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Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.762, f_measure: 0.7754, kappa: 0.4862, kb_relative_information_score: 417706.6054, mean_absolute_error: 0.3094, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7803, predictive_accuracy: 0.7849, prior_entropy: 1, ram_hours: 0, recall: 0.7849, relative_absolute_error: 0.6187, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4038, root_relative_squared_error: 0.8075, run_cpu_time: 9.39,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5275, kb_relative_information_score: 323852, mean_absolute_error: 0.3381, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4384, predictive_accuracy: 0.6621, prior_entropy: 1, ram_hours: 0.0024, recall: 0.6621, relative_absolute_error: 0.6761, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5812, root_relative_squared_error: 1.1625, run_cpu_time: 59.6527,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5275, kb_relative_information_score: 324164, mean_absolute_error: 0.3379, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4384, predictive_accuracy: 0.6621, prior_entropy: 1, ram_hours: 0, recall: 0.6621, relative_absolute_error: 0.6758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5813, root_relative_squared_error: 1.1626, run_cpu_time: 8.7475,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8434, f_measure: 0.7822, kappa: 0.5026, kb_relative_information_score: 517024.6648, mean_absolute_error: 0.249, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7853, predictive_accuracy: 0.79, prior_entropy: 1, ram_hours: 0, recall: 0.79, relative_absolute_error: 0.4979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3921, root_relative_squared_error: 0.7842, run_cpu_time: 14.43,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7415, f_measure: 0.7572, kappa: 0.4454, kb_relative_information_score: 477098.2668, mean_absolute_error: 0.268, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7596, predictive_accuracy: 0.7665, prior_entropy: 1, ram_hours: 0.0046, recall: 0.7665, relative_absolute_error: 0.536, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4401, root_relative_squared_error: 0.8803, run_cpu_time: 127.699,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7266, f_measure: 0.7611, kappa: 0.4614, kb_relative_information_score: 526630, mean_absolute_error: 0.2367, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7597, predictive_accuracy: 0.7635, prior_entropy: 1, ram_hours: 0, recall: 0.7635, relative_absolute_error: 0.4734, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4862, root_relative_squared_error: 0.9725, run_cpu_time: 16.5107,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, f_measure: 0.5275, kappa: -0, kb_relative_information_score: 130916.5429, mean_absolute_error: 0.4476, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4384, predictive_accuracy: 0.6621, prior_entropy: 1, ram_hours: 0, recall: 0.6621, relative_absolute_error: 0.8953, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.473, root_relative_squared_error: 0.946, run_cpu_time: 8.702,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.8069, kappa: 0.5591, kb_relative_information_score: 552764.7705, mean_absolute_error: 0.2324, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8137, prior_entropy: 1, ram_hours: 0, recall: 0.8137, relative_absolute_error: 0.4648, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3697, root_relative_squared_error: 0.7394, run_cpu_time: 11.4684,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6497, f_measure: 0.691, kappa: 0.3043, kb_relative_information_score: 387372, mean_absolute_error: 0.3063, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6891, predictive_accuracy: 0.6937, prior_entropy: 1, ram_hours: 0, recall: 0.6937, relative_absolute_error: 0.6126, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5535, root_relative_squared_error: 1.1069, run_cpu_time: 8.3684,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5275, kb_relative_information_score: 126629.6899, mean_absolute_error: 0.4496, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4384, predictive_accuracy: 0.6621, prior_entropy: 1, ram_hours: 0, recall: 0.6621, relative_absolute_error: 0.8992, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4731, root_relative_squared_error: 0.9461, run_cpu_time: 7.6266,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5731, f_measure: 0.6172, kappa: 0.1458, kb_relative_information_score: 233372, mean_absolute_error: 0.3833, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6178, predictive_accuracy: 0.6167, prior_entropy: 1, ram_hours: 0, recall: 0.6167, relative_absolute_error: 0.7666, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6191, root_relative_squared_error: 1.2382, run_cpu_time: 6.8784,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5526, kappa: 0.0001, kb_relative_information_score: 105154, mean_absolute_error: 0.4474, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5526, predictive_accuracy: 0.5526, prior_entropy: 1, ram_hours: 0, recall: 0.5526, relative_absolute_error: 0.8948, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6689, root_relative_squared_error: 1.3378, run_cpu_time: 7.6281,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5275, kb_relative_information_score: 324164, mean_absolute_error: 0.3379, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4384, predictive_accuracy: 0.6621, prior_entropy: 1, ram_hours: 0.0023, recall: 0.6621, relative_absolute_error: 0.6758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5813, root_relative_squared_error: 1.1626, run_cpu_time: 76.0447,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8067, f_measure: 0.7577, kappa: 0.4443, kb_relative_information_score: 417210.1352, mean_absolute_error: 0.3051, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7661, predictive_accuracy: 0.7709, prior_entropy: 1, ram_hours: 0.2808, recall: 0.7709, relative_absolute_error: 0.6102, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.8052, run_cpu_time: 1406.09,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7415, f_measure: 0.7572, kappa: 0.4454, kb_relative_information_score: 477098.2668, mean_absolute_error: 0.268, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7596, predictive_accuracy: 0.7665, prior_entropy: 1, ram_hours: 0.0055, recall: 0.7665, relative_absolute_error: 0.536, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4401, root_relative_squared_error: 0.8803, run_cpu_time: 155.85,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7616, f_measure: 0.6565, kappa: 0.226, kb_relative_information_score: 335401.4186, mean_absolute_error: 0.3442, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7336, predictive_accuracy: 0.7151, prior_entropy: 1, ram_hours: 0, recall: 0.7151, relative_absolute_error: 0.6883, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4287, root_relative_squared_error: 0.8574, run_cpu_time: 499.9419,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7111, f_measure: 0.7344, kappa: 0.3922, kb_relative_information_score: 444617.6497, mean_absolute_error: 0.2831, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.737, predictive_accuracy: 0.7462, prior_entropy: 1, ram_hours: 0.0024, recall: 0.7462, relative_absolute_error: 0.5661, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.46, root_relative_squared_error: 0.9201, run_cpu_time: 96.6827,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7631, f_measure: 0.6606, kappa: 0.234, kb_relative_information_score: 335436.5178, mean_absolute_error: 0.3442, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7334, predictive_accuracy: 0.7168, prior_entropy: 1, ram_hours: 0.0016, recall: 0.7168, relative_absolute_error: 0.6883, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4286, root_relative_squared_error: 0.8571, run_cpu_time: 9033.9451,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7581, f_measure: 0.7352, kappa: 0.3957, kb_relative_information_score: 369590.9774, mean_absolute_error: 0.3275, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7354, predictive_accuracy: 0.7444, prior_entropy: 1, ram_hours: 0.0001, recall: 0.7444, relative_absolute_error: 0.655, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4284, root_relative_squared_error: 0.8568, run_cpu_time: 18.679,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6998, f_measure: 0.757, kappa: 0.4419, kb_relative_information_score: 548524, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7745, predictive_accuracy: 0.7744, prior_entropy: 1, ram_hours: 0, recall: 0.7744, relative_absolute_error: 0.4515, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4749, root_relative_squared_error: 0.9497, run_cpu_time: 7.8006,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5822, f_measure: 0.5906, kappa: 0.085, kb_relative_information_score: 156623.0692, mean_absolute_error: 0.435, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6327, predictive_accuracy: 0.6685, prior_entropy: 1, ram_hours: 0.0036, recall: 0.6685, relative_absolute_error: 0.87, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4678, root_relative_squared_error: 0.9355, run_cpu_time: 131.003,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6395, f_measure: 0.6606, kappa: 0.2234, kb_relative_information_score: 311486.698, mean_absolute_error: 0.3489, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6575, predictive_accuracy: 0.6754, prior_entropy: 1, ram_hours: 0.0142, recall: 0.6754, relative_absolute_error: 0.6978, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5029, root_relative_squared_error: 1.0058, run_cpu_time: 1563.33,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_SGD(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6153, f_measure: 0.6805, kappa: 0.2791, kb_relative_information_score: 467184, mean_absolute_error: 0.2664, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7336, prior_entropy: 1, recall: 0.7336, relative_absolute_error: 0.5328, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5161, root_relative_squared_error: 1.0323,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6497, f_measure: 0.691, kappa: 0.3043, kb_relative_information_score: 387372, mean_absolute_error: 0.3063, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6891, predictive_accuracy: 0.6937, prior_entropy: 1, recall: 0.6937, relative_absolute_error: 0.6126, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5535, root_relative_squared_error: 1.1069,
Joaquin Vanschoren 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7581, f_measure: 0.7352, kappa: 0.3957, kb_relative_information_score: 369590.9774, mean_absolute_error: 0.3275, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7354, predictive_accuracy: 0.7444, prior_entropy: 1, recall: 0.7444, relative_absolute_error: 0.655, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4284, root_relative_squared_error: 0.8568,
Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7415, f_measure: 0.7572, kappa: 0.4454, kb_relative_information_score: 477098.2668, mean_absolute_error: 0.268, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7596, predictive_accuracy: 0.7665, prior_entropy: 1, recall: 0.7665, relative_absolute_error: 0.536, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4401, root_relative_squared_error: 0.8803,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, f_measure: 0.8069, kappa: 0.5591, kb_relative_information_score: 627352, mean_absolute_error: 0.1863, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8137, prior_entropy: 1, recall: 0.8137, relative_absolute_error: 0.3726, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4317, root_relative_squared_error: 0.8633,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5275, kb_relative_information_score: 324164, mean_absolute_error: 0.3379, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4384, predictive_accuracy: 0.6621, prior_entropy: 1, recall: 0.6621, relative_absolute_error: 0.6758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5813, root_relative_squared_error: 1.1626,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5839, f_measure: 0.6445, kappa: 0.2088, kb_relative_information_score: 430700, mean_absolute_error: 0.2847, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7676, predictive_accuracy: 0.7154, prior_entropy: 1, recall: 0.7154, relative_absolute_error: 0.5693, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5335, root_relative_squared_error: 1.0671,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, f_measure: 0.8068, kappa: 0.5591, kb_relative_information_score: 627340, mean_absolute_error: 0.1863, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8137, prior_entropy: 1, recall: 0.8137, relative_absolute_error: 0.3727, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4317, root_relative_squared_error: 0.8633,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7208, f_measure: 0.7703, kappa: 0.4741, kb_relative_information_score: 561752, mean_absolute_error: 0.2191, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7763, predictive_accuracy: 0.7809, prior_entropy: 1, recall: 0.7809, relative_absolute_error: 0.4382, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4681, root_relative_squared_error: 0.9362,
Joaquin Vanschoren 9 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5275, kb_relative_information_score: 324164, mean_absolute_error: 0.3379, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4384, predictive_accuracy: 0.6621, prior_entropy: 1, recall: 0.6621, relative_absolute_error: 0.6758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5813, root_relative_squared_error: 1.1626,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.5275, kb_relative_information_score: 268673.0514, mean_absolute_error: 0.3741, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4384, predictive_accuracy: 0.6621, prior_entropy: 1, recall: 0.6621, relative_absolute_error: 0.7483, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5246, root_relative_squared_error: 1.0493,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_kNN(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7153, f_measure: 0.717, kappa: 0.3548, kb_relative_information_score: 500132.3211, mean_absolute_error: 0.2514, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7776, predictive_accuracy: 0.7545, prior_entropy: 1, recall: 0.7545, relative_absolute_error: 0.5028, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4696, root_relative_squared_error: 0.9392,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6531, f_measure: 0.7195, kappa: 0.3606, kb_relative_information_score: 514106, mean_absolute_error: 0.2429, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7831, predictive_accuracy: 0.7571, prior_entropy: 1, recall: 0.7571, relative_absolute_error: 0.4859, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4929, root_relative_squared_error: 0.9858,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_SGD(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7976, f_measure: 0.6688, kappa: 0.2562, kb_relative_information_score: 414692.1188, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7713, predictive_accuracy: 0.728, prior_entropy: 1, recall: 0.728, relative_absolute_error: 0.5983, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4418, root_relative_squared_error: 0.8837,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5822, f_measure: 0.6244, kappa: 0.1607, kb_relative_information_score: 248698.8101, mean_absolute_error: 0.3756, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6245, predictive_accuracy: 0.6243, prior_entropy: 1, recall: 0.6243, relative_absolute_error: 0.7513, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6124, root_relative_squared_error: 1.2248,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5526, kappa: 0.0001, kb_relative_information_score: 105154, mean_absolute_error: 0.4474, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5526, predictive_accuracy: 0.5526, prior_entropy: 1, recall: 0.5526, relative_absolute_error: 0.8948, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6689, root_relative_squared_error: 1.3378,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, f_measure: 0.5275, kappa: -0, kb_relative_information_score: 130916.5429, mean_absolute_error: 0.4476, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4384, predictive_accuracy: 0.6621, prior_entropy: 1, recall: 0.6621, relative_absolute_error: 0.8953, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.473, root_relative_squared_error: 0.946,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7493, f_measure: 0.7341, kappa: 0.3928, kb_relative_information_score: 534652.9182, mean_absolute_error: 0.2327, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7939, predictive_accuracy: 0.7676, prior_entropy: 1, recall: 0.7676, relative_absolute_error: 0.4655, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4755, root_relative_squared_error: 0.9511,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5275, kb_relative_information_score: 324164, mean_absolute_error: 0.3379, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4384, predictive_accuracy: 0.6621, prior_entropy: 1, recall: 0.6621, relative_absolute_error: 0.6758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5813, root_relative_squared_error: 1.1626,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, f_measure: 0.8069, kappa: 0.5591, kb_relative_information_score: 627354, mean_absolute_error: 0.1863, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8137, prior_entropy: 1, recall: 0.8137, relative_absolute_error: 0.3726, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4317, root_relative_squared_error: 0.8633,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7487, f_measure: 0.7217, kappa: 0.3661, kb_relative_information_score: 518412.0861, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7899, predictive_accuracy: 0.7597, prior_entropy: 1, recall: 0.7597, relative_absolute_error: 0.4819, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.482, root_relative_squared_error: 0.9641,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7591, f_measure: 0.7548, kappa: 0.4369, kb_relative_information_score: 366781.5733, mean_absolute_error: 0.3346, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7819, predictive_accuracy: 0.776, prior_entropy: 1, recall: 0.776, relative_absolute_error: 0.6692, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4204, root_relative_squared_error: 0.8408,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7591, f_measure: 0.7548, kappa: 0.4369, kb_relative_information_score: 366781.5733, mean_absolute_error: 0.3346, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7819, predictive_accuracy: 0.776, prior_entropy: 1, recall: 0.776, relative_absolute_error: 0.6692, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4204, root_relative_squared_error: 0.8408,
Joaquin Vanschoren 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7615, f_measure: 0.7557, kappa: 0.4389, kb_relative_information_score: 368031.5848, mean_absolute_error: 0.334, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7825, predictive_accuracy: 0.7766, prior_entropy: 1, recall: 0.7766, relative_absolute_error: 0.6679, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4194, root_relative_squared_error: 0.8389,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.8068, kappa: 0.5589, kb_relative_information_score: 552669.4111, mean_absolute_error: 0.2324, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8136, prior_entropy: 1, recall: 0.8136, relative_absolute_error: 0.4649, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3699, root_relative_squared_error: 0.7397,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8044, f_measure: 0.7617, kappa: 0.4553, kb_relative_information_score: 450409.1952, mean_absolute_error: 0.2857, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7646, predictive_accuracy: 0.771, prior_entropy: 1, recall: 0.771, relative_absolute_error: 0.5714, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4059, root_relative_squared_error: 0.8119,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6554, f_measure: 0.6696, kappa: 0.2436, kb_relative_information_score: 319061.3649, mean_absolute_error: 0.3465, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6674, predictive_accuracy: 0.6847, prior_entropy: 1, recall: 0.6847, relative_absolute_error: 0.693, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.489, root_relative_squared_error: 0.9781,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7617, f_measure: 0.8047, kappa: 0.5542, kb_relative_information_score: 623306, mean_absolute_error: 0.1883, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.809, predictive_accuracy: 0.8117, prior_entropy: 1, recall: 0.8117, relative_absolute_error: 0.3767, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.434, root_relative_squared_error: 0.868,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7617, f_measure: 0.8047, kappa: 0.5542, kb_relative_information_score: 623306, mean_absolute_error: 0.1883, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.809, predictive_accuracy: 0.8117, prior_entropy: 1, recall: 0.8117, relative_absolute_error: 0.3767, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.434, root_relative_squared_error: 0.868,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7617, f_measure: 0.8048, kappa: 0.5544, kb_relative_information_score: 623404, mean_absolute_error: 0.1883, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8091, predictive_accuracy: 0.8117, prior_entropy: 1, recall: 0.8117, relative_absolute_error: 0.3766, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4339, root_relative_squared_error: 0.8679,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, f_measure: 0.8068, kappa: 0.5589, kb_relative_information_score: 627214, mean_absolute_error: 0.1864, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8136, prior_entropy: 1, recall: 0.8136, relative_absolute_error: 0.3728, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4317, root_relative_squared_error: 0.8635,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7617, f_measure: 0.8048, kappa: 0.5544, kb_relative_information_score: 623404, mean_absolute_error: 0.1883, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8091, predictive_accuracy: 0.8117, prior_entropy: 1, recall: 0.8117, relative_absolute_error: 0.3766, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4339, root_relative_squared_error: 0.8679,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7639, f_measure: 0.8068, kappa: 0.5589, kb_relative_information_score: 627206, mean_absolute_error: 0.1864, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8136, prior_entropy: 1, recall: 0.8136, relative_absolute_error: 0.3728, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4317, root_relative_squared_error: 0.8635,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, f_measure: 0.8068, kappa: 0.559, kb_relative_information_score: 627226, mean_absolute_error: 0.1864, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8136, prior_entropy: 1, recall: 0.8136, relative_absolute_error: 0.3728, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4317, root_relative_squared_error: 0.8635,
Joaquin Vanschoren 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6464, f_measure: 0.6642, kappa: 0.2316, kb_relative_information_score: 313895.4389, mean_absolute_error: 0.3482, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6615, predictive_accuracy: 0.6791, prior_entropy: 1, recall: 0.6791, relative_absolute_error: 0.6965, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.994,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8703, f_measure: 0.8068, kappa: 0.5589, kb_relative_information_score: 552689.6587, mean_absolute_error: 0.2324, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8136, prior_entropy: 1, recall: 0.8136, relative_absolute_error: 0.4648, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3698, root_relative_squared_error: 0.7397,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7588, f_measure: 0.7545, kappa: 0.4361, kb_relative_information_score: 366561.271, mean_absolute_error: 0.3346, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7812, predictive_accuracy: 0.7756, prior_entropy: 1, recall: 0.7756, relative_absolute_error: 0.6693, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4205, root_relative_squared_error: 0.841,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, f_measure: 0.8068, kappa: 0.5591, kb_relative_information_score: 627340, mean_absolute_error: 0.1863, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8137, prior_entropy: 1, recall: 0.8137, relative_absolute_error: 0.3727, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4317, root_relative_squared_error: 0.8633,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7217, f_measure: 0.7702, kappa: 0.4744, kb_relative_information_score: 560246, mean_absolute_error: 0.2199, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7751, predictive_accuracy: 0.7801, prior_entropy: 1, recall: 0.7801, relative_absolute_error: 0.4398, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4689, root_relative_squared_error: 0.9378,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, f_measure: 0.8068, kappa: 0.5589, kb_relative_information_score: 627218, mean_absolute_error: 0.1864, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8136, prior_entropy: 1, recall: 0.8136, relative_absolute_error: 0.3728, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4317, root_relative_squared_error: 0.8635,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, f_measure: 0.8068, kappa: 0.5589, kb_relative_information_score: 627218, mean_absolute_error: 0.1864, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8136, prior_entropy: 1, recall: 0.8136, relative_absolute_error: 0.3728, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4317, root_relative_squared_error: 0.8635,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7579, f_measure: 0.8016, kappa: 0.5469, kb_relative_information_score: 617484, mean_absolute_error: 0.1913, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.806, predictive_accuracy: 0.8087, prior_entropy: 1, recall: 0.8087, relative_absolute_error: 0.3825, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4373, root_relative_squared_error: 0.8747,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7619, f_measure: 0.8049, kappa: 0.5546, kb_relative_information_score: 623630, mean_absolute_error: 0.1882, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8092, predictive_accuracy: 0.8118, prior_entropy: 1, recall: 0.8118, relative_absolute_error: 0.3764, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4338, root_relative_squared_error: 0.8676,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7617, f_measure: 0.8048, kappa: 0.5543, kb_relative_information_score: 623384, mean_absolute_error: 0.1883, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8091, predictive_accuracy: 0.8117, prior_entropy: 1, recall: 0.8117, relative_absolute_error: 0.3766, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4339, root_relative_squared_error: 0.8679,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8706, f_measure: 0.8068, kappa: 0.5591, kb_relative_information_score: 552736.7071, mean_absolute_error: 0.2324, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8137, prior_entropy: 1, recall: 0.8137, relative_absolute_error: 0.4648, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3697, root_relative_squared_error: 0.7393,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7951, f_measure: 0.68, kappa: 0.275, kb_relative_information_score: 338212.5851, mean_absolute_error: 0.3442, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7504, predictive_accuracy: 0.7295, prior_entropy: 1, recall: 0.7295, relative_absolute_error: 0.6885, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4203, root_relative_squared_error: 0.8407,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.727, f_measure: 0.7173, kappa: 0.3639, kb_relative_information_score: 246747.8855, mean_absolute_error: 0.3911, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7157, predictive_accuracy: 0.7194, prior_entropy: 1, recall: 0.7194, relative_absolute_error: 0.7823, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4475, root_relative_squared_error: 0.8951,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.801, f_measure: 0.7606, kappa: 0.4529, kb_relative_information_score: 450931.4186, mean_absolute_error: 0.285, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7631, predictive_accuracy: 0.7697, prior_entropy: 1, recall: 0.7697, relative_absolute_error: 0.57, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4081, root_relative_squared_error: 0.8163,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7179, f_measure: 0.6969, kappa: 0.3206, kb_relative_information_score: 279552.2672, mean_absolute_error: 0.3709, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6961, predictive_accuracy: 0.6979, prior_entropy: 1, recall: 0.6979, relative_absolute_error: 0.7418, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4513, root_relative_squared_error: 0.9026,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.762, f_measure: 0.7754, kappa: 0.4862, kb_relative_information_score: 417706.6054, mean_absolute_error: 0.3094, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7803, predictive_accuracy: 0.7849, prior_entropy: 1, recall: 0.7849, relative_absolute_error: 0.6187, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4038, root_relative_squared_error: 0.8075,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... Classifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5275, kb_relative_information_score: 324164, mean_absolute_error: 0.3379, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4384, predictive_accuracy: 0.6621, prior_entropy: 1, recall: 0.6621, relative_absolute_error: 0.6758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5813, root_relative_squared_error: 1.1626,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.877, f_measure: 0.8135, kappa: 0.5744, kb_relative_information_score: 516553.8209, mean_absolute_error: 0.2557, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8178, predictive_accuracy: 0.8198, prior_entropy: 1, recall: 0.8198, relative_absolute_error: 0.5114, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3586, root_relative_squared_error: 0.7173,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6769, f_measure: 0.6834, kappa: 0.2999, kb_relative_information_score: 360184.7869, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6872, predictive_accuracy: 0.6805, prior_entropy: 1, recall: 0.6805, relative_absolute_error: 0.6401, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5566, root_relative_squared_error: 1.1132,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7129, f_measure: 0.6903, kappa: 0.3027, kb_relative_information_score: 354981.5788, mean_absolute_error: 0.3263, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6884, predictive_accuracy: 0.693, prior_entropy: 1, recall: 0.693, relative_absolute_error: 0.6526, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4897, root_relative_squared_error: 0.9793,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8472, f_measure: 0.7877, kappa: 0.5155, kb_relative_information_score: 518180.3015, mean_absolute_error: 0.2492, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7906, predictive_accuracy: 0.7949, prior_entropy: 1, recall: 0.7949, relative_absolute_error: 0.4984, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3867, root_relative_squared_error: 0.7734,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8337, f_measure: 0.7836, kappa: 0.5046, kb_relative_information_score: 447650.6531, mean_absolute_error: 0.2928, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7905, predictive_accuracy: 0.7935, prior_entropy: 1, recall: 0.7935, relative_absolute_error: 0.5857, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3867, root_relative_squared_error: 0.7734,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.877, f_measure: 0.8135, kappa: 0.5744, kb_relative_information_score: 516553.8209, mean_absolute_error: 0.2557, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8178, predictive_accuracy: 0.8198, prior_entropy: 1, recall: 0.8198, relative_absolute_error: 0.5114, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3586, root_relative_squared_error: 0.7173,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.69, f_measure: 0.6954, kappa: 0.3108, kb_relative_information_score: 389119.586, mean_absolute_error: 0.3061, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6927, predictive_accuracy: 0.7001, prior_entropy: 1, recall: 0.7001, relative_absolute_error: 0.6122, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.513, root_relative_squared_error: 1.026,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7133, f_measure: 0.7645, kappa: 0.4597, kb_relative_information_score: 378934.5157, mean_absolute_error: 0.3321, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7759, predictive_accuracy: 0.7784, prior_entropy: 1, recall: 0.7784, relative_absolute_error: 0.6643, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4156, root_relative_squared_error: 0.8312,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5275, kb_relative_information_score: 324164, mean_absolute_error: 0.3379, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4384, predictive_accuracy: 0.6621, prior_entropy: 1, recall: 0.6621, relative_absolute_error: 0.6758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5813, root_relative_squared_error: 1.1626,
Jan van Rijn 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8159, f_measure: 0.7642, kappa: 0.4631, kb_relative_information_score: 494650.7493, mean_absolute_error: 0.2583, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7646, predictive_accuracy: 0.771, prior_entropy: 1, recall: 0.771, relative_absolute_error: 0.5166, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4174, root_relative_squared_error: 0.8348,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.761, f_measure: 0.7563, kappa: 0.4437, kb_relative_information_score: 420557.8149, mean_absolute_error: 0.3022, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7579, predictive_accuracy: 0.765, prior_entropy: 1, recall: 0.765, relative_absolute_error: 0.6045, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4255, root_relative_squared_error: 0.851,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8095, f_measure: 0.7634, kappa: 0.4567, kb_relative_information_score: 399177.452, mean_absolute_error: 0.3201, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.792, predictive_accuracy: 0.7837, prior_entropy: 1, recall: 0.7837, relative_absolute_error: 0.6403, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3957, root_relative_squared_error: 0.7913,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6629, f_measure: 0.7105, kappa: 0.3407, kb_relative_information_score: 438001.7122, mean_absolute_error: 0.281, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7087, predictive_accuracy: 0.719, prior_entropy: 1, recall: 0.719, relative_absolute_error: 0.562, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.53, root_relative_squared_error: 1.0601,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5275, kb_relative_information_score: 3.917, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4384, predictive_accuracy: 0.6621, prior_entropy: 1, recall: 0.6621, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5275, kb_relative_information_score: 3.917, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4384, predictive_accuracy: 0.6621, prior_entropy: 1, recall: 0.6621, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7814, f_measure: 0.7537, kappa: 0.4465, kb_relative_information_score: 511830.1774, mean_absolute_error: 0.2442, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7526, predictive_accuracy: 0.7553, prior_entropy: 1, recall: 0.7553, relative_absolute_error: 0.4883, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4769, root_relative_squared_error: 0.9539,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5019, f_measure: 0.5539, kappa: 0.0009, kb_relative_information_score: 106392.05, mean_absolute_error: 0.4469, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.553, predictive_accuracy: 0.5548, prior_entropy: 1, recall: 0.5548, relative_absolute_error: 0.8938, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6535, root_relative_squared_error: 1.3071,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7047, f_measure: 0.7627, kappa: 0.4552, kb_relative_information_score: 369094.1956, mean_absolute_error: 0.3381, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7911, predictive_accuracy: 0.7831, prior_entropy: 1, recall: 0.7831, relative_absolute_error: 0.6761, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4113, root_relative_squared_error: 0.8226,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5632, f_measure: 0.6075, kappa: 0.0993, kb_relative_information_score: 187941.0228, mean_absolute_error: 0.4098, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6008, predictive_accuracy: 0.6309, prior_entropy: 1, recall: 0.6309, relative_absolute_error: 0.8197, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5557, root_relative_squared_error: 1.1115,
Jan van Rijn 10 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6416, f_measure: 0.7073, kappa: 0.3327, kb_relative_information_score: 324451.1988, mean_absolute_error: 0.3572, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7644, predictive_accuracy: 0.7463, prior_entropy: 1, recall: 0.7463, relative_absolute_error: 0.7144, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4361, root_relative_squared_error: 0.8722,
Jan van Rijn 10 years ago
ran flow moa.ORTO(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5275, kb_relative_information_score: 324164, mean_absolute_error: 0.3379, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4384, predictive_accuracy: 0.6621, prior_entropy: 1, recall: 0.6621, relative_absolute_error: 0.6758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5813, root_relative_squared_error: 1.1626,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7421, f_measure: 0.7381, kappa: 0.3986, kb_relative_information_score: 522048.2598, mean_absolute_error: 0.2388, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7601, predictive_accuracy: 0.7601, prior_entropy: 1, recall: 0.7601, relative_absolute_error: 0.4777, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4773, root_relative_squared_error: 0.9546,
Joaquin Vanschoren 9 years ago
ran flow moa.AMRulesRegressor(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5275, kb_relative_information_score: 324164, mean_absolute_error: 0.3379, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4384, predictive_accuracy: 0.6621, prior_entropy: 1, recall: 0.6621, relative_absolute_error: 0.6758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5813, root_relative_squared_error: 1.1626,
Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.7769, kappa: 0.4913, kb_relative_information_score: 491060.1341, mean_absolute_error: 0.2644, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7788, predictive_accuracy: 0.7842, prior_entropy: 1, recall: 0.7842, relative_absolute_error: 0.5288, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4035, root_relative_squared_error: 0.8071,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, f_measure: 0.8069, kappa: 0.5591, kb_relative_information_score: 627352, mean_absolute_error: 0.1863, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8137, prior_entropy: 1, recall: 0.8137, relative_absolute_error: 0.3726, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4317, root_relative_squared_error: 0.8633,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, f_measure: 0.8069, kappa: 0.5591, kb_relative_information_score: 627352, mean_absolute_error: 0.1863, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8137, prior_entropy: 1, recall: 0.8137, relative_absolute_error: 0.3726, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4317, root_relative_squared_error: 0.8633,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7093, f_measure: 0.7559, kappa: 0.4429, kb_relative_information_score: 528810, mean_absolute_error: 0.2356, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7573, predictive_accuracy: 0.7644, prior_entropy: 1, recall: 0.7644, relative_absolute_error: 0.4712, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4854, root_relative_squared_error: 0.9708,