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OpenML
Task
Supervised Data Stream Classification on 20_newsgroups.drift

Supervised Data Stream Classification on 20_newsgroups.drift

Task 2269 Supervised Data Stream Classification 20_newsgroups.drift 167 runs submitted
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  • binstreams streamensembles streams study_11
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Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... AClassifier_VotedPerceptron(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0048, kb_relative_information_score: -359946, mean_absolute_error: 0.95, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, recall: 0.05, relative_absolute_error: 1.9, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9747, root_relative_squared_error: 1.9494,
Jason 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.77, f_measure: 0.9281, kappa: 0.0406, kb_relative_information_score: 336509.0717, mean_absolute_error: 0.0887, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9353, predictive_accuracy: 0.9505, prior_entropy: 1, recall: 0.9505, relative_absolute_error: 0.1774, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.4129,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0048, kb_relative_information_score: -359946, mean_absolute_error: 0.95, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, recall: 0.05, relative_absolute_error: 1.9, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9747, root_relative_squared_error: 1.9494,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0048, kb_relative_information_score: -359946, mean_absolute_error: 0.95, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, recall: 0.05, relative_absolute_error: 1.9, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9747, root_relative_squared_error: 1.9494,
Jason 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9843, kappa: 0.8426, kb_relative_information_score: 385241.2405, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9858, predictive_accuracy: 0.9837, prior_entropy: 1, recall: 0.9837, relative_absolute_error: 0.0376, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.2323,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0048, kb_relative_information_score: -359946, mean_absolute_error: 0.95, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, recall: 0.05, relative_absolute_error: 1.9, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9747, root_relative_squared_error: 1.9494,
Jason 10 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0048, kb_relative_information_score: -359946, mean_absolute_error: 0.95, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, recall: 0.05, relative_absolute_error: 1.9, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9747, root_relative_squared_error: 1.9494,
Jason 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.9625, kappa: 0.5703, kb_relative_information_score: 374983.3568, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.962, predictive_accuracy: 0.966, prior_entropy: 1, recall: 0.966, relative_absolute_error: 0.0611, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1571, root_relative_squared_error: 0.3142,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9957, kappa: 0.9548, kb_relative_information_score: 394755.318, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9957, predictive_accuracy: 0.9958, prior_entropy: 1, recall: 0.9958, relative_absolute_error: 0.0139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.059, root_relative_squared_error: 0.1181,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0048, kb_relative_information_score: -359946, mean_absolute_error: 0.95, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, recall: 0.05, relative_absolute_error: 1.9, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9747, root_relative_squared_error: 1.9494,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0048, kb_relative_information_score: -359946, mean_absolute_error: 0.95, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, recall: 0.05, relative_absolute_error: 1.9, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9747, root_relative_squared_error: 1.9494,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0048, kb_relative_information_score: -359946, mean_absolute_error: 0.95, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, recall: 0.05, relative_absolute_error: 1.9, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9747, root_relative_squared_error: 1.9494,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0048, kb_relative_information_score: -359946, mean_absolute_error: 0.95, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, recall: 0.05, relative_absolute_error: 1.9, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9747, root_relative_squared_error: 1.9494,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0048, kb_relative_information_score: -359946, mean_absolute_error: 0.95, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, recall: 0.05, relative_absolute_error: 1.9, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9747, root_relative_squared_error: 1.9494,
Jason 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5422, f_measure: 0.9324, kappa: 0.1029, kb_relative_information_score: 362111.041, mean_absolute_error: 0.0473, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9542, predictive_accuracy: 0.9528, prior_entropy: 1, recall: 0.9528, relative_absolute_error: 0.0946, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2171, root_relative_squared_error: 0.4343,
Jason 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5013, f_measure: 0.0048, kb_relative_information_score: -358946, mean_absolute_error: 0.9488, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, recall: 0.05, relative_absolute_error: 1.8975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9737, root_relative_squared_error: 1.9474,
Jason 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.691, f_measure: 0.6212, kappa: 0.0559, kb_relative_information_score: -639.3226, mean_absolute_error: 0.5008, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9366, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6986, root_relative_squared_error: 1.3973,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.9627, kappa: 0.6146, kb_relative_information_score: 353081.1173, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9635, predictive_accuracy: 0.962, prior_entropy: 1, recall: 0.962, relative_absolute_error: 0.1263, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1967, root_relative_squared_error: 0.3935,
Jason 10 years ago
ran flow moa.ORTO(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0048, kb_relative_information_score: -359946, mean_absolute_error: 0.95, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, recall: 0.05, relative_absolute_error: 1.9, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9747, root_relative_squared_error: 1.9494,
Jason 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5013, f_measure: 0.0048, kb_relative_information_score: -358946, mean_absolute_error: 0.9488, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, recall: 0.05, relative_absolute_error: 1.8975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9737, root_relative_squared_error: 1.9474,
Jason 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5013, f_measure: 0.0048, kb_relative_information_score: -358946, mean_absolute_error: 0.9488, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, recall: 0.05, relative_absolute_error: 1.8975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9737, root_relative_squared_error: 1.9474,
Jason 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5013, f_measure: 0.0048, kb_relative_information_score: -358946, mean_absolute_error: 0.9488, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, recall: 0.05, relative_absolute_error: 1.8975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9737, root_relative_squared_error: 1.9474,
Jason 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5013, f_measure: 0.0048, kb_relative_information_score: -358946, mean_absolute_error: 0.9488, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, recall: 0.05, relative_absolute_error: 1.8975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9737, root_relative_squared_error: 1.9474,
Jason 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5146, f_measure: 0.926, kappa: 0.0063, kb_relative_information_score: 330231.052, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9271, predictive_accuracy: 0.95, prior_entropy: 1, recall: 0.95, relative_absolute_error: 0.1995, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.4358,
Jason 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5013, f_measure: 0.0048, kb_relative_information_score: -358946, mean_absolute_error: 0.9488, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, ram_hours: -0.003, recall: 0.05, relative_absolute_error: 1.8975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9737, root_relative_squared_error: 1.9474, run_cpu_time: 63.6968,
Jason 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5013, f_measure: 0.0048, kb_relative_information_score: -358946, mean_absolute_error: 0.9488, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, ram_hours: -0.0034, recall: 0.05, relative_absolute_error: 1.8975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9737, root_relative_squared_error: 1.9474, run_cpu_time: 72.8607,
Jason 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.9801, kappa: 0.7956, kb_relative_information_score: 378979.1329, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9808, predictive_accuracy: 0.9795, prior_entropy: 1, ram_hours: 0.0002, recall: 0.9795, relative_absolute_error: 0.0551, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.2856, run_cpu_time: 81.2753,
Jason 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9829, kappa: 0.8245, kb_relative_information_score: 375922.7812, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9836, predictive_accuracy: 0.9824, prior_entropy: 1, ram_hours: 0.0108, recall: 0.9824, relative_absolute_error: 0.0667, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.116, root_relative_squared_error: 0.2321, run_cpu_time: 396.0685,
Jason 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5066, f_measure: 0.9256, kappa: -0, kb_relative_information_score: 332542.0122, mean_absolute_error: 0.0962, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9025, predictive_accuracy: 0.95, prior_entropy: 1, ram_hours: 0, recall: 0.95, relative_absolute_error: 0.1924, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.218, root_relative_squared_error: 0.4359, run_cpu_time: 53.6461,
Jason 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5013, f_measure: 0.0048, kb_relative_information_score: -358946, mean_absolute_error: 0.9488, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, ram_hours: -0.0036, recall: 0.05, relative_absolute_error: 1.8975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9737, root_relative_squared_error: 1.9474, run_cpu_time: 65.0007,
Jason 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9868, kappa: 0.8672, kb_relative_information_score: 351905.5045, mean_absolute_error: 0.0725, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9882, predictive_accuracy: 0.9862, prior_entropy: 1, ram_hours: 0.0257, recall: 0.9862, relative_absolute_error: 0.145, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1474, root_relative_squared_error: 0.2949, run_cpu_time: 484.6887,
Jason 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9894, kappa: 0.8876, kb_relative_information_score: 385550.9446, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9894, predictive_accuracy: 0.9896, prior_entropy: 1, ram_hours: 0.4597, recall: 0.9896, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.1837, run_cpu_time: 178358.1731,
Jason 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8395, f_measure: 0.8345, kappa: 0.235, kb_relative_information_score: 213795.121, mean_absolute_error: 0.2335, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9578, predictive_accuracy: 0.7704, prior_entropy: 1, ram_hours: 0.002, recall: 0.7704, relative_absolute_error: 0.4671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4795, root_relative_squared_error: 0.959, run_cpu_time: 343.5646,
Jason 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9894, kappa: 0.8876, kb_relative_information_score: 385550.9446, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9894, predictive_accuracy: 0.9896, prior_entropy: 1, ram_hours: 0.4944, recall: 0.9896, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.1837, run_cpu_time: 191817.6738,
Jason 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9945, kappa: 0.9419, kb_relative_information_score: 395453.7964, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9945, predictive_accuracy: 0.9945, prior_entropy: 1, ram_hours: 0, recall: 0.9945, relative_absolute_error: 0.0113, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0734, root_relative_squared_error: 0.1467, run_cpu_time: 129.3705,
Jason 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6133, f_measure: 0.7861, kappa: 0.0376, kb_relative_information_score: 157883.9623, mean_absolute_error: 0.304, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9138, predictive_accuracy: 0.7027, prior_entropy: 1, ram_hours: 0, recall: 0.7027, relative_absolute_error: 0.6079, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5164, root_relative_squared_error: 1.0328, run_cpu_time: 103.926,
Jason 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.997, kappa: 0.9684, kb_relative_information_score: 395764.9774, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.997, predictive_accuracy: 0.997, prior_entropy: 1, ram_hours: 0.0006, recall: 0.997, relative_absolute_error: 0.0114, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0517, root_relative_squared_error: 0.1035, run_cpu_time: 385.5335,
Jason 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0048, kb_relative_information_score: -359946, mean_absolute_error: 0.95, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, ram_hours: 0, recall: 0.05, relative_absolute_error: 1.9, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9747, root_relative_squared_error: 1.9494, run_cpu_time: 90.702,
Jason 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0048, kb_relative_information_score: -359946, mean_absolute_error: 0.95, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, ram_hours: 0, recall: 0.05, relative_absolute_error: 1.9, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9747, root_relative_squared_error: 1.9494, run_cpu_time: 73.7229,
Jason 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.9801, kappa: 0.7956, kb_relative_information_score: 378979.1329, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9808, predictive_accuracy: 0.9795, prior_entropy: 1, ram_hours: 0.0003, recall: 0.9795, relative_absolute_error: 0.0551, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.2856, run_cpu_time: 108.3735,
Jason 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.987, kappa: 0.8618, kb_relative_information_score: 384262.966, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9869, predictive_accuracy: 0.987, prior_entropy: 1, ram_hours: 0.023, recall: 0.987, relative_absolute_error: 0.042, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0998, root_relative_squared_error: 0.1995, run_cpu_time: 10247.43,
Jason 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8305, f_measure: 0.9408, kappa: 0.28, kb_relative_information_score: 341064.1243, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9378, predictive_accuracy: 0.9509, prior_entropy: 1, ram_hours: 0, recall: 0.9509, relative_absolute_error: 0.1608, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.415, run_cpu_time: 69.5712,
Jason 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9986, kappa: 0.9851, kb_relative_information_score: 398082.903, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9986, predictive_accuracy: 0.9986, prior_entropy: 1, ram_hours: 0.002, recall: 0.9986, relative_absolute_error: 0.0051, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0347, root_relative_squared_error: 0.0694, run_cpu_time: 669.8518,
Jason 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8161, f_measure: 0.9649, kappa: 0.6308, kb_relative_information_score: 371824, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9649, predictive_accuracy: 0.9649, prior_entropy: 1, ram_hours: 0, recall: 0.9649, relative_absolute_error: 0.0703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1875, root_relative_squared_error: 0.375, run_cpu_time: 77.77,
Jason 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8166, f_measure: 0.9652, kappa: 0.6334, kb_relative_information_score: 372096, mean_absolute_error: 0.0348, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9652, predictive_accuracy: 0.9652, prior_entropy: 1, ram_hours: 0, recall: 0.9652, relative_absolute_error: 0.0696, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1866, root_relative_squared_error: 0.3732, run_cpu_time: 76.1528,
Jason 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8179, f_measure: 0.9654, kappa: 0.6359, kb_relative_information_score: 372270, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9654, predictive_accuracy: 0.9654, prior_entropy: 1, ram_hours: 0, recall: 0.9654, relative_absolute_error: 0.0692, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.186, root_relative_squared_error: 0.372, run_cpu_time: 72.7932,

    Metric:

    Timeline

    Plotting contribution timeline

    Leaderboard

    Rank Name Top Score Entries Highest rank

    Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

    Challenge

    Given a dataset with a nominal target, various data samples of increasing size are defined. A model is build for each individual data sample; from this a learning curve can be drawn.

    Given inputs

    estimation_procedure Interleaved Test then Train
    source_data 20_newsgroups.drift (1)
    target_feature class

    Expected outputs

    evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
    predictions The desired output format Predictions (optional)

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