.1884,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, f_measure: 0.3551, kappa: 0.0018, kb_relative_information_score: 6473.5859, mean_absolute_error: 0.4299, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3551, predictive_accuracy: 0.3551, prior_entropy: 1.585, ram_hours: 0, recall: 0.3551, relative_absolute_error: 0.9674, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6557, root_relative_squared_error: 1.3909, run_cpu_time: 0.1797,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.2547, kb_relative_information_score: 11637.1402, mean_absolute_error: 0.3837, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.1816, predictive_accuracy: 0.4262, prior_entropy: 1.585, ram_hours: 0, recall: 0.4262, relative_absolute_error: 0.8633, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6162, root_relative_squared_error: 1.3071, run_cpu_time: 2.2554,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5134, f_measure: 0.2645, kappa: 0.022, kb_relative_information_score: 3787.4701, mean_absolute_error: 0.4536, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.2492, predictive_accuracy: 0.3196, prior_entropy: 1.585, ram_hours: 0, recall: 0.3196, relative_absolute_error: 1.0206, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6735, root_relative_squared_error: 1.4287, run_cpu_time: 0.1248,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5982, f_measure: 0.3953, kappa: 0.0953, kb_relative_information_score: 6985.2329, mean_absolute_error: 0.41, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4213, predictive_accuracy: 0.444, prior_entropy: 1.585, ram_hours: 0, recall: 0.444, relative_absolute_error: 0.9224, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4564, root_relative_squared_error: 0.9683, run_cpu_time: 3.42,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7022, f_measure: 0.5292, kappa: 0.2697, kb_relative_information_score: 12299.734, mean_absolute_error: 0.3798, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5285, predictive_accuracy: 0.5301, prior_entropy: 1.585, ram_hours: 0, recall: 0.5301, relative_absolute_error: 0.8546, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4379, root_relative_squared_error: 0.929, run_cpu_time: 4.28,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2547, kb_relative_information_score: 11856.7702, mean_absolute_error: 0.3825, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.1816, predictive_accuracy: 0.4262, prior_entropy: 1.585, ram_hours: 0, recall: 0.4262, relative_absolute_error: 0.8607, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6185, root_relative_squared_error: 1.312, run_cpu_time: 0.2301,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6685, f_measure: 0.5226, kappa: 0.2654, kb_relative_information_score: 16314.9382, mean_absolute_error: 0.3491, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.525, predictive_accuracy: 0.5215, prior_entropy: 1.585, recall: 0.5215, relative_absolute_error: 0.7855, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4882, root_relative_squared_error: 1.0357,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6616, f_measure: 0.5173, kappa: 0.2618, kb_relative_information_score: 15640.9569, mean_absolute_error: 0.3551, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.522, predictive_accuracy: 0.518, prior_entropy: 1.585, recall: 0.518, relative_absolute_error: 0.7989, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4875, root_relative_squared_error: 1.0341,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6622, f_measure: 0.5215, kappa: 0.2608, kb_relative_information_score: 17830.505, mean_absolute_error: 0.3309, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5216, predictive_accuracy: 0.522, prior_entropy: 1.585, recall: 0.522, relative_absolute_error: 0.7444, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5063, root_relative_squared_error: 1.074,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6332, f_measure: 0.5273, kappa: 0.2673, kb_relative_information_score: 19545.4687, mean_absolute_error: 0.3148, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.527, predictive_accuracy: 0.5278, prior_entropy: 1.585, recall: 0.5278, relative_absolute_error: 0.7084, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5611, root_relative_squared_error: 1.1903,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6332, f_measure: 0.5273, kappa: 0.2673, kb_relative_information_score: 19545.4687, mean_absolute_error: 0.3148, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.527, predictive_accuracy: 0.5278, prior_entropy: 1.585, recall: 0.5278, relative_absolute_error: 0.7084, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5611, root_relative_squared_error: 1.1903,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6332, f_measure: 0.5273, kappa: 0.2673, kb_relative_information_score: 19545.4687, mean_absolute_error: 0.3148, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.527, predictive_accuracy: 0.5278, prior_entropy: 1.585, recall: 0.5278, relative_absolute_error: 0.7084, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5611, root_relative_squared_error: 1.1903,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6332, f_measure: 0.5273, kappa: 0.2672, kb_relative_information_score: 19544.0996, mean_absolute_error: 0.3148, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5269, predictive_accuracy: 0.5277, prior_entropy: 1.585, recall: 0.5277, relative_absolute_error: 0.7084, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5611, root_relative_squared_error: 1.1903,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6339, f_measure: 0.5276, kappa: 0.2683, kb_relative_information_score: 19541.3614, mean_absolute_error: 0.3149, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5275, predictive_accuracy: 0.5277, prior_entropy: 1.585, recall: 0.5277, relative_absolute_error: 0.7084, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5611, root_relative_squared_error: 1.1903,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6678, f_measure: 0.5232, kappa: 0.2664, kb_relative_information_score: 13819.0218, mean_absolute_error: 0.3725, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5254, predictive_accuracy: 0.5225, prior_entropy: 1.585, recall: 0.5225, relative_absolute_error: 0.8381, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4676, root_relative_squared_error: 0.992,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5564, f_measure: 0.2818, kappa: 0.0982, kb_relative_information_score: 5813.6941, mean_absolute_error: 0.4358, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3188, predictive_accuracy: 0.3464, prior_entropy: 1.585, recall: 0.3464, relative_absolute_error: 0.9804, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6601, root_relative_squared_error: 1.4003,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5907, f_measure: 0.2878, kappa: 0.1036, kb_relative_information_score: 6310.2729, mean_absolute_error: 0.4423, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3199, predictive_accuracy: 0.3522, prior_entropy: 1.585, recall: 0.3522, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.538, root_relative_squared_error: 1.1412,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6988, f_measure: 0.5274, kappa: 0.2675, kb_relative_information_score: 12769.1608, mean_absolute_error: 0.3767, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5271, predictive_accuracy: 0.5278, prior_entropy: 1.585, recall: 0.5278, relative_absolute_error: 0.8476, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4399, root_relative_squared_error: 0.9332,
Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6988, f_measure: 0.5274, kappa: 0.2675, kb_relative_information_score: 12769.1608, mean_absolute_error: 0.3767, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5271, predictive_accuracy: 0.5278, prior_entropy: 1.585, recall: 0.5278, relative_absolute_error: 0.8476, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4399, root_relative_squared_error: 0.9332,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6657, f_measure: 0.5242, kappa: 0.2657, kb_relative_information_score: 17988.4222, mean_absolute_error: 0.3301, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.525, predictive_accuracy: 0.5237, prior_entropy: 1.585, recall: 0.5237, relative_absolute_error: 0.7427, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5065, root_relative_squared_error: 1.0745,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.654, f_measure: 0.5279, kappa: 0.2687, kb_relative_information_score: 19443.1866, mean_absolute_error: 0.3201, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5278, predictive_accuracy: 0.5279, prior_entropy: 1.585, recall: 0.5279, relative_absolute_error: 0.7202, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5347, root_relative_squared_error: 1.1342,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.633, f_measure: 0.5267, kappa: 0.2667, kb_relative_information_score: 19477.0151, mean_absolute_error: 0.3154, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5266, predictive_accuracy: 0.5269, prior_entropy: 1.585, recall: 0.5269, relative_absolute_error: 0.7097, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5616, root_relative_squared_error: 1.1914,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.634, f_measure: 0.5277, kappa: 0.2685, kb_relative_information_score: 19550.9449, mean_absolute_error: 0.3148, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5277, predictive_accuracy: 0.5278, prior_entropy: 1.585, recall: 0.5278, relative_absolute_error: 0.7083, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5611, root_relative_squared_error: 1.1902,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6341, f_measure: 0.5278, kappa: 0.2687, kb_relative_information_score: 19556.4212, mean_absolute_error: 0.3147, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5278, predictive_accuracy: 0.5279, prior_entropy: 1.585, recall: 0.5279, relative_absolute_error: 0.7081, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.561, root_relative_squared_error: 1.1901,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6303, f_measure: 0.5248, kappa: 0.2622, kb_relative_information_score: 19448.2647, mean_absolute_error: 0.3157, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.524, predictive_accuracy: 0.5265, prior_entropy: 1.585, recall: 0.5265, relative_absolute_error: 0.7103, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5619, root_relative_squared_error: 1.1919,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6303, f_measure: 0.5248, kappa: 0.2622, kb_relative_information_score: 19449.6337, mean_absolute_error: 0.3157, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.524, predictive_accuracy: 0.5265, prior_entropy: 1.585, recall: 0.5265, relative_absolute_error: 0.7103, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5618, root_relative_squared_error: 1.1919,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5184, f_measure: 0.2712, kappa: 0.0316, kb_relative_information_score: 4501.1304, mean_absolute_error: 0.4473, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.2519, predictive_accuracy: 0.329, prior_entropy: 1.585, recall: 0.329, relative_absolute_error: 1.0065, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6682, root_relative_squared_error: 1.4174,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, f_measure: 0.3551, kappa: 0.0018, kb_relative_information_score: 6473.5859, mean_absolute_error: 0.4299, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3551, predictive_accuracy: 0.3551, prior_entropy: 1.585, recall: 0.3551, relative_absolute_error: 0.9674, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6557, root_relative_squared_error: 1.3909,
Joaquin Vanschoren 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6339, f_measure: 0.4582, kappa: 0.1713, kb_relative_information_score: 8390.0407, mean_absolute_error: 0.4045, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4584, predictive_accuracy: 0.4675, prior_entropy: 1.585, recall: 0.4675, relative_absolute_error: 0.9102, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4517, root_relative_squared_error: 0.9583,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4938, f_measure: 0.2548, kappa: -0.0002, kb_relative_information_score: 4364.4323, mean_absolute_error: 0.4307, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.247, predictive_accuracy: 0.4261, prior_entropy: 1.585, recall: 0.4261, relative_absolute_error: 0.969, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4641, root_relative_squared_error: 0.9846,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6341, f_measure: 0.5279, kappa: 0.2688, kb_relative_information_score: 19559.1594, mean_absolute_error: 0.3147, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5278, predictive_accuracy: 0.5279, prior_entropy: 1.585, recall: 0.5279, relative_absolute_error: 0.7081, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.561, root_relative_squared_error: 1.19,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6339, f_measure: 0.5277, kappa: 0.2684, kb_relative_information_score: 19549.5759, mean_absolute_error: 0.3148, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5276, predictive_accuracy: 0.5278, prior_entropy: 1.585, recall: 0.5278, relative_absolute_error: 0.7083, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5611, root_relative_squared_error: 1.1902,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6341, f_measure: 0.5278, kappa: 0.2687, kb_relative_information_score: 19555.0521, mean_absolute_error: 0.3147, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5278, predictive_accuracy: 0.5279, prior_entropy: 1.585, recall: 0.5279, relative_absolute_error: 0.7082, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.561, root_relative_squared_error: 1.1901,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6338, f_measure: 0.5274, kappa: 0.2681, kb_relative_information_score: 19524.9326, mean_absolute_error: 0.315, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5274, predictive_accuracy: 0.5275, prior_entropy: 1.585, recall: 0.5275, relative_absolute_error: 0.7088, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5613, root_relative_squared_error: 1.1906,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6332, f_measure: 0.5269, kappa: 0.267, kb_relative_information_score: 19497.5512, mean_absolute_error: 0.3152, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5268, predictive_accuracy: 0.5271, prior_entropy: 1.585, recall: 0.5271, relative_absolute_error: 0.7093, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5615, root_relative_squared_error: 1.1911,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6709, f_measure: 0.5234, kappa: 0.266, kb_relative_information_score: 14888.0224, mean_absolute_error: 0.3632, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5254, predictive_accuracy: 0.5224, prior_entropy: 1.585, recall: 0.5224, relative_absolute_error: 0.8172, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4711, root_relative_squared_error: 0.9993,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6534, f_measure: 0.5175, kappa: 0.261, kb_relative_information_score: 19427.9255, mean_absolute_error: 0.3202, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5216, predictive_accuracy: 0.5226, prior_entropy: 1.585, recall: 0.5226, relative_absolute_error: 0.7205, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5348, root_relative_squared_error: 1.1344,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5982, f_measure: 0.3953, kappa: 0.0953, kb_relative_information_score: 6985.2329, mean_absolute_error: 0.41, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4213, predictive_accuracy: 0.444, prior_entropy: 1.585, recall: 0.444, relative_absolute_error: 0.9224, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4564, root_relative_squared_error: 0.9683,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7034, f_measure: 0.5299, kappa: 0.2707, kb_relative_information_score: 12590.4091, mean_absolute_error: 0.3781, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5291, predictive_accuracy: 0.5313, prior_entropy: 1.585, recall: 0.5313, relative_absolute_error: 0.8507, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4377, root_relative_squared_error: 0.9285,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7037, f_measure: 0.5306, kappa: 0.272, kb_relative_information_score: 12571.6515, mean_absolute_error: 0.3782, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5298, predictive_accuracy: 0.5318, prior_entropy: 1.585, recall: 0.5318, relative_absolute_error: 0.851, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4376, root_relative_squared_error: 0.9282,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6963, f_measure: 0.5262, kappa: 0.2726, kb_relative_information_score: 9433.7884, mean_absolute_error: 0.3982, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5303, predictive_accuracy: 0.5245, prior_entropy: 1.585, recall: 0.5245, relative_absolute_error: 0.8959, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4425, root_relative_squared_error: 0.9386,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7011, f_measure: 0.5294, kappa: 0.2702, kb_relative_information_score: 12472.7676, mean_absolute_error: 0.379, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5286, predictive_accuracy: 0.5306, prior_entropy: 1.585, recall: 0.5306, relative_absolute_error: 0.8528, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4384, root_relative_squared_error: 0.93,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6981, f_measure: 0.5259, kappa: 0.265, kb_relative_information_score: 12807.7778, mean_absolute_error: 0.3764, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5255, predictive_accuracy: 0.5264, prior_entropy: 1.585, recall: 0.5264, relative_absolute_error: 0.8468, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4401, root_relative_squared_error: 0.9336,
Joaquin Vanschoren 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6969, f_measure: 0.5261, kappa: 0.2725, kb_relative_information_score: 9433.86, mean_absolute_error: 0.3982, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5304, predictive_accuracy: 0.5244, prior_entropy: 1.585, recall: 0.5244, relative_absolute_error: 0.8959, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4424, root_relative_squared_error: 0.9384,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7034, f_measure: 0.5299, kappa: 0.2707, kb_relative_information_score: 12590.4091, mean_absolute_error: 0.3781, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5291, predictive_accuracy: 0.5313, prior_entropy: 1.585, recall: 0.5313, relative_absolute_error: 0.8507, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4377, root_relative_squared_error: 0.9285,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.71, f_measure: 0.537, kappa: 0.2812, kb_relative_information_score: 12667.081, mean_absolute_error: 0.3775, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5361, predictive_accuracy: 0.5394, prior_entropy: 1.585, recall: 0.5394, relative_absolute_error: 0.8493, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4352, root_relative_squared_error: 0.9232,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6299, f_measure: 0.5211, kappa: 0.2598, kb_relative_information_score: 19006.055, mean_absolute_error: 0.3196, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5216, predictive_accuracy: 0.5206, prior_entropy: 1.585, recall: 0.5206, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5653, root_relative_squared_error: 1.1992,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6334, f_measure: 0.5265, kappa: 0.2671, kb_relative_information_score: 19441.4193, mean_absolute_error: 0.3157, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5267, predictive_accuracy: 0.5264, prior_entropy: 1.585, recall: 0.5264, relative_absolute_error: 0.7104, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5619, root_relative_squared_error: 1.192,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6332, f_measure: 0.5263, kappa: 0.2667, kb_relative_information_score: 19422.2523, mean_absolute_error: 0.3159, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5264, predictive_accuracy: 0.5261, prior_entropy: 1.585, recall: 0.5261, relative_absolute_error: 0.7108, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5621, root_relative_squared_error: 1.1923,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6336, f_measure: 0.5268, kappa: 0.2675, kb_relative_information_score: 19457.8482, mean_absolute_error: 0.3156, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5269, predictive_accuracy: 0.5266, prior_entropy: 1.585, recall: 0.5266, relative_absolute_error: 0.7101, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5618, root_relative_squared_error: 1.1917,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6325, f_measure: 0.5245, kappa: 0.2651, kb_relative_information_score: 19264.8093, mean_absolute_error: 0.3173, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5251, predictive_accuracy: 0.5241, prior_entropy: 1.585, recall: 0.5241, relative_absolute_error: 0.7139, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5633, root_relative_squared_error: 1.1949,
Joaquin Vanschoren 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7162, f_measure: 0.5426, kappa: 0.2897, kb_relative_information_score: 12804.0169, mean_absolute_error: 0.3767, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5418, predictive_accuracy: 0.5458, prior_entropy: 1.585, recall: 0.5458, relative_absolute_error: 0.8475, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4334, root_relative_squared_error: 0.9194,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7011, f_measure: 0.5294, kappa: 0.2702, kb_relative_information_score: 12472.7676, mean_absolute_error: 0.379, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5286, predictive_accuracy: 0.5306, prior_entropy: 1.585, recall: 0.5306, relative_absolute_error: 0.8528, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4384, root_relative_squared_error: 0.93,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6977, f_measure: 0.5263, kappa: 0.2667, kb_relative_information_score: 12824.6579, mean_absolute_error: 0.3762, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5264, predictive_accuracy: 0.5261, prior_entropy: 1.585, recall: 0.5261, relative_absolute_error: 0.8465, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4405, root_relative_squared_error: 0.9345,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6963, f_measure: 0.5262, kappa: 0.2726, kb_relative_information_score: 9433.7884, mean_absolute_error: 0.3982, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5303, predictive_accuracy: 0.5245, prior_entropy: 1.585, recall: 0.5245, relative_absolute_error: 0.8959, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4425, root_relative_squared_error: 0.9386,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7011, f_measure: 0.5294, kappa: 0.2702, kb_relative_information_score: 12472.7676, mean_absolute_error: 0.379, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5286, predictive_accuracy: 0.5306, prior_entropy: 1.585, recall: 0.5306, relative_absolute_error: 0.8528, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4384, root_relative_squared_error: 0.93,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6915, f_measure: 0.5215, kappa: 0.2651, kb_relative_information_score: 9449.241, mean_absolute_error: 0.3982, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5255, predictive_accuracy: 0.5197, prior_entropy: 1.585, recall: 0.5197, relative_absolute_error: 0.8959, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4433, root_relative_squared_error: 0.9403,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7011, f_measure: 0.5294, kappa: 0.2702, kb_relative_information_score: 12472.7676, mean_absolute_error: 0.379, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5286, predictive_accuracy: 0.5306, prior_entropy: 1.585, recall: 0.5306, relative_absolute_error: 0.8528, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4384, root_relative_squared_error: 0.93,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6341, f_measure: 0.5279, kappa: 0.2688, kb_relative_information_score: 19559.1594, mean_absolute_error: 0.3147, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5278, predictive_accuracy: 0.5279, prior_entropy: 1.585, recall: 0.5279, relative_absolute_error: 0.7081, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.561, root_relative_squared_error: 1.19,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6097, f_measure: 0.4938, kappa: 0.2192, kb_relative_information_score: 16845.6621, mean_absolute_error: 0.3386, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4969, predictive_accuracy: 0.4921, prior_entropy: 1.585, recall: 0.4921, relative_absolute_error: 0.7619, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5819, root_relative_squared_error: 1.2344,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7031, f_measure: 0.5297, kappa: 0.2706, kb_relative_information_score: 12533.6983, mean_absolute_error: 0.3785, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5289, predictive_accuracy: 0.5309, prior_entropy: 1.585, recall: 0.5309, relative_absolute_error: 0.8517, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4378, root_relative_squared_error: 0.9288,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6331, f_measure: 0.5263, kappa: 0.2667, kb_relative_information_score: 19427.7286, mean_absolute_error: 0.3159, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5264, predictive_accuracy: 0.5262, prior_entropy: 1.585, recall: 0.5262, relative_absolute_error: 0.7107, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.562, root_relative_squared_error: 1.1922,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6306, f_measure: 0.522, kappa: 0.2614, kb_relative_information_score: 19078.6157, mean_absolute_error: 0.3189, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5226, predictive_accuracy: 0.5216, prior_entropy: 1.585, recall: 0.5216, relative_absolute_error: 0.7176, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5647, root_relative_squared_error: 1.198,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6332, f_measure: 0.5263, kappa: 0.2667, kb_relative_information_score: 19422.2523, mean_absolute_error: 0.3159, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5264, predictive_accuracy: 0.5261, prior_entropy: 1.585, recall: 0.5261, relative_absolute_error: 0.7108, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5621, root_relative_squared_error: 1.1923,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6272, f_measure: 0.5172, kappa: 0.2546, kb_relative_information_score: 18702.1214, mean_absolute_error: 0.3223, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.518, predictive_accuracy: 0.5166, prior_entropy: 1.585, recall: 0.5166, relative_absolute_error: 0.7251, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5677, root_relative_squared_error: 1.2042,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7037, f_measure: 0.5306, kappa: 0.272, kb_relative_information_score: 12571.6515, mean_absolute_error: 0.3782, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5298, predictive_accuracy: 0.5318, prior_entropy: 1.585, recall: 0.5318, relative_absolute_error: 0.851, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4376, root_relative_squared_error: 0.9282,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6305, f_measure: 0.5218, kappa: 0.2611, kb_relative_information_score: 19058.0796, mean_absolute_error: 0.3191, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5224, predictive_accuracy: 0.5213, prior_entropy: 1.585, recall: 0.5213, relative_absolute_error: 0.718, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5649, root_relative_squared_error: 1.1983,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6306, f_measure: 0.522, kappa: 0.2614, kb_relative_information_score: 19078.6157, mean_absolute_error: 0.3189, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5226, predictive_accuracy: 0.5216, prior_entropy: 1.585, recall: 0.5216, relative_absolute_error: 0.7176, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5647, root_relative_squared_error: 1.198,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7025, f_measure: 0.5285, kappa: 0.2684, kb_relative_information_score: 12539.3396, mean_absolute_error: 0.3785, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5276, predictive_accuracy: 0.5301, prior_entropy: 1.585, recall: 0.5301, relative_absolute_error: 0.8515, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4379, root_relative_squared_error: 0.929,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6341, f_measure: 0.5278, kappa: 0.2686, kb_relative_information_score: 19555.0521, mean_absolute_error: 0.3147, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5278, predictive_accuracy: 0.5279, prior_entropy: 1.585, recall: 0.5279, relative_absolute_error: 0.7082, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.561, root_relative_squared_error: 1.1901,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6332, f_measure: 0.5273, kappa: 0.2673, kb_relative_information_score: 19542.7305, mean_absolute_error: 0.3149, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.527, predictive_accuracy: 0.5277, prior_entropy: 1.585, recall: 0.5277, relative_absolute_error: 0.7084, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5611, root_relative_squared_error: 1.1903,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6698, f_measure: 0.5177, kappa: 0.2534, kb_relative_information_score: 15720.8371, mean_absolute_error: 0.3535, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5172, predictive_accuracy: 0.5182, prior_entropy: 1.585, recall: 0.5182, relative_absolute_error: 0.7954, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4733, root_relative_squared_error: 1.0039,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6688, f_measure: 0.5181, kappa: 0.2538, kb_relative_information_score: 17086.3605, mean_absolute_error: 0.3423, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5173, predictive_accuracy: 0.5194, prior_entropy: 1.585, recall: 0.5194, relative_absolute_error: 0.7703, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4831, root_relative_squared_error: 1.0249,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.63, f_measure: 0.525, kappa: 0.262, kb_relative_information_score: 19503.0275, mean_absolute_error: 0.3152, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5241, predictive_accuracy: 0.5272, prior_entropy: 1.585, recall: 0.5272, relative_absolute_error: 0.7092, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5614, root_relative_squared_error: 1.191,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6306, f_measure: 0.5252, kappa: 0.2628, kb_relative_information_score: 19489.3368, mean_absolute_error: 0.3153, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5243, predictive_accuracy: 0.527, prior_entropy: 1.585, recall: 0.527, relative_absolute_error: 0.7095, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5615, root_relative_squared_error: 1.1912,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.63, f_measure: 0.525, kappa: 0.2619, kb_relative_information_score: 19500.2893, mean_absolute_error: 0.3152, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5241, predictive_accuracy: 0.5272, prior_entropy: 1.585, recall: 0.5272, relative_absolute_error: 0.7093, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5614, root_relative_squared_error: 1.191,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6303, f_measure: 0.5248, kappa: 0.2622, kb_relative_information_score: 19449.6337, mean_absolute_error: 0.3157, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.524, predictive_accuracy: 0.5265, prior_entropy: 1.585, recall: 0.5265, relative_absolute_error: 0.7103, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5618, root_relative_squared_error: 1.1919,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6645, f_measure: 0.5239, kappa: 0.2651, kb_relative_information_score: 18011.997, mean_absolute_error: 0.3299, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5245, predictive_accuracy: 0.5238, prior_entropy: 1.585, recall: 0.5238, relative_absolute_error: 0.7422, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.508, root_relative_squared_error: 1.0777,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6539, f_measure: 0.5278, kappa: 0.2686, kb_relative_information_score: 19439.1998, mean_absolute_error: 0.3201, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5278, predictive_accuracy: 0.5279, prior_entropy: 1.585, recall: 0.5279, relative_absolute_error: 0.7203, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5347, root_relative_squared_error: 1.1342,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6341, f_measure: 0.5278, kappa: 0.2686, kb_relative_information_score: 19555.0521, mean_absolute_error: 0.3147, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5278, predictive_accuracy: 0.5279, prior_entropy: 1.585, recall: 0.5279, relative_absolute_error: 0.7082, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.561, root_relative_squared_error: 1.1901,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6638, f_measure: 0.5149, kappa: 0.2489, kb_relative_information_score: 16948.1203, mean_absolute_error: 0.3437, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5141, predictive_accuracy: 0.518, prior_entropy: 1.585, recall: 0.518, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4827, root_relative_squared_error: 1.0239,