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Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Jan van Rijn 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,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9852, kappa: 0.8354, kb_relative_information_score: 360090.3784, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.986, predictive_accuracy: 0.9861, prior_entropy: 1, recall: 0.9861, relative_absolute_error: 0.1185, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1251, root_relative_squared_error: 0.2502,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9924, kappa: 0.9179, kb_relative_information_score: 382018.4597, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9926, predictive_accuracy: 0.9926, prior_entropy: 1, recall: 0.9926, relative_absolute_error: 0.0497, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0988, root_relative_squared_error: 0.1975,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9938, kappa: 0.9348, kb_relative_information_score: 393165.6916, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9938, predictive_accuracy: 0.9939, prior_entropy: 1, recall: 0.9939, relative_absolute_error: 0.017, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0725, root_relative_squared_error: 0.1449,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.992, kappa: 0.9137, kb_relative_information_score: 389341.3844, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9922, predictive_accuracy: 0.9923, prior_entropy: 1, recall: 0.9923, relative_absolute_error: 0.0283, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0822, root_relative_squared_error: 0.1644,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9931, kappa: 0.9287, kb_relative_information_score: 393100, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9933, predictive_accuracy: 0.993, prior_entropy: 1, recall: 0.993, relative_absolute_error: 0.0171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0728, root_relative_squared_error: 0.1457,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9145, f_measure: 0.9895, kappa: 0.8857, kb_relative_information_score: 391810, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9896, predictive_accuracy: 0.9898, prior_entropy: 1, recall: 0.9898, relative_absolute_error: 0.0203, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.2016,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9145, f_measure: 0.9895, kappa: 0.8857, kb_relative_information_score: 391810, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9896, predictive_accuracy: 0.9898, prior_entropy: 1, recall: 0.9898, relative_absolute_error: 0.0203, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.2016,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9227, f_measure: 0.9892, kappa: 0.8835, kb_relative_information_score: 391472, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9891, predictive_accuracy: 0.9894, prior_entropy: 1, recall: 0.9894, relative_absolute_error: 0.0212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1029, root_relative_squared_error: 0.2058,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9807, kappa: 0.7803, kb_relative_information_score: 336743.1176, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9822, predictive_accuracy: 0.9823, prior_entropy: 1, recall: 0.9823, relative_absolute_error: 0.1844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.3309,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9915, kappa: 0.91, kb_relative_information_score: 379277.9375, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9915, predictive_accuracy: 0.9916, prior_entropy: 1, recall: 0.9916, relative_absolute_error: 0.0564, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.2156,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9807, kappa: 0.7803, kb_relative_information_score: 336743.1176, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9822, predictive_accuracy: 0.9823, prior_entropy: 1, recall: 0.9823, relative_absolute_error: 0.1844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.3309,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9915, kappa: 0.91, kb_relative_information_score: 379277.9375, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9915, predictive_accuracy: 0.9916, prior_entropy: 1, recall: 0.9916, relative_absolute_error: 0.0564, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.2156,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9807, kappa: 0.7803, kb_relative_information_score: 336743.1176, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9822, predictive_accuracy: 0.9823, prior_entropy: 1, recall: 0.9823, relative_absolute_error: 0.1844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.3309,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) 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, 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,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(5) 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, 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,
Joaquin Vanschoren 9 years ago
ran flow moa.ASHoeffdingTree(3) 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, 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,
Jan van Rijn 9 years ago
ran flow moa.RandomHoeffdingTree(2) 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, 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,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9574, f_measure: 0.9921, kappa: 0.9163, kb_relative_information_score: 393590, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.992, predictive_accuracy: 0.9921, prior_entropy: 1, recall: 0.9921, relative_absolute_error: 0.0159, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.1782,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9984, kappa: 0.9834, kb_relative_information_score: 397536.2034, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9984, predictive_accuracy: 0.9984, prior_entropy: 1, recall: 0.9984, relative_absolute_error: 0.0068, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0376, root_relative_squared_error: 0.0752,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.996, kappa: 0.9571, kb_relative_information_score: 396734, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 1, recall: 0.996, relative_absolute_error: 0.008, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0633, root_relative_squared_error: 0.1266,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.9933, kappa: 0.929, kb_relative_information_score: 394614, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 1, recall: 0.9933, relative_absolute_error: 0.0133, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0816, root_relative_squared_error: 0.1632,
Joaquin Vanschoren 9 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.984, kappa: 0.8263, kb_relative_information_score: 376604.6264, mean_absolute_error: 0.0322, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.984, predictive_accuracy: 0.9846, prior_entropy: 1, recall: 0.9846, relative_absolute_error: 0.0644, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1146, root_relative_squared_error: 0.2292,
Jan van Rijn 9 years ago
ran flow moa.MajorityClass(2) 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, 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,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) 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, 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,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.817, f_measure: 0.9652, kappa: 0.6336, kb_relative_information_score: 372082.7155, 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, recall: 0.9652, relative_absolute_error: 0.0697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1866, root_relative_squared_error: 0.3732,
Jan van Rijn 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9547, f_measure: 0.9905, kappa: 0.9007, kb_relative_information_score: 392370.3725, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9906, predictive_accuracy: 0.9905, prior_entropy: 1, recall: 0.9905, relative_absolute_error: 0.0189, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.1897,
Joaquin Vanschoren 9 years ago
ran flow moa.kNN(2) 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, 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,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9227, f_measure: 0.9892, kappa: 0.8835, kb_relative_information_score: 391472, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9891, predictive_accuracy: 0.9894, prior_entropy: 1, recall: 0.9894, relative_absolute_error: 0.0212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1029, root_relative_squared_error: 0.2058,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9936, kappa: 0.9325, kb_relative_information_score: 394864, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9936, predictive_accuracy: 0.9937, prior_entropy: 1, recall: 0.9937, relative_absolute_error: 0.0127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0797, root_relative_squared_error: 0.1593,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9936, kappa: 0.9325, kb_relative_information_score: 394864, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9936, predictive_accuracy: 0.9937, prior_entropy: 1, recall: 0.9937, relative_absolute_error: 0.0127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0797, root_relative_squared_error: 0.1593,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9904, kappa: 0.8983, kb_relative_information_score: 392294, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9904, predictive_accuracy: 0.9904, prior_entropy: 1, recall: 0.9904, relative_absolute_error: 0.0191, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.1955,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9224, f_measure: 0.9846, kappa: 0.8385, kb_relative_information_score: 387580, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9847, predictive_accuracy: 0.9845, prior_entropy: 1, recall: 0.9845, relative_absolute_error: 0.0309, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1243, root_relative_squared_error: 0.2486,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.9936, kappa: 0.9322, kb_relative_information_score: 394844, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9936, predictive_accuracy: 0.9936, prior_entropy: 1, recall: 0.9936, relative_absolute_error: 0.0127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0798, root_relative_squared_error: 0.1596,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.9916, kappa: 0.9104, kb_relative_information_score: 393242, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9915, predictive_accuracy: 0.9916, prior_entropy: 1, recall: 0.9916, relative_absolute_error: 0.0167, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.183,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.992, kappa: 0.9137, kb_relative_information_score: 388697.646, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9922, predictive_accuracy: 0.9923, prior_entropy: 1, recall: 0.9923, relative_absolute_error: 0.0299, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.1706,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9837, kappa: 0.8325, kb_relative_information_score: 377491.0786, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9843, predictive_accuracy: 0.9833, prior_entropy: 1, recall: 0.9833, relative_absolute_error: 0.0619, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1163, root_relative_squared_error: 0.2327,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9936, kappa: 0.9325, kb_relative_information_score: 393116.6638, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9936, predictive_accuracy: 0.9937, prior_entropy: 1, recall: 0.9937, relative_absolute_error: 0.018, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0757, root_relative_squared_error: 0.1513,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9985, kappa: 0.9838, kb_relative_information_score: 397702.2677, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 1, recall: 0.9985, relative_absolute_error: 0.0063, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0366, root_relative_squared_error: 0.0732,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.9938, kappa: 0.9347, kb_relative_information_score: 395032, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9938, predictive_accuracy: 0.9939, prior_entropy: 1, recall: 0.9939, relative_absolute_error: 0.0123, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0783, root_relative_squared_error: 0.1567,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.9938, kappa: 0.9347, kb_relative_information_score: 395032, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9938, predictive_accuracy: 0.9939, prior_entropy: 1, recall: 0.9939, relative_absolute_error: 0.0123, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0783, root_relative_squared_error: 0.1567,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.9938, kappa: 0.9347, kb_relative_information_score: 395032, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9938, predictive_accuracy: 0.9939, prior_entropy: 1, recall: 0.9939, relative_absolute_error: 0.0123, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0783, root_relative_squared_error: 0.1567,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9638, f_measure: 0.9866, kappa: 0.8641, kb_relative_information_score: 388856, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9876, predictive_accuracy: 0.9861, prior_entropy: 1, recall: 0.9861, relative_absolute_error: 0.0277, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1177, root_relative_squared_error: 0.2354,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.993, kappa: 0.9251, kb_relative_information_score: 394390, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.993, predictive_accuracy: 0.9931, prior_entropy: 1, recall: 0.9931, relative_absolute_error: 0.0139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0833, root_relative_squared_error: 0.1666,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9838, kappa: 0.8328, kb_relative_information_score: 376241.516, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9843, predictive_accuracy: 0.9835, prior_entropy: 1, recall: 0.9835, relative_absolute_error: 0.0664, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1124, root_relative_squared_error: 0.2249,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9838, kappa: 0.8328, kb_relative_information_score: 376241.516, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9843, predictive_accuracy: 0.9835, prior_entropy: 1, recall: 0.9835, relative_absolute_error: 0.0664, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1124, root_relative_squared_error: 0.2249,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9964, kappa: 0.9613, kb_relative_information_score: 397046, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 1, recall: 0.9964, relative_absolute_error: 0.0072, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0602, root_relative_squared_error: 0.1203,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9838, kappa: 0.8328, kb_relative_information_score: 376241.516, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9843, predictive_accuracy: 0.9835, prior_entropy: 1, recall: 0.9835, relative_absolute_error: 0.0664, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1124, root_relative_squared_error: 0.2249,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9837, kappa: 0.8334, kb_relative_information_score: 376483.0879, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9845, predictive_accuracy: 0.9833, prior_entropy: 1, recall: 0.9833, relative_absolute_error: 0.0653, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.115, root_relative_squared_error: 0.2301,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9837, kappa: 0.8334, kb_relative_information_score: 376483.0879, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9845, predictive_accuracy: 0.9833, prior_entropy: 1, recall: 0.9833, relative_absolute_error: 0.0653, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.115, root_relative_squared_error: 0.2301,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9837, kappa: 0.8334, kb_relative_information_score: 376483.0879, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9845, predictive_accuracy: 0.9833, prior_entropy: 1, recall: 0.9833, relative_absolute_error: 0.0653, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.115, root_relative_squared_error: 0.2301,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9837, kappa: 0.8334, kb_relative_information_score: 376483.0879, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9845, predictive_accuracy: 0.9833, prior_entropy: 1, recall: 0.9833, relative_absolute_error: 0.0653, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.115, root_relative_squared_error: 0.2301,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9837, kappa: 0.8334, kb_relative_information_score: 376483.0879, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9845, predictive_accuracy: 0.9833, prior_entropy: 1, recall: 0.9833, relative_absolute_error: 0.0653, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.115, root_relative_squared_error: 0.2301,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8824, f_measure: 0.9786, kappa: 0.7736, kb_relative_information_score: 382932, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9785, predictive_accuracy: 0.9787, prior_entropy: 1, recall: 0.9787, relative_absolute_error: 0.0425, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1458, root_relative_squared_error: 0.2916,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9842, kappa: 0.8372, kb_relative_information_score: 376285.8203, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9847, predictive_accuracy: 0.9839, prior_entropy: 1, recall: 0.9839, relative_absolute_error: 0.0665, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1122, root_relative_squared_error: 0.2244,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8824, f_measure: 0.9786, kappa: 0.7736, kb_relative_information_score: 382932, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9785, predictive_accuracy: 0.9787, prior_entropy: 1, recall: 0.9787, relative_absolute_error: 0.0425, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1458, root_relative_squared_error: 0.2916,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9936, kappa: 0.9325, kb_relative_information_score: 394864, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9936, predictive_accuracy: 0.9937, prior_entropy: 1, recall: 0.9937, relative_absolute_error: 0.0127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0797, root_relative_squared_error: 0.1593,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.9859, kappa: 0.848, kb_relative_information_score: 388926, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9858, predictive_accuracy: 0.9862, prior_entropy: 1, recall: 0.9862, relative_absolute_error: 0.0275, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1173, root_relative_squared_error: 0.2347,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.9859, kappa: 0.848, kb_relative_information_score: 388926, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9858, predictive_accuracy: 0.9862, prior_entropy: 1, recall: 0.9862, relative_absolute_error: 0.0275, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1173, root_relative_squared_error: 0.2347,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.993, kappa: 0.9251, kb_relative_information_score: 394390, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.993, predictive_accuracy: 0.9931, prior_entropy: 1, recall: 0.9931, relative_absolute_error: 0.0139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0833, root_relative_squared_error: 0.1666,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9964, kappa: 0.9613, kb_relative_information_score: 397046, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 1, recall: 0.9964, relative_absolute_error: 0.0072, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0602, root_relative_squared_error: 0.1203,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.9933, kappa: 0.929, kb_relative_information_score: 394614, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 1, recall: 0.9933, relative_absolute_error: 0.0133, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0816, root_relative_squared_error: 0.1632,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.996, kappa: 0.9571, kb_relative_information_score: 396734, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 1, recall: 0.996, relative_absolute_error: 0.008, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0633, root_relative_squared_error: 0.1266,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9964, kappa: 0.9613, kb_relative_information_score: 397046, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 1, recall: 0.9964, relative_absolute_error: 0.0072, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0602, root_relative_squared_error: 0.1203,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9936, kappa: 0.9325, kb_relative_information_score: 394864, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9936, predictive_accuracy: 0.9937, prior_entropy: 1, recall: 0.9937, relative_absolute_error: 0.0127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0797, root_relative_squared_error: 0.1593,
Joaquin Vanschoren 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) 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: 0.9856, kb_relative_information_score: 397997.2016, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9986, predictive_accuracy: 0.9986, prior_entropy: 1, recall: 0.9986, relative_absolute_error: 0.0054, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0348, root_relative_squared_error: 0.0695,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.9966, kappa: 0.9639, kb_relative_information_score: 397234, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9966, predictive_accuracy: 0.9966, prior_entropy: 1, recall: 0.9966, relative_absolute_error: 0.0068, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0582, root_relative_squared_error: 0.1163,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9836, kappa: 0.8317, kb_relative_information_score: 376049.383, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9842, predictive_accuracy: 0.9832, prior_entropy: 1, recall: 0.9832, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1135, root_relative_squared_error: 0.227,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.9966, kappa: 0.9639, kb_relative_information_score: 397234, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9966, predictive_accuracy: 0.9966, prior_entropy: 1, recall: 0.9966, relative_absolute_error: 0.0068, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0582, root_relative_squared_error: 0.1163,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9837, kappa: 0.8334, kb_relative_information_score: 376483.0879, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9845, predictive_accuracy: 0.9833, prior_entropy: 1, recall: 0.9833, relative_absolute_error: 0.0653, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.115, root_relative_squared_error: 0.2301,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.9902, kappa: 0.8954, kb_relative_information_score: 392258, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9902, predictive_accuracy: 0.9904, prior_entropy: 1, recall: 0.9904, relative_absolute_error: 0.0192, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.098, root_relative_squared_error: 0.196,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.9902, kappa: 0.8954, kb_relative_information_score: 392258, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9902, predictive_accuracy: 0.9904, prior_entropy: 1, recall: 0.9904, relative_absolute_error: 0.0192, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.098, root_relative_squared_error: 0.196,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8977, f_measure: 0.9876, kappa: 0.8638, kb_relative_information_score: 390412, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9878, predictive_accuracy: 0.9881, prior_entropy: 1, recall: 0.9881, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.2183,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.9902, kappa: 0.8954, kb_relative_information_score: 392258, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9902, predictive_accuracy: 0.9904, prior_entropy: 1, recall: 0.9904, relative_absolute_error: 0.0192, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.098, root_relative_squared_error: 0.196,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8977, f_measure: 0.9876, kappa: 0.8638, kb_relative_information_score: 390412, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9878, predictive_accuracy: 0.9881, prior_entropy: 1, recall: 0.9881, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.2183,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.9961, kappa: 0.9593, kb_relative_information_score: 396876, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9961, predictive_accuracy: 0.9962, prior_entropy: 1, recall: 0.9962, relative_absolute_error: 0.0077, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0619, root_relative_squared_error: 0.1238,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.9958, kappa: 0.955, kb_relative_information_score: 396578, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9958, predictive_accuracy: 0.9958, prior_entropy: 1, recall: 0.9958, relative_absolute_error: 0.0084, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0648, root_relative_squared_error: 0.1297,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.9961, kappa: 0.9593, kb_relative_information_score: 396876, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9961, predictive_accuracy: 0.9962, prior_entropy: 1, recall: 0.9962, relative_absolute_error: 0.0077, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0619, root_relative_squared_error: 0.1238,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8977, f_measure: 0.9876, kappa: 0.8638, kb_relative_information_score: 390412, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9878, predictive_accuracy: 0.9881, prior_entropy: 1, recall: 0.9881, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.2183,