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Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.814, kappa: 0.8033, kb_relative_information_score: 840221.5388, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8491, predictive_accuracy: 0.8222, prior_entropy: 4.2479, ram_hours: 0.0001, recall: 0.8222, relative_absolute_error: 0.2785, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.5143, run_cpu_time: 638.65,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9139, kappa: 0.9057, kb_relative_information_score: 919071.8745, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9173, predictive_accuracy: 0.9138, prior_entropy: 4.2479, ram_hours: 0.0099, recall: 0.9138, relative_absolute_error: 0.1407, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0817, root_relative_squared_error: 0.3659, run_cpu_time: 911.95,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.0867, kappa: -0.0001, kb_relative_information_score: 69975.3673, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0867, predictive_accuracy: 0.0867, prior_entropy: 4.2479, ram_hours: 0, recall: 0.0867, relative_absolute_error: 0.964, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3101, root_relative_squared_error: 1.3885, run_cpu_time: 22.52,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0017, kb_relative_information_score: 11563.1134, mean_absolute_error: 0.1022, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0009, predictive_accuracy: 0.0294, prior_entropy: 4.2479, ram_hours: 0, recall: 0.0294, relative_absolute_error: 1.0245, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3196, root_relative_squared_error: 1.4315, run_cpu_time: 14.73,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5103, f_measure: 0.0252, kappa: 0.0205, kb_relative_information_score: 31853.986, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0295, predictive_accuracy: 0.0493, prior_entropy: 4.2479, ram_hours: 0, recall: 0.0493, relative_absolute_error: 1.0035, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3163, root_relative_squared_error: 1.4167, run_cpu_time: 14.56,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.8943, kappa: 0.8843, kb_relative_information_score: 905944.3553, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.898, predictive_accuracy: 0.8943, prior_entropy: 4.2479, ram_hours: 0, recall: 0.8943, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.4105, run_cpu_time: 111.24,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.8141, kappa: 0.8033, kb_relative_information_score: 840269.0643, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8493, predictive_accuracy: 0.8222, prior_entropy: 4.2479, ram_hours: 0.0025, recall: 0.8222, relative_absolute_error: 0.2785, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.5141, run_cpu_time: 12918.72,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9024, kappa: 0.8928, kb_relative_information_score: 909846.0315, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.91, predictive_accuracy: 0.9019, prior_entropy: 4.2479, ram_hours: 0, recall: 0.9019, relative_absolute_error: 0.1164, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.092, root_relative_squared_error: 0.4121, run_cpu_time: 90.44,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0017, kb_relative_information_score: 11799.3735, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0009, predictive_accuracy: 0.0296, prior_entropy: 4.2479, ram_hours: 0, recall: 0.0296, relative_absolute_error: 1.0243, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3196, root_relative_squared_error: 1.4313, run_cpu_time: 19.33,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.8906, kappa: 0.8796, kb_relative_information_score: 899155.7876, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8985, predictive_accuracy: 0.8899, prior_entropy: 4.2479, ram_hours: 0, recall: 0.8899, relative_absolute_error: 0.1319, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0966, root_relative_squared_error: 0.4325, run_cpu_time: 89.49,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9052, kappa: 0.8962, kb_relative_information_score: 912895.3639, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.909, predictive_accuracy: 0.9052, prior_entropy: 4.2479, ram_hours: 0.0019, recall: 0.9052, relative_absolute_error: 0.1384, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0858, root_relative_squared_error: 0.384, run_cpu_time: 507.22,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9123, f_measure: 0.772, kappa: 0.754, kb_relative_information_score: 770762.8413, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.7862, predictive_accuracy: 0.7756, prior_entropy: 4.2479, ram_hours: 0, recall: 0.7756, relative_absolute_error: 0.3013, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1409, root_relative_squared_error: 0.6309, run_cpu_time: 22.81,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.8898, kappa: 0.8794, kb_relative_information_score: 850901.2623, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8899, predictive_accuracy: 0.89, prior_entropy: 4.2479, ram_hours: 0.0938, recall: 0.89, relative_absolute_error: 0.3044, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.4696, run_cpu_time: 1100.42,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7291, kappa: 0.7032, kb_relative_information_score: 752135.1447, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.7431, predictive_accuracy: 0.7297, prior_entropy: 4.2479, ram_hours: 0, recall: 0.7297, relative_absolute_error: 0.3896, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1398, root_relative_squared_error: 0.6259, run_cpu_time: 72.06,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0017, kb_relative_information_score: 11794.3137, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0009, predictive_accuracy: 0.0296, prior_entropy: 4.2479, ram_hours: 0.0044, recall: 0.0296, relative_absolute_error: 1.0243, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3195, root_relative_squared_error: 1.4309, run_cpu_time: 88.72,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.8943, kappa: 0.8843, kb_relative_information_score: 905944.3553, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.898, predictive_accuracy: 0.8943, prior_entropy: 4.2479, ram_hours: 0, recall: 0.8943, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.4105, run_cpu_time: 107.63,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0017, kb_relative_information_score: 11799.3735, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0009, predictive_accuracy: 0.0296, prior_entropy: 4.2479, ram_hours: 0, recall: 0.0296, relative_absolute_error: 1.0243, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3196, root_relative_squared_error: 1.4313, run_cpu_time: 17.08,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9032, kappa: 0.8937, kb_relative_information_score: 905629.0602, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9103, predictive_accuracy: 0.9028, prior_entropy: 4.2479, ram_hours: 0.0002, recall: 0.9028, relative_absolute_error: 0.1396, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.4015, run_cpu_time: 738.15,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.613, f_measure: 0.1878, kappa: 0.2254, kb_relative_information_score: 305552.1749, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.144, predictive_accuracy: 0.3181, prior_entropy: 4.2479, ram_hours: 0, recall: 0.3181, relative_absolute_error: 0.7198, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.2678, root_relative_squared_error: 1.1994, run_cpu_time: 19.22,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8811, f_measure: 0.6659, kappa: 0.6445, kb_relative_information_score: 666623.532, mean_absolute_error: 0.0443, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.6883, predictive_accuracy: 0.6773, prior_entropy: 4.2479, ram_hours: 0, recall: 0.6773, relative_absolute_error: 0.4442, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1621, root_relative_squared_error: 0.726, run_cpu_time: 21.89,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.8794, kappa: 0.8685, kb_relative_information_score: 230176.9673, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8831, predictive_accuracy: 0.8801, prior_entropy: 4.2479, ram_hours: 0, recall: 0.8801, relative_absolute_error: 0.946, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.9547, run_cpu_time: 111.59,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.0334, kappa: -0.0001, kb_relative_information_score: 168894.1271, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0658, predictive_accuracy: 0.1332, prior_entropy: 4.2479, ram_hours: 0, recall: 0.1332, relative_absolute_error: 0.9639, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.9818, run_cpu_time: 34.19,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.3527, kappa: 0.398, kb_relative_information_score: 498701.4351, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.3661, predictive_accuracy: 0.4629, prior_entropy: 4.2479, ram_hours: 0, recall: 0.4629, relative_absolute_error: 0.672, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.8378, run_cpu_time: 91.88,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.8921, kappa: 0.8818, kb_relative_information_score: 903574.0763, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8955, predictive_accuracy: 0.892, prior_entropy: 4.2479, ram_hours: 0.0001, recall: 0.892, relative_absolute_error: 0.1375, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.093, root_relative_squared_error: 0.4165, run_cpu_time: 170.96,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9098, kappa: 0.9014, kb_relative_information_score: 900949.6173, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9124, predictive_accuracy: 0.9099, prior_entropy: 4.2479, ram_hours: 0.0038, recall: 0.9099, relative_absolute_error: 0.2019, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0864, root_relative_squared_error: 0.3869, run_cpu_time: 801.15,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.9072, kappa: 0.8983, kb_relative_information_score: 911787.8736, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9129, predictive_accuracy: 0.907, prior_entropy: 4.2479, recall: 0.907, relative_absolute_error: 0.1184, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.092, root_relative_squared_error: 0.412,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9057, kappa: 0.8971, kb_relative_information_score: 908933.9066, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9113, predictive_accuracy: 0.906, prior_entropy: 4.2479, recall: 0.906, relative_absolute_error: 0.1363, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.4097,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9692, f_measure: 0.9084, kappa: 0.8997, kb_relative_information_score: 909478.7185, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9144, predictive_accuracy: 0.9083, prior_entropy: 4.2479, recall: 0.9083, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.4083,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8947, kappa: 0.8848, kb_relative_information_score: 892802.0728, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8983, predictive_accuracy: 0.8947, prior_entropy: 4.2479, recall: 0.8947, relative_absolute_error: 0.1111, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1053, root_relative_squared_error: 0.4714,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8947, kappa: 0.8848, kb_relative_information_score: 892795.9627, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8983, predictive_accuracy: 0.8947, prior_entropy: 4.2479, recall: 0.8947, relative_absolute_error: 0.1111, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1053, root_relative_squared_error: 0.4714,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8947, kappa: 0.8848, kb_relative_information_score: 892802.0728, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8983, predictive_accuracy: 0.8947, prior_entropy: 4.2479, recall: 0.8947, relative_absolute_error: 0.1111, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1053, root_relative_squared_error: 0.4714,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9417, f_measure: 0.8943, kappa: 0.8843, kb_relative_information_score: 892369.2688, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.898, predictive_accuracy: 0.8943, prior_entropy: 4.2479, recall: 0.8943, relative_absolute_error: 0.1116, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1055, root_relative_squared_error: 0.4724,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.8998, kappa: 0.8901, kb_relative_information_score: 897673.919, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9057, predictive_accuracy: 0.8995, prior_entropy: 4.2479, recall: 0.8995, relative_absolute_error: 0.1061, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1028, root_relative_squared_error: 0.4606,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9016, kappa: 0.8919, kb_relative_information_score: 899368.4742, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9082, predictive_accuracy: 0.9012, prior_entropy: 4.2479, recall: 0.9012, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4567,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9016, kappa: 0.8919, kb_relative_information_score: 899368.4742, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9082, predictive_accuracy: 0.9012, prior_entropy: 4.2479, recall: 0.9012, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4567,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9016, kappa: 0.892, kb_relative_information_score: 899411.2454, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9082, predictive_accuracy: 0.9012, prior_entropy: 4.2479, recall: 0.9012, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4566,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.9016, kappa: 0.892, kb_relative_information_score: 899456.0533, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9013, prior_entropy: 4.2479, recall: 0.9013, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.4565,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.9021, kappa: 0.8925, kb_relative_information_score: 899858.3065, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9093, predictive_accuracy: 0.9017, prior_entropy: 4.2479, recall: 0.9017, relative_absolute_error: 0.1038, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1017, root_relative_squared_error: 0.4556,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9042, kappa: 0.8953, kb_relative_information_score: 841036.5528, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9107, predictive_accuracy: 0.9044, prior_entropy: 4.2479, recall: 0.9044, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.481,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5144, f_measure: 0.0213, kappa: 0.0154, kb_relative_information_score: 30996.3675, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0292, predictive_accuracy: 0.0444, prior_entropy: 4.2479, recall: 0.0444, relative_absolute_error: 1.0097, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3134, root_relative_squared_error: 1.4036,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5103, f_measure: 0.0252, kappa: 0.0205, kb_relative_information_score: 31853.986, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0295, predictive_accuracy: 0.0493, prior_entropy: 4.2479, recall: 0.0493, relative_absolute_error: 1.0035, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3163, root_relative_squared_error: 1.4167,
Jan van Rijn 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7291, kappa: 0.7032, kb_relative_information_score: 752135.1447, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.7431, predictive_accuracy: 0.7297, prior_entropy: 4.2479, recall: 0.7297, relative_absolute_error: 0.3896, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1398, root_relative_squared_error: 0.6259,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.9016, kappa: 0.892, kb_relative_information_score: 912061.3337, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9013, prior_entropy: 4.2479, recall: 0.9013, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.4204,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.9016, kappa: 0.892, kb_relative_information_score: 899458.0901, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9013, prior_entropy: 4.2479, recall: 0.9013, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.4565,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.919, kappa: 0.9113, kb_relative_information_score: 925177.2124, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9221, predictive_accuracy: 0.9189, prior_entropy: 4.2479, recall: 0.9189, relative_absolute_error: 0.1314, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0786, root_relative_squared_error: 0.3519,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.0867, kappa: -0.0001, kb_relative_information_score: 69975.3673, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0867, predictive_accuracy: 0.0867, prior_entropy: 4.2479, recall: 0.0867, relative_absolute_error: 0.964, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3101, root_relative_squared_error: 1.3885,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5111, f_measure: 0.0233, kappa: 0.0204, kb_relative_information_score: 31898.2029, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0244, predictive_accuracy: 0.0492, prior_entropy: 4.2479, recall: 0.0492, relative_absolute_error: 1.0036, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3163, root_relative_squared_error: 1.4165,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.0334, kappa: -0.0001, kb_relative_information_score: 168894.1271, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0658, predictive_accuracy: 0.1332, prior_entropy: 4.2479, recall: 0.1332, relative_absolute_error: 0.9639, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.9818,
Joaquin Vanschoren 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.8943, kappa: 0.8843, kb_relative_information_score: 905944.3553, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.898, predictive_accuracy: 0.8943, prior_entropy: 4.2479, recall: 0.8943, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.4105,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.9023, kappa: 0.8927, kb_relative_information_score: 900042.6301, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9098, predictive_accuracy: 0.9018, prior_entropy: 4.2479, recall: 0.9018, relative_absolute_error: 0.1036, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1016, root_relative_squared_error: 0.4552,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.9016, kappa: 0.892, kb_relative_information_score: 899461.1451, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9013, prior_entropy: 4.2479, recall: 0.9013, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.4565,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.8943, kappa: 0.8843, kb_relative_information_score: 905944.3553, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.898, predictive_accuracy: 0.8943, prior_entropy: 4.2479, recall: 0.8943, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.4105,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9016, kappa: 0.892, kb_relative_information_score: 899411.2454, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9082, predictive_accuracy: 0.9012, prior_entropy: 4.2479, recall: 0.9012, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4566,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.9017, kappa: 0.8921, kb_relative_information_score: 899485.5858, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9013, prior_entropy: 4.2479, recall: 0.9013, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.4565,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9016, kappa: 0.8919, kb_relative_information_score: 899368.4742, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9082, predictive_accuracy: 0.9012, prior_entropy: 4.2479, recall: 0.9012, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4567,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.8976, kappa: 0.8883, kb_relative_information_score: 912037.8352, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9043, predictive_accuracy: 0.8979, prior_entropy: 4.2479, recall: 0.8979, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.4205,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9643, f_measure: 0.904, kappa: 0.8953, kb_relative_information_score: 911624.4578, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9096, predictive_accuracy: 0.9043, prior_entropy: 4.2479, recall: 0.9043, relative_absolute_error: 0.1188, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.4125,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9692, f_measure: 0.9083, kappa: 0.8995, kb_relative_information_score: 905133.8439, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9142, predictive_accuracy: 0.9082, prior_entropy: 4.2479, recall: 0.9082, relative_absolute_error: 0.1473, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.4078,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.9014, kappa: 0.8918, kb_relative_information_score: 899240.1605, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9078, predictive_accuracy: 0.9011, prior_entropy: 4.2479, recall: 0.9011, relative_absolute_error: 0.1044, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1021, root_relative_squared_error: 0.457,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.3527, kappa: 0.398, kb_relative_information_score: 498701.4351, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.3661, predictive_accuracy: 0.4629, prior_entropy: 4.2479, recall: 0.4629, relative_absolute_error: 0.672, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.8378,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9016, kappa: 0.892, kb_relative_information_score: 899429.5759, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9082, predictive_accuracy: 0.9012, prior_entropy: 4.2479, recall: 0.9012, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4566,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9063, kappa: 0.8975, kb_relative_information_score: 912652.0853, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.91, predictive_accuracy: 0.9063, prior_entropy: 4.2479, recall: 0.9063, relative_absolute_error: 0.1396, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.382,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9066, kappa: 0.8977, kb_relative_information_score: 912812.3497, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9103, predictive_accuracy: 0.9065, prior_entropy: 4.2479, recall: 0.9065, relative_absolute_error: 0.1397, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0851, root_relative_squared_error: 0.3812,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9065, kappa: 0.8977, kb_relative_information_score: 912712.3735, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9103, predictive_accuracy: 0.9065, prior_entropy: 4.2479, recall: 0.9065, relative_absolute_error: 0.1402, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.3822,
Joaquin Vanschoren 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9112, kappa: 0.9028, kb_relative_information_score: 882844.7716, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9166, predictive_accuracy: 0.9112, prior_entropy: 4.2479, recall: 0.9112, relative_absolute_error: 0.2298, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.088, root_relative_squared_error: 0.3941,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.8999, kappa: 0.8903, kb_relative_information_score: 897809.3612, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9058, predictive_accuracy: 0.8997, prior_entropy: 4.2479, recall: 0.8997, relative_absolute_error: 0.1059, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1028, root_relative_squared_error: 0.4603,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.9002, kappa: 0.8906, kb_relative_information_score: 898136.2556, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9062, predictive_accuracy: 0.9, prior_entropy: 4.2479, recall: 0.9, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.4595,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.8999, kappa: 0.8903, kb_relative_information_score: 897835.8386, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9059, predictive_accuracy: 0.8997, prior_entropy: 4.2479, recall: 0.8997, relative_absolute_error: 0.1059, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1028, root_relative_squared_error: 0.4602,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9014, kappa: 0.8918, kb_relative_information_score: 899259.5094, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9079, predictive_accuracy: 0.9011, prior_entropy: 4.2479, recall: 0.9011, relative_absolute_error: 0.1044, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.457,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9014, kappa: 0.8918, kb_relative_information_score: 899258.491, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9079, predictive_accuracy: 0.9011, prior_entropy: 4.2479, recall: 0.9011, relative_absolute_error: 0.1044, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.457,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9073, kappa: 0.8985, kb_relative_information_score: 913222.4778, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.911, predictive_accuracy: 0.9072, prior_entropy: 4.2479, recall: 0.9072, relative_absolute_error: 0.14, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0848, root_relative_squared_error: 0.3798,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9014, kappa: 0.8918, kb_relative_information_score: 899276.8215, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.908, predictive_accuracy: 0.9011, prior_entropy: 4.2479, recall: 0.9011, relative_absolute_error: 0.1044, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.457,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9015, kappa: 0.8919, kb_relative_information_score: 899339.96, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.908, predictive_accuracy: 0.9012, prior_entropy: 4.2479, recall: 0.9012, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4568,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9063, kappa: 0.8975, kb_relative_information_score: 912652.0853, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.91, predictive_accuracy: 0.9063, prior_entropy: 4.2479, recall: 0.9063, relative_absolute_error: 0.1396, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.382,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9063, kappa: 0.8975, kb_relative_information_score: 912652.0853, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.91, predictive_accuracy: 0.9063, prior_entropy: 4.2479, recall: 0.9063, relative_absolute_error: 0.1396, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.382,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9065, kappa: 0.8977, kb_relative_information_score: 912712.3735, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9103, predictive_accuracy: 0.9065, prior_entropy: 4.2479, recall: 0.9065, relative_absolute_error: 0.1402, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.3822,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9014, kappa: 0.8918, kb_relative_information_score: 909980.0229, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.908, predictive_accuracy: 0.9011, prior_entropy: 4.2479, recall: 0.9011, relative_absolute_error: 0.1195, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.4097,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9112, kappa: 0.9028, kb_relative_information_score: 882906.0204, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9166, predictive_accuracy: 0.9112, prior_entropy: 4.2479, recall: 0.9112, relative_absolute_error: 0.2296, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0881, root_relative_squared_error: 0.3945,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9065, kappa: 0.8977, kb_relative_information_score: 912712.3735, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9103, predictive_accuracy: 0.9065, prior_entropy: 4.2479, recall: 0.9065, relative_absolute_error: 0.1402, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.3822,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9014, kappa: 0.8918, kb_relative_information_score: 910364.3877, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9073, predictive_accuracy: 0.9011, prior_entropy: 4.2479, recall: 0.9011, relative_absolute_error: 0.1206, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.408,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9065, kappa: 0.8977, kb_relative_information_score: 912712.3735, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9103, predictive_accuracy: 0.9065, prior_entropy: 4.2479, recall: 0.9065, relative_absolute_error: 0.1402, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.3822,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.9016, kappa: 0.892, kb_relative_information_score: 899461.1451, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9013, prior_entropy: 4.2479, recall: 0.9013, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.4565,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9066, kappa: 0.8977, kb_relative_information_score: 912812.3497, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9103, predictive_accuracy: 0.9065, prior_entropy: 4.2479, recall: 0.9065, relative_absolute_error: 0.1397, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0851, root_relative_squared_error: 0.3812,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.8898, kappa: 0.8793, kb_relative_information_score: 887671.5626, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.895, predictive_accuracy: 0.8897, prior_entropy: 4.2479, recall: 0.8897, relative_absolute_error: 0.1164, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.4826,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.9002, kappa: 0.8906, kb_relative_information_score: 898116.9067, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9062, predictive_accuracy: 0.9, prior_entropy: 4.2479, recall: 0.9, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.4596,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9174, kappa: 0.9094, kb_relative_information_score: 922286.4363, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9205, predictive_accuracy: 0.9173, prior_entropy: 4.2479, recall: 0.9173, relative_absolute_error: 0.1366, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0799, root_relative_squared_error: 0.3579,
Joaquin Vanschoren 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9113, kappa: 0.9029, kb_relative_information_score: 882841.5793, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9166, predictive_accuracy: 0.9112, prior_entropy: 4.2479, recall: 0.9112, relative_absolute_error: 0.2298, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.088, root_relative_squared_error: 0.3941,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9014, kappa: 0.8918, kb_relative_information_score: 899277.8399, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.908, predictive_accuracy: 0.9011, prior_entropy: 4.2479, recall: 0.9011, relative_absolute_error: 0.1044, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4569,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.8991, kappa: 0.8894, kb_relative_information_score: 897018.0935, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9051, predictive_accuracy: 0.8989, prior_entropy: 4.2479, recall: 0.8989, relative_absolute_error: 0.1067, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1032, root_relative_squared_error: 0.462,
Jan van Rijn 9 years ago
ran flow moa.BLAST(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9014, kappa: 0.8918, kb_relative_information_score: 910364.3877, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9073, predictive_accuracy: 0.9011, prior_entropy: 4.2479, recall: 0.9011, relative_absolute_error: 0.1206, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.408,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9189, kappa: 0.9112, kb_relative_information_score: 924300.55, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.922, predictive_accuracy: 0.9189, prior_entropy: 4.2479, recall: 0.9189, relative_absolute_error: 0.1333, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0789, root_relative_squared_error: 0.3534,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9073, kappa: 0.8985, kb_relative_information_score: 913222.4778, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.911, predictive_accuracy: 0.9072, prior_entropy: 4.2479, recall: 0.9072, relative_absolute_error: 0.14, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0848, root_relative_squared_error: 0.3798,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.9002, kappa: 0.8906, kb_relative_information_score: 898136.2556, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9062, predictive_accuracy: 0.9, prior_entropy: 4.2479, recall: 0.9, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.4595,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9045, kappa: 0.8955, kb_relative_information_score: 912088.221, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9082, predictive_accuracy: 0.9045, prior_entropy: 4.2479, recall: 0.9045, relative_absolute_error: 0.1396, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0861, root_relative_squared_error: 0.3855,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.9014, kappa: 0.8918, kb_relative_information_score: 899220.8116, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9078, predictive_accuracy: 0.901, prior_entropy: 4.2479, recall: 0.901, relative_absolute_error: 0.1045, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1021, root_relative_squared_error: 0.4571,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.9016, kappa: 0.892, kb_relative_information_score: 899459.1084, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9013, prior_entropy: 4.2479, recall: 0.9013, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.4565,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.9075, kappa: 0.8986, kb_relative_information_score: 886006.2785, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9144, predictive_accuracy: 0.9074, prior_entropy: 4.2479, recall: 0.9074, relative_absolute_error: 0.2004, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0956, root_relative_squared_error: 0.4281,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.9082, kappa: 0.8994, kb_relative_information_score: 900700.6488, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9147, predictive_accuracy: 0.9081, prior_entropy: 4.2479, recall: 0.9081, relative_absolute_error: 0.1603, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.093, root_relative_squared_error: 0.4163,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.9014, kappa: 0.8918, kb_relative_information_score: 899297.1888, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9073, predictive_accuracy: 0.9011, prior_entropy: 4.2479, recall: 0.9011, relative_absolute_error: 0.1044, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4569,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.9014, kappa: 0.8918, kb_relative_information_score: 899220.8116, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9078, predictive_accuracy: 0.901, prior_entropy: 4.2479, recall: 0.901, relative_absolute_error: 0.1045, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1021, root_relative_squared_error: 0.4571,