Run
ID's
Sort: best match
24 results
Filter results by:
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4826, f_measure: 0.5464, kappa: -0.0323, kb_relative_information_score: 66, mean_absolute_error: 0.467, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.566, predictive_accuracy: 0.533, prior_entropy: 1, ram_hours: 0, recall: 0.533, relative_absolute_error: 0.934, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6834, root_relative_squared_error: 1.3667, run_cpu_time: 0.0084,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5765, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.49, predictive_accuracy: 0.7, prior_entropy: 1, ram_hours: 0, recall: 0.7, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.0126,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6992, f_measure: 0.7117, kappa: 0.3152, kb_relative_information_score: 179.6522, mean_absolute_error: 0.4246, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.7124, predictive_accuracy: 0.711, prior_entropy: 1, recall: 0.711, relative_absolute_error: 0.8492, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4532, root_relative_squared_error: 0.9065, run_cpu_time: 0.57,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7542, f_measure: 0.7091, kappa: 0.2796, kb_relative_information_score: 373.8509, mean_absolute_error: 0.3249, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.7111, predictive_accuracy: 0.732, prior_entropy: 1, recall: 0.732, relative_absolute_error: 0.6499, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4268, root_relative_squared_error: 0.8535, run_cpu_time: 0.27,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5765, kb_relative_information_score: 400, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.49, predictive_accuracy: 0.7, prior_entropy: 1, recall: 0.7, relative_absolute_error: 0.6, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5477, root_relative_squared_error: 1.0954, run_cpu_time: 0.06,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5765, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.49, predictive_accuracy: 0.7, prior_entropy: 1, recall: 0.7, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.28,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.74, f_measure: 0.7291, kappa: 0.3342, kb_relative_information_score: 183.457, mean_absolute_error: 0.425, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.7275, predictive_accuracy: 0.743, prior_entropy: 1, recall: 0.743, relative_absolute_error: 0.8499, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4457, root_relative_squared_error: 0.8914, run_cpu_time: 0.25,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4881, f_measure: 0.57, kappa: -0.0238, kb_relative_information_score: 140, mean_absolute_error: 0.43, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.57, predictive_accuracy: 0.57, prior_entropy: 1, ram_hours: 0, recall: 0.57, relative_absolute_error: 0.86, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6557, root_relative_squared_error: 1.3115, run_cpu_time: 0.0081,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7401, f_measure: 0.7186, kappa: 0.3103, kb_relative_information_score: 405.7323, mean_absolute_error: 0.3043, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.7153, predictive_accuracy: 0.731, prior_entropy: 1, recall: 0.731, relative_absolute_error: 0.6086, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4477, root_relative_squared_error: 0.8954, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5765, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.49, predictive_accuracy: 0.7, prior_entropy: 1, recall: 0.7, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.18,
Joaquin Vanschoren 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4836, f_measure: 0.5765, kb_relative_information_score: 203.8439, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.49, predictive_accuracy: 0.7, prior_entropy: 1, recall: 0.7, relative_absolute_error: 0.8294, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4619, root_relative_squared_error: 0.9237, run_cpu_time: 0.11,
Joaquin Vanschoren 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7119, f_measure: 0.6503, kappa: 0.1385, kb_relative_information_score: 329.2959, mean_absolute_error: 0.3458, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.6866, predictive_accuracy: 0.715, prior_entropy: 1, recall: 0.715, relative_absolute_error: 0.6917, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.434, root_relative_squared_error: 0.868, run_cpu_time: 0.47,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5765, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.49, predictive_accuracy: 0.7, prior_entropy: 1, recall: 0.7, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.04,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7556, f_measure: 0.7248, kappa: 0.3274, kb_relative_information_score: 425.7125, mean_absolute_error: 0.2936, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.7214, predictive_accuracy: 0.735, prior_entropy: 1, ram_hours: 0, recall: 0.735, relative_absolute_error: 0.5871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4418, root_relative_squared_error: 0.8836, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5765, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.49, predictive_accuracy: 0.7, prior_entropy: 1, recall: 0.7, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.72,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7553, f_measure: 0.7278, kappa: 0.3326, kb_relative_information_score: 424.8079, mean_absolute_error: 0.294, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.7252, predictive_accuracy: 0.74, prior_entropy: 1, recall: 0.74, relative_absolute_error: 0.588, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4423, root_relative_squared_error: 0.8846, run_cpu_time: 0.04,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5765, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.49, predictive_accuracy: 0.7, prior_entropy: 1, ram_hours: 0, recall: 0.7, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5765, kb_relative_information_score: 400, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.49, predictive_accuracy: 0.7, prior_entropy: 1, ram_hours: 0, recall: 0.7, relative_absolute_error: 0.6, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5477, root_relative_squared_error: 1.0954, run_cpu_time: 0.03,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4798, f_measure: 0.5765, kb_relative_information_score: 205.8353, mean_absolute_error: 0.4141, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.49, predictive_accuracy: 0.7, prior_entropy: 1, ram_hours: 0, recall: 0.7, relative_absolute_error: 0.8281, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4602, root_relative_squared_error: 0.9204, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7102, f_measure: 0.6524, kappa: 0.1426, kb_relative_information_score: 329.0583, mean_absolute_error: 0.3459, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.6858, predictive_accuracy: 0.715, prior_entropy: 1, ram_hours: 0, recall: 0.715, relative_absolute_error: 0.6919, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4341, root_relative_squared_error: 0.8683, run_cpu_time: 4.63,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4881, f_measure: 0.57, kappa: -0.0238, kb_relative_information_score: 140, mean_absolute_error: 0.43, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.57, predictive_accuracy: 0.57, prior_entropy: 1, ram_hours: 0, recall: 0.57, relative_absolute_error: 0.86, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6557, root_relative_squared_error: 1.3115, run_cpu_time: 0.0085,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7401, f_measure: 0.7186, kappa: 0.3103, kb_relative_information_score: 405.7323, mean_absolute_error: 0.3043, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.7153, predictive_accuracy: 0.731, prior_entropy: 1, ram_hours: 0, recall: 0.731, relative_absolute_error: 0.6086, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4477, root_relative_squared_error: 0.8954, run_cpu_time: 0.0141,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5765, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.49, predictive_accuracy: 0.7, prior_entropy: 1, ram_hours: 0, recall: 0.7, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.0146,
Joaquin Vanschoren 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4811, f_measure: 0.5736, kappa: -0.0119, kb_relative_information_score: 202.3153, mean_absolute_error: 0.4156, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.4887, predictive_accuracy: 0.694, prior_entropy: 1, recall: 0.694, relative_absolute_error: 0.8311, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4623, root_relative_squared_error: 0.9245, run_cpu_time: 0.03,